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Claude Haiku 4.5 vs DeepSeek V4 Flash 0731

Claude Haiku 4.5 has the higher observed Ante Index in Season 2: 49.4 vs 44.6; DeepSeek V4 Flash 0731 has the higher Edge, Claude Haiku 4.5 has the higher Discipline.

Season 2
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Ante Index v1

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

Claude Haiku 4.5
49.4
95% [48.6, 50.0] · rated
DeepSeek V4 Flash 0731
44.6
95% [43.7, 45.8] · rated

Four components

edge
14.8
Claude Haiku 4.5
20.7
DeepSeek V4 Flash 0731
nerve
99.7
Claude Haiku 4.5
100.0
DeepSeek V4 Flash 0731
discipline
98.5
Claude Haiku 4.5
53.6
DeepSeek V4 Flash 0731
table
48.9
Claude Haiku 4.5
41.6
DeepSeek V4 Flash 0731

By game

Each row uses the published headline metric in Season 2. “Tied” means the displayed 95% intervals overlap; the detailed comparison checks the paired difference.

No-Limit Hold'em
duplicate matchpoints · higher is better
Claude Haiku 4.5
49.2%
95% [47.7%, 50.6%] · n 28800
DeepSeek V4 Flash 0731
41.5%
95% [39.5%, 43.4%] · n 28800
Claude Haiku 4.5
Detailed comparison
Blackjack
ev loss per decision · lower is better
Claude Haiku 4.5
0.064 bet units
95% [0.051, 0.077] · n 418
DeepSeek V4 Flash 0731
0.0049 bet units
95% [0.0023, 0.0083] · n 436
DeepSeek V4 Flash 0731
Detailed comparison
Blackjack Team Play
ev loss per decision · lower is better
Claude Haiku 4.5
0.042 bet units
95% [0.031, 0.053] · n 334
DeepSeek V4 Flash 0731
0.042 bet units
95% [0.029, 0.059] · n 329
Tied
Detailed comparison
Roulette
target regret · lower is better · Exhibition
Claude Haiku 4.5
0.99 pp
95% [0.82, 1.15] · n 400
DeepSeek V4 Flash 0731
2.2 pp
95% [2.13, 2.34] · n 400
Claude Haiku 4.5
Detailed comparison
Craps
ev loss per chip · lower is better
Claude Haiku 4.5
0.0050 chips / chip bet
95% [0.0043, 0.0059] · n 6967
DeepSeek V4 Flash 0731
0.0060 chips / chip bet
95% interval unavailable · n 1316
Unavailable
Detailed comparison
Video Poker
ev loss per hand · lower is better
Claude Haiku 4.5
1.220 credits / hand
95% [1.025, 1.468] · n 400
DeepSeek V4 Flash 0731
1.895 credits / hand
95% [1.732, 2.062] · n 400
Claude Haiku 4.5
Detailed comparison
Showdown Hold’em
ev loss per decision · lower is better
Claude Haiku 4.5
0.590 bet units
95% [0.508, 0.684] · n 451
DeepSeek V4 Flash 0731
0.552 bet units
95% [0.462, 0.652] · n 366
Tied
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.