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Claude Opus 4 vs Claude Opus 4.8

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 and Claude Opus 4.8.

Anthropic

Claude Opus 4

Claude Opus 4 is benchmarked as the world’s best coding model, at time of release, bringing sustained performance on complex, long-running tasks and agent workflows. It sets new benchmarks in...

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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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Technical Specifications

SpecificationClaude Opus 4Claude Opus 4.8
ProviderAnthropicAnthropic
Context Window200,000 tokens1,000,000 tokens
Agent SuitabilityN/A97/100
Time to First Token (TTFT)N/A520 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2025-05-222026-05-27

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4

$15.00

Claude Opus 4.8

$5.00

Output Price per Million Tokens

Claude Opus 4

$75.00

Claude Opus 4.8

$25.00

Want to test both models live?

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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
9050.0%vs9540.0%
Claude Opus 4
Claude Opus 4.8
HumanEvalPython coding & logic synthesis
9300.0%vs9720.0%
Claude Opus 4
Claude Opus 4.8
MATHComplex mathematical problem solving
8540.0%vs9410.0%
Claude Opus 4
Claude Opus 4.8
GPQAGraduate-level expert reasoning
7230.0%vs8650.0%
Claude Opus 4
Claude Opus 4.8
HellaSwagCommonsense reasoning and inference
9650.0%vs9920.0%
Claude Opus 4
Claude Opus 4.8
MT-BenchMulti-turn conversation flow quality
945.0%vs980.0%
Claude Opus 4
Claude Opus 4.8

Claude Opus 4 Quirks & Gotchas

No developer gotchas reported.

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