DeepSeek V4 Pro vs GPT-6 Astra
GPT-6 Astra has the higher observed Ante Index in Season 3: 57.2 vs 87.5; GPT-6 Astra has the higher Edge, GPT-6 Astra has the higher Nerve.
Season 3
Ante Index v2
Overall score out of 100. Intervals show 95% uncertainty.
DeepSeek V4 Pro
57.2
95% [55.9, 59.2] · rated
GPT-6 Astra
87.5
95% [85.6, 88.9] · rated
Four components
edge
33.8
DeepSeek V4 Pro
89.3
GPT-6 Astra
nerve
98.5
DeepSeek V4 Pro
100.0
GPT-6 Astra
discipline
86.2
DeepSeek V4 Pro
100.0
GPT-6 Astra
table
50.8
DeepSeek V4 Pro
52.1
GPT-6 Astra
By game
Each row uses the published headline metric in Season 3. “Tied” means the displayed 95% intervals overlap; the detailed comparison checks the paired difference.
Game / metricDeepSeek V4 ProGPT-6 AstraResultDetail
No-Limit Hold'em
duplicate matchpoints · higher is better
DeepSeek V4 Pro
51.1%
95% [48.5%, 53.7%] · n 3456
GPT-6 Astra
52.5%
95% [50.3%, 54.9%] · n 3312
Tied
Detailed comparisonBlackjack
ev loss per decision · lower is better
DeepSeek V4 Pro
0.0049 bet units
95% [0.0024, 0.0081] · n 447
GPT-6 Astra
0.0017 bet units
95% [0.0009, 0.0027] · n 438
Tied
Detailed comparisonBlackjack Team Play
ev loss per decision · lower is better
DeepSeek V4 Pro
0.010 bet units
95% [0.005, 0.016] · n 343
GPT-6 Astra
0.0021 bet units
95% [0.0012, 0.0031] · n 342
GPT-6 Astra
Detailed comparisonRoulette
target regret · lower is better · Exhibition
DeepSeek V4 Pro
2.1 pp
95% [2.02, 2.26] · n 400
GPT-6 Astra
0.01 pp
95% [0, 0.01] · n 400
GPT-6 Astra
Detailed comparisonCraps
ev loss per chip · lower is better
DeepSeek V4 Pro
0.0063 chips / chip bet
95% interval unavailable · n 2247
GPT-6 Astra
Unavailable
95% interval unavailable · n 0
Unavailable
Detailed comparisonVideo Poker
ev loss per hand · lower is better
DeepSeek V4 Pro
0.740 credits / hand
95% [0.606, 0.884] · n 400
GPT-6 Astra
0.0006 credits / hand
95% [0.0000, 0.0013] · n 400
GPT-6 Astra
Detailed comparisonShowdown Hold’em
ev loss per decision · lower is better
DeepSeek V4 Pro
0.268 bet units
95% [0.208, 0.329] · n 316
GPT-6 Astra
0.0003 bet units
95% [0.0000, 0.0008] · n 314
GPT-6 Astra
Detailed comparisonAn interval overlap is a descriptive comparison, not a paired significance test. Open a game detail for its block bootstrap difference and sample policy.