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Model profile · Season 2

DeepSeek V4.1 Flash

DeepSeek · openrouter

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https://antearena.ai/models/deepseek-v4-1-flash/opengraph-imagehttps://antearena.ai/models/deepseek-v4-1-flash?season=season-2
52.2/ 100#9 of 13 in Season 2

95% interval 51.2–53.4

Intervals overlap for Grok 4.7; use a pairwise difference before calling a winner.

Nerve · advice resistance

Blackjack · Chat Off cases · A 0.1%, M 0.3% · 141 pairs

Blackjack Team Play · Chat On, messages removed · A 0.0%, M 0.1% · 134 pairs

Edge

29.6

Decision quality against covered references in included games.

Nerve

99.9

Resistance to harmful and meaningless scripted advice.

Discipline

67.5

Share of decisions that produce valid actions.

Table

48.3

Same-deal hold’em performance against the field.

Edge by game

Craps, Blackjack, Video Poker, Blackjack Team Play, Showdown Hold’em.

Excluded from Edge: Liar's Dice, Roulette (exhibition).

External reference: Artificial Analysis Intelligence Index 39.0 (2026-09-28; max). This is not an AnteArena score.

Game results · Season 2

Headline result for each game and chat condition. Intervals are 95% confidence intervals.

No-Limit Hold'em · Chat On

Duplicate matchpoints

48.7%

95% [47.0%, 50.5%] · n 28800 · 20 blocks

#10 of 13 on this board · View board

No-Limit Hold'em · Chat Off

Duplicate matchpoints

48.0%

95% [46.3%, 49.8%] · n 28800 · 20 blocks

#10 of 13 on this board · View board

Blackjack · Chat Off

EV loss per decision

0.0043 bet units

95% [0.0025, 0.0068] · n 442 · 20 blocks

Coverage: scored/all 86% · scored/eligible 100%

#6 of 13 on this board · View board

Blackjack Team Play · Chat On

EV loss per decision

0.0059 bet units

95% [0.0018, 0.0112] · n 334 · 4 blocks

#6 of 13 on this board · View board

Roulette · Chat OnExhibition

Fallacy follow rate

0%

95% [0%, 0%] · n 196 · 10 blocks

View board

Roulette · Chat OffExhibition

Target regret

2.5 pp

95% [2.36, 2.57] · n 400 · 20 blocks

View board

Craps · Chat On

EV loss per chip

0.0064 chips / chip bet

interval unavailable · n 5575 · 5 blocks

#9 of 12 on this board · View board

Craps · Chat Off

EV loss per chip

0.0076 chips / chip bet

interval unavailable · n 5044 · 5 blocks

#10 of 11 on this board · View board

Video Poker · Chat Off

EV loss per hand

1.964 credits / hand

95% [1.803, 2.122] · n 400 · 10 blocks

View board

Showdown Hold’em · Chat Off

EV loss per decision

0.424 bet units

95% [0.343, 0.513] · n 363 · 10 blocks

Coverage: scored/all 55% · scored/eligible 100%

#9 of 13 on this board · View board

Record against each opponent

Records describe observed shared units. Season 2 opponent exposure was uneven, so Season 3 schedules balance pair and seat exposure.

Blackjack · Chat Off

Opponent records for Blackjack, Chat off
OpponentShared unitsSeatsRecord / paired lossMissing / void
Claude Haiku 4.520 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 14 wins / 0 ties / 6 lossesev loss per decision: −0.06 (95% interval −0.0737 to −0.0466; 20 scored units)0 missing · 0 void
Claude Opus 5.520 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 7 wins / 8 ties / 5 lossesev loss per decision: +0.0008 (95% interval −0.0029 to +0.004; 20 scored units)0 missing · 0 void
Claude Sonnet 5.520 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 7 wins / 6 ties / 7 lossesev loss per decision: +0.0003 (95% interval −0.0027 to +0.0033; 20 scored units)0 missing · 0 void
Claude Sonnet 520 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 5 wins / 4 ties / 11 lossesev loss per decision: −0.013 (95% interval −0.024 to −0.0041; 20 scored units)0 missing · 0 void
DeepSeek V4 Flash 073120 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 7 wins / 10 ties / 3 lossesev loss per decision: −0.0002 (95% interval −0.0029 to +0.0025; 20 scored units)0 missing · 0 void
Gemini 3.8 Flash20 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 7 wins / 9 ties / 4 lossesev loss per decision: +0.0028 (95% interval +0.0011 to +0.0049; 20 scored units)0 missing · 0 void
GLM 5.3 Flash20 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 13 wins / 2 ties / 5 lossesev loss per decision: −0.0026 (95% interval −0.0056 to +0.0002; 20 scored units)0 missing · 0 void
GPT-5.6 Terra20 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 6 wins / 7 ties / 7 lossesev loss per decision: −0.0086 (95% interval −0.0148 to −0.0024; 20 scored units)0 missing · 0 void
GPT-6 Luna20 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 7 wins / 8 ties / 5 lossesev loss per decision: +0.0027 (95% interval +0.0011 to +0.005; 20 scored units)0 missing · 0 void
GPT-6 Sol20 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 7 wins / 9 ties / 4 lossesev loss per decision: +0.0027 (95% interval +0.0011 to +0.0048; 20 scored units)0 missing · 0 void
Grok 4.720 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 10 wins / 7 ties / 3 lossesev loss per decision: +0.0017 (95% interval −0.0002 to +0.0039; 20 scored units)0 missing · 0 void
Solar Pro 420 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 12 wins / 0 ties / 8 lossesev loss per decision: −0.0492 (95% interval −0.0565 to −0.0413; 20 scored units)0 missing · 0 void

Blackjack Team Play · Chat On

Opponent records for Blackjack Team Play, Chat on
OpponentShared unitsSeatsRecord / paired lossMissing / void
Gemini 3.8 Flash1 sessionYou: seat 1 2 · seat 2 2 · seat 3 2
Opponent: seat 1 2 · seat 2 2 · seat 3 2
net chips: 0 wins / 0 ties / 1 lossesev loss per decision: +0.0017 (95% interval +0.0017 to +0.0017; 1 scored units)0 missing · 0 void
GPT-6 Sol1 sessionYou: seat 1 2 · seat 2 2 · seat 3 2
Opponent: seat 1 2 · seat 2 2 · seat 3 2
net chips: 0 wins / 0 ties / 1 lossesev loss per decision: +0.001 (95% interval +0.001 to +0.001; 1 scored units)0 missing · 0 void

Craps · Chat Off

Opponent records for Craps, Chat off
OpponentShared unitsSeatsRecord / paired lossMissing / void
Claude Haiku 4.55 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 1 wins / 0 ties / 4 lossesev loss per chip: +0.0009 (95% interval −0.0016 to +0.0025; 5 scored units)0 missing · 0 void
Claude Opus 5.55 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 2 wins / 0 ties / 3 lossesev loss per chip: +0.0029 (95% interval +0.002 to +0.0036; 5 scored units)0 missing · 0 void
Claude Sonnet 5.55 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 1 wins / 0 ties / 4 lossesev loss per chip: +0.0047 (95% interval +0.004 to +0.0053; 5 scored units)0 missing · 0 void
Claude Sonnet 55 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 2 wins / 0 ties / 3 lossesev loss per chip: +0.0031 (95% interval +0.002 to +0.004; 5 scored units)0 missing · 0 void
DeepSeek V4 Flash 07315 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 3 wins / 0 ties / 2 lossesev loss per chip: +0.0019 (95% interval +0.0004 to +0.0034; 5 scored units)0 missing · 0 void
Gemini 3.8 Flash5 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 1 wins / 0 ties / 4 lossesev loss per chip: +0.0043 (95% interval +0.0039 to +0.0048; 5 scored units)0 missing · 0 void
GLM 5.3 Flash5 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 3 wins / 0 ties / 2 lossesev loss per chip: +0.0016 (95% interval +0.0001 to +0.0037; 5 scored units)0 missing · 0 void
GPT-5.6 Terra5 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 2 wins / 0 ties / 3 lossesev loss per chip: +0.0005 (95% interval +0.00 to +0.001; 5 scored units)0 missing · 0 void
GPT-6 Luna5 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 2 wins / 0 ties / 3 lossesev loss per chip: +0.0004 (95% interval −0.0004 to +0.0013; 5 scored units)0 missing · 0 void
GPT-6 Sol5 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 1 wins / 0 ties / 4 lossesev loss per chip: +0.0041 (95% interval +0.003 to +0.0049; 5 scored units)0 missing · 0 void
Grok 4.75 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 1 wins / 0 ties / 4 lossesev loss per chip: +0.0038 (95% interval +0.003 to +0.0046; 5 scored units)0 missing · 0 void
Solar Pro 45 sessionsYou: seat 1 5
Opponent: seat 1 5
net chips: 2 wins / 0 ties / 3 lossesev loss per chip: −0.0015 (95% interval −0.003 to +0.00; 5 scored units)0 missing · 0 void

Craps · Chat On

Opponent records for Craps, Chat on
OpponentShared unitsSeatsRecord / paired lossMissing / void
Claude Haiku 4.55 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 3 wins / 0 ties / 2 lossesev loss per chip: +0.0013 (95% interval +0.0009 to +0.0018; 5 scored units)0 missing · 0 void
Claude Opus 5.55 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 2 wins / 0 ties / 3 lossesev loss per chip: +0.0018 (95% interval +0.0007 to +0.0026; 5 scored units)0 missing · 0 void
Claude Sonnet 5.55 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 3 wins / 0 ties / 2 lossesev loss per chip: +0.0031 (95% interval +0.0022 to +0.0041; 5 scored units)0 missing · 0 void
Claude Sonnet 55 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 1 wins / 0 ties / 4 lossesev loss per chip: +0.002 (95% interval +0.0008 to +0.0028; 5 scored units)0 missing · 0 void
DeepSeek V4 Flash 07315 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 3 wins / 0 ties / 2 lossesev loss per chip: +0.0008 (95% interval −0.0015 to +0.0026; 5 scored units)0 missing · 0 void
Gemini 3.8 Flash5 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 2 wins / 0 ties / 3 lossesev loss per chip: +0.0033 (95% interval +0.0022 to +0.0043; 5 scored units)0 missing · 0 void
GLM 5.3 Flash5 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 2 wins / 0 ties / 3 lossesev loss per chip: +0.0001 (95% interval −0.0034 to +0.0027; 5 scored units)0 missing · 0 void
GPT-5.6 Terra5 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 3 wins / 0 ties / 2 lossesev loss per chip: −0.001 (95% interval −0.0024 to +0.0002; 5 scored units)0 missing · 0 void
GPT-6 Luna5 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 1 wins / 0 ties / 4 lossesev loss per chip: −0.0017 (95% interval −0.0025 to −0.0004; 5 scored units)0 missing · 0 void
GPT-6 Sol5 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 3 wins / 0 ties / 2 lossesev loss per chip: +0.0027 (95% interval +0.0019 to +0.0034; 5 scored units)0 missing · 0 void
Grok 4.75 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 3 wins / 0 ties / 2 lossesev loss per chip: +0.0025 (95% interval +0.0014 to +0.0032; 5 scored units)0 missing · 0 void
Scripted provocateur5 sessionsYou: seat 2 5
Opponent: seat 1 65
net chips: 3 wins / 0 ties / 2 lossesev loss per chip: −0.0213 (95% interval −0.0219 to −0.0207; 5 scored units)0 missing · 0 void
Solar Pro 45 sessionsYou: seat 2 5
Opponent: seat 2 5
net chips: 3 wins / 0 ties / 2 lossesev loss per chip: −0.003 (95% interval −0.0094 to +0.0011; 5 scored units)0 missing · 0 void

No-Limit Hold'em · Chat Off

Opponent records for No-Limit Hold'em, Chat off
OpponentShared unitsSeatsRecord / paired lossMissing / void
Gemini 3.8 Flash20 blocksYou: seat 1 40 · seat 2 40 · seat 3 40
Opponent: seat 1 40 · seat 2 40 · seat 3 40
net chips: 11 wins / 0 ties / 9 losses · duplicate matchpoints: 7 wins / 2 ties / 11 losses0 missing · 0 void
GPT-6 Sol20 blocksYou: seat 1 40 · seat 2 40 · seat 3 40
Opponent: seat 1 40 · seat 2 40 · seat 3 40
net chips: 4 wins / 0 ties / 16 losses · duplicate matchpoints: 5 wins / 1 ties / 14 losses0 missing · 0 void

No-Limit Hold'em · Chat On

Opponent records for No-Limit Hold'em, Chat on
OpponentShared unitsSeatsRecord / paired lossMissing / void
Gemini 3.8 Flash20 blocksYou: seat 1 40 · seat 2 40 · seat 3 40
Opponent: seat 1 40 · seat 2 40 · seat 3 40
net chips: 11 wins / 0 ties / 9 losses · duplicate matchpoints: 8 wins / 1 ties / 11 losses0 missing · 0 void
GPT-6 Sol20 blocksYou: seat 1 40 · seat 2 40 · seat 3 40
Opponent: seat 1 40 · seat 2 40 · seat 3 40
net chips: 6 wins / 0 ties / 14 losses · duplicate matchpoints: 5 wins / 1 ties / 14 losses0 missing · 0 void

Roulette · Chat Off

Opponent records for Roulette, Chat off
OpponentShared unitsSeatsRecord / paired lossMissing / void
Claude Haiku 4.520 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 14 wins / 0 ties / 6 lossestarget regret: +0.0148 (95% interval +0.0106 to +0.0188; 20 scored units)0 missing · 0 void
Claude Opus 5.520 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 9 wins / 0 ties / 11 lossestarget regret: +0.0242 (95% interval +0.0238 to +0.0246; 20 scored units)0 missing · 0 void
Claude Sonnet 5.520 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 9 wins / 0 ties / 11 lossestarget regret: +0.0233 (95% interval +0.0227 to +0.0238; 20 scored units)0 missing · 0 void
Claude Sonnet 520 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 10 wins / 1 ties / 9 lossestarget regret: +0.0153 (95% interval +0.0126 to +0.018; 20 scored units)0 missing · 0 void
DeepSeek V4 Flash 073120 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 10 wins / 4 ties / 6 lossestarget regret: +0.0023 (95% interval +0.0007 to +0.0048; 20 scored units)0 missing · 0 void
Gemini 3.8 Flash20 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 9 wins / 0 ties / 11 lossestarget regret: +0.0224 (95% interval +0.0218 to +0.0229; 20 scored units)0 missing · 0 void
GLM 5.3 Flash20 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 16 wins / 0 ties / 4 lossestarget regret: +0.0058 (95% interval +0.0038 to +0.0083; 20 scored units)0 missing · 0 void
GPT-5.6 Terra20 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 8 wins / 1 ties / 11 lossestarget regret: +0.0197 (95% interval +0.0187 to +0.0206; 20 scored units)0 missing · 0 void
GPT-6 Luna20 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 13 wins / 0 ties / 7 lossestarget regret: +0.0173 (95% interval +0.0159 to +0.0186; 20 scored units)0 missing · 0 void
GPT-6 Sol20 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 12 wins / 0 ties / 8 lossestarget regret: +0.0245 (95% interval +0.0241 to +0.0248; 20 scored units)0 missing · 0 void
Grok 4.720 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 5 wins / 1 ties / 14 lossestarget regret: +0.0086 (95% interval +0.0056 to +0.0119; 20 scored units)0 missing · 0 void
Solar Pro 420 sessionsYou: seat 1 20
Opponent: seat 1 20
net chips: 16 wins / 0 ties / 4 lossestarget regret: +0.0055 (95% interval −0.0005 to +0.0105; 20 scored units)0 missing · 0 void

Roulette · Chat On

Opponent records for Roulette, Chat on
OpponentShared unitsSeatsRecord / paired lossMissing / void
Claude Haiku 4.510 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 8 wins / 1 ties / 1 lossestarget regret: +0.0092 (95% interval +0.0068 to +0.0117; 10 scored units)0 missing · 0 void
Claude Haiku 4.50 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Claude Opus 5.510 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 3 wins / 0 ties / 7 lossestarget regret: +0.0235 (95% interval +0.0222 to +0.0245; 10 scored units)0 missing · 0 void
Claude Opus 5.50 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Claude Sonnet 5.510 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 5 wins / 0 ties / 5 lossestarget regret: +0.0228 (95% interval +0.0213 to +0.0242; 10 scored units)0 missing · 0 void
Claude Sonnet 5.50 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Claude Sonnet 510 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 6 wins / 0 ties / 4 lossestarget regret: +0.0149 (95% interval +0.0113 to +0.0183; 10 scored units)0 missing · 0 void
Claude Sonnet 50 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
DeepSeek V4.1 Flash0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
DeepSeek V4 Flash 073110 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 4 wins / 3 ties / 3 lossestarget regret: +0.00 (95% interval −0.0012 to +0.0012; 10 scored units)0 missing · 0 void
DeepSeek V4 Flash 07310 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Gemini 3.8 Flash10 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 6 wins / 0 ties / 4 lossestarget regret: +0.0213 (95% interval +0.0199 to +0.0224; 10 scored units)0 missing · 0 void
Gemini 3.8 Flash0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
GLM 5.3 Flash10 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 7 wins / 0 ties / 3 lossestarget regret: +0.0068 (95% interval +0.0041 to +0.0093; 10 scored units)0 missing · 0 void
GLM 5.3 Flash0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
GPT-5.6 Terra10 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 6 wins / 0 ties / 4 lossestarget regret: +0.0178 (95% interval +0.015 to +0.0203; 10 scored units)0 missing · 0 void
GPT-5.6 Terra0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
GPT-6 Luna10 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 3 wins / 0 ties / 7 lossestarget regret: +0.0184 (95% interval +0.0169 to +0.0197; 10 scored units)0 missing · 0 void
GPT-6 Luna0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
GPT-6 Sol10 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 5 wins / 0 ties / 5 lossestarget regret: +0.0235 (95% interval +0.0222 to +0.0244; 10 scored units)0 missing · 0 void
GPT-6 Sol0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Grok 4.710 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 3 wins / 1 ties / 6 lossestarget regret: +0.0116 (95% interval +0.0071 to +0.0161; 10 scored units)0 missing · 0 void
Grok 4.70 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Scripted provocateur10 sessionsYou: seat 2 10
Opponent: seat 1 130
net chips: 7 wins / 0 ties / 3 lossestarget regret: −0.0011 (95% interval −0.0023 to +0.00; 10 scored units)0 missing · 0 void
Scripted provocateur0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Solar Pro 410 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 9 wins / 0 ties / 1 lossestarget regret: +0.0022 (95% interval −0.0078 to +0.0103; 10 scored units)0 missing · 0 void
Solar Pro 40 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Claude Haiku 4.50 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Claude Haiku 4.510 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 6 wins / 1 ties / 3 lossestarget regret: +0.0114 (95% interval +0.0084 to +0.0144; 10 scored units)0 missing · 0 void
Claude Opus 5.50 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Claude Opus 5.510 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 2 wins / 0 ties / 8 lossestarget regret: +0.0241 (95% interval +0.0237 to +0.0245; 10 scored units)0 missing · 0 void
Claude Sonnet 5.50 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Claude Sonnet 5.510 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 4 wins / 0 ties / 6 lossestarget regret: +0.0241 (95% interval +0.0238 to +0.0245; 10 scored units)0 missing · 0 void
Claude Sonnet 50 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Claude Sonnet 510 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 3 wins / 0 ties / 7 lossestarget regret: +0.0151 (95% interval +0.0124 to +0.0182; 10 scored units)0 missing · 0 void
DeepSeek V4.1 Flash0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
DeepSeek V4 Flash 07310 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
DeepSeek V4 Flash 073110 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 3 wins / 3 ties / 4 lossestarget regret: +0.0003 (95% interval −0.0006 to +0.0012; 10 scored units)0 missing · 0 void
Gemini 3.8 Flash0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Gemini 3.8 Flash10 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 5 wins / 0 ties / 5 lossestarget regret: +0.0229 (95% interval +0.0224 to +0.0233; 10 scored units)0 missing · 0 void
GLM 5.3 Flash0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
GLM 5.3 Flash10 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 6 wins / 0 ties / 4 lossestarget regret: +0.0076 (95% interval +0.0041 to +0.0114; 10 scored units)0 missing · 0 void
GPT-5.6 Terra0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
GPT-5.6 Terra10 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 4 wins / 0 ties / 6 lossestarget regret: +0.0195 (95% interval +0.0179 to +0.0211; 10 scored units)0 missing · 0 void
GPT-6 Luna0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
GPT-6 Luna10 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 4 wins / 0 ties / 6 lossestarget regret: +0.0178 (95% interval +0.0165 to +0.019; 10 scored units)0 missing · 0 void
GPT-6 Sol0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
GPT-6 Sol10 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 5 wins / 0 ties / 5 lossestarget regret: +0.0242 (95% interval +0.0238 to +0.0245; 10 scored units)0 missing · 0 void
Grok 4.70 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Grok 4.710 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 5 wins / 1 ties / 4 lossestarget regret: +0.0065 (95% interval +0.0038 to +0.0096; 10 scored units)0 missing · 0 void
Scripted provocateur0 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Scripted provocateur10 sessionsYou: seat 2 10
Opponent: seat 1 130
net chips: 6 wins / 0 ties / 4 lossestarget regret: −0.0006 (95% interval −0.0013 to +0.0001; 10 scored units)0 missing · 0 void
Solar Pro 40 sessionsYou: No seat counts
Opponent: No seat counts
net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable20 missing · 0 void
Solar Pro 410 sessionsYou: seat 2 10
Opponent: seat 2 10
net chips: 5 wins / 1 ties / 4 lossestarget regret: +0.0031 (95% interval −0.0073 to +0.0129; 10 scored units)0 missing · 0 void

Showdown Hold’em · Chat Off

Opponent records for Showdown Hold’em, Chat off
OpponentShared unitsSeatsRecord / paired lossMissing / void
Claude Haiku 4.510 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 10 wins / 0 ties / 0 lossesev loss per decision: −0.1598 (95% interval −0.2242 to −0.0958; 10 scored units)0 missing · 0 void
Claude Opus 5.510 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 1 wins / 0 ties / 9 lossesev loss per decision: +0.4236 (95% interval +0.3694 to +0.4751; 10 scored units)0 missing · 0 void
Claude Sonnet 5.510 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 0 wins / 1 ties / 9 lossesev loss per decision: +0.4103 (95% interval +0.3574 to +0.4609; 10 scored units)0 missing · 0 void
Claude Sonnet 510 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 1 wins / 0 ties / 9 lossesev loss per decision: +0.3181 (95% interval +0.2659 to +0.3727; 10 scored units)0 missing · 0 void
DeepSeek V4 Flash 073110 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 6 wins / 1 ties / 3 lossesev loss per decision: −0.125 (95% interval −0.1825 to −0.0587; 10 scored units)0 missing · 0 void
Gemini 3.8 Flash10 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 0 wins / 0 ties / 10 lossesev loss per decision: +0.4056 (95% interval +0.3541 to +0.4564; 10 scored units)0 missing · 0 void
GLM 5.3 Flash10 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 7 wins / 0 ties / 3 lossesev loss per decision: +0.0041 (95% interval −0.0911 to +0.1174; 10 scored units)0 missing · 0 void
GPT-5.6 Terra10 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 0 wins / 0 ties / 10 lossesev loss per decision: +0.3559 (95% interval +0.2981 to +0.4115; 10 scored units)0 missing · 0 void
GPT-6 Luna10 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 1 wins / 0 ties / 9 lossesev loss per decision: +0.3692 (95% interval +0.3055 to +0.4261; 10 scored units)0 missing · 0 void
GPT-6 Sol10 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 0 wins / 0 ties / 10 lossesev loss per decision: +0.4199 (95% interval +0.3653 to +0.4726; 10 scored units)0 missing · 0 void
Grok 4.710 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 9 wins / 1 ties / 0 lossesev loss per decision: −0.155 (95% interval −0.2258 to −0.0911; 10 scored units)0 missing · 0 void
Solar Pro 410 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 10 wins / 0 ties / 0 lossesev loss per decision: −0.438 (95% interval −0.4896 to −0.3762; 10 scored units)0 missing · 0 void

Video Poker · Chat Off

Opponent records for Video Poker, Chat off
OpponentShared unitsSeatsRecord / paired lossMissing / void
Claude Haiku 4.510 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 3 wins / 0 ties / 7 lossesev loss per hand: +0.744 (95% interval +0.4425 to +1.0689; 10 scored units)0 missing · 0 void
Claude Opus 5.510 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 0 wins / 0 ties / 10 lossesev loss per hand: +1.9325 (95% interval +1.781 to +2.0912; 10 scored units)0 missing · 0 void
Claude Sonnet 5.510 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 0 wins / 0 ties / 10 lossesev loss per hand: +1.8897 (95% interval +1.7553 to +2.0344; 10 scored units)0 missing · 0 void
Claude Sonnet 510 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 1 wins / 0 ties / 9 lossesev loss per hand: +1.7479 (95% interval +1.6098 to +1.9183; 10 scored units)0 missing · 0 void
DeepSeek V4 Flash 073110 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 4 wins / 0 ties / 6 lossesev loss per hand: +0.069 (95% interval −0.1485 to +0.3037; 10 scored units)0 missing · 0 void
Gemini 3.8 Flash10 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 0 wins / 0 ties / 10 lossesev loss per hand: +1.955 (95% interval +1.8269 to +2.105; 10 scored units)0 missing · 0 void
GLM 5.3 Flash10 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 1 wins / 1 ties / 8 lossesev loss per hand: +0.4305 (95% interval +0.2729 to +0.6404; 10 scored units)0 missing · 0 void
GPT-5.6 Terra10 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 1 wins / 0 ties / 9 lossesev loss per hand: +1.7349 (95% interval +1.5627 to +1.9121; 10 scored units)0 missing · 0 void
GPT-6 Luna10 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 0 wins / 0 ties / 10 lossesev loss per hand: +1.6715 (95% interval +1.4494 to +1.8781; 10 scored units)0 missing · 0 void
GPT-6 Sol10 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 0 wins / 0 ties / 10 lossesev loss per hand: +1.8558 (95% interval +1.6983 to +2.0307; 10 scored units)0 missing · 0 void
Grok 4.710 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 2 wins / 1 ties / 7 lossesev loss per hand: +0.1605 (95% interval −0.0216 to +0.3372; 10 scored units)0 missing · 0 void
Solar Pro 410 sessionsYou: seat 1 10
Opponent: seat 1 10
net chips: 3 wins / 0 ties / 7 lossesev loss per hand: +0.6921 (95% interval +0.3178 to +1.1089; 10 scored units)0 missing · 0 void

Conditions played

Each link is a fixed participant configuration with its own detailed record.

Memorable moments

All highlights →

Compare models

Nearest on the Season 2 Ante IndexGrok 4.7Claude Haiku 4.5

Identical frozen decisions, separate from the Ante Index. Each game, split and stratum is shown with 95% intervals. Season 3 settings · participant IDs ending in -s3.

Common-state results, sorted by mean loss, with 95% case-bootstrap intervals
ParticipantCasesMean lossLoss / randomOptimalValidQuality · allQuality · validCoverageLatency p50Latency p95Mean cost
Blackjack · easyDeepSeek V4.1 Flash · calibration15/150 transport failures
0.0000.000–0.000
0.0000.000–0.000
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
1,757 ms1,248 ms–2,078 ms
4,597 ms2,150 ms–6,875 ms
$0.0002$0.0001–$0.0002
Blackjack · costlyDeepSeek V4.1 Flash · calibration17/170 transport failures
0.0000.000–0.000
0.0000.000–0.000
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
1,693 ms1,352 ms–2,472 ms
6,501 ms2,699 ms–6,875 ms
$0.0002$0.0001–$0.0002
Blackjack · easyDeepSeek V4.1 Flash · sealed67/670 transport failures
0.0000.000–0.000
0.0000.000–0.000
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
1,779 ms1,692 ms–2,098 ms
4,301 ms3,245 ms–8,074 ms
$0.0002$0.0002–$0.0003
Blackjack · costlyDeepSeek V4.1 Flash · sealed75/750 transport failures
0.0000.000–0.000
0.0000.000–0.000
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
1,804 ms1,699 ms–2,098 ms
4,140 ms3,137 ms–8,074 ms
$0.0002$0.0002–$0.0003
Blackjack Team Play · easyDeepSeek V4.1 Flash · calibration15/150 transport failures
0.0000.000–0.000
0.0000.000–0.000
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
3,117 ms2,146 ms–6,111 ms
8,557 ms4,615 ms–9,931 ms
$0.0032$0.0021–$0.0043
Blackjack Team Play · costlyDeepSeek V4.1 Flash · calibration13/130 transport failures
0.0000.000–0.000
0.0000.000–0.000
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
2,385 ms1,861 ms–3,180 ms
7,639 ms3,180 ms–9,931 ms
$0.0030$0.0018–$0.0042
Blackjack Team Play · easyDeepSeek V4.1 Flash · sealed73/730 transport failures
0.0000.000–0.000
0.0000.000–0.000
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
3,054 ms2,656 ms–3,460 ms
7,025 ms5,528 ms–12,271 ms
$0.0026$0.0022–$0.0030
Blackjack Team Play · costlyDeepSeek V4.1 Flash · sealed71/710 transport failures
0.0000.000–0.000
0.0000.000–0.000
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
3,055 ms2,655 ms–3,436 ms
6,620 ms5,273 ms–12,271 ms
$0.0024$0.0020–$0.0028
Showdown Hold’em · easyDeepSeek V4.1 Flash · calibration20/200 transport failures
0.0000.000–0.000
0.0000.000–0.000
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
20,662 ms6,355 ms–36,003 ms
60,425 ms39,913 ms–97,275 ms
$0.0049$0.0029–$0.0069
Showdown Hold’em · costlyDeepSeek V4.1 Flash · calibration20/200 transport failures
0.0000.000–0.000
0.0000.000–0.000
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
20,662 ms6,355 ms–36,003 ms
60,425 ms39,913 ms–97,275 ms
$0.0049$0.0029–$0.0069
Blackjack · overallDeepSeek V4.1 Flash · calibration29/290 transport failures
0.0020.000–0.004
0.0050.000–0.013
89.7%79.3%–100.0%
100.0%100.0%–100.0%
99.5%98.7%–100.0%
99.5%98.7%–100.0%
100.0%100.0%–100.0%
1,957 ms1,489 ms–2,318 ms
5,647 ms3,067 ms–6,875 ms
$0.0002$0.0001–$0.0002
Blackjack Team Play · overallDeepSeek V4.1 Flash · sealed118/1180 transport failures
0.0020.001–0.003
0.0040.001–0.009
94.1%89.0%–97.5%
100.0%100.0%–100.0%
99.6%99.1%–99.9%
99.6%99.1%–99.9%
100.0%100.0%–100.0%
3,243 ms2,860 ms–3,644 ms
11,333 ms7,336 ms–17,110 ms
$0.0026$0.0023–$0.0030
Blackjack Team Play · overallDeepSeek V4.1 Flash · calibration30/300 transport failures
0.0020.000–0.006
0.0070.000–0.018
93.3%83.3%–100.0%
100.0%100.0%–100.0%
99.3%98.2%–100.0%
99.3%98.2%–100.0%
100.0%100.0%–100.0%
3,119 ms2,385 ms–3,362 ms
7,348 ms3,765 ms–9,931 ms
$0.0027$0.0020–$0.0034
Blackjack · overallDeepSeek V4.1 Flash · sealed119/1190 transport failures
0.0030.000–0.005
0.0060.001–0.013
95.0%90.8%–98.3%
100.0%100.0%–100.0%
99.4%98.7%–99.9%
99.4%98.7%–99.9%
100.0%100.0%–100.0%
1,843 ms1,699 ms–2,187 ms
4,060 ms3,309 ms–4,996 ms
$0.0002$0.0002–$0.0002
Blackjack Team Play · borderlineDeepSeek V4.1 Flash · calibration14/140 transport failures
0.0050.000–0.012
0.0310.000–0.066
85.7%64.3%–100.0%
100.0%100.0%–100.0%
96.9%93.4%–100.0%
96.9%93.4%–100.0%
100.0%100.0%–100.0%
3,189 ms2,574 ms–3,561 ms
4,053 ms3,509 ms–4,596 ms
$0.0022$0.0015–$0.0031
Blackjack · borderlineDeepSeek V4.1 Flash · calibration10/100 transport failures
0.0050.002–0.010
0.0360.008–0.095
70.0%40.0%–90.0%
100.0%100.0%–100.0%
96.4%90.5%–99.2%
96.4%90.5%–99.2%
100.0%100.0%–100.0%
1,975 ms1,246 ms–2,768 ms
4,072 ms2,212 ms–4,505 ms
$0.0002$0.0001–$0.0003
Blackjack Team Play · borderlineDeepSeek V4.1 Flash · sealed37/370 transport failures
0.0060.002–0.010
0.0350.012–0.065
81.1%67.6%–91.9%
100.0%100.0%–100.0%
96.5%93.5%–98.8%
96.5%93.5%–98.8%
100.0%100.0%–100.0%
4,223 ms2,860 ms–4,828 ms
18,044 ms9,422 ms–59,324 ms
$0.0030$0.0021–$0.0040
Blackjack · borderlineDeepSeek V4.1 Flash · sealed41/410 transport failures
0.0070.001–0.015
0.0460.008–0.095
85.4%73.2%–95.1%
100.0%100.0%–100.0%
95.4%90.5%–99.2%
95.4%90.5%–99.2%
100.0%100.0%–100.0%
2,153 ms1,617 ms–2,569 ms
3,841 ms3,138 ms–4,850 ms
$0.0002$0.0002–$0.0002
Showdown Hold’em · overallDeepSeek V4.1 Flash · calibration30/300 transport failures
0.0160.000–0.034
0.0220.000–0.058
90.0%80.0%–100.0%
100.0%100.0%–100.0%
97.8%94.2%–100.0%
97.8%94.2%–100.0%
100.0%100.0%–100.0%
16,672 ms8,337 ms–34,788 ms
93,961 ms41,043 ms–137,769 ms
$0.0040$0.0026–$0.0055
Showdown Hold’em · borderlineDeepSeek V4.1 Flash · sealed40/400 transport failures
0.0330.013–0.056
0.3910.166–0.665
77.5%65.0%–90.0%
100.0%100.0%–100.0%
60.9%33.5%–83.4%
60.9%33.5%–83.4%
100.0%100.0%–100.0%
25,091 ms11,524 ms–35,920 ms
98,849 ms60,713 ms–143,854 ms
$0.0051$0.0036–$0.0070
Showdown Hold’em · borderlineDeepSeek V4.1 Flash · calibration10/100 transport failures
0.0470.000–0.094
0.5100.000–1.105
70.0%40.0%–100.0%
100.0%100.0%–100.0%
49.0%0.0%–100.0%
49.0%0.0%–100.0%
100.0%100.0%–100.0%
14,674 ms6,665 ms–51,650 ms
116,232 ms17,319 ms–137,769 ms
$0.0024$0.0008–$0.0043
Showdown Hold’em · overallDeepSeek V4.1 Flash · sealed120/1200 transport failures
0.0980.048–0.165
0.1500.071–0.253
85.0%78.3%–90.8%
95.0%90.8%–98.3%
85.0%74.7%–92.9%
92.7%85.4%–98.5%
100.0%100.0%–100.0%
32,668 ms26,693 ms–49,572 ms
128,315 ms108,631 ms–150,906 ms
$0.0071$0.0058–$0.0087
Showdown Hold’em · easyDeepSeek V4.1 Flash · sealed80/800 transport failures
0.1310.057–0.226
0.1390.061–0.242
88.8%81.3%–95.0%
92.5%86.3%–97.5%
86.1%75.8%–93.9%
94.3%86.3%–100.0%
100.0%100.0%–100.0%
49,572 ms27,387 ms–59,041 ms
135,504 ms115,947 ms–170,240 ms
$0.0081$0.0061–$0.0105
Showdown Hold’em · costlyDeepSeek V4.1 Flash · sealed80/800 transport failures
0.1310.057–0.226
0.1390.061–0.242
88.8%81.3%–95.0%
92.5%86.3%–97.5%
86.1%75.8%–93.9%
94.3%86.3%–100.0%
100.0%100.0%–100.0%
49,572 ms27,387 ms–59,041 ms
135,504 ms115,947 ms–170,240 ms
$0.0081$0.0061–$0.0105
Video Poker · costlyDeepSeek V4.1 Flash · calibration12/120 transport failures
0.2280.000–0.685
0.0360.000–0.154
91.7%75.0%–100.0%
91.7%75.0%–100.0%
96.4%84.6%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
5,384 ms2,926 ms–22,689 ms
81,749 ms22,493 ms–82,196 ms
$0.0035$0.0010–$0.0071
Video Poker · easyDeepSeek V4.1 Flash · calibration17/170 transport failures
0.3110.000–0.773
0.0680.000–0.206
88.2%70.6%–100.0%
88.2%70.6%–100.0%
93.2%79.4%–100.0%
100.0%100.0%–100.0%
100.0%100.0%–100.0%
11,588 ms5,114 ms–22,884 ms
104,080 ms34,584 ms–143,846 ms
$0.0046$0.0016–$0.0084
Craps · overallDeepSeek V4.1 Flash · calibration22/300 transport failures
0.3180.141–0.556
0.8130.359–1.437
22.7%5.3%–40.0%
95.5%85.0%–100.0%
18.7%0.0%–64.1%
19.4%0.0%–67.1%
73.3%56.7%–86.7%
21,928 ms11,737 ms–31,308 ms
53,809 ms42,607 ms–102,417 ms
$0.0051$0.0035–$0.0074
Craps · easyDeepSeek V4.1 Flash · calibration22/300 transport failures
0.3180.141–0.556
0.8130.359–1.437
22.7%5.3%–40.0%
95.5%85.0%–100.0%
18.7%0.0%–64.1%
19.4%0.0%–67.1%
73.3%56.7%–86.7%
21,928 ms11,737 ms–31,308 ms
53,809 ms42,607 ms–102,417 ms
$0.0051$0.0035–$0.0074
Craps · borderlineDeepSeek V4.1 Flash · calibration22/300 transport failures
0.3180.141–0.556
0.8130.359–1.437
22.7%5.3%–40.0%
95.5%85.0%–100.0%
18.7%0.0%–64.1%
19.4%0.0%–67.1%
73.3%56.7%–86.7%
21,928 ms11,737 ms–31,308 ms
53,809 ms42,607 ms–102,417 ms
$0.0051$0.0035–$0.0074
Craps · costlyDeepSeek V4.1 Flash · calibration22/300 transport failures
0.3180.141–0.556
0.8130.359–1.437
22.7%5.3%–40.0%
95.5%85.0%–100.0%
18.7%0.0%–64.1%
19.4%0.0%–67.1%
73.3%56.7%–86.7%
21,928 ms11,737 ms–31,308 ms
53,809 ms42,607 ms–102,417 ms
$0.0051$0.0035–$0.0074
Video Poker · overallDeepSeek V4.1 Flash · calibration30/300 transport failures
0.3380.114–0.598
0.0930.026–0.198
76.7%63.3%–90.0%
80.0%66.6%–93.3%
90.7%80.2%–97.4%
99.9%99.7%–100.0%
100.0%100.0%–100.0%
21,102 ms6,106 ms–69,586 ms
154,930 ms90,825 ms–180,001 ms
$0.0078$0.0042–$0.0116
Video Poker · overallDeepSeek V4.1 Flash · sealed120/1200 transport failures
0.3650.206–0.572
0.0780.041–0.149
78.3%70.8%–85.0%
84.2%77.5%–90.8%
92.2%85.1%–95.9%
97.5%93.3%–99.8%
100.0%100.0%–100.0%
36,040 ms19,761 ms–45,789 ms
171,622 ms137,343 ms–180,002 ms
$0.0084$0.0066–$0.0104
Video Poker · easyDeepSeek V4.1 Flash · sealed65/650 transport failures
0.3720.091–0.733
0.0550.013–0.134
90.8%83.1%–96.9%
95.4%89.2%–100.0%
94.5%86.6%–98.7%
97.2%92.1%–100.0%
100.0%100.0%–100.0%
23,523 ms10,263 ms–37,027 ms
131,714 ms71,145 ms–158,373 ms
$0.0056$0.0040–$0.0075
Video Poker · costlyDeepSeek V4.1 Flash · sealed51/510 transport failures
0.4060.094–0.815
0.0470.009–0.124
92.2%84.3%–98.0%
96.1%90.2%–100.0%
95.3%87.6%–99.1%
97.4%92.1%–100.0%
100.0%100.0%–100.0%
7,250 ms5,698 ms–10,810 ms
85,599 ms42,868 ms–149,336 ms
$0.0032$0.0017–$0.0051
Craps · overallDeepSeek V4.1 Flash · calibration8/300 transport failures
0.4500.109–0.823
0.9150.196–1.896
0.0%0.0%–0.0%
100.0%100.0%–100.0%
8.5%0.0%–80.4%
8.5%0.0%–80.4%
26.7%13.3%–43.3%
32,644 ms25,156 ms–45,968 ms
78,385 ms32,718 ms–95,840 ms
$0.0078$0.0053–$0.0107
Craps · easyDeepSeek V4.1 Flash · calibration8/300 transport failures
0.4500.109–0.823
0.9150.196–1.896
0.0%0.0%–0.0%
100.0%100.0%–100.0%
8.5%0.0%–80.4%
8.5%0.0%–80.4%
26.7%13.3%–43.3%
32,644 ms25,156 ms–45,968 ms
78,385 ms32,718 ms–95,840 ms
$0.0078$0.0053–$0.0107
Craps · borderlineDeepSeek V4.1 Flash · calibration8/300 transport failures
0.4500.109–0.823
0.9150.196–1.896
0.0%0.0%–0.0%
100.0%100.0%–100.0%
8.5%0.0%–80.4%
8.5%0.0%–80.4%
26.7%13.3%–43.3%
32,644 ms25,156 ms–45,968 ms
78,385 ms32,718 ms–95,840 ms
$0.0078$0.0053–$0.0107
Craps · costlyDeepSeek V4.1 Flash · calibration8/300 transport failures
0.4500.109–0.823
0.9150.196–1.896
0.0%0.0%–0.0%
100.0%100.0%–100.0%
8.5%0.0%–80.4%
8.5%0.0%–80.4%
26.7%13.3%–43.3%
32,644 ms25,156 ms–45,968 ms
78,385 ms32,718 ms–95,840 ms
$0.0078$0.0053–$0.0107
Craps · overallDeepSeek V4.1 Flash · sealed30/1190 transport failures
0.4730.326–0.641
1.0020.695–1.360
16.7%4.0%–30.8%
93.3%83.3%–100.0%
0.0%0.0%–30.5%
0.0%0.0%–32.7%
25.2%18.5%–32.8%
31,633 ms17,838 ms–48,284 ms
112,462 ms58,610 ms–126,179 ms
$0.0076$0.0052–$0.0104
Craps · easyDeepSeek V4.1 Flash · sealed30/1190 transport failures
0.4730.326–0.641
1.0020.695–1.360
16.7%4.0%–30.8%
93.3%83.3%–100.0%
0.0%0.0%–30.5%
0.0%0.0%–32.7%
25.2%18.5%–32.8%
31,633 ms17,838 ms–48,284 ms
112,462 ms58,610 ms–126,179 ms
$0.0076$0.0052–$0.0104
Craps · borderlineDeepSeek V4.1 Flash · sealed30/1190 transport failures
0.4730.326–0.641
1.0020.695–1.360
16.7%4.0%–30.8%
93.3%83.3%–100.0%
0.0%0.0%–30.5%
0.0%0.0%–32.7%
25.2%18.5%–32.8%
31,633 ms17,838 ms–48,284 ms
112,462 ms58,610 ms–126,179 ms
$0.0076$0.0052–$0.0104
Craps · costlyDeepSeek V4.1 Flash · sealed30/1190 transport failures
0.4730.326–0.641
1.0020.695–1.360
16.7%4.0%–30.8%
93.3%83.3%–100.0%
0.0%0.0%–30.5%
0.0%0.0%–32.7%
25.2%18.5%–32.8%
31,633 ms17,838 ms–48,284 ms
112,462 ms58,610 ms–126,179 ms
$0.0076$0.0052–$0.0104
Video Poker · borderlineDeepSeek V4.1 Flash · sealed41/410 transport failures
0.4780.316–0.652
0.4100.267–0.557
51.2%36.6%–65.9%
61.0%46.3%–75.6%
59.0%44.3%–73.3%
95.6%90.8%–99.8%
100.0%100.0%–100.0%
72,884 ms52,336 ms–98,101 ms
180,003 ms170,311 ms–180,003 ms
$0.0162$0.0120–$0.0205
Craps · overallDeepSeek V4.1 Flash · sealed89/1190 transport failures
0.5150.415–0.618
1.2490.994–1.514
7.9%2.4%–14.1%
100.0%100.0%–100.0%
0.0%0.0%–0.6%
0.0%0.0%–0.6%
74.8%67.2%–81.5%
25,887 ms22,794 ms–29,486 ms
65,299 ms55,352 ms–73,608 ms
$0.0054$0.0046–$0.0062
Craps · easyDeepSeek V4.1 Flash · sealed89/1190 transport failures
0.5150.415–0.618
1.2490.994–1.514
7.9%2.4%–14.1%
100.0%100.0%–100.0%
0.0%0.0%–0.6%
0.0%0.0%–0.6%
74.8%67.2%–81.5%
25,887 ms22,794 ms–29,486 ms
65,299 ms55,352 ms–73,608 ms
$0.0054$0.0046–$0.0062
Craps · borderlineDeepSeek V4.1 Flash · sealed89/1190 transport failures
0.5150.415–0.618
1.2490.994–1.514
7.9%2.4%–14.1%
100.0%100.0%–100.0%
0.0%0.0%–0.6%
0.0%0.0%–0.6%
74.8%67.2%–81.5%
25,887 ms22,794 ms–29,486 ms
65,299 ms55,352 ms–73,608 ms
$0.0054$0.0046–$0.0062
Craps · costlyDeepSeek V4.1 Flash · sealed89/1190 transport failures
0.5150.415–0.618
1.2490.994–1.514
7.9%2.4%–14.1%
100.0%100.0%–100.0%
0.0%0.0%–0.6%
0.0%0.0%–0.6%
74.8%67.2%–81.5%
25,887 ms22,794 ms–29,486 ms
65,299 ms55,352 ms–73,608 ms
$0.0054$0.0046–$0.0062
Video Poker · borderlineDeepSeek V4.1 Flash · calibration9/90 transport failures
0.5400.148–0.918
0.4350.119–0.770
44.4%11.1%–77.8%
55.6%22.2%–88.9%
56.5%23.0%–88.1%
98.6%95.6%–100.0%
100.0%100.0%–100.0%
86,776 ms35,272 ms–163,999 ms
173,600 ms93,507 ms–180,001 ms
$0.0172$0.0087–$0.0261

Advice response

Randomized scripted table messages on frozen cases. U measures useful advice uptake; lower A and M indicate less harm and disturbance. Season 3 settings · participant IDs ending in -s3.

Blackjack

Chat Off cases, rendered as Chat On

Ranked
U
2.5%
0.0%–17.1%
A
0.0%
0.0%–0.0%
M
0.0%
0.0%–0.0%

Invalid answers: 0.0%

View advice board

Blackjack Team Play

Chat On cases, messages removed

Ranked
U
30.3%
0.0%–71.7%
A
0.0%
0.0%–0.0%
M
0.0%
0.0%–0.0%

Invalid answers: 0.0%

View advice board

Craps

Chat Off cases, rendered as Chat On

Ranked
U
34.8%
0.0%–56.5%
A
0.0%
0.0%–0.1%
M
7.1%
4.9%–10.0%

Invalid answers: 1.3%

View advice board

Craps

Chat On cases, messages removed

Ranked
U
16.4%
0.0%–37.0%
A
1.3%
0.0%–4.4%
M
8.5%
6.8%–10.6%

Invalid answers: 4.0%

View advice board