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Claude Opus 4.8 vs Gemini 2.5 Pro

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude Opus 4.8 and Gemini 2.5 Pro.

Anthropic

Claude Opus 4.8

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

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Google

Gemini 2.5 Pro

Gemini 2.5 Pro is Google’s state-of-the-art AI model designed for advanced reasoning, coding, mathematics, and scientific tasks. It employs “thinking” capabilities, enabling it to reason through responses with enhanced accuracy...

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Technical Specifications

SpecificationClaude Opus 4.8Gemini 2.5 Pro
ProviderAnthropicGoogle
Context Window1,000,000 tokens1,048,576 tokens
Agent Suitability97/10090/100
Time to First Token (TTFT)520 ms450 ms
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272025-06-17

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Gemini 2.5 Pro

$1.25

Output Price per Million Tokens

Claude Opus 4.8

$25.00

Gemini 2.5 Pro

$10.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
9540.0%vs8990.0%
Claude Opus 4.8
Gemini 2.5 Pro
HumanEvalPython coding & logic synthesis
9720.0%vs9150.0%
Claude Opus 4.8
Gemini 2.5 Pro
MATHComplex mathematical problem solving
9410.0%vs8200.0%
Claude Opus 4.8
Gemini 2.5 Pro
GPQAGraduate-level expert reasoning
8650.0%vs7200.0%
Claude Opus 4.8
Gemini 2.5 Pro
HellaSwagCommonsense reasoning and inference
9920.0%vs9620.0%
Claude Opus 4.8
Gemini 2.5 Pro
MT-BenchMulti-turn conversation flow quality
980.0%vs930.0%
Claude Opus 4.8
Gemini 2.5 Pro

Claude Opus 4.8 Quirks & Gotchas

  • Best-in-class for autonomous code repair and multi-agent orchestration
  • Preview model — API may introduce breaking changes without notice

Gemini 2.5 Pro Quirks & Gotchas

  • Legacy model — migrate to Gemini 3.1 Pro for better tool calling and lower latency