# Gemini 3.1 Pro PreviewLow

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Canonical URL: https://benchize.com/models/gemini-3-1-pro-preview-low
Last updated: Thu, 22 Oct 2026 06:30:09 GMT

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## Benchmarks

| Benchmark | Score | ± | Rank | Cost | Source |  |
| --- | --- | --- | --- | --- | --- | --- |
| [BullshitBench v2](https://benchize.com/benchmarks/bullshitbench%3Av2.md) | 37% | — | 93 / 191 | — | [bullshitbench · v2](https://api.github.com/repos/petergpt/bullshit-benchmark/contents/data/v2/latest/leaderboard.csv?ref=3c655234d15967738f95da696e3f938d4862dcf7) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `green_rate` \| 0.37 \| score_fraction \| all_attempts \| Higher is better \| \| `red_rate` \| 0.31 \| score_fraction \| all_attempts \| Lower is better \| \| `refusal_rate` \| 0.0 \| score_fraction \| all_attempts \| Lower is better \| \| `avg_score` \| 1.0467 \| score \| judge_grade_0_to_2 \| Higher is better \| ### Configuration Reasoning effort low suite v2 thinkingEnabled true ### Reported statistics acceptedCount 31 answeredCount 100 clearCount 37 errorCount 0 partialCount 32 rank 112 refusalCount 0 sampleSize 100 ### Source [Original source](https://api.github.com/repos/petergpt/bullshit-benchmark/contents/data/v2/latest/leaderboard.csv?ref=3c655234d15967738f95da696e3f938d4862dcf7) Source bullshitbench Original model label google/gemini-3.1-pro-preview Source version v2 Observed 2026-10-22T03:10:12.603Z Evidence SHA-256 `98b485e08764d1c97144bc4f7b28ced1a96d50850947c775870dfda0e5d749b5` Source locator `/rows/111` |  |  |  |  |  |  |
| [ToneBench Scriptwriting](https://benchize.com/benchmarks/tonebench%3Ascripts.md) | 1,125.9 | Range 1,081.7–1,170.4 | 94 / 126 | — | [tonebench](https://benchmark.towardsai.com/data/leaderboard.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1125.9 \| rating \| reported \| Higher is better \| \| `overall` \| 70.14 \| percent \| reported \| Higher is better \| \| `anti_slop_numbers` \| 64.42 \| source_score \| rubric \| Higher is better \| \| `continuity_emotion` \| 71.88 \| source_score \| rubric \| Higher is better \| \| `cue_quality` \| 68.01 \| source_score \| rubric \| Higher is better \| \| `hook_strength` \| 72.94 \| source_score \| rubric \| Higher is better \| \| `length_adherence` \| 74.85 \| source_score \| rubric \| Higher is better \| \| `slop` \| 78.86 \| source_score \| rubric \| Higher is better \| \| `slop_score` \| 93.31 \| source_score \| rubric \| Higher is better \| \| `substance_accuracy` \| 74.16 \| source_score \| rubric \| Higher is better \| \| `tone_voice` \| 62.4 \| source_score \| rubric \| Higher is better \| \| `writing_quality` \| 67.84 \| source_score \| rubric \| Higher is better \| \| `youtube_best_practices` \| 69.45 \| source_score \| rubric \| Higher is better \| ### Configuration provider google Reasoning effort low scoreScope 10_task_current sourceConfiguration gemini-3-1-pro-low ### Reported statistics Uncertainty Reported interval: 1,081.7–1,170.4 interval [1081.7,1170.4] rank 97 runCount 5 ### Source [Original source](https://benchmark.towardsai.com/data/leaderboard.json) Source tonebench Original model label Gemini 3.1 Pro (low thinking) Evaluated 2026-10-11 Observed 2026-10-22T04:40:14.102Z Evidence SHA-256 `4264338337f418d3ded7ace250cad64fe12cacbd4b79a312bfaf0ae9268a01c3` Source locator `/rows/96` |  |  |  |  |  |  |
| [ArXivMath 01/2026](https://benchize.com/benchmarks/matharena%3Aarxiv--january.md) | 50% | 95% CI 42.78–57.22% | 15 / 18 | 0.03usd per problem | [matharena · arxiv--january](https://matharena.ai/competition_tables/arxiv--january) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `accuracy` \| 50.00 \| percent \| competition \| Higher is better \| \| `cost_per_problem` \| 0.030 \| usd_per_problem \| competition \| Lower is better \| ### Configuration competition arxiv--january predicted false Reasoning effort low sourceModelName Gemini 3.1 Pro Preview (low) sourceModelVersion gemini/gemini-31-pro-low thinkingEnabled true ### Reported statistics Uncertainty 95% confidence interval: 42.78–57.22% confidenceInterval95 7.22 problems 23 ### Source [Original source](https://matharena.ai/competition_tables/arxiv--january) Source matharena Original model label Gemini 3.1 Pro Preview (low) Source version arxiv--january Observed 2026-10-22T05:30:07.835Z Evidence SHA-256 `e895f6ccd0711bb1a512b580bab39de8f977c57f83bf492527e4fc710315d706` Source locator `/table/rows/19` |  |  |  |  |  |  |
| [Mystery Game Puzzles](https://benchize.com/benchmarks/epoch-ai%3Amystery_game_puzzles.md) | 29% | SE ±4.56 pp | 30 / 72 | — | [epoch ai · Mystery Game Puzzles](https://epoch.ai/data/benchmark_data.zip#file=mystery_game_puzzles.csv) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.29 \| score_fraction \| Best score (across scorers) \| Higher is better \| \| `mean_score` \| 0.29 \| score_fraction \| mean_score \| Higher is better \| ### Configuration benchmarkVersion Mystery Game Puzzles reasoningBudget Not reported Reasoning effort low sourceModelVersion gemini-3.1-pro-preview_low ### Reported statistics Uncertainty Standard error: ±4.56 pp standardError 0.04560480215720687 ### Source [Original source](https://epoch.ai/data/benchmark_data.zip#file=mystery_game_puzzles.csv) Source epoch ai Original model label gemini-3.1-pro-preview Source version Mystery Game Puzzles Evaluated 2026-08-06T00:11:58.000Z Observed 2026-10-22T03:00:05.281Z Evidence SHA-256 `f66941ed5e9520190b66af57d2b6fd62a9582077dd25ab8764ce651bc0eca00a` Source locator `/rows/105` |  |  |  |  |  |  |
| [ArXivMath 02/2026](https://benchize.com/benchmarks/matharena%3Aarxiv--february.md) | 40.62% | 95% CI 32.11–49.13% | 11 / 20 | 0.03usd per problem | [matharena · arxiv--february](https://matharena.ai/competition_tables/arxiv--february) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `accuracy` \| 40.62 \| percent \| competition \| Higher is better \| \| `cost_per_problem` \| 0.031 \| usd_per_problem \| competition \| Lower is better \| ### Configuration competition arxiv--february predicted false Reasoning effort low sourceModelName Gemini 3.1 Pro Preview (low) sourceModelVersion gemini/gemini-31-pro-low thinkingEnabled true ### Reported statistics Uncertainty 95% confidence interval: 32.11–49.13% confidenceInterval95 8.51 problems 32 ### Source [Original source](https://matharena.ai/competition_tables/arxiv--february) Source matharena Original model label Gemini 3.1 Pro Preview (low) Source version arxiv--february Observed 2026-10-22T05:30:08.096Z Evidence SHA-256 `3bc5b0a1eb91a0bdaa3d0942ebf82327a8664334b225ae3b2dc1d8b4f57efa51` Source locator `/table/rows/11` |  |  |  |  |  |  |
| [AutomationBench](https://benchize.com/benchmarks/zapier%3Aautomationbench.md) | 4.57% | — | 89 / 113 | $0.28 | [zapier](https://framerusercontent.com/sites/4WTSl4BNjd1q9QFEFibC6h/lOvLnhItj8S8-1vyjH_s33Jn-WmUXPmiJ5Diajl0Q38.CMutaHYl.mjs) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 4.57 \| percent \| reported \| Higher is better \| \| `cost` \| 0.28 \| USD \| per_task \| Lower is better \| ### Configuration benchmarkVersion 1.0.6 costFootnote false Fallback policy Not reported Reasoning effort low Model configuration Gemini 3.1 Pro (preview) (Low) thinkingEnabled true ### Reported statistics rank 100 ### Source [Original source](https://framerusercontent.com/sites/4WTSl4BNjd1q9QFEFibC6h/lOvLnhItj8S8-1vyjH_s33Jn-WmUXPmiJ5Diajl0Q38.CMutaHYl.mjs) Source zapier Original model label Gemini 3.1 Pro (preview) (Low) Observed 2026-10-21T16:34:56.783Z Evidence SHA-256 `43978e38f018789fa59c11de5328abe9e5905bfa9a5a4d601fa3aa4d9c153b0d` Source locator `/rows/99` |  |  |  |  |  |  |

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Cite as: Gemini 3.1 Pro PreviewLow — Benchize, https://benchize.com/models/gemini-3-1-pro-preview-low (retrieved 2026-10-22)