Is gemini-3.1-pro-preview-max good at Knowledge & Docs?
gemini-3.1-pro-preview-max ranks #18 of 94 for Knowledge & Docs — strong. The top pick for this task is gpt-5.4-max.
#18 / 94
Rank for this task
87.0
Score
$0.0285
Cost / run
gemini-3.1-pro-preview-max on each Knowledge & Docs sub-task
| Grounded Docs (No Fabrication) | 100.0/100 | #15 |
| Help-Center Article | 100.0/100 | #17 |
| Right Doc Type | 99.5/100 | #9 |
| Procedure / Runbook | 48.5/100 | #31 |
Frequently asked
Is gemini-3.1-pro-preview-max good at Knowledge & Docs?
gemini-3.1-pro-preview-max ranks #18 of 94 models we tested for Knowledge & Docs, scoring strong.
What is gemini-3.1-pro-preview-max's strongest Knowledge & Docs skill?
Its best sub-task here is Grounded Docs (No Fabrication).
This page is Spring Prompt, running
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Prompt × model results
12 test cases · 3 evalsClaude Opus
GPT-5
Gemini
v1
7.1
6.8
7.4
v2
8.3
7.9
8.0
v3
9.2
★
8.6
8.4
Best combo: v3 × Claude Opus
9.2 quality · $0.004/run · 1.8s