# Gemini 3.1 Flash LiteMinimal

> Source: Benchize (https://benchize.com) — https://benchize.com/models/gemini-3-1-flash-lite-minimal. When citing or reusing this content, credit "Benchize" and link to https://benchize.com/models/gemini-3-1-flash-lite-minimal.

Google

Canonical URL: https://benchize.com/models/gemini-3-1-flash-lite-minimal
Last updated: Thu, 22 Oct 2026 09:10:07 GMT

Reproduction and quotation must name Benchize, link to the canonical HTML URL, and retain individual source citations.

Google

## Benchmarks

| Benchmark | Score | ± | Rank | Cost | Source |  |
| --- | --- | --- | --- | --- | --- | --- |
| [FrontierMath Tiers 1–3 v2 (private)](https://benchize.com/benchmarks/epoch-ai%3Afrontiermath_tiers_1_3_v2.md) | 21.4% | SE ±2.43 pp | 43 / 50 | — | [epoch ai · FrontierMath-Tiers-1-3-v2-Private](https://epoch.ai/data/benchmark_data.zip#file=frontiermath_tiers_1_3_v2.csv) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.21403508771929824 \| score_fraction \| Best score (across scorers) \| Higher is better \| \| `mean_score` \| 0.21403508771929824 \| score_fraction \| mean_score \| Higher is better \| ### Configuration benchmarkVersion FrontierMath-Tiers-1-3-v2-Private reasoningBudget Not reported Reasoning effort minimal sourceModelVersion gemini-3.1-flash-lite_minimal ### Reported statistics Uncertainty Standard error: ±2.43 pp standardError 0.02433800055326239 ### Source [Original source](https://epoch.ai/data/benchmark_data.zip#file=frontiermath_tiers_1_3_v2.csv) Source epoch ai Original model label gemini-3.1-flash-lite Source version FrontierMath-Tiers-1-3-v2-Private Evaluated 2026-08-28T12:55:30.000Z Observed 2026-10-22T03:00:05.281Z Evidence SHA-256 `d3458d4272f99e04212525904a59fffffa7a94e827c62b26e36e3fd3e15fe587` Source locator `/rows/38` |  |  |  |  |  |  |
| [FrontierCode 1 extended](https://benchize.com/benchmarks/frontiercode%3Av1%3Aextended.md) | 9.05% | — | 39 / 39 | $0.32 | [frontiercode](https://cognition.com/data/frontiercode-leaderboard/data.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.0905 \| score_fraction \| blocking_criteria_adjusted \| Higher is better \| \| `correct` \| 0.101 \| score_fraction \| raw_rubric \| Higher is better \| \| `cost` \| 0.3219 \| USD \| per_rollout \| Lower is better \| ### Configuration harness gemini-cli Reasoning effort minimal sourceVersion v1 subset extended ### Reported statistics flaggedRate Not reported sampleSize 150 ### Source [Original source](https://cognition.com/data/frontiercode-leaderboard/data.json) Source frontiercode Original model label Gemini 3.1 Flash Lite Observed 2026-10-22T05:40:03.220Z Evidence SHA-256 `ff0040778b7bdf69c705ad7474f771fb5e53cfaf5cf8573b3a4614153543d75f` Source locator `/v1/data/Gemini%203.1%20Flash%20Lite/minimal/extended` |  |  |  |  |  |  |
| [GPQA Diamond](https://benchize.com/benchmarks/gpqa-diamond.md) | 73.74% | SE ±3.14 pp | 84 / 126 | — | [epoch ai · GPQA diamond](https://epoch.ai/data/benchmark_data.zip#file=gpqa_diamond.csv) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.7373737373737373 \| score_fraction \| Best score (across scorers) \| Higher is better \| \| `mean_score` \| 0.7373737373737373 \| score_fraction \| mean_score \| Higher is better \| ### Configuration benchmarkVersion GPQA diamond reasoningBudget Not reported Reasoning effort minimal sourceModelVersion gemini-3.1-flash-lite_minimal ### Reported statistics Uncertainty Standard error: ±3.14 pp standardError 0.031353050095330834 ### Source [Original source](https://epoch.ai/data/benchmark_data.zip#file=gpqa_diamond.csv) Source epoch ai Original model label gemini-3.1-flash-lite Source version GPQA diamond Evaluated 2026-08-06T22:26:14.000Z Observed 2026-10-22T03:00:05.281Z Evidence SHA-256 `9ef0b938bdd8406b029d595983ee8ad3a80bd9d64b82605b91b5ce39ba650c39` Source locator `/rows/117` |  |  |  |  |  |  |
| [FrontierCode 1 main](https://benchize.com/benchmarks/frontiercode%3Av1%3Amain.md) | 2.5% | — | 38 / 39 | $0.37 | [frontiercode](https://cognition.com/data/frontiercode-leaderboard/data.json) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.025 \| score_fraction \| blocking_criteria_adjusted \| Higher is better \| \| `correct` \| 0.027 \| score_fraction \| raw_rubric \| Higher is better \| \| `cost` \| 0.3694 \| USD \| per_rollout \| Lower is better \| ### Configuration harness gemini-cli Reasoning effort minimal sourceVersion v1 subset main ### Reported statistics flaggedRate Not reported sampleSize 100 ### Source [Original source](https://cognition.com/data/frontiercode-leaderboard/data.json) Source frontiercode Original model label Gemini 3.1 Flash Lite Observed 2026-10-22T05:40:03.220Z Evidence SHA-256 `ff0040778b7bdf69c705ad7474f771fb5e53cfaf5cf8573b3a4614153543d75f` Source locator `/v1/data/Gemini%203.1%20Flash%20Lite/minimal/main` |  |  |  |  |  |  |
| [OTIS Mock AIME 2024–2025](https://benchize.com/benchmarks/epoch-ai%3Aotis_mock_aime_2024_2025.md) | 37.78% | SE ±7.31 pp | 99 / 124 | — | [epoch ai · OTIS Mock AIME 2024-2025](https://epoch.ai/data/benchmark_data.zip#file=otis_mock_aime_2024_2025.csv) |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `score` \| 0.37777777777777777 \| score_fraction \| Best score (across scorers) \| Higher is better \| \| `mean_score` \| 0.37777777777777777 \| score_fraction \| mean_score \| Higher is better \| ### Configuration benchmarkVersion OTIS Mock AIME 2024-2025 reasoningBudget Not reported Reasoning effort minimal sourceModelVersion gemini-3.1-flash-lite_minimal ### Reported statistics Uncertainty Standard error: ±7.31 pp standardError 0.07309112127323451 ### Source [Original source](https://epoch.ai/data/benchmark_data.zip#file=otis_mock_aime_2024_2025.csv) Source epoch ai Original model label gemini-3.1-flash-lite Source version OTIS Mock AIME 2024-2025 Evaluated 2026-08-06T22:30:17.000Z Observed 2026-10-22T03:00:05.281Z Evidence SHA-256 `b7c9da8c0587c82f1e0d814ceb496c24308380b997a16203b6e5d39eb07f4f50` Source locator `/rows/125` |  |  |  |  |  |  |

---
Cite as: Gemini 3.1 Flash LiteMinimal — Benchize, https://benchize.com/models/gemini-3-1-flash-lite-minimal (retrieved 2026-10-22)