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Claude Sonnet 5.5 vs Gemini 3.1 Pro Preview

SpecClaude Sonnet 5.5Gemini 3.1 Pro Preview
Respan Index72.9 (#2)43.9 (#51)
Blended price per 1M$2$2.25
Context window1M1.0M
Input / output per 1M$1 / $5$1 / $6
Max output128K66K
Inputtext, visiontext, vision, audio
Released2026-09-282026-02-19

Respan Index by category

Each category is scored 0 to 100, and how far ahead the winner is. Leads under a point are close to even.

CategoryClaude Sonnet 5.5Gemini 3.1 Pro Preview
Coding78.6 Claude Sonnet 5.515.6 Gemini 3.1 Pro Preview
Agents78.5 Claude Sonnet 5.553.6 Gemini 3.1 Pro Preview
Reasoning79.0 Claude Sonnet 5.546.2 Gemini 3.1 Pro Preview
Knowledge & language48.5 Claude Sonnet 5.572.5 Gemini 3.1 Pro Preview
Human preference60.2 Claude Sonnet 5.552.2 Gemini 3.1 Pro Preview

How the Respan Index works

Benchmarks both report

Claude Sonnet 5.5 leads on 20 of the 26 benchmarks both report. Higher is better. Each score links to where it was published.

BenchmarkClaude Sonnet 5.5Gemini 3.1 Pro Preview
MirrorCode (Epoch AI)97.8%8.9%
SAGE 1.1 (Vals AI)88%83.2%
Chess Puzzles (Epoch AI)59%51%
LMArena Agent (LMArena)0.1384-0.0445
LMArena Elo14771487
LMArena WebDev (LMArena)17701447
Vending-Bench 2 (Andon Labs)11165.283774.25
LMArena Vision (LMArena)12651280
APEX-Agents (Mercor)75.5%35.1%
FrontierMath Tier 4 v2 (Epoch AI)80.5%26.8%
FrontierMath Tiers 1-3 v2 (Epoch AI)88.8%59.6%
Furniture Assembly (Epoch AI)75%26.7%
GPQA Diamond95.6%94.3%
LiveBench Agentic Coding (LiveBench)56.3%44.1%
LiveBench Coding (LiveBench)91.4%76.5%
LiveBench Data Analysis (LiveBench)78.6%78.5%
LiveBench Instruction Following (LiveBench)70.5%79.1%
LiveBench Language (LiveBench)83.4%85.4%
LiveBench Mathematics (LiveBench)96.7%91%
LiveBench Reasoning (LiveBench)91.6%84%
Mystery Game Puzzles (Epoch AI)65%34%
OTIS Mock AIME 2024-2025 (Epoch AI)100%95.6%
SAGE (Vals AI)51.8%48.7%
SimpleQA Verified46.5%73.5%
Terminal-Bench 4.0 (Vals AI)64.1%2.5%
SimpleBench (SimpleBench)75.9%79.6%

FAQ

Is Claude Sonnet 5.5 better than Gemini 3.1 Pro Preview?

Claude Sonnet 5.5 scores 72.9 on the Respan Index (#2), ahead of Gemini 3.1 Pro Preview at 43.9 (#51). Claude Sonnet 5.5 leads on 20 of the 26 benchmarks both report.

Which is cheaper, Claude Sonnet 5.5 or Gemini 3.1 Pro Preview?

Claude Sonnet 5.5 lists at $1 input and $5 output per 1M tokens; Gemini 3.1 Pro Preview at $1 and $6. Claude Sonnet 5.5 is 1.1x cheaper per token at list price.

Which has the larger context window?

Claude Sonnet 5.5 accepts 1M tokens and Gemini 3.1 Pro Preview 1.0M tokens.

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