Gemini 3.1 Pro
gemini-3-1-pro
ProprietaryMultimodal
About
Google DeepMind's Gemini 3.1 Pro preview model (released Feb 19, 2026), refining Gemini 3 Pro with better thinking, improved token efficiency, enhanced factual consistency, and optimizations for software engineering and agentic workflows. Supports text, image, video, audio, and PDF inputs; text output only. 1M token input context window (65,536 output max). Knowledge cutoff: January 2025. Includes batch API, caching, code execution, function calling, search grounding, structured outputs, and thinking capabilities.
Gemini 3.1 Pro has a 1M-token context window.
Gemini 3.1 Pro input tokens at $2/1M, output at $12/1M.
Capabilities
VisionMultimodalReasoningFunction CallingTool UseStructured OutputsCode ExecutionPrompt CachingBatch APIAudioFine-tuning
Providers(1)
| Provider | Input (per 1M) | Output (per 1M) | Type | |
|---|---|---|---|---|
| Replicate API | $2 | $12 | Serverless |
Benchmark Scores(6)
| Benchmark | Score | Version | Source |
|---|---|---|---|
| SWE-bench Verified | 80.6 | SWE-bench Verified | https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/ |
| τ-bench | 76.5 | τ-bench | https://taubench.com/ |
| MultiChallenge | 71.4 | MultiChallenge | https://labs.scale.com/leaderboard/multichallenge |
| Google-Proof Q&A | 94.3 | diamond | Artificial Analysis, LLM Stats, MindStudio, and multiple third-party aggregators |
| ARC Prize / ARC Challenge | 77.1 | ARC-AGI-2 | Artificial Analysis, LLM Stats, NxCode |
| Chatbot Arena | 1493.0 | — | https://arena.ai/leaderboard |
Rankings
Compare
All comparisons →Gemini 3.1 Pro vs GPT-4o (08-06)Gemini 3.1 Pro vs o3Gemini 3.1 Pro vs GPT-4o (11-20)Gemini 3.1 Pro vs Claude Sonnet 4.6Gemini 3.1 Pro vs Claude Opus 4.6Gemini 3.1 Pro vs Claude Sonnet 4.5Gemini 3.1 Pro vs DeepSeek V4 ProGemini 3.1 Pro vs Llama 4 Maverick 17B Instruct FP8Gemini 3.1 Pro vs Grok 4Gemini 3.1 Pro vs Qwen3-MaxGemini 3.1 Pro vs Qwen3.6-MaxGemini 3.1 Pro vs GPT-5Gemini 3.1 Pro vs GPT-5.2Gemini 3.1 Pro vs Gemini 2.5 ProGemini 3.1 Pro vs Claude Opus 4.7Gemini 3.1 Pro vs Kimi K2.6
Specifications
FamilyGemini 3.1
Released2026-02-19
Context1M
ArchitectureDecoder Only
Knowledge cutoff2025-01
Specializationgeneral
LicenseProprietary
Trainingpretrained
