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Model spotlight
Gemini 3.1 Pro Preview
Reasoning-first Gemini preview for agentic coding and complex problem solving
Compare modelsCore capabilities
A compact view of the model contract before integration.
Input and output
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Limits and context
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Provider coverage
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Gemini 3.1 Pro Preview FAQ
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Model family
Gemini
-
Focus areas
Core specifications
Modalities
Identity
- Version
- gemini-3.1-pro-preview
- Knowledge cutoff
- 2025-01
- Aliases
- Gemini 3.1 Pro Preview
Capabilities
Pricing
Capabilities and fit
Model summary
Reasoning-first Gemini preview for agentic coding and complex problem solving
- Output
- Text
- Capabilities
- 5
- Catalog updated
- 2026-06-11T00:00:00.000Z
- Status
Benchmark results
| Benchmark | Type | Score / rank | Evaluated |
|---|---|---|---|
| SWE-Bench Pro | Coding | 54.2 | 2026-05-28T00:00:00.000Z |
| Terminal-Bench | Coding | 70.3 | 2026-05-28T00:00:00.000Z |
| SWE-Bench Pro | Coding | 46.1 | 2026-08-05T03:37:00.044Z |
| SWE-Atlas Codebase QnA | Coding | 13.5 | 2026-08-05T03:37:00.044Z |
| SWE-Atlas Refactoring | Coding | 33.81 | 2026-08-05T03:37:00.044Z |
| SWE-Atlas Test Writing | Coding | 29.84 | 2026-08-05T03:37:00.044Z |
| Artificial Analysis Coding Agent Index | General | 43 | 2026-08-05T03:37:00.044Z |
| SWE-Atlas Codebase QnA | Coding | 45.6 | 2026-08-05T03:37:00.044Z |
| SWE-Bench Pro | Coding | 15.1 | 2026-08-05T03:37:00.044Z |
| Terminal-Bench | Coding | 68.3 | 2026-08-05T03:37:00.044Z |
| GPQA Diamond | Reasoning | 94.3 | 2026-04-23T00:00:00.000Z |
| Humanity's Last Exam | General | 44.4 | 2026-05-19T00:00:00.000Z |
| ARC-AGI-2 | Reasoning | 77.1 | 2026-05-19T00:00:00.000Z |
| MMMU Pro | Vision | 80.5 | 2026-05-19T00:00:00.000Z |
| MCP Atlas | General | 78.2 | 2026-05-19T00:00:00.000Z |
| OSWorld-Verified | General | 76.2 | 2026-05-19T00:00:00.000Z |
| CharXiv Reasoning | Reasoning | 83.3 | 2026-05-19T00:00:00.000Z |
| GDPval-AA | General | 1314 | 2026-05-19T00:00:00.000Z |
Provider coverage
| Provider | Input | Output | Pricing |
|---|---|---|---|
| Vivgrid | IN $2/M OUT $12/M Read $0.2/M | ||
IN $2/M OUT $12/M Read $0.2/M | |||
| NanoGPT | IN $2/M OUT $12/M Read $0.2/M | ||
| FastRouter | IN $2/M OUT $12/M Read $0.2/M | ||
| DaoXE | IN $2/M OUT $12/M Read $0.2/M | ||
| LLM Gateway | IN $2/M OUT $12/M Read $0.2/M | ||
| GitHub Copilot | IN $2/M OUT $12/M Read $0.2/M | ||
| FrogBot | IN $2/M OUT $12/M Read $0.2/M | ||
| ZenMux | IN $2/M OUT $12/M Read $0.2/M | ||
| Abacus | IN $2/M OUT $12/M Read $0.2/M | ||
| Venice AI | IN $2/M OUT $12/M Read $0.2/M | ||
| Auriko | IN $2/M OUT $12/M Read $0.2/M | ||
| AIHubMix | IN $2/M OUT $12/M Read $0.2/M | ||
| Ofox | IN $2/M OUT $12/M Read $0.2/M | ||
| OrcaRouter | IN $2/M OUT $12/M Read $0.2/M | ||
| Vertex | IN $2/M OUT $12/M Read $0.2/M | ||
| Kilo Gateway | IN $2/M OUT $12/M Read $0.2/M | ||
| Merge Gateway | IN $2/M OUT $12/M Read $0.2/M | ||
| Vercel AI Gateway | IN $2/M OUT $12/M Read $0.2/M | ||
| OpenRouter | IN $2/M OUT $12/M Read $0.2/M | ||
| Perplexity Agent | IN $2/M OUT $12/M Read $0.2/M |