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Gemini 3.1 Pro Preview vs GPT-5.2 Pro

Gemini 3.1 Pro Preview · Google DeepMind, released 2026-02-19
GPT-5.2 Pro · OpenAI, released 2025-12-11

“Epoch AI, 'AI Benchmarking Hub'. Published online at epoch.ai. Retrieved from 'https://epoch.ai/benchmarks' [online resource].” · epoch.ai/benchmarks · Licensed CC BY 4.0 · data last verified 2026-07-26 · Methodology · Data Sources

Head-to-head

Measured on 2 of 9 tracked benchmarks for both models — Gemini 3.1 Pro Preview leads on 1, GPT-5.2 Pro leads on 1.

BenchmarkGemini 3.1 Pro Preview GPT-5.2 ProLeads
Epoch Capabilities Index (ECI)154.9154.7Gemini 3.1 Pro Preview
SWE-bench Verified0.756 (customtools)Not measuredNot measured on both
GPQA Diamond0.941Not measuredNot measured on both
MATH Level 5Not measuredNot measuredNot measured on both
OTIS Mock AIME 2024-20250.956Not measuredNot measured on both
FrontierMath0.369Not measuredNot measured on both
FrontierMath Tier 40.1670.313 (webapp)GPT-5.2 Pro
SimpleQA Verified0.773Not measuredNot measured on both
Chess Puzzles0.550Not measuredNot measured on both
Benchmark results measure specific tasks and should not be treated as a universal measure of model quality. A model with no row here for a benchmark has not been measured on it — that is left blank, never estimated.

Full profiles

Gemini 3.1 Pro Preview → · GPT-5.2 Pro → · the full AI Model Rankings table