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GPT-5.5 ProvsGemini 3.1 Pro Preview

Across 7 shared benchmarks, GPT-5.5 Pro leads overall: GPT-5.5 Pro wins 5, Gemini 3.1 Pro Preview wins 2, with 0 ties and an average score difference of +7.55.

OpenAI
GPT-5.5 Pro

OpenAI · 2026-04-23 · Reasoning model

Google Deep Mind
Gemini 3.1 Pro Preview

Google Deep Mind · 2026-02-20 · Multimodal model

GPT-5.5 Pro5 wins(71%)(29%)2 winsGemini 3.1 Pro Preview

Benchmark scores

Grouped by capability, sorted by largest gap within each. 7 shared benchmarks.

General Knowledge

GPT-5.5 Pro 2/2
BenchmarkGPT-5.5 ProGemini 3.1 Pro PreviewDiff
ARC-AGI-284.604 / 62Thinking High (No Tools)77.109 / 62Thinking High (No Tools)+7.50
HLE57.2010 / 181极高强度思考(工具)51.4024 / 181Thinking High (With Tools)+5.80

Math and Reasoning

GPT-5.5 Pro 2/2
BenchmarkGPT-5.5 ProGemini 3.1 Pro PreviewDiff
FrontierMath - Tier 439.601 / 80Thinking High (No Tools)16.7020 / 80Normal (No Tools)+22.90
FrontierMath52.401 / 60极高强度思考(工具)36.9011 / 60Thinking High (No Tools)+15.50

AI Agent - Information Search

GPT-5.5 Pro 1/1
BenchmarkGPT-5.5 ProGemini 3.1 Pro PreviewDiff
BrowseComp90.103 / 54Deep Thinking (With Tools + Internet)85.905 / 54Thinking High (With Tools + Internet)+4.20

Commonsense Reasoning

Gemini 3.1 Pro Preview 1/1
BenchmarkGPT-5.5 ProGemini 3.1 Pro PreviewDiff
SimpleBench76.903 / 67Normal (No Tools)79.602 / 67Normal (No Tools)-2.70

General Evaluation

Gemini 3.1 Pro Preview 1/1
BenchmarkGPT-5.5 ProGemini 3.1 Pro PreviewDiff
GPQA Diamond93.928 / 226极高强度思考(无工具)94.304 / 226Thinking High (No Tools)-0.38

Specs

FieldGPT-5.5 ProGemini 3.1 Pro Preview
PublisherOpenAIGoogle Deep Mind
Release date2026-04-232026-02-20
Model typeReasoning modelMultimodal model
ArchitectureDenseDense
ParametersNot availableNot available
Context length1000K1M
Max output128K64K

API pricing

Prices use DataLearner records when available; missing fields are not inferred.

ItemGPT-5.5 ProGemini 3.1 Pro Preview
Text input$30 / 1M tokens$2 / 1M tokens
Text output$180 / 1M tokens$12 / 1M tokens

Summary

  • GPT-5.5 Proleads in:General Knowledge (2/2), Math and Reasoning (2/2), AI Agent - Information Search (1/1)
  • Gemini 3.1 Pro Previewleads in:Commonsense Reasoning (1/1), General Evaluation (1/1)

On average across the 7 shared benchmarks, GPT-5.5 Pro scores 7.55 higher.

Largest single-benchmark gap: FrontierMath - Tier 4 — GPT-5.5 Pro 39.60 vs Gemini 3.1 Pro Preview 16.70 (+22.90).

Page generated from structured model, pricing and benchmark records. No real-time LLM is used to write the prose.