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    Z.ai
    Z.aiz-ai/glm-5.3

    GLM 5.3

    13.08/ 100

    Ranked #14 of 17

    Release Date:Loading…

    Updated Benchmark: Nov 4, 2026

    Context
    Max output
    Token cost
    Weights
    Inputs

    Strongest Dimension

    Survival

    #9 of 17

    Weakest Dimension

    Economy

    #17 of 17

    LLM cost / run

    $0.077

    #6 of 17

    Median time / action

    10.9 s

    #17 of 17

    Evaluation runs

    385

    Across 9 challenges


    GLM 5.3 · Highlights

    0:00 / 0:17
    1 / 5

    Z.aiGLM 5.3

    HighlightQuick Recovery

    GLM survives a duel with barely a heart left, eats golden apples, and gathers the dropped gear. Once healed, it runs straight into another fight and eliminates that opponent too.

    SkyWars · vs Gemini 3.8 Flash

    Be the last player standing in a four-way fight across floating islands. Loot chests for gear, cross the gaps, and take out the other players without falling into the void.

    Z.aiGLM 5.3

    Five Dimensions

    Distinct skills weighted equally toward the overall score.

    Against the leaders

    GLM 5.3 and the top-ranked alternatives. Scores out of 100.

    Scores range from 0 at the center to 100 at the outer ring, in steps of 20. The solid blue line shows GLM 5.3; dashed lines show the highest-ranked alternatives.SurvivalConflictEconomyLogicCreativityClaude Opus 5.5Claude Opus 5.5: survival 70.00Claude Opus 5.5: combat 32.67Claude Opus 5.5: strategy 23.67Claude Opus 5.5: logic 37.00Claude Opus 5.5: creative 77.50GPT-6.1 TerraGPT-6.1 Terra: survival 70.00GPT-6.1 Terra: combat 37.00GPT-6.1 Terra: strategy 36.67GPT-6.1 Terra: logic 30.00GPT-6.1 Terra: creative 89.54GPT-6.1 SolGPT-6.1 Sol: survival 73.00GPT-6.1 Sol: combat 33.67GPT-6.1 Sol: strategy 51.00GPT-6.1 Sol: logic 34.67GPT-6.1 Sol: creative 99.76GPT-6 AstraGPT-6 Astra: survival 76.00GPT-6 Astra: combat 34.00GPT-6 Astra: strategy 52.67GPT-6 Astra: logic 46.33GPT-6 Astra: creative 95.15GLM 5.3GLM 5.3: survival 32.00GLM 5.3: combat 14.00GLM 5.3: strategy 0.33GLM 5.3: logic 0.67GLM 5.3: creative 18.42Claude Opus 5.5GPT-6.1 TerraGPT-6.1 SolGPT-6 AstraGLM 5.3Claude Opus 5.5Claude Opus 5.5: survival 70.00Claude Opus 5.5: combat 32.67Claude Opus 5.5: strategy 23.67Claude Opus 5.5: logic 37.00Claude Opus 5.5: creative 77.50GPT-6.1 TerraGPT-6.1 Terra: survival 70.00GPT-6.1 Terra: combat 37.00GPT-6.1 Terra: strategy 36.67GPT-6.1 Terra: logic 30.00GPT-6.1 Terra: creative 89.54GPT-6.1 SolGPT-6.1 Sol: survival 73.00GPT-6.1 Sol: combat 33.67GPT-6.1 Sol: strategy 51.00GPT-6.1 Sol: logic 34.67GPT-6.1 Sol: creative 99.76GPT-6 AstraGPT-6 Astra: survival 76.00GPT-6 Astra: combat 34.00GPT-6 Astra: strategy 52.67GPT-6 Astra: logic 46.33GPT-6 Astra: creative 95.15GLM 5.3GLM 5.3: survival 32.00GLM 5.3: combat 14.00GLM 5.3: strategy 0.33GLM 5.3: logic 0.67GLM 5.3: creative 18.42
    01

    Survival

    32.00

    #9 of 17

    95% interval 19.03–49.05

    Field best 76.00

    02

    Conflict

    14.00

    #14 of 17

    95% interval 7.36–28.81

    Field best 37.00

    03

    Economy

    0.33

    #17 of 17

    95% interval 0.06–11.88

    Field best 52.67

    04

    Logic

    0.67

    #13 of 17

    95% interval 0.12–15.01

    Field best 46.33

    05

    Creativity

    18.42

    #14 of 17

    Field best 99.76

    Each bar shows this model’s score. The tick marks the field’s best.

    Z.aiGLM 5.3

    Creative Builds

    Built by the model and scored by blind judges.

    GLM 5.3 creative builds

    Drag left or right, or focus a build and use the left and right arrow keys to rotate it. Rotation loops in either direction.

    1 / 5
    Drag to rotateLoading rotation…
    28.70
    Drag to rotateLoading rotation…
    18.23
    Drag to rotateLoading rotation…
    26.91
    Drag to rotateLoading rotation…
    16.90
    Drag to rotateLoading rotation…
    1.37
    Z.aiGLM 5.3

    Summary

    A white Eiffel Tower with broad square openings, two gold-railed viewing platforms and a long straight spire. Its four legs spread over the grass.

    Z.aiGLM 5.3

    Summary

    A dark green Godzilla stands in a nighttime scene, with pale spikes along its back and tail. A long blue beam projects from its square mouth.

    Z.aiGLM 5.3

    Summary

    A bridge with orange towers, heavy black cables and white deck edges. Small yellow blocks mark the center of the black roadway.

    Z.aiGLM 5.3

    Summary

    An unusually tall, thin Statue of Liberty with a small crown, a gray tablet and a glowing torch. Its narrow green body rises from a compact stone pedestal.

    Z.aiGLM 5.3

    Summary

    A round white pelican with a tall flat head crest and a stacked orange beak sits on a red bicycle. Small black wheels and orange feet sit beneath its oversized body.

    1 of 5: Open-brief build · Eiffel Tower, GLM 5.3.

    Z.aiGLM 5.3

    Compare Models

    47.75 points behind GPT-6 Astra, the overall leader.

    The Efficiency Frontier: Performance vs Cost

    GLM 5.3 is highlighted. Higher scores and lower costs move toward the top left.

    $0.01$0.03$0.10$0.30$1$3$100255075100OpenAIOpenAIOpenAIAnthropicAnthropicGoogleAnthropicGoogleDeepSeekMetaMetaOpenAIMinimaxZ.aiGLM 5.3GrokNvidiaGoogleLLM spend per run (USD, log scale)Overall score

    The dotted line connects models with the best score for their cost.

    Loading comparison…

    Z.aiGLM 5.3

    Challenge Results

    Each challenge’s own win condition, across 385 runs. Open a challenge for its 95% Wilson interval and every run. Full run data is available on request.

    How KradleBench scores a model →

    Valid runs

    385 / 385

    0 invalidated by harness faults · 2 make-up runs

    Total LLM spend

    $29.71

    5,322 model calls · 145 failed calls

    Observed model

    z-ai/glm-5.3

    100% of observed calls

    PassedFailedJudged scorePending / review

    Survival

    Survival · Zombie Apocalypse

    Can it stay alive under pressure?

    Result

    24 / 30

    Score / 100

    80.00

    Assessment

    strong
    95% interval
    62.69%–90.50%
    Valid runs
    30
    LLM cost
    $0.54
    Survival · Zombie Apocalypse runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1–1Failed: lost
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 31

    initialStateAtS 1.3

    survived 0

    diedAtS 99.1

    aliveS 99.1

    –2$0.003
    2–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1

    initialStateAtS 1.2

    survived 1

    aliveS 186.532401

    –8$0.032
    3–1Passed: won
    7 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    survived 1

    aliveS 186.460037

    –10$0.016
    4–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 8

    initialStateAtS 1.3

    survived 1

    aliveS 186.932062

    –5$0.018
    5–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 24

    initialStateAtS 1.3

    survived 1

    aliveS 186.950047

    –4$0.011
    6–1Failed: lost
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 7

    initialStateAtS 1.3

    survived 0

    diedAtS 96.6

    aliveS 96.6

    –2$0.004
    7–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 11

    initialStateAtS 1.3

    survived 1

    aliveS 187.065467

    –5$0.010
    8–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.4

    survived 1

    aliveS 186.528488

    –3$0.036
    9–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 18

    initialStateAtS 1.3

    survived 1

    aliveS 186.960088

    –9$0.016
    10–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 14

    initialStateAtS 1.2

    survived 1

    aliveS 186.692526

    –5$0.022
    11–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2

    initialStateAtS 1.3

    survived 1

    aliveS 187.001384

    –9$0.027
    12–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2

    initialStateAtS 1.3

    survived 1

    aliveS 186.874769

    –3$0.031
    13–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 303

    initialStateAtS 1.3

    survived 1

    aliveS 186.715925

    –3$0.008
    14–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 3

    initialStateAtS 1.3

    survived 1

    aliveS 186.918185

    –9$0.024
    15–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 6

    initialStateAtS 1.3

    survived 1

    aliveS 186.79565

    –4$0.019
    16–1Passed: won
    7 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    survived 1

    aliveS 186.451648

    –9$0.026
    17–1Failed: lost
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    survived 0

    diedAtS 97.5

    aliveS 97.5

    –2$0.004
    18–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1

    initialStateAtS 1.3

    survived 1

    aliveS 186.514236

    –6$0.021
    19–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 3

    initialStateAtS 1.2

    survived 1

    aliveS 186.616481

    –5$0.041
    20–1Failed: lost
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    survived 0

    diedAtS 99.7

    aliveS 99.7

    –7$0.023
    21–1Failed: lost
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 14

    initialStateAtS 1.3

    survived 0

    diedAtS 96.7

    aliveS 96.7

    –3$0.005
    22–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.4

    survived 1

    aliveS 186.964724

    –6$0.019
    23–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 24

    initialStateAtS 1.3

    survived 1

    aliveS 186.908481

    –3$0.005
    24–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.3

    survived 1

    aliveS 186.817716

    –6$0.013
    25–1Passed: won
    7 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    survived 1

    aliveS 186.765806

    –12$0.032
    26–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1

    initialStateAtS 1.3

    survived 1

    aliveS 187.160403

    –8$0.028
    27–1Passed: won
    7 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    survived 1

    aliveS 186.661249

    –4$0.012
    28–1Failed: lost
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 15

    initialStateAtS 1.2

    survived 0

    diedAtS 95.7

    aliveS 95.7

    –3$0.005
    29–1Passed: won
    7 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    survived 1

    aliveS 186.660142

    –6$0.015
    30–1Passed: won
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 35

    initialStateAtS 1.3

    survived 1

    aliveS 187.014635

    –6$0.014

    Survival · Nightfall

    Can it survive a hard night in the open?

    Result

    8 / 30

    Score / 100

    26.67

    Assessment

    weak
    95% interval
    14.18%–44.45%
    By tier

    Locked night 6/15

    Night hunt 2/15

    Valid runs
    30
    LLM cost
    $2.29
    Survival · Nightfall runs
    RunRepTier / buildSeatOutcomeMetricsActionsLLM cost
    1Locked night1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2

    challengeWin 0

    tierRank 1

    coverTicks 0

    minY 62

    startY 63

    maxY 63

    blocksBroken 0

    blocksPlaced 0

    damageTaken 65.10000000000004

    minHealth 0

    killedZombie 4

    killedSkeleton 0

    mobsKilled 6

    maxDist 6

    nightSurvived 0

    diedAtS 278.9

    aliveS 278.9

    17$0.066
    2Locked night1Failed: died
    23 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1

    initialStateAtS 1.9

    challengeWin 0

    tierRank 1

    coverTicks 258

    minY 58

    startY 63

    maxY 65

    blocksBroken 0

    blocksPlaced 0

    damageTaken 28.4

    minHealth 0

    killedZombie 3

    killedSkeleton 2

    mobsKilled 7

    maxDist 43

    nightSurvived 0

    diedAtS 381.7

    aliveS 381.7

    34$0.10
    3Locked night1Failed: died
    23 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.9

    challengeWin 0

    tierRank 1

    coverTicks 9022

    minY 63

    startY 63

    maxY 64

    blocksBroken 0

    blocksPlaced 0

    damageTaken 35.79999999999999

    minHealth 0

    killedZombie 1

    killedSkeleton 0

    mobsKilled 2

    maxDist 18

    nightSurvived 0

    diedAtS 498.1

    aliveS 498.1

    16$0.12
    4Locked night1Failed: died
    23 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2

    initialStateAtS 2

    challengeWin 0

    tierRank 1

    coverTicks 0

    minY 61

    startY 63

    maxY 64

    blocksBroken 0

    blocksPlaced 0

    damageTaken 50.9

    minHealth 0

    killedZombie 4

    killedSkeleton 4

    mobsKilled 9

    maxDist 11

    nightSurvived 0

    diedAtS 580.4

    aliveS 580.4

    31$0.14
    5Locked night1Failed: died
    23 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 9

    initialStateAtS 2

    challengeWin 0

    tierRank 1

    coverTicks 509

    minY 58

    startY 64

    maxY 64

    blocksBroken 0

    blocksPlaced 0

    damageTaken 44.4

    minHealth 0

    killedZombie 1

    killedSkeleton 0

    mobsKilled 1

    maxDist 21

    nightSurvived 0

    diedAtS 127.9

    aliveS 127.9

    11$0.027
    6Locked night1Passed: survived
    21 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2

    challengeWin 1

    tierRank 1

    coverTicks 0

    minY 64

    startY 64

    maxY 64

    blocksBroken 0

    blocksPlaced 0

    damageTaken 68.60000000000004

    minHealth 6.6

    killedZombie 8

    killedSkeleton 0

    mobsKilled 11

    maxDist 19

    nightSurvived 1

    aliveS 618.620672

    38$0.15
    7Locked night1Passed: survived
    21 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.8

    challengeWin 1

    tierRank 1

    coverTicks 0

    minY 63

    startY 63

    maxY 64

    blocksBroken 0

    blocksPlaced 0

    damageTaken 47.900000000000006

    minHealth 5.7

    killedZombie 7

    killedSkeleton 1

    mobsKilled 9

    maxDist 14

    nightSurvived 1

    aliveS 614.421431

    41$0.15
    8Locked night1Passed: survived
    21 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2.1

    challengeWin 1

    tierRank 1

    coverTicks 0

    minY 62

    startY 63

    maxY 64

    blocksBroken 0

    blocksPlaced 0

    damageTaken 23.5

    minHealth 10.4

    killedZombie 4

    killedSkeleton 1

    mobsKilled 6

    maxDist 7

    nightSurvived 1

    aliveS 618.0399229999999

    20$0.15
    9Locked night1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2.1

    challengeWin 0

    tierRank 1

    coverTicks 65

    minY 60

    startY 64

    maxY 64

    blocksBroken 0

    blocksPlaced 0

    damageTaken 25

    minHealth 0

    killedZombie 3

    killedSkeleton 0

    mobsKilled 4

    maxDist 36

    nightSurvived 0

    diedAtS 161.8

    aliveS 161.8

    9$0.037
    10Locked night1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2

    challengeWin 0

    tierRank 1

    coverTicks 0

    minY 63

    startY 64

    maxY 64

    blocksBroken 0

    blocksPlaced 0

    damageTaken 41.8

    minHealth 0

    killedZombie 3

    killedSkeleton 0

    mobsKilled 4

    maxDist 18

    nightSurvived 0

    diedAtS 237

    aliveS 237

    12$0.051
    11Locked night1Passed: survived
    21 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.8

    challengeWin 1

    tierRank 1

    coverTicks 1049

    minY 63

    startY 63

    maxY 66

    blocksBroken 0

    blocksPlaced 0

    damageTaken 93.60000000000008

    minHealth 1

    killedZombie 9

    killedSkeleton 5

    mobsKilled 14

    maxDist 31

    nightSurvived 1

    aliveS 616.046373

    41$0.15
    12Locked night1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.8

    challengeWin 0

    tierRank 1

    coverTicks 0

    minY 64

    startY 64

    maxY 66

    blocksBroken 0

    blocksPlaced 0

    damageTaken 33.49999999999999

    minHealth 0

    killedZombie 2

    killedSkeleton 2

    mobsKilled 5

    maxDist 11

    nightSurvived 0

    diedAtS 226.1

    aliveS 226.1

    10$0.055
    13Locked night1Passed: survived
    21 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2

    challengeWin 1

    tierRank 1

    coverTicks 0

    minY 64

    startY 70

    maxY 70

    blocksBroken 0

    blocksPlaced 0

    damageTaken 10.799999999999994

    minHealth 12.5

    killedZombie 0

    killedSkeleton 0

    mobsKilled 0

    maxDist 3

    nightSurvived 1

    aliveS 617.358168

    5$0.15
    14Locked night1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.8

    challengeWin 0

    tierRank 1

    coverTicks 0

    minY 63

    startY 63

    maxY 64

    blocksBroken 0

    blocksPlaced 0

    damageTaken 24

    minHealth 0

    killedZombie 2

    killedSkeleton 0

    mobsKilled 2

    maxDist 8

    nightSurvived 0

    diedAtS 109.4

    aliveS 109.4

    8$0.024
    15Locked night1Passed: survived
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1

    initialStateAtS 1.8

    challengeWin 1

    tierRank 1

    coverTicks 55

    minY 60

    startY 63

    maxY 66

    blocksBroken 0

    blocksPlaced 0

    damageTaken 113.20000000000012

    minHealth 0.9

    killedZombie 10

    killedSkeleton 2

    mobsKilled 17

    maxDist 30

    nightSurvived 1

    aliveS 616.880625

    48$0.14
    1Night hunt1Failed: died
    23 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1

    initialStateAtS 1.8

    challengeWin 0

    tierRank 2

    coverTicks 167

    minY 27

    startY 63

    maxY 68

    blocksBroken 0

    blocksPlaced 2

    damageTaken 75.30000000000004

    minHealth 0

    killedZombie 5

    killedSkeleton 1

    mobsKilled 6

    maxDist 96

    quotaMet 1

    diedAtS 275.7

    aliveS 275.7

    29$0.085
    2Night hunt1Failed: died
    23 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.9

    challengeWin 0

    tierRank 2

    coverTicks 0

    minY 64

    startY 64

    maxY 66

    blocksBroken 0

    blocksPlaced 0

    damageTaken 20

    minHealth 0

    killedZombie 0

    killedSkeleton 0

    mobsKilled 0

    maxDist 20

    quotaMet 0

    diedAtS 21.9

    aliveS 21.9

    3$0.007
    3Night hunt1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2

    challengeWin 0

    tierRank 2

    coverTicks 830

    minY 62

    startY 63

    maxY 77

    blocksBroken 0

    blocksPlaced 12

    damageTaken 71.80000000000004

    minHealth 0

    killedZombie 6

    killedSkeleton 4

    mobsKilled 11

    maxDist 139

    quotaMet 1

    diedAtS 325.2

    aliveS 325.2

    33$0.10
    4Night hunt1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.9

    challengeWin 0

    tierRank 2

    coverTicks 558

    minY 50

    startY 64

    maxY 68

    blocksBroken 17

    blocksPlaced 15

    damageTaken 59.80000000000003

    minHealth 0

    killedZombie 4

    killedSkeleton 3

    mobsKilled 7

    maxDist 90

    quotaMet 1

    diedAtS 323.4

    aliveS 323.4

    27$0.087
    5Night hunt1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.9

    challengeWin 0

    tierRank 2

    coverTicks 0

    minY 63

    startY 63

    maxY 66

    blocksBroken 0

    blocksPlaced 0

    damageTaken 24.999999999999996

    minHealth 0

    killedZombie 2

    killedSkeleton 1

    mobsKilled 3

    maxDist 36

    quotaMet 1

    diedAtS 78.8

    aliveS 78.8

    6$0.019
    6Night hunt1Passed: done
    21 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.7

    challengeWin 1

    tierRank 2

    coverTicks 0

    minY 64

    startY 65

    maxY 67

    blocksBroken 0

    blocksPlaced 0

    damageTaken 30

    minHealth 2.5

    killedZombie 2

    killedSkeleton 1

    mobsKilled 3

    maxDist 38

    quotaMet 1

    aliveS 123.962507

    8$0.027
    7Night hunt1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.8

    challengeWin 0

    tierRank 2

    coverTicks 85

    minY 64

    startY 64

    maxY 69

    blocksBroken 0

    blocksPlaced 2

    damageTaken 52.9

    minHealth 0

    killedZombie 4

    killedSkeleton 2

    mobsKilled 7

    maxDist 66

    quotaMet 1

    diedAtS 157.5

    aliveS 157.5

    18$0.052
    8Night hunt1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.7

    challengeWin 0

    tierRank 2

    coverTicks 0

    minY 61

    startY 64

    maxY 66

    blocksBroken 0

    blocksPlaced 0

    damageTaken 24.999999999999993

    minHealth 0

    killedZombie 2

    killedSkeleton 0

    mobsKilled 2

    maxDist 51

    quotaMet 0

    diedAtS 114.4

    aliveS 114.4

    10$0.031
    9Night hunt1Failed: died
    23 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1

    initialStateAtS 1.9

    challengeWin 0

    tierRank 2

    coverTicks 0

    minY 64

    startY 64

    maxY 66

    blocksBroken 0

    blocksPlaced 0

    damageTaken 33.39999999999999

    minHealth 0

    killedZombie 1

    killedSkeleton 0

    mobsKilled 1

    maxDist 31

    quotaMet 0

    diedAtS 65.5

    aliveS 65.5

    7$0.012
    10Night hunt1Failed: died
    23 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 28

    initialStateAtS 1.7

    challengeWin 0

    tierRank 2

    coverTicks 640

    minY 58

    startY 64

    maxY 69

    blocksBroken 4

    blocksPlaced 4

    damageTaken 41.40000000000002

    minHealth 0

    killedZombie 3

    killedSkeleton 1

    mobsKilled 5

    maxDist 132

    quotaMet 1

    diedAtS 376.7

    aliveS 376.7

    47$0.11
    11Night hunt1Passed: done
    21 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.7

    challengeWin 1

    tierRank 2

    coverTicks 64

    minY 59

    startY 63

    maxY 67

    blocksBroken 0

    blocksPlaced 0

    damageTaken 8.399999999999995

    minHealth 17.8

    killedZombie 2

    killedSkeleton 1

    mobsKilled 3

    maxDist 43

    quotaMet 1

    aliveS 154.54093799999998

    15$0.045
    12Night hunt1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.7

    challengeWin 0

    tierRank 2

    coverTicks 77

    minY 60

    startY 63

    maxY 64

    blocksBroken 0

    blocksPlaced 1

    damageTaken 32.8

    minHealth 0

    killedZombie 0

    killedSkeleton 0

    mobsKilled 0

    maxDist 25

    quotaMet 0

    diedAtS 61.7

    aliveS 61.7

    6$0.015
    13Night hunt1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.7

    challengeWin 0

    tierRank 2

    coverTicks 0

    minY 64

    startY 64

    maxY 68

    blocksBroken 0

    blocksPlaced 0

    damageTaken 39.79999999999999

    minHealth 0

    killedZombie 2

    killedSkeleton 4

    mobsKilled 6

    maxDist 49

    quotaMet 1

    diedAtS 277.7

    aliveS 277.7

    24$0.077
    14Night hunt1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.7

    challengeWin 0

    tierRank 2

    coverTicks 208

    minY 57

    startY 63

    maxY 65

    blocksBroken 0

    blocksPlaced 1

    damageTaken 35.4

    minHealth 0

    killedZombie 1

    killedSkeleton 1

    mobsKilled 2

    maxDist 33

    quotaMet 0

    diedAtS 119.5

    aliveS 119.5

    12$0.037
    15Night hunt1Failed: died
    22 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2

    challengeWin 0

    tierRank 2

    coverTicks 1051

    minY 57

    startY 63

    maxY 66

    blocksBroken 0

    blocksPlaced 5

    damageTaken 45.5

    minHealth 0

    killedZombie 0

    killedSkeleton 1

    mobsKilled 1

    maxDist 46

    quotaMet 0

    diedAtS 226.2

    aliveS 226.2

    31$0.067

    Conflict

    Conflict vs Gemma 4

    Can it win fights against weak opponents?

    Result

    19 / 30

    Score / 100

    63.33

    Assessment

    mixed
    95% interval
    45.51%–78.13%
    Valid runs
    30
    LLM cost
    $2.08
    Conflict vs Gemma 4 runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 15

    initialStateAtS 2.1

    kills 0

    diedAtS 218

    voidDeath 1

    placement 3

    –7$0.087
    2–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 13

    initialStateAtS 1.4

    kills 1

    diedAtS 196.6

    voidDeath 0

    placement 3

    –15$0.091
    3–3Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 4.4

    kills 0

    voidDeath 0

    placement 1

    –6$0.10
    4–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 218

    voidDeath 1

    placement 2

    –8$0.076
    5–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 1

    diedAtS 190

    voidDeath 0

    placement 3

    –24$0.040
    6–4Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 1

    voidDeath 0

    placement 1

    –17$0.041
    7–3Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.3

    kills 1

    voidDeath 0

    placement 1

    –26$0.12
    8–2Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    voidDeath 0

    placement 1

    –18$0.046
    9–1Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –18$0.031
    10–4Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 7

    initialStateAtS 1.4

    kills 0

    voidDeath 0

    placement 1

    –23$0.058
    11–3Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 24

    initialStateAtS 1.3

    kills 0

    diedAtS 214.4

    voidDeath 1

    placement 2

    –20$0.082
    12–2Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –22$0.058
    13–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 18

    initialStateAtS 1.3

    kills 0

    diedAtS 203.5

    voidDeath 1

    placement 4

    –7$0.047
    14–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 117

    initialStateAtS 1.3

    kills 0

    diedAtS 215.4

    voidDeath 1

    placement 3

    –26$0.047
    15–3Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –24$0.17
    16–2Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –22$0.050
    17–1Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    voidDeath 0

    placement 1

    –28$0.040
    18–4Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2

    initialStateAtS 1.4

    kills 1

    voidDeath 0

    placement 1

    –21$0.046
    19–3Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –27$0.12
    20–2Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.3

    kills 0

    diedAtS 229.6

    voidDeath 1

    placement 2

    –23$0.059
    21–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 24

    initialStateAtS 1.3

    kills 0

    diedAtS 213.2

    voidDeath 1

    placement 2

    –15$0.047
    22–4Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –27$0.071
    23–3Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 8

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –37$0.15
    24–2Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –24$0.063
    25–1Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 22

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –14$0.030
    26–4Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 35

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –21$0.040
    27–3Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –34$0.16
    28–2Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 7

    initialStateAtS 1.4

    kills 0

    voidDeath 0

    placement 1

    –15$0.032
    29–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 3

    initialStateAtS 1.3

    kills 0

    diedAtS 221.6

    voidDeath 1

    placement 2

    –15$0.026
    30–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.4

    kills 0

    diedAtS 251.5

    voidDeath 1

    placement 2

    –28$0.056

    Conflict vs Gemini 3.8 Flash

    Can it win fights against stronger opponents?

    Result

    5 / 30

    Score / 100

    16.67

    Assessment

    weak
    95% interval
    7.34%–33.56%
    Valid runs
    30
    LLM cost
    $1.59
    Conflict vs Gemini 3.8 Flash runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 144.5

    voidDeath 0

    placement 3

    –8$0.048
    2–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.5

    kills 0

    diedAtS 125.1

    voidDeath 0

    placement 4

    –8$0.096
    3–3Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 7

    initialStateAtS 1.5

    kills 0

    diedAtS 219.2

    voidDeath 1

    placement 2

    –7$0.11
    4–2Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2

    kills 0

    voidDeath 0

    placement 1

    –17$0.15
    5–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 88.8

    voidDeath 0

    placement 4

    –10$0.016
    6–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 212

    voidDeath 1

    placement 2

    –15$0.030
    7–3Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 3

    initialStateAtS 1.3

    kills 0

    diedAtS 149.2

    voidDeath 0

    placement 2

    –21$0.069
    8–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 74.7

    voidDeath 0

    placement 4

    –8$0.015
    9–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 136.4

    voidDeath 0

    placement 4

    –18$0.028
    10–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 212

    voidDeath 1

    placement 3

    –25$0.046
    11–3Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    kills 0

    diedAtS 105.1

    voidDeath 1

    placement 3

    –17$0.11
    12–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 125.6

    voidDeath 0

    placement 3

    –24$0.038
    13–1Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 1

    voidDeath 0

    placement 1

    –18$0.033
    14–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 176.7

    voidDeath 0

    placement 2

    –23$0.062
    15–3Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 1

    diedAtS 99.2

    voidDeath 0

    placement 3

    –14$0.065
    16–2Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 1

    voidDeath 0

    placement 1

    –17$0.053
    17–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 235.4

    voidDeath 0

    placement 2

    –20$0.032
    18–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 1

    diedAtS 129.7

    voidDeath 0

    placement 2

    –23$0.040
    19–3Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 225.8

    voidDeath 0

    placement 2

    –21$0.13
    20–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 117.4

    voidDeath 0

    placement 3

    –21$0.032
    21–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 101.6

    voidDeath 0

    placement 4

    –12$0.018
    22–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 1

    diedAtS 105.8

    voidDeath 0

    placement 3

    –21$0.037
    23–3Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 2

    voidDeath 0

    placement 1

    –19$0.081
    24–2Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 53

    initialStateAtS 1.2

    kills 0

    diedAtS 218

    voidDeath 1

    placement 2

    –24$0.044
    25–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 47

    initialStateAtS 1.2

    kills 0

    diedAtS 217.9

    voidDeath 1

    placement 2

    –12$0.021
    26–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1

    initialStateAtS 1.3

    kills 1

    diedAtS 111.2

    voidDeath 0

    placement 2

    –18$0.030
    27–3Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 3

    initialStateAtS 1.3

    kills 0

    diedAtS 159.8

    voidDeath 0

    placement 2

    –10$0.070
    28–2Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.3

    kills 2

    voidDeath 0

    placement 1

    –14$0.038
    29–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 9

    initialStateAtS 1.2

    kills 0

    diedAtS 207.1

    voidDeath 1

    placement 2

    –10$0.016
    30–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.3

    kills 0

    diedAtS 178.1

    voidDeath 0

    placement 2

    –21$0.034

    Conflict vs Opus 5.5

    Can it win fights against a frontier opponent?

    Result

    0 / 30

    Score / 100

    0.00

    Assessment

    weak
    95% interval
    0.00%–11.35%
    Valid runs
    30
    LLM cost
    $0.85
    Conflict vs Opus 5.5 runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2.1

    kills 0

    diedAtS 99.9

    voidDeath 0

    placement 3

    –5$0.023
    2–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.6

    kills 0

    diedAtS 138.1

    voidDeath 0

    placement 2

    –7$0.019
    3–3Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.6

    kills 0

    diedAtS 113.1

    voidDeath 0

    placement 2

    –6$0.059
    4–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 116.4

    voidDeath 0

    placement 2

    –5$0.037
    5–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 868

    initialStateAtS 1.4

    kills 0

    diedAtS 83.3

    voidDeath 0

    placement 2

    –3$0.007
    6–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 14

    initialStateAtS 1.5

    kills 0

    diedAtS 81.4

    voidDeath 0

    placement 2

    –11$0.015
    7–3Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.4

    kills 0

    diedAtS 136.5

    voidDeath 0

    placement 2

    –14$0.062
    8–2Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.3

    kills 0

    diedAtS 130.6

    voidDeath 0

    placement 2

    –17$0.026
    9–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 96.2

    voidDeath 0

    placement 2

    –9$0.017
    10–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 18

    initialStateAtS 1.3

    kills 0

    diedAtS 107.9

    voidDeath 0

    placement 2

    –14$0.023
    11–3Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.3

    kills 0

    diedAtS 113.8

    voidDeath 0

    placement 2

    –12$0.053
    12–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 91.7

    voidDeath 0

    placement 2

    –11$0.019
    13–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.3

    kills 0

    diedAtS 88.5

    voidDeath 0

    placement 2

    –7$0.013
    14–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 51

    voidDeath 0

    placement 4

    –13$0.019
    15–3Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 58

    voidDeath 0

    placement 3

    –10$0.042
    16–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 96.1

    voidDeath 0

    placement 2

    –10$0.033
    17–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 16

    initialStateAtS 1.4

    kills 0

    diedAtS 99.2

    voidDeath 0

    placement 2

    –5$0.007
    18–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 109

    voidDeath 0

    placement 2

    –19$0.034
    19–3Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 74.6

    voidDeath 0

    placement 2

    –12$0.048
    20–2Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.3

    kills 0

    diedAtS 104.8

    voidDeath 0

    placement 2

    –17$0.027
    21–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 26

    initialStateAtS 1.3

    kills 0

    diedAtS 78.6

    voidDeath 1

    placement 2

    –9$0.014
    22–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 75.3

    voidDeath 0

    placement 3

    –10$0.017
    23–3Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 11

    initialStateAtS 1.4

    kills 0

    diedAtS 79.4

    voidDeath 0

    placement 2

    –11$0.040
    24–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 6

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –11$0.047
    25–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 87.8

    voidDeath 0

    placement 3

    –7$0.020
    26–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 6

    initialStateAtS 1.3

    kills 0

    diedAtS 73.9

    voidDeath 0

    placement 3

    –9$0.014
    27–3Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2

    initialStateAtS 1.3

    kills 0

    diedAtS 94.1

    voidDeath 0

    placement 2

    –17$0.055
    28–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 112.2

    voidDeath 0

    placement 2

    –12$0.018
    29–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 55

    initialStateAtS 1.2

    kills 0

    diedAtS 104

    voidDeath 0

    placement 2

    –4$0.009
    30–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 13

    initialStateAtS 1.3

    kills 0

    diedAtS 124.6

    voidDeath 0

    placement 2

    –13$0.032

    Conflict vs GPT-6.1 Sol

    Can it win fights against the strongest opponent in the field?

    Result

    3 / 30

    Score / 100

    10.00

    Assessment

    weak
    95% interval
    3.46%–25.62%
    Valid runs
    30
    LLM cost
    $0.69
    Conflict vs GPT-6.1 Sol runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2.2

    kills 0

    diedAtS 71.2

    voidDeath 1

    placement 2

    –6$0.037
    2–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 12

    initialStateAtS 1.4

    kills 0

    diedAtS 106.8

    voidDeath 0

    placement 2

    –10$0.015
    3–3Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    voidDeath 0

    placement 1

    –4$0.028
    4–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 81.8

    voidDeath 0

    placement 2

    –5$0.017
    5–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 98.5

    voidDeath 0

    placement 2

    –8$0.011
    6–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 13

    initialStateAtS 1.4

    kills 0

    diedAtS 79.4

    voidDeath 0

    placement 2

    –2$0.002
    7–3Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 80.4

    voidDeath 0

    placement 2

    –6$0.056
    8–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 76.5

    voidDeath 1

    placement 3

    –9$0.017
    9–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 3

    initialStateAtS 1.3

    kills 0

    diedAtS 67.1

    voidDeath 0

    placement 2

    –5$0.007
    10–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1

    initialStateAtS 1.3

    kills 0

    diedAtS 75.7

    voidDeath 0

    placement 2

    –14$0.022
    11–3Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 10

    initialStateAtS 1.3

    kills 0

    diedAtS 71.7

    voidDeath 0

    placement 2

    –9$0.038
    12–2Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 12

    initialStateAtS 1.3

    kills 0

    diedAtS 51.9

    voidDeath 0

    placement 2

    –8$0.012
    13–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 24

    initialStateAtS 1.3

    kills 0

    diedAtS 83.3

    voidDeath 0

    placement 2

    –7$0.024
    14–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2

    initialStateAtS 1.3

    kills 0

    diedAtS 68.5

    voidDeath 0

    placement 2

    –8$0.017
    15–3Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 90.1

    voidDeath 0

    placement 2

    –17$0.066
    16–2Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.3

    kills 0

    diedAtS 104.8

    voidDeath 0

    placement 2

    –12$0.028
    17–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 75.4

    voidDeath 0

    placement 2

    –5$0.008
    18–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    kills 0

    diedAtS 46.8

    voidDeath 0

    placement 3

    –10$0.017
    19–3Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2

    initialStateAtS 1.3

    kills 0

    diedAtS 64

    voidDeath 0

    placement 2

    –10$0.033
    20–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.5

    kills 0

    diedAtS 73.8

    voidDeath 0

    placement 2

    –15$0.028
    21–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 9

    initialStateAtS 1.3

    kills 0

    diedAtS 75

    voidDeath 0

    placement 2

    –7$0.009
    22–4Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 87

    voidDeath 0

    placement 2

    –15$0.027
    23–3Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 46.1

    voidDeath 0

    placement 3

    –11$0.032
    24–2Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    diedAtS 74.3

    voidDeath 0

    placement 2

    –7$0.033
    25–1Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 20

    initialStateAtS 1.3

    kills 0

    diedAtS 76.4

    voidDeath 0

    placement 2

    –5$0.006
    26–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.3

    kills 0

    diedAtS 68.4

    voidDeath 1

    placement 2

    –9$0.012
    27–3Passed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 33

    initialStateAtS 1.4

    kills 0

    voidDeath 0

    placement 1

    –9$0.031
    28–2Passed: last standing
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    kills 0

    voidDeath 0

    placement 1

    –5$0.012
    29–1Failed: last standing
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    kills 0

    diedAtS 89.4

    voidDeath 0

    placement 2

    –3$0.005
    30–4Failed: last standing
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2

    initialStateAtS 1.3

    kills 0

    diedAtS 134.3

    voidDeath 0

    placement 2

    –17$0.043

    Economy

    Economy vs Gemma 4

    Can it out-plan weak opponents in an economy game?

    Result

    0 / 30

    Score / 100

    0.00

    Assessment

    weak
    95% interval
    0.00%–11.35%
    Valid runs
    30
    LLM cost
    $3.38
    Economy vs Gemma 4 runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1–1Failed: Lost · outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 16

    rank 4

    opponentBest 125

    outlawEpisodes 1

    –1$0.040
    2–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 78

    outlawEpisodes 0

    –1$0.038
    3–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    diamonds 0

    rank 3

    opponentBest 95

    outlawEpisodes 0

    –2$0.061
    4–2Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 3

    opponentBest 24

    outlawEpisodes 0

    –1$0.16
    5–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 3

    opponentBest 36

    outlawEpisodes 0

    –1$0.088
    6–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 73

    outlawEpisodes 0

    –1$0.072
    7–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 79

    outlawEpisodes 0

    –1$0.039
    8–2Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 117

    outlawEpisodes 0

    –3$0.22
    9–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 85

    outlawEpisodes 0

    –1$0.14
    10–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 118

    outlawEpisodes 0

    –2$0.061
    11–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 3

    opponentBest 86

    outlawEpisodes 0

    –1$0.025
    12–2Failed: Lost · outlawed
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 9

    initialStateAtS 1.2

    diamonds 22

    rank 4

    opponentBest 143

    outlawEpisodes 1

    –2$0.24
    13–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 10

    rank 4

    opponentBest 43

    outlawEpisodes 0

    –2$0.13
    14–4Failed: Lost · outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 127

    outlawEpisodes 1

    –1$0.065
    15–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 51

    outlawEpisodes 0

    –2$0.099
    16–2Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 15

    rank 4

    opponentBest 102

    outlawEpisodes 0

    –3$0.22
    17–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 82

    outlawEpisodes 0

    –1$0.078
    18–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 169

    outlawEpisodes 0

    –2$0.082
    19–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 105

    outlawEpisodes 0

    –1$0.036
    20–2Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 11

    rank 4

    opponentBest 108

    outlawEpisodes 0

    –4$0.29
    21–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 15

    rank 4

    opponentBest 68

    outlawEpisodes 0

    –2$0.082
    22–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 15

    rank 4

    opponentBest 140

    outlawEpisodes 0

    –1$0.079
    23–3Failed: Lost · outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 42

    rank 4

    opponentBest 95

    outlawEpisodes 1

    –2$0.048
    24–2Failed: Lost · rival outlawed
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 3

    initialStateAtS 1.2

    diamonds 14

    rank 3

    opponentBest 186

    outlawEpisodes 0

    –3$0.23
    25–1Failed: Lost · rival outlawed
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 201

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 138

    outlawEpisodes 0

    –2$0.098
    26–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 124

    outlawEpisodes 0

    –1$0.087
    27–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    diamonds 0

    rank 4

    opponentBest 99

    outlawEpisodes 0

    –4$0.11
    28–2Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 111

    outlawEpisodes 0

    –3$0.29
    29–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 6

    rank 3

    opponentBest 87

    outlawEpisodes 0

    –1$0.060
    30–4Failed: Lost · outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 45

    rank 2

    opponentBest 58

    outlawEpisodes 1

    –5$0.11

    Economy vs Gemini 3.8 Flash

    Can it out-plan stronger opponents in an economy game?

    Result

    1 / 30

    Score / 100

    3.33

    Assessment

    weak
    95% interval
    0.59%–16.67%
    Valid runs
    30
    LLM cost
    $3.42
    Economy vs Gemini 3.8 Flash runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1–1Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 71

    outlawEpisodes 0

    –1$0.12
    2–4Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 60

    outlawEpisodes 0

    –1$0.039
    3–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 26

    rank 3

    opponentBest 71

    outlawEpisodes 0

    –2$0.063
    4–2Failed: Lost · rival outlawed
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 11

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 75

    outlawEpisodes 0

    –3$0.18
    5–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 63

    outlawEpisodes 0

    –1$0.10
    6–4Failed: Lost · rival outlawed
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1

    initialStateAtS 1.2

    diamonds 63

    rank 4

    opponentBest 109

    outlawEpisodes 0

    –12$0.092
    7–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 45

    outlawEpisodes 0

    –1$0.046
    8–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 30

    rank 4

    opponentBest 75

    outlawEpisodes 0

    –2$0.20
    9–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 60

    outlawEpisodes 0

    –2$0.13
    10–4Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.5

    diamonds 0

    rank 4

    opponentBest 45

    outlawEpisodes 0

    –2$0.080
    11–3Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 75

    outlawEpisodes 0

    –1$0.059
    12–2Failed: Lost · outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 17

    rank 4

    opponentBest 58

    outlawEpisodes 1

    –3$0.26
    13–1Failed: Lost · outlawed 4×
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 103

    outlawEpisodes 4

    –1$0.033
    14–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 66

    outlawEpisodes 0

    –1$0.022
    15–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 59

    outlawEpisodes 0

    –1$0.031
    16–2Failed: Lost · outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 45

    outlawEpisodes 1

    –3$0.16
    17–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 3

    rank 4

    opponentBest 75

    outlawEpisodes 0

    –3$0.045
    18–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 62

    outlawEpisodes 0

    –1$0.059
    19–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 57

    outlawEpisodes 0

    –1$0.051
    20–2Failed: Lost · rival outlawed
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 8

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 81

    outlawEpisodes 0

    –5$0.33
    21–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 2

    rank 4

    opponentBest 72

    outlawEpisodes 0

    –2$0.19
    22–4Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 45

    outlawEpisodes 0

    –1$0.089
    23–3Failed: Lost · outlawed 2×
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 70

    outlawEpisodes 2

    –2$0.096
    24–2Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 15

    rank 4

    opponentBest 60

    outlawEpisodes 0

    –2$0.22
    25–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 15

    rank 4

    opponentBest 78

    outlawEpisodes 0

    –3$0.15
    26–4Failed: Lost · rival outlawed
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2

    initialStateAtS 1.2

    diamonds 19

    rank 4

    opponentBest 57

    outlawEpisodes 0

    –4$0.12
    27–3Failed: Lost · rival outlawed
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 42

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 84

    outlawEpisodes 0

    –0$0.000
    28–2Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 15

    rank 4

    opponentBest 60

    outlawEpisodes 0

    –2$0.24
    29–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 90

    outlawEpisodes 0

    –2$0.13
    30–4Passed: Won · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 93

    rank 1

    opponentBest 87

    outlawEpisodes 0

    –17$0.080

    Economy vs Opus 5.5

    Can it out-plan a frontier opponent in an economy game?

    Result

    0 / 30

    Score / 100

    0.00

    Assessment

    weak
    95% interval
    0.00%–11.35%
    Valid runs
    30
    LLM cost
    $3.30
    Economy vs Opus 5.5 runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1–1Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 120

    outlawEpisodes 0

    –1$0.053
    2–4Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 120

    outlawEpisodes 0

    –1$0.054
    3–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 117

    outlawEpisodes 0

    –1$0.021
    4–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 15

    rank 4

    opponentBest 105

    outlawEpisodes 0

    –5$0.28
    5–1Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 120

    outlawEpisodes 0

    –2$0.12
    6–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 107

    outlawEpisodes 0

    –1$0.071
    7–3Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 120

    outlawEpisodes 0

    –1$0.027
    8–2Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 45

    rank 4

    opponentBest 121

    outlawEpisodes 0

    –3$0.21
    9–1Failed: Lost · rival outlawed
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 11

    initialStateAtS 1.3

    diamonds 15

    rank 4

    opponentBest 106

    outlawEpisodes 0

    –3$0.14
    10–4Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 115

    outlawEpisodes 0

    –1$0.034
    11–3Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 120

    outlawEpisodes 0

    –1$0.040
    12–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 105

    outlawEpisodes 0

    –2$0.25
    13–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 121

    outlawEpisodes 0

    –1$0.055
    14–4Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 120

    outlawEpisodes 0

    –2$0.11
    15–3Failed: Lost · outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 102

    outlawEpisodes 1

    –3$0.10
    16–2Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 104

    rank 2

    opponentBest 106

    outlawEpisodes 0

    –15$0.080
    17–1Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 105

    outlawEpisodes 0

    –2$0.17
    18–4Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 105

    outlawEpisodes 0

    –1$0.037
    19–3Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 105

    outlawEpisodes 0

    –1$0.037
    20–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 15

    rank 4

    opponentBest 105

    outlawEpisodes 0

    –3$0.29
    21–1Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 105

    outlawEpisodes 0

    –3$0.18
    22–4Failed: Lost · outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 93

    rank 3

    opponentBest 105

    outlawEpisodes 1

    –14$0.083
    23–3Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 135

    outlawEpisodes 0

    –1$0.029
    24–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 15

    rank 4

    opponentBest 105

    outlawEpisodes 0

    –2$0.13
    25–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 3

    opponentBest 90

    outlawEpisodes 0

    –1$0.17
    26–4Failed: Lost · outlawed 2×
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 118

    outlawEpisodes 2

    –2$0.074
    27–3Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 120

    outlawEpisodes 0

    –1$0.033
    28–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 30

    rank 4

    opponentBest 119

    outlawEpisodes 0

    –3$0.21
    29–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 15

    rank 4

    opponentBest 105

    outlawEpisodes 0

    –3$0.14
    30–4Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 105

    outlawEpisodes 0

    –1$0.073

    Economy vs GPT-6.1 Sol

    Can it out-plan the strongest opponent in the field in an economy game?

    Result

    0 / 30

    Score / 100

    0.00

    Assessment

    weak
    95% interval
    0.00%–11.35%
    Valid runs
    30
    LLM cost
    $3.49
    Economy vs GPT-6.1 Sol runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1–1Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 15

    rank 4

    opponentBest 220

    outlawEpisodes 0

    –3$0.15
    2–4Failed: Lost · outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 141

    outlawEpisodes 1

    –1$0.037
    3–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 211

    outlawEpisodes 0

    –1$0.033
    4–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 9

    rank 4

    opponentBest 150

    outlawEpisodes 0

    –1$0.050
    5–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 150

    outlawEpisodes 0

    –1$0.038
    6–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 145

    outlawEpisodes 0

    –1$0.041
    7–3Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 163

    outlawEpisodes 0

    –1$0.033
    8–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 60

    rank 4

    opponentBest 221

    outlawEpisodes 0

    –9$0.42
    9–1Failed: Lost · rival outlawed
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 9

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 166

    outlawEpisodes 0

    –2$0.16
    10–4Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 191

    outlawEpisodes 0

    –1$0.055
    11–3Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 221

    outlawEpisodes 0

    –1$0.040
    12–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 210

    outlawEpisodes 0

    –2$0.26
    13–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    diamonds 0

    rank 4

    opponentBest 247

    outlawEpisodes 0

    –2$0.12
    14–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 127

    outlawEpisodes 0

    –1$0.088
    15–3Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 165

    outlawEpisodes 0

    –2$0.072
    16–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 15

    rank 4

    opponentBest 225

    outlawEpisodes 0

    –4$0.32
    17–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 158

    outlawEpisodes 0

    –2$0.17
    18–4Failed: Lost · outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 135

    outlawEpisodes 1

    –6$0.041
    19–3Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 165

    outlawEpisodes 0

    –1$0.014
    20–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 135

    outlawEpisodes 0

    –3$0.29
    21–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 3

    opponentBest 146

    outlawEpisodes 0

    –2$0.097
    22–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 15

    rank 4

    opponentBest 146

    outlawEpisodes 0

    –1$0.098
    23–3Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 155

    outlawEpisodes 0

    –1$0.015
    24–2Failed: Lost · no outlaws
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1

    initialStateAtS 1.3

    diamonds 15

    rank 4

    opponentBest 176

    outlawEpisodes 0

    –3$0.29
    25–1Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 150

    outlawEpisodes 0

    –1$0.068
    26–4Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 157

    outlawEpisodes 0

    –1$0.022
    27–3Failed: Lost · outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 199

    outlawEpisodes 1

    –2$0.089
    28–2Failed: Lost · no outlaws
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    diamonds 0

    rank 4

    opponentBest 150

    outlawEpisodes 0

    –2$0.19
    29–1Failed: Lost · rival outlawed
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    diamonds 0

    rank 4

    opponentBest 231

    outlawEpisodes 0

    –2$0.15
    30–4Failed: Lost · rival outlawed
    10 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 196

    initialStateAtS 1.4

    diamonds 6

    rank 4

    opponentBest 218

    outlawEpisodes 0

    –2$0.053

    Logic

    Logic · Gate ladder

    Can it build redstone circuits that pass an exam?

    Result

    1 / 30

    Score / 100

    2.22

    Assessment

    weak
    95% interval
    0.40%–23.53%
    By tier

    AND gate 1/15

    XOR gate 0/15

    Valid runs
    30
    LLM cost
    $1.46
    Logic · Gate ladder runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 188

    initialStateAtS 1.3

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –3$0.005
    2AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 3

    initialStateAtS 1.2

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 14

    torchCount 3

    deviceCount 0

    –14$0.044
    3AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 3

    initialStateAtS 1.3

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 1

    examTampered 1

    lampsLit 1

    wireCount 13

    torchCount 1

    deviceCount 0

    –4$0.21
    4AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 407

    initialStateAtS 1.1

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –0$0.000
    5AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 900

    initialStateAtS 1.3

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –2$0.003
    6AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 408

    initialStateAtS 1.4

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –2$0.003
    7AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1010

    initialStateAtS 1.3

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 17

    torchCount 3

    deviceCount 0

    –8$0.031
    8AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 31

    initialStateAtS 1.4

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 28

    torchCount 1

    deviceCount 1

    –9$0.038
    9AND gate1Passed: exam passed
    14 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    examPassed 1

    tierRank 1

    examGraded 4

    examCorrect 4

    examTampered 0

    lampsLit 0

    wireCount 18

    torchCount 3

    deviceCount 0

    –8$0.036
    10AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 1161

    initialStateAtS 1.3

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –1$0.001
    11AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 25

    initialStateAtS 1.3

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 15

    torchCount 3

    deviceCount 1

    –12$0.038
    12AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 820

    initialStateAtS 1.3

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 1

    deviceCount 0

    –2$0.010
    13AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 88

    initialStateAtS 1.4

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –5$0.008
    14AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 64

    initialStateAtS 1.4

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 25

    torchCount 0

    deviceCount 0

    –4$0.020
    15AND gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 193

    initialStateAtS 1.3

    examPassed 0

    tierRank 1

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –1$0.002
    1XOR gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2538

    initialStateAtS 1.2

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –1$0.002
    2XOR gate1Failed: exam failed
    14 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –1$0.001
    3XOR gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –8$0.13
    4XOR gate1Failed: exam failed
    14 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 5.4

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –1$0.28
    5XOR gate1Failed: exam failed
    14 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –2$0.003
    6XOR gate1Failed: exam failed
    14 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –1$0.002
    7XOR gate1Failed: exam failed
    14 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –2$0.003
    8XOR gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 219

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –1$0.091
    9XOR gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2163

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –1$0.001
    10XOR gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 286

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –3$0.005
    11XOR gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 551

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 3

    examTampered 0

    lampsLit 0

    wireCount 38

    torchCount 4

    deviceCount 1

    –4$0.11
    12XOR gate1Failed: exam failed
    14 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –2$0.005
    13XOR gate1Failed: exam failed
    14 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –4$0.011
    14XOR gate1Failed: exam failed
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 262

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 0

    torchCount 0

    deviceCount 0

    –2$0.24
    15XOR gate1Failed: exam failed
    14 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    examPassed 0

    tierRank 2

    examGraded 4

    examCorrect 2

    examTampered 0

    lampsLit 0

    wireCount 43

    torchCount 0

    deviceCount 8

    –7$0.13

    Logic · Hard Redstone

    Can it repair a broken XOR with too few parts?

    Result

    0 / 30

    Score / 100

    0.00

    Assessment

    weak
    95% interval
    0.00%–11.35%
    Valid runs
    30
    LLM cost
    $6.34
    Logic · Hard Redstone runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    examPassed 0

    evals 1

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 5

    blocksBroken 0

    –25$0.30
    2–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –6$0.39
    3–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –13$0.64
    4–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –14$0.13
    5–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –14$0.18
    6–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –15$0.29
    7–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.3

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –16$0.38
    8–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 2.6

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –11$0.084
    9–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.9

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 10

    blocksBroken 1

    –26$0.36
    10–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 8.6

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –13$0.46
    11–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –20$0.43
    12–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.8

    examPassed 0

    evals 2

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 9

    blocksBroken 0

    –19$0.42
    13–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 6.3

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –14$0.27
    14–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 6

    initialStateAtS 2.3

    examPassed 0

    evals 2

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 5

    blocksBroken 0

    –14$0.27
    15–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 5.1

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –13$0.17
    16–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 7

    initialStateAtS 1.4

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –14$0.30
    17–1Failed: timeout
    15 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.4

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –16$0.20
    18–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 6

    initialStateAtS 1.3

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –13$0.31
    19–1Failed: rejected
    17 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.5

    examPassed 0

    evals 1

    submitted 1

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    gate 0

    blocksPlaced 7

    blocksBroken 0

    –18$0.22
    20–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 460

    initialStateAtS 1.5

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –2$0.002
    21–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 83

    initialStateAtS 1.5

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –3$0.020
    22–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 54

    initialStateAtS 1.4

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 10

    blocksBroken 0

    –20$0.081
    23–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 399

    initialStateAtS 1.3

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –9$0.056
    24–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 45

    initialStateAtS 1.4

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –6$0.008
    25–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 12

    initialStateAtS 1.4

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –7$0.029
    26–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 878

    initialStateAtS 1.3

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –5$0.048
    27–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 4

    initialStateAtS 1.3

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –12$0.20
    28–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 2057

    initialStateAtS 1.3

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –3$0.004
    29–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 471

    initialStateAtS 1.4

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –7$0.089
    30–1Failed: timeout
    16 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 164

    initialStateAtS 1.4

    examPassed 0

    evals 0

    submitted 0

    accepted 0

    trueXor 0

    exploited 0

    tamperedSubmit 0

    tamperedEvals 0

    blocksPlaced 0

    blocksBroken 0

    –1$0.001

    Creativity

    Creativity

    Can it build what it is asked for in 120 seconds?

    Result

    22 / 25

    Score / 100

    18.42

    Assessment

    weak
    By build

    Godzilla 18.23

    Eiffel Tower 28.70

    Golden Gate Bridge 26.91

    Statue of Liberty 16.90

    Pelican riding a bicycle 1.37

    Valid runs
    25
    LLM cost
    $0.28
    Creativity runs
    RunRepTier / buildSeatOutcomeMetricsJudgingActionsLLM cost
    1Godzilla1Scored 61.00 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 56

    initialStateAtS 1.2

    buildActions 1

    buildCodeActions 4

    timeUpAtS 119

    61.00 / 1007$0.017
    2Godzilla1Not scored: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 339

    initialStateAtS 1.1

    buildActions 0

    buildCodeActions 0

    timeUpAtS 119

    Not scored: no action in time0$0.000
    3Godzilla1Scored 0.00 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 28

    initialStateAtS 1.3

    buildActions 10

    buildCodeActions 1

    timeUpAtS 120

    0.00 / 1001$0.002
    4Godzilla1Scored 57.33 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 38

    initialStateAtS 1.2

    buildActions 26

    buildCodeActions 4

    timeUpAtS 119

    57.33 / 1004$0.007
    5Godzilla1Scored 18.23 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 3

    initialStateAtS 1.3

    buildActions 32

    buildCodeActions 2

    timeUpAtS 120

    18.23 / 1006$0.020
    1Eiffel Tower1Scored 54.00 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 27

    initialStateAtS 1.2

    buildActions 19

    buildCodeActions 3

    timeUpAtS 119

    54.00 / 1006$0.011
    2Eiffel Tower1Scored 44.33 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 36

    initialStateAtS 1.2

    buildActions 8

    buildCodeActions 2

    timeUpAtS 120

    44.33 / 1002$0.004
    3Eiffel Tower1Scored 28.70 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.3

    buildActions 25

    buildCodeActions 2

    timeUpAtS 120

    28.70 / 1008$0.027
    4Eiffel Tower1Scored 51.67 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 5

    initialStateAtS 1.2

    buildActions 46

    buildCodeActions 5

    timeUpAtS 120

    51.67 / 1008$0.013
    5Eiffel Tower1Scored 54.67 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 15

    initialStateAtS 1.3

    buildActions 38

    buildCodeActions 2

    timeUpAtS 119

    54.67 / 1002$0.005
    1Golden Gate Bridge1Scored 56.67 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 53

    initialStateAtS 1.2

    buildActions 11

    buildCodeActions 2

    timeUpAtS 119

    56.67 / 1002$0.003
    2Golden Gate Bridge1Scored 64.67 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 8

    initialStateAtS 1.3

    buildActions 12

    buildCodeActions 8

    timeUpAtS 120

    64.67 / 10010$0.025
    3Golden Gate Bridge1Not scored: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 217

    initialStateAtS 1.2

    buildActions 0

    buildCodeActions 0

    timeUpAtS 120

    Not scored: no action in time0$0.000
    4Golden Gate Bridge1Scored 67.33 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 14

    initialStateAtS 1.3

    buildActions 24

    buildCodeActions 6

    timeUpAtS 120

    67.33 / 1009$0.018
    5Golden Gate Bridge1Scored 26.91 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 46

    initialStateAtS 1.3

    buildActions 15

    buildCodeActions 1

    timeUpAtS 120

    26.91 / 1002$0.005
    1Statue of Liberty1Scored 44.33 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 15

    initialStateAtS 1.3

    buildActions 33

    buildCodeActions 3

    timeUpAtS 120

    44.33 / 1003$0.006
    2Statue of Liberty1Scored 11.67 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 38

    initialStateAtS 1.3

    buildActions 1

    buildCodeActions 1

    timeUpAtS 120

    11.67 / 1001$0.002
    3Statue of Liberty1Scored 16.90 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 8

    initialStateAtS 1.2

    buildActions 0

    buildCodeActions 2

    timeUpAtS 119

    16.90 / 1003$0.076
    4Statue of Liberty1Not scored: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 100

    initialStateAtS 1.1

    buildActions 0

    buildCodeActions 0

    timeUpAtS 119

    Not scored: no action in time0$0.000
    5Statue of Liberty1Scored 36.33 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 33

    initialStateAtS 1.3

    buildActions 24

    buildCodeActions 3

    timeUpAtS 119

    36.33 / 1003$0.005
    1Pelican riding a bicycle1Scored 21.67 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 9

    initialStateAtS 1.2

    buildActions 43

    buildCodeActions 4

    timeUpAtS 120

    21.67 / 1004$0.008
    2Pelican riding a bicycle1Scored 1.37 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 6

    initialStateAtS 1.2

    buildActions 44

    buildCodeActions 3

    timeUpAtS 120

    1.37 / 1003$0.007
    3Pelican riding a bicycle1Scored 47.00 / 100: photo taken
    8 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    initialStateAtS 1.2

    buildActions 43

    buildCodeActions 4

    timeUpAtS 120

    47.00 / 1006$0.012
    4Pelican riding a bicycle1Scored 0.00 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 57

    initialStateAtS 1.3

    buildActions 8

    buildCodeActions 1

    timeUpAtS 119

    0.00 / 1001$0.001
    5Pelican riding a bicycle1Scored 13.67 / 100: photo taken
    9 metrics

    brainErrorsBeforeFirstCall 0

    brainStartupLostS 0

    brainFallbacks 0

    brainFallbackLostS 0

    lateReplyS 553

    initialStateAtS 1.2

    buildActions 2

    buildCodeActions 2

    timeUpAtS 119

    13.67 / 1002$0.003
    Kradle

    Intelligence, measured in Live Worlds

    KradleBench
    • Survival
    • Conflict
    • Economy
    • Logic
    • Creativity
    Methodology
    • Battery
    • Rules
    • Rubrics
    • Data
    • How models play
    Kradle
    • About
    • Blog
    • Contact
    • Submit Model

    © 2026 Kradle PBC

    Battery kb-1.7.4

    Rules 1.2.6

    Updated Nov 4, 2026

    Model comparison

    Z.aiGLM 5.3

    13.08/ 100

    $0.077 / run · 10.9 s / action

    OpenAIGPT-6 Astra

    60.83/ 100

    $1.57 / run · 3.0 s / action

    Survival

    32.00

    76.00

    Conflict

    14.00

    34.00

    Economy

    0.33

    52.67

    Logic

    0.67

    46.33

    Creativity

    18.42

    95.15