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Google: Gemini 3.1 Pro Preview

Google: Gemini 3.1 Pro Preview is google's model. On the un-leaked meo benchmark it ranks #3 of 22 with 60.4% accuracy and an Effective Value (𝕍) of 0.0038 β€” earning a correct answer for about $0.0968 in 69s each.

as of 2026-06-08

meo rank
#3
of 22
Accuracy
60.4%
overall
𝕍 index (top=100)
7.8
raw 𝕍 0.0038 Β· N=10
$ / correct
$0.0968
69s each

Per-domain accuracy

Tape machine
100%
Watson-Glaser
100%
State tracking
100%
Theory of mind
100%
Regex automaton
100%
CSP (unsatisfiable)
88%
Perceptual illusions
74%
Long arithmetic
53%
Framework bias
33%
Logic / math / CS
5%
Base-rate bias
2%

Efficiency

Cost per correct
$0.0968
Seconds per correct
69
Tokens per correct
7,867
Correct answers
139 / 251
Total benchmark cost
$13.45
Avg tokens / item
4,356

Robustness under pressure

Susceptibility index 0.021 (Ξ”accuracy under threatening/emotional prompts; β‰ˆ0 = robust), sway magnitude 0.042. How we measure this β†’

control
54%
neutral
54%
user direct
54%
model direct
58%
user implied
50%
model implied
63%
positive control
58%

Aggregated third-party benchmarks

Artificial Analysis (artificialanalysis.ai). Redistribution requires an AA commercial license.

Model details

Lab
google
Released
2026-02-19
Weights
β€”
Context
1.0M
Max output
66K
Knowledge cutoff
β€”
Price in
$2.00/M
Price out
$12.00/M
Modality
text+image+file+audio+video->text

Sources: openrouter Β· artificial_analysis Β· meo

FAQ

How accurate is Google: Gemini 3.1 Pro Preview?

Google: Gemini 3.1 Pro Preview scores 60.4% overall on the meo benchmark (rank #3 of 22), an un-leaked private holdout graded objective-first.

What is Google: Gemini 3.1 Pro Preview's Effective Value?

Its Effective Value (𝕍) is 0.0038 at N=10, Ο‰=1, Ξ΄=1.5 β€” a fused metric of accuracy, speed, cost, and error-cascade. 𝕍 rankings shift with task depth.

How much does Google: Gemini 3.1 Pro Preview cost per correct answer?

About $0.0968 per correct answer (7,867 tokens, 69 seconds each) at benchmark-time pricing via OpenRouter.

Is Google: Gemini 3.1 Pro Preview open weights?

Open-weights status for Google: Gemini 3.1 Pro Preview is not recorded.