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Gemini 3.1 Pro Preview

Google · 2026-02-19

Gemini 3.1 Pro Preview is Google's preview upgrade to Gemini 3 Pro, released February 19, 2026 for complex reasoning, software engineering, and agentic workflows. It accepts text, image, video, and audio inputs, returns text, supports up to 1,048,576 input tokens, and lets developers select low, medium, or high thinking levels.

Benchmark scores

BenchmarkScore
AA-AnalystAgent (pass@1)64.0
AA-AnalystAgent (pass@5)81.3
AA-AnalystAgent (pass^5)41.3
AA-Briefcase Elo459
AA-Briefcase v1.1 Elo457
AA-LCR72.7
AA-LCR v1.182.0
AA-Omniscience Index31.9
ActiveVision5.9
AdvancedIF86.7
AdvancedIF (rubric mean score)97.1
Agent Red Teaming k=100 (CAIS)68.0
Agent4Sci mean relative improvement6.8
Agents' Last Exam (ALE)16.4
Agents' Last Exam ALE-CLI Pass Rate18.1
Agents' Last Exam ALE-CLI Score37.2
Agents' Last Exam Full-Spectrum Pass Rate12.7
Agents' Last Exam Full-Spectrum Score26.4
Agents' Last Exam Last-Exam Pass Rate0.0
Agents' Last Exam Last-Exam Score3.1
Agents' Last Exam Near-Term Pass Rate28.4
Agents' Last Exam Near-Term Score54.9
Agents' Last Exam Overall Score32.7
Agents' Last Exam Unlicensed Full-Spectrum Pass Rate12.0
Agents' Last Exam Unlicensed Full-Spectrum Score25.7
Agents' Last Exam Unlicensed Last-Exam Pass Rate0.0
Agents' Last Exam Unlicensed Last-Exam Score3.9
Agents' Last Exam Unlicensed Near-Term Pass Rate28.4
Agents' Last Exam Unlicensed Near-Term Score54.9
Agents' Last Exam Unlicensed Overall Pass Rate17.7
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