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Claude Opus 4.8 vs GPT-5.6 Sol 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 GPT-5.6 Sol 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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OpenAI

GPT-5.6 Sol Pro

GPT-5.6 Sol Pro is the same underlying model as [GPT-5.6 Sol](https://openrouter.ai/openai/gpt-5.6-sol), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode

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Technical Specifications

SpecificationClaude Opus 4.8GPT-5.6 Sol Pro
ProviderAnthropicOpenAI
Context Window1,000,000 tokens1,050,000 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetabeta
API AvailableYesYes
Released Date2026-05-272026-07-09

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

GPT-5.6 Sol Pro

$5.00

Output Price per Million Tokens

Claude Opus 4.8

$25.00

GPT-5.6 Sol Pro

$30.00

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%vsN/A
Claude Opus 4.8
GPT-5.6 Sol Pro
HumanEvalPython coding & logic synthesis
9720.0%vsN/A
Claude Opus 4.8
GPT-5.6 Sol Pro
MATHComplex mathematical problem solving
9410.0%vsN/A
Claude Opus 4.8
GPT-5.6 Sol Pro
GPQAGraduate-level expert reasoning
8650.0%vsN/A
Claude Opus 4.8
GPT-5.6 Sol Pro
HellaSwagCommonsense reasoning and inference
9920.0%vsN/A
Claude Opus 4.8
GPT-5.6 Sol Pro
MT-BenchMulti-turn conversation flow quality
980.0%vsN/A
Claude Opus 4.8
GPT-5.6 Sol Pro

Claude Opus 4.8 Quirks & Gotchas

  • โ–ธBest-in-class for autonomous code repair and multi-agent orchestration
  • โ–ธPreview model โ€” API may introduce breaking changes without notice

GPT-5.6 Sol Pro Quirks & Gotchas

No developer gotchas reported.