Artificial Analysis
#18of 51
Score 29.7. Best run: google/gemini-3.1-pro-preview.
Intelligence Index: a composite of reasoning, knowledge, maths and coding evaluations.
Gemini 3.1 Pro Preview benchmarks, ranks and price
Where Artificial Analysis, LiveBench, LMArena and Berkeley BFCL place Gemini 3.1 Pro Preview, what it costs through OpenRouter and Vercel AI Gateway, and the models either side of it on the consensus.
Read Oct 1, 2026
#10of 85
on the LLM leaderboard, with a consensus score of 72 across 3 leaderboards.
Source: Artificial Analysis, LiveBench, LMArena and Berkeley BFCL, combined by Rank.ai.
By leaderboard
Where each leaderboard places Gemini 3.1 Pro Preview
LiveBench
#8of 34
Score 77.1. Best run: Gemini 3.1 Pro Preview High.
Contamination-limited questions refreshed each release: reasoning, maths, coding, data analysis, language.
LMArena
#5of 79
Score 1486. Best run: gemini-3.1-pro-preview.
Blind head-to-head human votes, style controlled.
Berkeley BFCL
Not measured by Berkeley BFCL.
Function calling and tool use, single turn to multi turn and web search.
Price and context
$4.50
OpenRouter: $2.00 in, $12 out. Vercel AI Gateway: $2.00 in, $12 out Context window 1.0M tokens. LiveBench cost per solved task $0.262.
Nearby
The models either side of Gemini 3.1 Pro Preview
- #7Claude Opus 4.879
- #8Claude Opus 4.7 xHigh Effort74
- #9GPT 5.4 xHigh73
- #10Gemini 3.1 Pro Preview72
- #11Muse Spark 1.172
- #12Grok 4.572
- #13Claude Sonnet 569
Questions about Gemini 3.1 Pro Preview
How good is Gemini 3.1 Pro Preview?
Gemini 3.1 Pro Preview ranks #10 of 85 models on the Rank.ai LLM leaderboard, with a consensus score of 72 out of 100 across 3 leaderboards.
Is Gemini 3.1 Pro Preview better than GPT 5.4 xHigh?
Not on the consensus: GPT 5.4 xHigh scores 73 to Gemini 3.1 Pro Preview's 72. Compare them source by source below, since the leaderboards test different things.
Is Gemini 3.1 Pro Preview better than Muse Spark 1.1?
On the consensus, yes: 72 to 72.
How much does Gemini 3.1 Pro Preview cost?
$2.00 per million input tokens and $12 per million output tokens on OpenRouter, the cheaper listing we read. Blended at three input tokens to one output, that is $4.50 per million.
Is Gemini 3.1 Pro Preview good for coding?
It scores 68.8 on the Artificial Analysis Coding Index, placing it #14 for coding among the models on this leaderboard.
These models recommend brands. See if they name yours.
Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.
- Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
- Who gets namedEvery competitor in the answers, most named first.
- The pages AI readsThe sources behind each answer.
- Three fixesWhat to fix first, with a brief for the first article.