gemini-3.1-pro-preview-high: benchmark scores, price and ranking

gemini-3.1-pro-preview-high from Google ranks #18 of 741 LLMs on the LLMs Tiger aggregate benchmark score (55.3), based on 8 benchmark results captured up to 2026-10-05.

Organisation
Google
Type
Preview release
Open weights
No
Cheapest API price
$2.00 in / $12.00 out per million tokens (via aihubmix, observed 2026-10-05T21:47Z)
Aggregate rank
#18 of 741 (score 55.3)

Relative to other models, gemini-3.1-pro-preview-high is strongest on LiveBench IF (#1 of 17) and weakest on LiveBench Agentic Coding (#11 of 17).

gemini-3.1-pro-preview-high benchmark results

gemini-3.1-pro-preview-high benchmark scores, ranked against all models measured on each benchmark
BenchmarkScoreRankSourceCaptured
LiveBench IF79.1%#1 of 17LiveBench 2026_06_25 official CSV2026-10-05
LiveBench Language85.4%#2 of 17LiveBench 2026_06_25 official CSV2026-10-05
LiveBench Data Analysis78.5%#3 of 17LiveBench 2026_06_25 official CSV2026-10-05
MCP Atlas78.2%#3 of 14Scale Labs MCP Atlas leaderboard2026-10-05
LiveBench Reasoning84.0%#4 of 17LiveBench 2026_06_25 official CSV2026-10-05
LiveBench Mathematics91.0%#5 of 17LiveBench 2026_06_25 official CSV2026-10-05
LiveBench Coding76.5%#9 of 17LiveBench 2026_06_25 official CSV2026-10-05
LiveBench Agentic Coding45.4%#11 of 17LiveBench 2026_06_25 official CSV2026-10-05

gemini-3.1-pro-preview-high is also listed at 1 other reasoning-effort setting; this page shows the highest-effort row, which is the one the leaderboard keeps by default.

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Compare it on the live leaderboard → · How the aggregate score works