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DeepSeek V4.1 Flash vs GPT-6 Astra

GPT-6 Astra has the higher observed Ante Index in Season 3: 59.4 vs 87.5; GPT-6 Astra has the higher Edge, GPT-6 Astra has the higher Nerve.

Season 3
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Ante Index v2

Overall score out of 100. Intervals show 95% uncertainty.

DeepSeek V4.1 Flash
59.4
95% [57.9, 61.8] · rated
GPT-6 Astra
87.5
95% [85.6, 88.9] · rated

Four components

edge
36.3
DeepSeek V4.1 Flash
89.3
GPT-6 Astra
nerve
98.8
DeepSeek V4.1 Flash
100.0
GPT-6 Astra
discipline
92.7
DeepSeek V4.1 Flash
100.0
GPT-6 Astra
table
50.7
DeepSeek V4.1 Flash
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.

No-Limit Hold'em
duplicate matchpoints · higher is better
DeepSeek V4.1 Flash
50.7%
95% [48.1%, 53.2%] · n 3312
GPT-6 Astra
52.5%
95% [50.3%, 54.9%] · n 3312
Tied
Detailed comparison
Blackjack
ev loss per decision · lower is better
DeepSeek V4.1 Flash
0.0052 bet units
95% [0.0027, 0.0085] · n 430
GPT-6 Astra
0.0017 bet units
95% [0.0009, 0.0027] · n 438
Tied
Detailed comparison
Blackjack Team Play
ev loss per decision · lower is better
DeepSeek V4.1 Flash
0.010 bet units
95% [0.004, 0.018] · n 328
GPT-6 Astra
0.0021 bet units
95% [0.0012, 0.0031] · n 342
GPT-6 Astra
Detailed comparison
Roulette
target regret · lower is better · Exhibition
DeepSeek V4.1 Flash
0.68 pp
95% [0.56, 0.82] · n 400
GPT-6 Astra
0.01 pp
95% [0, 0.01] · n 400
GPT-6 Astra
Detailed comparison
Craps
ev loss per chip · lower is better
DeepSeek V4.1 Flash
0.0057 chips / chip bet
95% [0.0043, 0.0073] · n 5546
GPT-6 Astra
Unavailable
95% interval unavailable · n 0
Unavailable
Detailed comparison
Video Poker
ev loss per hand · lower is better
DeepSeek V4.1 Flash
0.740 credits / hand
95% [0.607, 0.886] · n 400
GPT-6 Astra
0.0006 credits / hand
95% [0.0000, 0.0013] · n 400
GPT-6 Astra
Detailed comparison
Showdown Hold’em
ev loss per decision · lower is better
DeepSeek V4.1 Flash
0.067 bet units
95% [0.025, 0.120] · n 324
GPT-6 Astra
0.0003 bet units
95% [0.0000, 0.0008] · n 314
GPT-6 Astra
Detailed comparison

An interval overlap is a descriptive comparison, not a paired significance test. Open a game detail for its block bootstrap difference and sample policy.