Google DeepMind
Gemini 3.1 Pro
Part of Google DeepMind’s Gemini 3 family. Registry facts are limited to what Google DeepMind states on its own pages, each linked to where we found it. Benchmark results carry their own source and provenance label.
PreviewVerified against official sources
Verified facts
“source” links to the official page each value was confirmed on
- Organization
- Google DeepMind
- Family
- Gemini 3
- Release date
- (released)source for Release date (external site)
- Context window
- 1,048,576 tokensStated as “Input token limit 1,048,576”source for Context window (external site)
- Max output tokens
- 65,536 tokensStated as “Output token limit 65,536”source for Max output tokens (external site)
- Knowledge cutoff
- Not verified
- Input modalities
- Text, Image, Video, Audio, PDFsource for Input modalities (external site)
- Output modalities
- Textsource for Output modalities (external site)
- Weights
- API-servedsource for Weights (external site)
- License
- Not verified
- API model ID
gemini-3.1-pro-previewsource for API model ID (external site)- Status
- Preview
- Last verified
Reported benchmark results
5 results on file, all reported by Google DeepMind. Scores are copied exactly as published, with the settings the source stated. Rows are different measurements — compare a score only with others in the same benchmark variant, via the variant link.
| Benchmark | Variant | Model detail | Score | Settings (as stated) | Source | Evidence |
|---|---|---|---|---|---|---|
| GPQA Diamond | No variant stated — see all GPQA Diamond results for this variant | Thinking (High) | 94.3%No CI reported | No tools; Thinking (High); all Gemini scores pass@1 unless noted (methodology PDF) | Vendor-reportedGoogle DeepMinddeepmind.google — source for Gemini 3.1 Pro (Thinking (High)) on GPQA Diamond, No variant stated (external site) | Show excerpt for Gemini 3.1 Pro (Thinking (High)) on GPQA Diamond, No variant stated“GPQA Diamond Scientific knowledge No tools 94.3%” Retrieved |
| HLE | No tools — see all HLE results for this variant | Thinking (High) | 44.4%No CI reported | No tools; full set, text + MM; column 'Gemini 3.1 Pro Thinking (High)' | Vendor-reportedGoogle DeepMinddeepmind.google — source for Gemini 3.1 Pro (Thinking (High)) on HLE, No tools (external site) | Show excerpt for Gemini 3.1 Pro (Thinking (High)) on HLE, No tools“Humanity's Last Exam Academic reasoning (full set, text + MM) No tools 44.4%” Retrieved |
| HLE | With tools — see all HLE results for this variant | Thinking (High) | 51.4%No CI reported | Search (blocklist) + Code; Thinking (High) | Vendor-reportedGoogle DeepMinddeepmind.google — source for Gemini 3.1 Pro (Thinking (High)) on HLE, With tools (external site) | Show excerpt for Gemini 3.1 Pro (Thinking (High)) on HLE, With tools“Search (blocklist) + Code 51.4%” Retrieved |
| SWE-bench Verified | No variant stated — see all SWE-bench Verified results for this variant | Thinking (High) | 80.6%No CI reported | Single attempt; methodology PDF says averaged over 10 runs with a bash + file-edit + submit-tool scaffold, and that the score includes a +0.6-point adjustment after Google fixed 3 official-harness items (astropy-7606, sphinx-8595, sphinx-9711) the model passed internally | Vendor-reportedGoogle DeepMinddeepmind.google — source for Gemini 3.1 Pro (Thinking (High)) on SWE-bench Verified, No variant stated (external site) | Show excerpt for Gemini 3.1 Pro (Thinking (High)) on SWE-bench Verified, No variant stated“SWE-Bench Verified Agentic coding Single attempt 80.6%” Retrieved |
| Terminal-Bench | 2.0 — see all Terminal-Bench results for this variant | Thinking (High) | 68.5%No CI reported | Terminus-2 harness; self-computed | Vendor-reportedGoogle DeepMinddeepmind.google — source for Gemini 3.1 Pro (Thinking (High)) on Terminal-Bench, 2.0 (external site) | Show excerpt for Gemini 3.1 Pro (Thinking (High)) on Terminal-Bench, 2.0“Terminal-Bench 2.0 Agentic terminal coding Terminus-2 harness 68.5%” Retrieved |
- Vendor-reported:
- Published by the organisation that built the model. Not independently reproduced.