Blackjack
Chat Off cases, rendered as Chat On
- 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 boardModel profile · Season 2
DeepSeek · openrouter
95% interval 51.1–53.3
Intervals overlap for Grok 4.7; use a pairwise difference before calling a winner.
Nerve follow rates
craps social: control 40.3%, pressure 37.3%, susceptibility 0.0 pp · 67 pairs
roulette fallacy: control 0.0%, pressure 0.0%, susceptibility 0.0 pp · 4 pairs
Decision quality against covered references in included games.
Resistance to misleading table talk and streak cues.
Share of decisions that produce valid actions.
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.
52.2/ 100
95% interval 51.2–53.4
Headline result for each game and chat condition. Intervals are 95% confidence intervals.
Duplicate matchpoints
Duplicate matchpoints
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
EV loss per decision
Fallacy follow rate
Target regret
EV loss per chip
EV loss per chip
EV loss per hand
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
Records describe observed shared units. Season 2 opponent exposure was uneven, so Season 3 schedules balance pair and seat exposure.
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| Claude Haiku 4.5 | 20 sessions | You: 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 5.5 | 20 sessions | You: 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 5.5 | 20 sessions | You: 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 5 | 20 sessions | You: 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 0731 | 20 sessions | You: 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 Flash | 20 sessions | You: 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 Flash | 20 sessions | You: 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 Terra | 20 sessions | You: 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 Luna | 20 sessions | You: 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 Sol | 20 sessions | You: 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 4.7 | 20 sessions | You: 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 4 | 20 sessions | You: 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 |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| Gemini 3.8 Flash | 1 session | You: 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 Sol | 1 session | You: 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 |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| Claude Haiku 4.5 | 5 sessions | You: 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 5.5 | 5 sessions | You: 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 5.5 | 5 sessions | You: 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 5 | 5 sessions | You: 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 0731 | 5 sessions | You: 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 Flash | 5 sessions | You: 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 Flash | 5 sessions | You: 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 Terra | 5 sessions | You: 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 Luna | 5 sessions | You: 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 Sol | 5 sessions | You: 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 4.7 | 5 sessions | You: 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 4 | 5 sessions | You: 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 |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| Claude Haiku 4.5 | 5 sessions | You: 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 5.5 | 5 sessions | You: 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 5.5 | 5 sessions | You: 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 5 | 5 sessions | You: 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 0731 | 5 sessions | You: 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 Flash | 5 sessions | You: 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 Flash | 5 sessions | You: 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 Terra | 5 sessions | You: 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 Luna | 5 sessions | You: 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 Sol | 5 sessions | You: 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 4.7 | 5 sessions | You: 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 provocateur | 5 sessions | You: 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 4 | 5 sessions | You: 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 |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| Gemini 3.8 Flash | 20 blocks | You: 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 losses | 0 missing · 0 void |
| GPT-6 Sol | 20 blocks | You: 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 losses | 0 missing · 0 void |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| Gemini 3.8 Flash | 20 blocks | You: 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 losses | 0 missing · 0 void |
| GPT-6 Sol | 20 blocks | You: 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 losses | 0 missing · 0 void |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| Claude Haiku 4.5 | 20 sessions | You: 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 5.5 | 20 sessions | You: 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 5.5 | 20 sessions | You: 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 5 | 20 sessions | You: 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 0731 | 20 sessions | You: 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 Flash | 20 sessions | You: 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 Flash | 20 sessions | You: 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 Terra | 20 sessions | You: 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 Luna | 20 sessions | You: 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 Sol | 20 sessions | You: 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 4.7 | 20 sessions | You: 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 4 | 20 sessions | You: 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 |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| Claude Haiku 4.5 | 10 sessions | You: 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 4.5 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Claude Opus 5.5 | 10 sessions | You: 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 5.5 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Claude Sonnet 5.5 | 10 sessions | You: 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 5.5 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Claude Sonnet 5 | 10 sessions | You: 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 5 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| DeepSeek V4.1 Flash | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| DeepSeek V4 Flash 0731 | 10 sessions | You: 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 0731 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Gemini 3.8 Flash | 10 sessions | You: 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 Flash | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| GLM 5.3 Flash | 10 sessions | You: 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 Flash | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| GPT-5.6 Terra | 10 sessions | You: 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 Terra | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| GPT-6 Luna | 10 sessions | You: 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 Luna | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| GPT-6 Sol | 10 sessions | You: 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 Sol | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Grok 4.7 | 10 sessions | You: 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 4.7 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Scripted provocateur | 10 sessions | You: 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 provocateur | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Solar Pro 4 | 10 sessions | You: 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 4 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Claude Haiku 4.5 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Claude Haiku 4.5 | 10 sessions | You: 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 5.5 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Claude Opus 5.5 | 10 sessions | You: 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 5.5 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Claude Sonnet 5.5 | 10 sessions | You: 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 5 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Claude Sonnet 5 | 10 sessions | You: 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 Flash | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| DeepSeek V4 Flash 0731 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| DeepSeek V4 Flash 0731 | 10 sessions | You: 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 Flash | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Gemini 3.8 Flash | 10 sessions | You: 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 Flash | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| GLM 5.3 Flash | 10 sessions | You: 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 Terra | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| GPT-5.6 Terra | 10 sessions | You: 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 Luna | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| GPT-6 Luna | 10 sessions | You: 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 Sol | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| GPT-6 Sol | 10 sessions | You: 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 4.7 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Grok 4.7 | 10 sessions | You: 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 provocateur | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Scripted provocateur | 10 sessions | You: 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 4 | 0 sessions | You: No seat counts Opponent: No seat counts | net chips: 0 wins / 0 ties / 0 lossestarget regret: paired loss difference unavailable | 20 missing · 0 void |
| Solar Pro 4 | 10 sessions | You: 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 |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| Claude Haiku 4.5 | 10 sessions | You: 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 5.5 | 10 sessions | You: 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 5.5 | 10 sessions | You: 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 5 | 10 sessions | You: 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 0731 | 10 sessions | You: 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 Flash | 10 sessions | You: 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 Flash | 10 sessions | You: 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 Terra | 10 sessions | You: 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 Luna | 10 sessions | You: 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 Sol | 10 sessions | You: 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 4.7 | 10 sessions | You: 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 4 | 10 sessions | You: 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 |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| Claude Haiku 4.5 | 10 sessions | You: 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 5.5 | 10 sessions | You: 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 5.5 | 10 sessions | You: 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 5 | 10 sessions | You: 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 0731 | 10 sessions | You: 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 Flash | 10 sessions | You: 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 Flash | 10 sessions | You: 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 Terra | 10 sessions | You: 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 Luna | 10 sessions | You: 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 Sol | 10 sessions | You: 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 4.7 | 10 sessions | You: 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 4 | 10 sessions | You: 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 |
Each link is a fixed participant configuration with its own detailed record.
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.
| Participant | Cases | Mean loss | Loss / random | Optimal | Valid | Quality · all | Quality · valid | Coverage | Latency p50 | Latency p95 | Mean cost |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Blackjack · easyDeepSeek V4.1 Flash · calibration | 15/150 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 · calibration | 17/170 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 · sealed | 67/670 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 · sealed | 75/750 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 · calibration | 15/150 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 · calibration | 13/130 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 · sealed | 73/730 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 · sealed | 71/710 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 · calibration | 20/200 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 · calibration | 20/200 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 · calibration | 29/290 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 · sealed | 118/1180 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 · calibration | 30/300 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 · sealed | 119/1190 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 · calibration | 14/140 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 · calibration | 10/100 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 · sealed | 37/370 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 · sealed | 41/410 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 · calibration | 30/300 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 · sealed | 40/400 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 · calibration | 10/100 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 · sealed | 120/1200 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 · sealed | 80/800 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 · sealed | 80/800 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 · calibration | 12/120 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 · calibration | 17/170 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 · calibration | 22/300 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 · calibration | 22/300 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 · calibration | 22/300 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 · calibration | 22/300 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 · calibration | 30/300 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 · sealed | 120/1200 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 · sealed | 65/650 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 · sealed | 51/510 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 · calibration | 8/300 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 · calibration | 8/300 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 · calibration | 8/300 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 · calibration | 8/300 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 · sealed | 30/1190 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 · sealed | 30/1190 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 · sealed | 30/1190 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 · sealed | 30/1190 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 · sealed | 41/410 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 · sealed | 89/1190 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 · sealed | 89/1190 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 · sealed | 89/1190 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 · sealed | 89/1190 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 · calibration | 9/90 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 |
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.
Chat Off cases, rendered as Chat On
Invalid answers: 0.0%
View advice boardChat On cases, messages removed
Invalid answers: 0.0%
View advice boardChat Off cases, rendered as Chat On
Invalid answers: 1.3%
View advice boardChat On cases, messages removed
Invalid answers: 4.0%
View advice board