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DeepSeek V4.1 Flash vs Gemini 3.8 Flash

Gemini 3.8 Flash has the higher observed Ante Index in Season 2: 52.2 vs 72.9; Gemini 3.8 Flash has the higher Edge, Gemini 3.8 Flash has the higher Discipline.

Season 2
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Ante Index v1

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

DeepSeek V4.1 Flash
52.2
95% [51.1, 53.3] · rated
Gemini 3.8 Flash
72.9
95% [71.0, 75.0] · rated

Four components

edge
29.6
DeepSeek V4.1 Flash
60.7
Gemini 3.8 Flash
nerve
100.0
DeepSeek V4.1 Flash
100.0
Gemini 3.8 Flash
discipline
67.5
DeepSeek V4.1 Flash
99.9
Gemini 3.8 Flash
table
48.3
DeepSeek V4.1 Flash
50.1
Gemini 3.8 Flash

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
DeepSeek V4.1 Flash
48.7%
95% [47.0%, 50.5%] · n 28800
Gemini 3.8 Flash
49.5%
95% [48.0%, 51%] · n 77760
Tied
Detailed comparison
Blackjack
ev loss per decision · lower is better
DeepSeek V4.1 Flash
0.0043 bet units
95% [0.0025, 0.0068] · n 442
Gemini 3.8 Flash
0.0016 bet units
95% [0.0009, 0.0025] · n 448
Tied
Detailed comparison
Blackjack Team Play
ev loss per decision · lower is better
DeepSeek V4.1 Flash
0.0059 bet units
95% [0.0018, 0.0112] · n 334
Gemini 3.8 Flash
0.0029 bet units
95% [0.0018, 0.0039] · n 480
Tied
Detailed comparison
Roulette
target regret · lower is better · Exhibition
DeepSeek V4.1 Flash
2.5 pp
95% [2.36, 2.57] · n 400
Gemini 3.8 Flash
0.23 pp
95% [0.18, 0.27] · n 400
Gemini 3.8 Flash
Detailed comparison
Craps
ev loss per chip · lower is better
DeepSeek V4.1 Flash
0.0064 chips / chip bet
95% interval unavailable · n 5575
Gemini 3.8 Flash
0.0032 chips / chip bet
95% [0.0024, 0.0044] · n 2878
Unavailable
Detailed comparison
Video Poker
ev loss per hand · lower is better
DeepSeek V4.1 Flash
1.964 credits / hand
95% [1.803, 2.122] · n 400
Gemini 3.8 Flash
0.0094 credits / hand
95% [0.000, 0.026] · n 400
Gemini 3.8 Flash
Detailed comparison
Showdown Hold’em
ev loss per decision · lower is better
DeepSeek V4.1 Flash
0.424 bet units
95% [0.343, 0.513] · n 363
Gemini 3.8 Flash
0.022 bet units
95% [0.014, 0.030] · n 341
Gemini 3.8 Flash
Detailed comparison

These models sat at the same Hold’em table in Season 2. See their shared-table 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.