GPT family · blackjack · Chat On
ante-index-v1
87.4/ 100
95% interval 85.5–88.8
Records describe observed shared units. Season 2 opponent exposure was uneven, so Season 3 schedules balance pair and seat exposure.
No opponent records are published for this season.
These are observed frequencies under this ruleset and opponent panel, not personality traits or evidence of inner state.
No representative scenes are published yet.
No configuration changes are recorded.
| Condition | Follow control | Follow pressure | Susceptibility | Pairs |
|---|---|---|---|---|
| craps social | 0.0% | 0.0% | 0.0 pp | 200 |
| roulette fallacy | 0.0% | 0.5% | 0.5 pp | 200 |
Loss against the covered reference, compared with a random player. Lower loss is better.
Excluded from Edge: Roulette (exhibition).
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 · easyGPT-6 Astra · 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% | 3,160 ms3,054 ms–3,713 ms | 4,327 ms3,583 ms–4,412 ms | $0.0114$0.0113–$0.0115 |
| Blackjack · costlyGPT-6 Astra · 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% | 3,280 ms3,054 ms–3,605 ms | 4,315 ms3,627 ms–4,412 ms | $0.0114$0.0113–$0.0115 |
| Blackjack · easyGPT-6 Astra · 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% | 3,122 ms2,960 ms–3,248 ms | 4,095 ms3,742 ms–5,267 ms | $0.0114$0.0113–$0.0114 |
| Blackjack · costlyGPT-6 Astra · 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% | 3,156 ms3,048 ms–3,288 ms | 4,093 ms3,831 ms–5,267 ms | $0.0114$0.0113–$0.0115 |
| Blackjack Team Play · easyGPT-6 Astra · 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% | 4,039 ms3,627 ms–4,545 ms | 5,976 ms4,590 ms–7,233 ms | $0.1479$0.1135–$0.1833 |
| Blackjack Team Play · costlyGPT-6 Astra · 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% | 4,309 ms3,503 ms–4,745 ms | 6,156 ms4,745 ms–7,233 ms | $0.1515$0.1153–$0.1884 |
| Blackjack Team Play · easyGPT-6 Astra · 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% | 3,863 ms3,714 ms–4,049 ms | 5,440 ms4,694 ms–6,073 ms | $0.1460$0.1317–$0.1595 |
| Blackjack Team Play · costlyGPT-6 Astra · 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% | 3,878 ms3,714 ms–4,049 ms | 5,299 ms4,709 ms–6,039 ms | $0.1362$0.1221–$0.1505 |
| Craps · overallGPT-6 Astra · calibration | 8/300 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% | 26.7%13.3%–43.3% | 3,310 ms3,128 ms–3,968 ms | 6,033 ms3,387 ms–7,145 ms | $0.0668$0.0659–$0.0675 |
| Craps · easyGPT-6 Astra · calibration | 8/300 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% | 26.7%13.3%–43.3% | 3,310 ms3,128 ms–3,968 ms | 6,033 ms3,387 ms–7,145 ms | $0.0668$0.0659–$0.0675 |
| Craps · borderlineGPT-6 Astra · calibration | 8/300 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% | 26.7%13.3%–43.3% | 3,310 ms3,128 ms–3,968 ms | 6,033 ms3,387 ms–7,145 ms | $0.0668$0.0659–$0.0675 |
| Craps · costlyGPT-6 Astra · calibration | 8/300 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% | 26.7%13.3%–43.3% | 3,310 ms3,128 ms–3,968 ms | 6,033 ms3,387 ms–7,145 ms | $0.0668$0.0659–$0.0675 |
| Craps · overallGPT-6 Astra · sealed | 30/1190 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% | 25.2%18.5%–32.8% | 3,592 ms3,402 ms–4,004 ms | 4,714 ms4,170 ms–5,000 ms | $0.0673$0.0670–$0.0675 |
| Craps · easyGPT-6 Astra · sealed | 30/1190 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% | 25.2%18.5%–32.8% | 3,592 ms3,402 ms–4,004 ms | 4,714 ms4,170 ms–5,000 ms | $0.0673$0.0670–$0.0675 |
| Craps · borderlineGPT-6 Astra · sealed | 30/1190 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% | 25.2%18.5%–32.8% | 3,592 ms3,402 ms–4,004 ms | 4,714 ms4,170 ms–5,000 ms | $0.0673$0.0670–$0.0675 |
| Craps · costlyGPT-6 Astra · sealed | 30/1190 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% | 25.2%18.5%–32.8% | 3,592 ms3,402 ms–4,004 ms | 4,714 ms4,170 ms–5,000 ms | $0.0673$0.0670–$0.0675 |
| Craps · overallGPT-6 Astra · calibration | 22/300 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% | 73.3%56.7%–86.7% | 4,360 ms3,436 ms–4,718 ms | 5,713 ms4,776 ms–7,563 ms | $0.0699$0.0696–$0.0703 |
| Craps · easyGPT-6 Astra · calibration | 22/300 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% | 73.3%56.7%–86.7% | 4,360 ms3,436 ms–4,718 ms | 5,713 ms4,776 ms–7,563 ms | $0.0699$0.0696–$0.0703 |
| Craps · borderlineGPT-6 Astra · calibration | 22/300 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% | 73.3%56.7%–86.7% | 4,360 ms3,436 ms–4,718 ms | 5,713 ms4,776 ms–7,563 ms | $0.0699$0.0696–$0.0703 |
| Craps · costlyGPT-6 Astra · calibration | 22/300 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% | 73.3%56.7%–86.7% | 4,360 ms3,436 ms–4,718 ms | 5,713 ms4,776 ms–7,563 ms | $0.0699$0.0696–$0.0703 |
| Craps · overallGPT-6 Astra · sealed | 89/1190 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% | 74.8%67.2%–81.5% | 3,481 ms3,274 ms–3,799 ms | 5,425 ms4,864 ms–6,991 ms | $0.0699$0.0697–$0.0701 |
| Craps · easyGPT-6 Astra · sealed | 89/1190 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% | 74.8%67.2%–81.5% | 3,481 ms3,274 ms–3,799 ms | 5,425 ms4,864 ms–6,991 ms | $0.0699$0.0697–$0.0701 |
| Craps · borderlineGPT-6 Astra · sealed | 89/1190 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% | 74.8%67.2%–81.5% | 3,481 ms3,274 ms–3,799 ms | 5,425 ms4,864 ms–6,991 ms | $0.0699$0.0697–$0.0701 |
| Craps · costlyGPT-6 Astra · sealed | 89/1190 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% | 74.8%67.2%–81.5% | 3,481 ms3,274 ms–3,799 ms | 5,425 ms4,864 ms–6,991 ms | $0.0699$0.0697–$0.0701 |
| Showdown Hold’em · easyGPT-6 Astra · 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% | 5,313 ms3,929 ms–7,602 ms | 10,760 ms8,045 ms–11,439 ms | $0.0245$0.0225–$0.0267 |
| Showdown Hold’em · costlyGPT-6 Astra · 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% | 5,313 ms3,929 ms–7,602 ms | 10,760 ms8,045 ms–11,439 ms | $0.0245$0.0225–$0.0267 |
| Showdown Hold’em · overallGPT-6 Astra · sealed | 120/1200 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% | 5,185 ms4,764 ms–6,253 ms | 17,761 ms14,126 ms–35,712 ms | $0.0270$0.0251–$0.0294 |
| Showdown Hold’em · easyGPT-6 Astra · 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% | 5,000 ms4,422 ms–5,782 ms | 9,909 ms8,579 ms–14,022 ms | $0.0235$0.0226–$0.0244 |
| Showdown Hold’em · borderlineGPT-6 Astra · sealed | 40/400 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% | 8,560 ms4,880 ms–12,844 ms | 35,857 ms15,749 ms–45,807 ms | $0.0340$0.0290–$0.0398 |
| Showdown Hold’em · costlyGPT-6 Astra · 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% | 5,000 ms4,422 ms–5,782 ms | 9,909 ms8,579 ms–14,022 ms | $0.0235$0.0226–$0.0244 |
| Video Poker · overallGPT-6 Astra · 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% | 4,201 ms3,623 ms–4,820 ms | 7,523 ms5,443 ms–8,883 ms | $0.0185$0.0179–$0.0191 |
| Video Poker · easyGPT-6 Astra · 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% | 3,996 ms3,619 ms–4,929 ms | 5,488 ms4,847 ms–5,546 ms | $0.0178$0.0177–$0.0180 |
| Video Poker · borderlineGPT-6 Astra · 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% | 5,391 ms3,810 ms–8,532 ms | 8,743 ms5,930 ms–8,883 ms | $0.0201$0.0185–$0.0218 |
| Video Poker · costlyGPT-6 Astra · 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% | 3,619 ms3,468 ms–3,721 ms | 5,331 ms3,654 ms–5,473 ms | $0.0177$0.0176–$0.0178 |
| Video Poker · easyGPT-6 Astra · sealed | 65/650 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% | 3,686 ms3,539 ms–3,984 ms | 5,662 ms4,942 ms–8,049 ms | $0.0181$0.0178–$0.0186 |
| Video Poker · costlyGPT-6 Astra · sealed | 51/510 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% | 3,686 ms3,549 ms–3,969 ms | 5,039 ms4,507 ms–6,120 ms | $0.0178$0.0177–$0.0180 |
| Video Poker · overallGPT-6 Astra · sealed | 120/1200 transport failures | 0.0000.000–0.000 | 0.0000.000–0.000 | 99.2%97.5%–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% | 3,978 ms3,804 ms–4,160 ms | 15,135 ms8,433 ms–19,442 ms | $0.0205$0.0192–$0.0220 |
| Video Poker · borderlineGPT-6 Astra · sealed | 41/410 transport failures | 0.0000.000–0.000 | 0.0000.000–0.000 | 97.6%92.7%–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% | 5,449 ms4,430 ms–7,869 ms | 19,442 ms15,054 ms–35,313 ms | $0.0250$0.0218–$0.0290 |
| Blackjack · overallGPT-6 Astra · calibration | 29/290 transport failures | 0.0010.000–0.003 | 0.0030.000–0.009 | 93.1%82.8%–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% | 3,280 ms3,065 ms–3,503 ms | 4,364 ms3,697 ms–6,610 ms | $0.0116$0.0113–$0.0121 |
| Blackjack · overallGPT-6 Astra · sealed | 119/1190 transport failures | 0.0020.000–0.004 | 0.0050.001–0.010 | 95.0%90.8%–98.3% | 100.0%100.0%–100.0% | 99.5%99.0%–99.9% | 99.5%99.0%–99.9% | 100.0%100.0%–100.0% | 3,122 ms3,002 ms–3,248 ms | 4,158 ms3,943 ms–6,581 ms | $0.0117$0.0114–$0.0123 |
| Blackjack Team Play · overallGPT-6 Astra · 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% | 3,965 ms3,758 ms–4,339 ms | 5,496 ms4,745 ms–7,233 ms | $0.1455$0.1195–$0.1706 |
| Blackjack Team Play · overallGPT-6 Astra · 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% | 3,902 ms3,826 ms–4,094 ms | 6,090 ms5,151 ms–7,781 ms | $0.1410$0.1297–$0.1522 |
| Blackjack · borderlineGPT-6 Astra · calibration | 10/100 transport failures | 0.0030.000–0.008 | 0.0240.000–0.063 | 80.0%50.0%–100.0% | 100.0%100.0%–100.0% | 97.6%93.7%–100.0% | 97.6%93.7%–100.0% | 100.0%100.0%–100.0% | 3,405 ms3,164 ms–3,776 ms | 5,468 ms3,554 ms–6,610 ms | $0.0120$0.0112–$0.0134 |
| Blackjack Team Play · borderlineGPT-6 Astra · 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% | 3,854 ms3,749 ms–4,283 ms | 5,149 ms4,229 ms–5,543 ms | $0.1429$0.1031–$0.1817 |
| Blackjack · borderlineGPT-6 Astra · sealed | 41/410 transport failures | 0.0060.001–0.013 | 0.0360.007–0.083 | 85.4%73.2%–95.1% | 100.0%100.0%–100.0% | 96.4%91.7%–99.3% | 96.4%91.7%–99.3% | 100.0%100.0%–100.0% | 3,074 ms2,893 ms–3,364 ms | 4,312 ms3,816 ms–16,142 ms | $0.0124$0.0114–$0.0140 |
| Showdown Hold’em · overallGPT-6 Astra · 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% | 6,052 ms4,354 ms–7,958 ms | 14,526 ms10,982 ms–15,484 ms | $0.0263$0.0239–$0.0288 |
| Blackjack Team Play · borderlineGPT-6 Astra · 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% | 3,936 ms3,798 ms–4,199 ms | 8,483 ms5,078 ms–17,556 ms | $0.1388$0.1180–$0.1627 |
| Showdown Hold’em · borderlineGPT-6 Astra · 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% | 9,432 ms4,029 ms–14,342 ms | 15,121 ms12,924 ms–15,484 ms | $0.0299$0.0247–$0.0352 |