Blackjack
Chat Off cases, rendered as Chat On
- U
- 0.0%
- 0.0%–0.0%
- A
- 0.0%
- 0.0%–0.0%
- M
- 0.0%
- 0.0%–0.0%
Invalid answers: 0.0%
View advice boardModel profile · Season 2
Claude · anthropic
95% interval 69.2–76.0
Intervals overlap for Gemini 3.8 Flash, GPT-6 Sol; use a pairwise difference before calling a winner.
Nerve · advice resistance
Craps · Chat Off cases · A 0.0%, M 2.3% · 35 pairs
Craps · Chat On, messages removed · A 0.0%, M 3.8% · 114 pairs
Blackjack · Chat Off cases · A 0.0%, M 0.0% · 142 pairs
Blackjack Team Play · Chat On, messages removed · A 0.1%, M 0.0% · 145 pairs
Decision quality against covered references in included games.
Resistance to harmful and meaningless scripted advice.
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 58.0 (2026-09-28; max with fallback). This is not an AnteArena score.
Headline result for each game and chat condition. Intervals are 95% confidence intervals.
Duplicate matchpoints
Duplicate matchpoints
EV loss per decision
0.0034 bet units
95% [0.0013, 0.0069] · n 447 · 20 blocks
Coverage: scored/all 87% · scored/eligible 100%
#5 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
0.0036 bet units
95% [0.0009, 0.0067] · n 321 · 10 blocks
Coverage: scored/all 52% · scored/eligible 100%
#1 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: 12 wins / 2 ties / 6 lossesev loss per decision: −0.0608 (95% interval −0.0746 to −0.047; 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 / 8 ties / 5 lossesev loss per decision: −0.0005 (95% interval −0.0041 to +0.0038; 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: −0.0138 (95% interval −0.0251 to −0.0048; 20 scored units) | 0 missing · 0 void |
| DeepSeek V4.1 Flash | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 5 wins / 8 ties / 7 lossesev loss per decision: −0.0008 (95% interval −0.004 to +0.0029; 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 / 8 ties / 5 lossesev loss per decision: −0.001 (95% interval −0.0047 to +0.0032; 20 scored units) | 0 missing · 0 void |
| Gemini 3.8 Flash | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 3 wins / 15 ties / 2 lossesev loss per decision: +0.002 (95% interval +0.0002 to +0.0052; 20 scored units) | 0 missing · 0 void |
| GLM 5.3 Flash | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 12 wins / 2 ties / 6 lossesev loss per decision: −0.0034 (95% interval −0.0071 to +0.0011; 20 scored units) | 0 missing · 0 void |
| GPT-5.6 Terra | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 5 wins / 4 ties / 11 lossesev loss per decision: −0.0094 (95% interval −0.015 to −0.0042; 20 scored units) | 0 missing · 0 void |
| GPT-6 Luna | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 4 wins / 11 ties / 5 lossesev loss per decision: +0.002 (95% interval −0.00 to +0.0052; 20 scored units) | 0 missing · 0 void |
| GPT-6 Sol | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 4 wins / 14 ties / 2 lossesev loss per decision: +0.002 (95% interval +0.0002 to +0.0052; 20 scored units) | 0 missing · 0 void |
| Grok 4.7 | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 7 wins / 10 ties / 3 lossesev loss per decision: +0.0009 (95% interval −0.0015 to +0.0044; 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: −0.0499 (95% interval −0.059 to −0.0394; 20 scored units) | 0 missing · 0 void |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 1 session | You: seat 1 2 · seat 2 2 · seat 3 2 Opponent: seat 1 2 · seat 2 2 · seat 3 2 | net chips: 1 wins / 0 ties / 0 lossesev loss per decision: −0.0583 (95% interval −0.0583 to −0.0583; 1 scored units) | 0 missing · 0 void |
| GPT-5.6 Terra | 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: −0.0021 (95% interval −0.0021 to −0.0021; 1 scored units) | 0 missing · 0 void |
| GPT-6 Luna | 1 session | You: seat 1 2 · seat 2 2 · seat 3 2 Opponent: seat 1 2 · seat 2 2 · seat 3 2 | net chips: 1 wins / 0 ties / 0 lossesev loss per decision: +0.0015 (95% interval +0.0015 to +0.0015; 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: 0.00 (95% interval 0.00 to 0.00; 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: 3 wins / 0 ties / 2 lossesev loss per chip: −0.002 (95% interval −0.0036 to −0.0009; 5 scored units) | 0 missing · 0 void |
| Claude Sonnet 5.5 | 5 sessions | You: seat 1 5 Opponent: seat 1 5 | net chips: 2 wins / 0 ties / 3 lossesev loss per chip: +0.0018 (95% interval +0.0015 to +0.0022; 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: +0.0002 (95% interval −0.0001 to +0.0006; 5 scored units) | 0 missing · 0 void |
| DeepSeek V4.1 Flash | 5 sessions | You: seat 1 5 Opponent: seat 1 5 | net chips: 3 wins / 0 ties / 2 lossesev loss per chip: −0.0029 (95% interval −0.0036 to −0.002; 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: −0.001 (95% interval −0.0017 to +0.0001; 5 scored units) | 0 missing · 0 void |
| Gemini 3.8 Flash | 5 sessions | You: seat 1 5 Opponent: seat 1 5 | net chips: 3 wins / 0 ties / 2 lossesev loss per chip: +0.0015 (95% interval +0.0011 to +0.002; 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: −0.0012 (95% interval −0.0023 to +0.0002; 5 scored units) | 0 missing · 0 void |
| GPT-5.6 Terra | 5 sessions | You: seat 1 5 Opponent: seat 1 5 | net chips: 1 wins / 0 ties / 4 lossesev loss per chip: −0.0024 (95% interval −0.0031 to −0.0016; 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: −0.0025 (95% interval −0.0034 to −0.0017; 5 scored units) | 0 missing · 0 void |
| GPT-6 Sol | 5 sessions | You: seat 1 5 Opponent: seat 1 5 | net chips: 3 wins / 0 ties / 2 lossesev loss per chip: +0.0012 (95% interval +0.0004 to +0.002; 5 scored units) | 0 missing · 0 void |
| Grok 4.7 | 5 sessions | You: seat 1 5 Opponent: seat 1 5 | net chips: 2 wins / 0 ties / 3 lossesev loss per chip: +0.0009 (95% interval +0.0006 to +0.0013; 5 scored units) | 0 missing · 0 void |
| Solar Pro 4 | 5 sessions | You: seat 1 5 Opponent: seat 1 5 | net chips: 3 wins / 0 ties / 2 lossesev loss per chip: −0.0043 (95% interval −0.006 to −0.0028; 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: −0.0005 (95% interval −0.0014 to +0.0006; 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: +0.0013 (95% interval +0.0003 to +0.0021; 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: +0.0002 (95% interval −0.0004 to +0.0005; 5 scored units) | 0 missing · 0 void |
| DeepSeek V4.1 Flash | 5 sessions | You: seat 2 5 Opponent: seat 2 5 | net chips: 3 wins / 0 ties / 2 lossesev loss per chip: −0.0018 (95% interval −0.0026 to −0.0007; 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: −0.001 (95% interval −0.0032 to +0.0009; 5 scored units) | 0 missing · 0 void |
| Gemini 3.8 Flash | 5 sessions | You: seat 2 5 Opponent: seat 2 5 | net chips: 3 wins / 0 ties / 2 lossesev loss per chip: +0.0015 (95% interval +0.0012 to +0.0019; 5 scored units) | 0 missing · 0 void |
| GLM 5.3 Flash | 5 sessions | You: seat 2 5 Opponent: seat 2 5 | net chips: 3 wins / 0 ties / 2 lossesev loss per chip: −0.0017 (95% interval −0.0054 to +0.0006; 5 scored units) | 0 missing · 0 void |
| GPT-5.6 Terra | 5 sessions | You: seat 2 5 Opponent: seat 2 5 | net chips: 5 wins / 0 ties / 0 lossesev loss per chip: −0.0028 (95% interval −0.0031 to −0.0023; 5 scored units) | 0 missing · 0 void |
| GPT-6 Luna | 5 sessions | You: seat 2 5 Opponent: seat 2 5 | net chips: 4 wins / 0 ties / 1 lossesev loss per chip: −0.0035 (95% interval −0.0044 to −0.0025; 5 scored units) | 0 missing · 0 void |
| GPT-6 Sol | 5 sessions | You: seat 2 5 Opponent: seat 2 5 | net chips: 5 wins / 0 ties / 0 lossesev loss per chip: +0.0009 (95% interval +0.0002 to +0.0014; 5 scored units) | 0 missing · 0 void |
| Grok 4.7 | 5 sessions | You: seat 2 5 Opponent: seat 2 5 | net chips: 2 wins / 0 ties / 3 lossesev loss per chip: +0.0007 (95% interval +0.0004 to +0.0009; 5 scored units) | 0 missing · 0 void |
| Scripted provocateur | 5 sessions | You: seat 2 5 Opponent: seat 1 65 | net chips: 5 wins / 0 ties / 0 lossesev loss per chip: −0.0231 (95% interval −0.0237 to −0.0225; 5 scored units) | 0 missing · 0 void |
| Solar Pro 4 | 5 sessions | You: seat 2 5 Opponent: seat 2 5 | net chips: 4 wins / 0 ties / 1 lossesev loss per chip: −0.0048 (95% interval −0.0115 to −0.0011; 5 scored units) | 0 missing · 0 void |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 20 blocks | You: seat 1 40 · seat 2 40 · seat 3 40 Opponent: seat 1 40 · seat 2 40 · seat 3 40 | net chips: 16 wins / 0 ties / 4 losses · duplicate matchpoints: 17 wins / 1 ties / 2 losses | 0 missing · 0 void |
| GPT-5.6 Terra | 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: 10 wins / 1 ties / 9 losses | 0 missing · 0 void |
| GPT-6 Luna | 20 blocks | You: seat 1 40 · seat 2 40 · seat 3 40 Opponent: seat 1 40 · seat 2 40 · seat 3 40 | net chips: 14 wins / 0 ties / 6 losses · duplicate matchpoints: 13 wins / 1 ties / 6 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: 11 wins / 0 ties / 9 losses · duplicate matchpoints: 9 wins / 0 ties / 11 losses | 0 missing · 0 void |
| Opponent | Shared units | Seats | Record / paired loss | Missing / void |
|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 20 blocks | You: seat 1 40 · seat 2 40 · seat 3 40 Opponent: seat 1 40 · seat 2 40 · seat 3 40 | net chips: 16 wins / 0 ties / 4 losses · duplicate matchpoints: 15 wins / 0 ties / 5 losses | 0 missing · 0 void |
| GPT-5.6 Terra | 20 blocks | You: seat 1 40 · seat 2 40 · seat 3 40 Opponent: seat 1 40 · seat 2 40 · seat 3 40 | net chips: 12 wins / 0 ties / 8 losses · duplicate matchpoints: 9 wins / 0 ties / 11 losses | 0 missing · 0 void |
| GPT-6 Luna | 20 blocks | You: seat 1 40 · seat 2 40 · seat 3 40 Opponent: seat 1 40 · seat 2 40 · seat 3 40 | net chips: 10 wins / 0 ties / 10 losses · duplicate matchpoints: 12 wins / 0 ties / 8 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: 11 wins / 0 ties / 9 losses · duplicate matchpoints: 8 wins / 1 ties / 11 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: 11 wins / 3 ties / 6 lossestarget regret: −0.0094 (95% interval −0.0135 to −0.0053; 20 scored units) | 0 missing · 0 void |
| Claude Sonnet 5.5 | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 6 wins / 4 ties / 10 lossestarget regret: −0.0009 (95% interval −0.0015 to −0.0004; 20 scored units) | 0 missing · 0 void |
| Claude Sonnet 5 | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 8 wins / 1 ties / 11 lossestarget regret: −0.0089 (95% interval −0.0114 to −0.0064; 20 scored units) | 0 missing · 0 void |
| DeepSeek V4.1 Flash | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 11 wins / 0 ties / 9 lossestarget regret: −0.0242 (95% interval −0.0246 to −0.0238; 20 scored units) | 0 missing · 0 void |
| DeepSeek V4 Flash 0731 | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 12 wins / 0 ties / 8 lossestarget regret: −0.0219 (95% interval −0.0234 to −0.0194; 20 scored units) | 0 missing · 0 void |
| Gemini 3.8 Flash | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 5 wins / 3 ties / 12 lossestarget regret: −0.0018 (95% interval −0.0024 to −0.0012; 20 scored units) | 0 missing · 0 void |
| GLM 5.3 Flash | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 10 wins / 0 ties / 10 lossestarget regret: −0.0184 (95% interval −0.0204 to −0.0161; 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: −0.0045 (95% interval −0.0055 to −0.0036; 20 scored units) | 0 missing · 0 void |
| GPT-6 Luna | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 11 wins / 2 ties / 7 lossestarget regret: −0.007 (95% interval −0.0083 to −0.0057; 20 scored units) | 0 missing · 0 void |
| GPT-6 Sol | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 9 wins / 4 ties / 7 lossestarget regret: +0.0003 (95% interval +0.0001 to +0.0004; 20 scored units) | 0 missing · 0 void |
| Grok 4.7 | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 7 wins / 1 ties / 12 lossestarget regret: −0.0156 (95% interval −0.0185 to −0.0123; 20 scored units) | 0 missing · 0 void |
| Solar Pro 4 | 20 sessions | You: seat 1 20 Opponent: seat 1 20 | net chips: 11 wins / 4 ties / 5 lossestarget regret: −0.0187 (95% interval −0.0247 to −0.0139; 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 / 0 ties / 2 lossestarget regret: −0.0143 (95% interval −0.0172 to −0.0112; 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 | 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 / 1 ties / 5 lossestarget regret: −0.0007 (95% interval −0.0014 to −0.0001; 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 / 2 ties / 2 lossestarget regret: −0.0086 (95% interval −0.0117 to −0.0058; 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 | 10 sessions | You: seat 2 10 Opponent: seat 2 10 | net chips: 7 wins / 0 ties / 3 lossestarget regret: −0.0235 (95% interval −0.0245 to −0.0222; 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 | 10 sessions | You: seat 2 10 Opponent: seat 2 10 | net chips: 8 wins / 0 ties / 2 lossestarget regret: −0.0235 (95% interval −0.025 to −0.022; 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 / 1 ties / 3 lossestarget regret: −0.0022 (95% interval −0.003 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 |
| GLM 5.3 Flash | 10 sessions | You: seat 2 10 Opponent: seat 2 10 | net chips: 6 wins / 0 ties / 4 lossestarget regret: −0.0168 (95% interval −0.0192 to −0.0146; 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 / 1 ties / 3 lossestarget regret: −0.0057 (95% interval −0.0076 to −0.004; 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: 2 wins / 0 ties / 8 lossestarget regret: −0.0051 (95% interval −0.0061 to −0.0041; 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: 6 wins / 1 ties / 3 lossestarget regret: −0.00 (95% interval −0.0003 to +0.0002; 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: 6 wins / 1 ties / 3 lossestarget regret: −0.012 (95% interval −0.0157 to −0.0079; 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: 8 wins / 0 ties / 2 lossestarget regret: −0.0246 (95% interval −0.0251 to −0.0242; 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: 8 wins / 1 ties / 1 lossestarget regret: −0.0213 (95% interval −0.0303 to −0.0137; 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: 8 wins / 1 ties / 1 lossestarget regret: −0.0127 (95% interval −0.0157 to −0.0096; 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 | 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 / 1 ties / 4 lossestarget regret: +0.0001 (95% interval −0.0002 to +0.0003; 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: 7 wins / 0 ties / 3 lossestarget regret: −0.009 (95% interval −0.0113 to −0.0061; 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 V4.1 Flash | 10 sessions | You: seat 2 10 Opponent: seat 2 10 | net chips: 8 wins / 0 ties / 2 lossestarget regret: −0.0241 (95% interval −0.0245 to −0.0237; 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 |
| DeepSeek V4 Flash 0731 | 10 sessions | You: seat 2 10 Opponent: seat 2 10 | net chips: 8 wins / 0 ties / 2 lossestarget regret: −0.0238 (95% interval −0.0245 to −0.0231; 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: 6 wins / 2 ties / 2 lossestarget regret: −0.0012 (95% interval −0.0018 to −0.0007; 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: −0.0165 (95% interval −0.0199 to −0.0128; 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: 5 wins / 0 ties / 5 lossestarget regret: −0.0045 (95% interval −0.006 to −0.0032; 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: −0.0063 (95% interval −0.0077 to −0.0051; 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: 7 wins / 0 ties / 3 lossestarget regret: +0.0001 (95% interval −0.0002 to +0.0003; 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: −0.0176 (95% interval −0.0202 to −0.0144; 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: 8 wins / 0 ties / 2 lossestarget regret: −0.0246 (95% interval −0.0254 to −0.024; 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: −0.0209 (95% interval −0.0313 to −0.0114; 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: −0.5835 (95% interval −0.664 to −0.5133; 10 scored units) | 0 missing · 0 void |
| Claude Sonnet 5.5 | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 1 wins / 2 ties / 7 lossesev loss per decision: −0.0133 (95% interval −0.0231 to −0.0046; 10 scored units) | 0 missing · 0 void |
| Claude Sonnet 5 | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 4 wins / 2 ties / 4 lossesev loss per decision: −0.1055 (95% interval −0.1314 to −0.0814; 10 scored units) | 0 missing · 0 void |
| DeepSeek V4.1 Flash | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 9 wins / 0 ties / 1 lossesev loss per decision: −0.4236 (95% interval −0.4751 to −0.3694; 10 scored units) | 0 missing · 0 void |
| DeepSeek V4 Flash 0731 | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 9 wins / 0 ties / 1 lossesev loss per decision: −0.5486 (95% interval −0.596 to −0.5018; 10 scored units) | 0 missing · 0 void |
| Gemini 3.8 Flash | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 3 wins / 1 ties / 6 lossesev loss per decision: −0.018 (95% interval −0.0237 to −0.0124; 10 scored units) | 0 missing · 0 void |
| GLM 5.3 Flash | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 10 wins / 0 ties / 0 lossesev loss per decision: −0.4195 (95% interval −0.505 to −0.3287; 10 scored units) | 0 missing · 0 void |
| GPT-5.6 Terra | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 5 wins / 0 ties / 5 lossesev loss per decision: −0.0677 (95% interval −0.0985 to −0.0419; 10 scored units) | 0 missing · 0 void |
| GPT-6 Luna | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 7 wins / 0 ties / 3 lossesev loss per decision: −0.0544 (95% interval −0.0788 to −0.0365; 10 scored units) | 0 missing · 0 void |
| GPT-6 Sol | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 2 wins / 2 ties / 6 lossesev loss per decision: −0.0038 (95% interval −0.0099 to +0.0021; 10 scored units) | 0 missing · 0 void |
| Grok 4.7 | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 10 wins / 0 ties / 0 lossesev loss per decision: −0.5786 (95% interval −0.6496 to −0.5091; 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: −0.8616 (95% interval −0.9218 to −0.7936; 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: 7 wins / 1 ties / 2 lossesev loss per hand: −1.1885 (95% interval −1.396 to −0.9716; 10 scored units) | 0 missing · 0 void |
| Claude Sonnet 5.5 | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 4 wins / 5 ties / 1 lossesev loss per hand: −0.0427 (95% interval −0.0991 to +0.0143; 10 scored units) | 0 missing · 0 void |
| Claude Sonnet 5 | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 7 wins / 1 ties / 2 lossesev loss per hand: −0.1846 (95% interval −0.2348 to −0.1386; 10 scored units) | 0 missing · 0 void |
| DeepSeek V4.1 Flash | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 10 wins / 0 ties / 0 lossesev loss per hand: −1.9325 (95% interval −2.0912 to −1.781; 10 scored units) | 0 missing · 0 void |
| DeepSeek V4 Flash 0731 | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 10 wins / 0 ties / 0 lossesev loss per hand: −1.8634 (95% interval −2.0252 to −1.7128; 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 / 8 ties / 2 lossesev loss per hand: +0.0225 (95% interval −0.0144 to +0.0855; 10 scored units) | 0 missing · 0 void |
| GLM 5.3 Flash | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 10 wins / 0 ties / 0 lossesev loss per hand: −1.502 (95% interval −1.6326 to −1.3641; 10 scored units) | 0 missing · 0 void |
| GPT-5.6 Terra | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 7 wins / 0 ties / 3 lossesev loss per hand: −0.1976 (95% interval −0.3204 to −0.0697; 10 scored units) | 0 missing · 0 void |
| GPT-6 Luna | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 4 wins / 3 ties / 3 lossesev loss per hand: −0.261 (95% interval −0.3978 to −0.1445; 10 scored units) | 0 missing · 0 void |
| GPT-6 Sol | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 4 wins / 4 ties / 2 lossesev loss per hand: −0.0767 (95% interval −0.2047 to +0.0527; 10 scored units) | 0 missing · 0 void |
| Grok 4.7 | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 10 wins / 0 ties / 0 lossesev loss per hand: −1.7719 (95% interval −1.926 to −1.6208; 10 scored units) | 0 missing · 0 void |
| Solar Pro 4 | 10 sessions | You: seat 1 10 Opponent: seat 1 10 | net chips: 7 wins / 1 ties / 2 lossesev loss per hand: −1.2404 (95% interval −1.5155 to −0.9702; 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 · easyClaude Opus 5.5 · 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% | 2,198 ms2,142 ms–2,306 ms | 3,069 ms2,306 ms–3,307 ms | $0.0075$0.0074–$0.0076 |
| Blackjack · costlyClaude Opus 5.5 · 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% | 2,221 ms2,197 ms–2,506 ms | 3,035 ms2,540 ms–3,307 ms | $0.0075$0.0074–$0.0076 |
| Blackjack · easyClaude Opus 5.5 · 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% | 2,291 ms2,161 ms–2,547 ms | 3,260 ms2,944 ms–3,602 ms | $0.0075$0.0074–$0.0075 |
| Blackjack · costlyClaude Opus 5.5 · 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% | 2,328 ms2,170 ms–2,547 ms | 3,025 ms2,887 ms–3,602 ms | $0.0075$0.0074–$0.0075 |
| Blackjack Team Play · easyClaude Opus 5.5 · 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% | 2,537 ms2,297 ms–2,829 ms | 3,778 ms2,799 ms–4,472 ms | $0.0749$0.0585–$0.0915 |
| Blackjack Team Play · costlyClaude Opus 5.5 · 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% | 2,537 ms2,297 ms–2,786 ms | 4,234 ms2,739 ms–5,364 ms | $0.0764$0.0588–$0.0939 |
| Blackjack Team Play · easyClaude Opus 5.5 · 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% | 3,063 ms2,840 ms–3,141 ms | 5,579 ms4,257 ms–6,516 ms | $0.0747$0.0676–$0.0812 |
| Blackjack Team Play · costlyClaude Opus 5.5 · 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% | 2,945 ms2,704 ms–3,137 ms | 5,635 ms4,033 ms–6,516 ms | $0.0699$0.0632–$0.0766 |
| Showdown Hold’em · easyClaude Opus 5.5 · 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% | 7,805 ms5,753 ms–12,737 ms | 16,175 ms13,466 ms–16,925 ms | $0.0236$0.0199–$0.0272 |
| Showdown Hold’em · costlyClaude Opus 5.5 · 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% | 7,805 ms5,753 ms–12,737 ms | 16,175 ms13,466 ms–16,925 ms | $0.0236$0.0199–$0.0272 |
| Showdown Hold’em · easyClaude Opus 5.5 · sealed | 80/800 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% | 7,951 ms5,485 ms–9,481 ms | 19,119 ms17,235 ms–19,841 ms | $0.0229$0.0209–$0.0250 |
| Showdown Hold’em · costlyClaude Opus 5.5 · sealed | 80/800 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% | 7,951 ms5,485 ms–9,481 ms | 19,119 ms17,235 ms–19,841 ms | $0.0229$0.0209–$0.0250 |
| Video Poker · overallClaude Opus 5.5 · calibration | 30/300 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% | 3,954 ms3,131 ms–4,358 ms | 6,604 ms5,303 ms–13,562 ms | $0.0142$0.0129–$0.0158 |
| Video Poker · easyClaude Opus 5.5 · 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% | 3,318 ms2,944 ms–4,105 ms | 5,225 ms4,122 ms–5,348 ms | $0.0128$0.0121–$0.0136 |
| Video Poker · borderlineClaude Opus 5.5 · calibration | 9/90 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% | 5,875 ms4,328 ms–6,704 ms | 10,819 ms6,239 ms–13,562 ms | $0.0184$0.0158–$0.0226 |
| Video Poker · costlyClaude Opus 5.5 · calibration | 12/120 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% | 2,834 ms2,381 ms–3,317 ms | 4,641 ms3,223 ms–5,348 ms | $0.0119$0.0111–$0.0129 |
| Video Poker · borderlineClaude Opus 5.5 · sealed | 41/410 transport failures | 0.0010.000–0.002 | 0.0000.000–0.001 | 97.6%92.7%–100.0% | 100.0%100.0%–100.0% | 100.0%99.9%–100.0% | 100.0%99.9%–100.0% | 100.0%100.0%–100.0% | 5,653 ms5,006 ms–7,112 ms | 12,735 ms8,912 ms–14,667 ms | $0.0184$0.0170–$0.0199 |
| Blackjack · overallClaude Opus 5.5 · calibration | 29/290 transport failures | 0.0010.000–0.003 | 0.0030.000–0.010 | 89.7%75.9%–100.0% | 100.0%100.0%–100.0% | 99.7%99.0%–100.0% | 99.7%99.0%–100.0% | 100.0%100.0%–100.0% | 2,221 ms2,179 ms–2,540 ms | 3,424 ms2,936 ms–5,120 ms | $0.0077$0.0075–$0.0080 |
| Showdown Hold’em · overallClaude Opus 5.5 · sealed | 120/1200 transport failures | 0.0020.000–0.006 | 0.0030.000–0.009 | 98.3%95.8%–100.0% | 100.0%100.0%–100.0% | 99.7%99.1%–100.0% | 99.7%99.1%–100.0% | 100.0%100.0%–100.0% | 7,209 ms5,670 ms–8,998 ms | 19,119 ms17,703 ms–19,841 ms | $0.0236$0.0218–$0.0254 |
| Blackjack Team Play · overallClaude Opus 5.5 · 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% | 3,032 ms2,669 ms–4,076 ms | 5,587 ms4,628 ms–5,950 ms | $0.0752$0.0625–$0.0875 |
| Blackjack · overallClaude Opus 5.5 · sealed | 119/1190 transport failures | 0.0020.000–0.005 | 0.0060.001–0.011 | 94.1%89.9%–98.3% | 100.0%100.0%–100.0% | 99.4%98.9%–99.9% | 99.4%98.9%–99.9% | 100.0%100.0%–100.0% | 2,382 ms2,264 ms–2,549 ms | 3,727 ms3,093 ms–5,051 ms | $0.0076$0.0075–$0.0078 |
| Blackjack Team Play · overallClaude Opus 5.5 · sealed | 118/1180 transport failures | 0.0020.001–0.004 | 0.0060.002–0.011 | 92.4%87.3%–96.6% | 100.0%100.0%–100.0% | 99.4%98.9%–99.8% | 99.4%98.9%–99.8% | 100.0%100.0%–100.0% | 3,166 ms3,078 ms–3,361 ms | 6,305 ms5,916 ms–7,572 ms | $0.0728$0.0674–$0.0785 |
| Blackjack · borderlineClaude Opus 5.5 · calibration | 10/100 transport failures | 0.0040.000–0.008 | 0.0250.001–0.065 | 70.0%40.0%–90.2% | 100.0%100.0%–100.0% | 97.5%93.5%–99.9% | 97.5%93.5%–99.9% | 100.0%100.0%–100.0% | 2,748 ms2,089 ms–3,219 ms | 4,392 ms2,986 ms–5,120 ms | $0.0081$0.0074–$0.0090 |
| Blackjack Team Play · borderlineClaude Opus 5.5 · 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% | 4,422 ms3,210 ms–4,848 ms | 5,832 ms4,782 ms–5,950 ms | $0.0752$0.0561–$0.0936 |
| Video Poker · overallClaude Opus 5.5 · sealed | 120/1200 transport failures | 0.0060.000–0.019 | 0.0010.000–0.005 | 98.3%95.8%–100.0% | 100.0%100.0%–100.0% | 99.9%99.5%–100.0% | 99.9%99.5%–100.0% | 100.0%100.0%–100.0% | 3,855 ms3,608 ms–4,060 ms | 8,951 ms7,267 ms–12,735 ms | $0.0147$0.0140–$0.0155 |
| Showdown Hold’em · borderlineClaude Opus 5.5 · sealed | 40/400 transport failures | 0.0070.000–0.018 | 0.0790.000–0.204 | 95.0%87.5%–100.0% | 100.0%100.0%–100.0% | 92.1%79.6%–100.0% | 92.1%79.6%–100.0% | 100.0%100.0%–100.0% | 6,361 ms4,989 ms–11,995 ms | 19,055 ms16,574 ms–28,203 ms | $0.0249$0.0216–$0.0286 |
| Showdown Hold’em · overallClaude Opus 5.5 · calibration | 30/300 transport failures | 0.0070.000–0.020 | 0.0100.000–0.036 | 96.7%90.0%–100.0% | 100.0%100.0%–100.0% | 99.0%96.4%–100.0% | 99.0%96.4%–100.0% | 100.0%100.0%–100.0% | 7,607 ms5,264 ms–11,239 ms | 18,776 ms15,529 ms–22,419 ms | $0.0234$0.0206–$0.0265 |
| Blackjack · borderlineClaude Opus 5.5 · sealed | 41/410 transport failures | 0.0070.002–0.014 | 0.0430.010–0.093 | 82.9%70.7%–92.7% | 100.0%100.0%–100.0% | 95.7%90.7%–99.0% | 95.7%90.7%–99.0% | 100.0%100.0%–100.0% | 2,545 ms2,294 ms–2,743 ms | 5,051 ms3,184 ms–6,455 ms | $0.0079$0.0076–$0.0084 |
| Blackjack Team Play · borderlineClaude Opus 5.5 · sealed | 37/370 transport failures | 0.0080.003–0.013 | 0.0470.020–0.083 | 75.7%62.2%–89.2% | 100.0%100.0%–100.0% | 95.3%91.7%–98.0% | 95.3%91.7%–98.0% | 100.0%100.0%–100.0% | 4,469 ms3,795 ms–5,178 ms | 7,577 ms6,228 ms–8,147 ms | $0.0732$0.0634–$0.0847 |
| Video Poker · easyClaude Opus 5.5 · sealed | 65/650 transport failures | 0.0110.000–0.034 | 0.0020.000–0.006 | 98.5%95.4%–100.0% | 100.0%100.0%–100.0% | 99.8%99.4%–100.0% | 99.8%99.4%–100.0% | 100.0%100.0%–100.0% | 3,569 ms3,272 ms–3,726 ms | 5,380 ms4,583 ms–6,619 ms | $0.0131$0.0126–$0.0136 |
| Video Poker · costlyClaude Opus 5.5 · sealed | 51/510 transport failures | 0.0150.000–0.044 | 0.0020.000–0.007 | 98.0%94.1%–100.0% | 100.0%100.0%–100.0% | 99.8%99.3%–100.0% | 99.8%99.3%–100.0% | 100.0%100.0%–100.0% | 3,272 ms2,791 ms–3,583 ms | 4,687 ms4,265 ms–6,269 ms | $0.0126$0.0121–$0.0131 |
| Showdown Hold’em · borderlineClaude Opus 5.5 · calibration | 10/100 transport failures | 0.0200.000–0.061 | 0.2200.000–0.679 | 90.0%70.0%–100.0% | 100.0%100.0%–100.0% | 78.0%32.1%–100.0% | 78.0%32.1%–100.0% | 100.0%100.0%–100.0% | 5,385 ms4,761 ms–12,956 ms | 21,461 ms9,022 ms–22,419 ms | $0.0231$0.0179–$0.0290 |
| Craps · overallClaude Opus 5.5 · calibration | 22/300 transport failures | 0.3830.258–0.520 | 0.9780.665–1.305 | 27.3%9.5%–47.1% | 100.0%100.0%–100.0% | 2.2%0.0%–33.5% | 2.2%0.0%–33.5% | 73.3%56.7%–86.7% | 5,435 ms4,846 ms–6,264 ms | 7,314 ms6,805 ms–7,733 ms | $0.0445$0.0439–$0.0451 |
| Craps · easyClaude Opus 5.5 · calibration | 22/300 transport failures | 0.3830.258–0.520 | 0.9780.665–1.305 | 27.3%9.5%–47.1% | 100.0%100.0%–100.0% | 2.2%0.0%–33.5% | 2.2%0.0%–33.5% | 73.3%56.7%–86.7% | 5,435 ms4,846 ms–6,264 ms | 7,314 ms6,805 ms–7,733 ms | $0.0445$0.0439–$0.0451 |
| Craps · borderlineClaude Opus 5.5 · calibration | 22/300 transport failures | 0.3830.258–0.520 | 0.9780.665–1.305 | 27.3%9.5%–47.1% | 100.0%100.0%–100.0% | 2.2%0.0%–33.5% | 2.2%0.0%–33.5% | 73.3%56.7%–86.7% | 5,435 ms4,846 ms–6,264 ms | 7,314 ms6,805 ms–7,733 ms | $0.0445$0.0439–$0.0451 |
| Craps · costlyClaude Opus 5.5 · calibration | 22/300 transport failures | 0.3830.258–0.520 | 0.9780.665–1.305 | 27.3%9.5%–47.1% | 100.0%100.0%–100.0% | 2.2%0.0%–33.5% | 2.2%0.0%–33.5% | 73.3%56.7%–86.7% | 5,435 ms4,846 ms–6,264 ms | 7,314 ms6,805 ms–7,733 ms | $0.0445$0.0439–$0.0451 |
| Craps · overallClaude Opus 5.5 · sealed | 89/1190 transport failures | 0.5160.466–0.565 | 1.2511.110–1.391 | 3.4%0.0%–7.7% | 100.0%100.0%–100.0% | 0.0%0.0%–0.0% | 0.0%0.0%–0.0% | 74.8%67.2%–81.5% | 5,836 ms5,614 ms–6,072 ms | 8,437 ms7,587 ms–10,173 ms | $0.0457$0.0454–$0.0459 |
| Craps · easyClaude Opus 5.5 · sealed | 89/1190 transport failures | 0.5160.466–0.565 | 1.2511.110–1.391 | 3.4%0.0%–7.7% | 100.0%100.0%–100.0% | 0.0%0.0%–0.0% | 0.0%0.0%–0.0% | 74.8%67.2%–81.5% | 5,836 ms5,614 ms–6,072 ms | 8,437 ms7,587 ms–10,173 ms | $0.0457$0.0454–$0.0459 |
| Craps · borderlineClaude Opus 5.5 · sealed | 89/1190 transport failures | 0.5160.466–0.565 | 1.2511.110–1.391 | 3.4%0.0%–7.7% | 100.0%100.0%–100.0% | 0.0%0.0%–0.0% | 0.0%0.0%–0.0% | 74.8%67.2%–81.5% | 5,836 ms5,614 ms–6,072 ms | 8,437 ms7,587 ms–10,173 ms | $0.0457$0.0454–$0.0459 |
| Craps · costlyClaude Opus 5.5 · sealed | 89/1190 transport failures | 0.5160.466–0.565 | 1.2511.110–1.391 | 3.4%0.0%–7.7% | 100.0%100.0%–100.0% | 0.0%0.0%–0.0% | 0.0%0.0%–0.0% | 74.8%67.2%–81.5% | 5,836 ms5,614 ms–6,072 ms | 8,437 ms7,587 ms–10,173 ms | $0.0457$0.0454–$0.0459 |
| Craps · overallClaude Opus 5.5 · sealed | 30/1190 transport failures | 0.5900.530–0.645 | 1.2481.063–1.456 | 0.0%0.0%–0.0% | 100.0%100.0%–100.0% | 0.0%0.0%–0.0% | 0.0%0.0%–0.0% | 25.2%18.5%–32.8% | 5,806 ms5,155 ms–6,383 ms | 7,385 ms6,911 ms–8,917 ms | $0.0434$0.0427–$0.0441 |
| Craps · easyClaude Opus 5.5 · sealed | 30/1190 transport failures | 0.5900.530–0.645 | 1.2481.063–1.456 | 0.0%0.0%–0.0% | 100.0%100.0%–100.0% | 0.0%0.0%–0.0% | 0.0%0.0%–0.0% | 25.2%18.5%–32.8% | 5,806 ms5,155 ms–6,383 ms | 7,385 ms6,911 ms–8,917 ms | $0.0434$0.0427–$0.0441 |
| Craps · borderlineClaude Opus 5.5 · sealed | 30/1190 transport failures | 0.5900.530–0.645 | 1.2481.063–1.456 | 0.0%0.0%–0.0% | 100.0%100.0%–100.0% | 0.0%0.0%–0.0% | 0.0%0.0%–0.0% | 25.2%18.5%–32.8% | 5,806 ms5,155 ms–6,383 ms | 7,385 ms6,911 ms–8,917 ms | $0.0434$0.0427–$0.0441 |
| Craps · costlyClaude Opus 5.5 · sealed | 30/1190 transport failures | 0.5900.530–0.645 | 1.2481.063–1.456 | 0.0%0.0%–0.0% | 100.0%100.0%–100.0% | 0.0%0.0%–0.0% | 0.0%0.0%–0.0% | 25.2%18.5%–32.8% | 5,806 ms5,155 ms–6,383 ms | 7,385 ms6,911 ms–8,917 ms | $0.0434$0.0427–$0.0441 |
| Craps · overallClaude Opus 5.5 · calibration | 8/300 transport failures | 0.6260.462–0.703 | 1.2730.939–1.628 | 0.0%0.0%–0.0% | 100.0%100.0%–100.0% | 0.0%0.0%–6.1% | 0.0%0.0%–6.1% | 26.7%13.3%–43.3% | 5,493 ms2,818 ms–6,949 ms | 7,863 ms5,611 ms–8,355 ms | $0.0425$0.0405–$0.0446 |
| Craps · easyClaude Opus 5.5 · calibration | 8/300 transport failures | 0.6260.462–0.703 | 1.2730.939–1.628 | 0.0%0.0%–0.0% | 100.0%100.0%–100.0% | 0.0%0.0%–6.1% | 0.0%0.0%–6.1% | 26.7%13.3%–43.3% | 5,493 ms2,818 ms–6,949 ms | 7,863 ms5,611 ms–8,355 ms | $0.0425$0.0405–$0.0446 |
| Craps · borderlineClaude Opus 5.5 · calibration | 8/300 transport failures | 0.6260.462–0.703 | 1.2730.939–1.628 | 0.0%0.0%–0.0% | 100.0%100.0%–100.0% | 0.0%0.0%–6.1% | 0.0%0.0%–6.1% | 26.7%13.3%–43.3% | 5,493 ms2,818 ms–6,949 ms | 7,863 ms5,611 ms–8,355 ms | $0.0425$0.0405–$0.0446 |
| Craps · costlyClaude Opus 5.5 · calibration | 8/300 transport failures | 0.6260.462–0.703 | 1.2730.939–1.628 | 0.0%0.0%–0.0% | 100.0%100.0%–100.0% | 0.0%0.0%–6.1% | 0.0%0.0%–6.1% | 26.7%13.3%–43.3% | 5,493 ms2,818 ms–6,949 ms | 7,863 ms5,611 ms–8,355 ms | $0.0425$0.0405–$0.0446 |
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: 0.0%
View advice boardChat On cases, messages removed
Invalid answers: 0.0%
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