Gemini 3.1 Pro (Preview): benchmark results

Google preview Gemini 3.1 Pro model for advanced reasoning and general tasks. Provider: Google. Released 2026-02-19. Access: API.

Aggregate Rating 1810 ± 2, rank #58 of 1656 rated models, from 4642 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
3D-DefectBench - Geometry (Expert Labels)0.3Macro MCC (Matthews correlation from -1 to 1, macro-averaged100
3D-DefectBench - Texture (Silver Labels)0.16Macro MCC (Matthews correlation from -1 to 1, macro-averaged100
AA Global-MMLU-Lite93.17Accuracy (%)100
AA Global-MMLU-Lite - Arabic93Accuracy (%)100
AA Global-MMLU-Lite - Bengali92.17Accuracy (%)100
AA Global-MMLU-Lite - Burmese91.17Accuracy (%)100
AA Global-MMLU-Lite - French93.67Accuracy (%)100
AA Global-MMLU-Lite - German94.75Accuracy (%)100
AA Global-MMLU-Lite - Hindi93.67Accuracy (%)100
AA Global-MMLU-Lite - Indonesian93.67Accuracy (%)100
AA Global-MMLU-Lite - Italian94.58Accuracy (%)100
AA Global-MMLU-Lite - Japanese93.67Accuracy (%)100

Interactive version: theaggregate.ai/model?slug=gemini-3-1-pro-preview · How It Works · Data refreshed daily, snapshot 2026-10-20.