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Claude Opus 4.6 vs GPT 6.1 Sol Pro

At a glance

Anthropic's previous flagship for complex coding and professional work.

871M ctx$5.00/$25.00 per M#9/92

OpenAI's GPT-6.1 Sol served in pro reasoning mode for the hardest problems.

1.1M ctx$2.00/$10.00 per M
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-10-02
Capability
CapabilityECI86.8
Reasoning & Knowledge
Graduate Science88.4%Expert-Level34.4%Factual Recall47.0%
Math
Competition Math91.1%Research Math40.7%
Coding
Real-World Coding78.7%
Agentic
Terminal Tasks69.9%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper60%
Capability
Capability—
Reasoning & Knowledge
Graduate Science—Expert-Level—Factual Recall—
Math
Competition Math—Research Math—
Coding
Real-World Coding—
Agentic
Terminal Tasks—
Specs
1M
Context
128K
Max output
Feb 2026
Released
1.1M
Context
128K
Max output
Sep 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$5.00/M tokens
Output$25.00/M tokens
Cache read$0.50/M tokens
Cache write$6.25/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input60%$2.00/M tokens
Output60%$10.00/M tokens
Cache read80%$0.10/M tokens
Cache write60%$2.50/M tokens
Web search$0.01/search
Chat with Claude Opus 4.6Go to model
Chat with GPT 6.1 Sol ProGo to model
Frequently Asked Questions: Claude Opus 4.6 vs GPT 6.1 Sol Pro▼

Which is better, Claude Opus 4.6 or GPT 6.1 Sol Pro?

▼

Both Claude Opus 4.6 and GPT 6.1 Sol Pro are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, Claude Opus 4.6 or GPT 6.1 Sol Pro?

▼

GPT 6.1 Sol Pro has a lower blended cost. Claude Opus 4.6: $5.00 input / $25.00 output. GPT 6.1 Sol Pro: $2.00 input / $10.00 output.

Which has a larger context window, Claude Opus 4.6 or GPT 6.1 Sol Pro?

▼

GPT 6.1 Sol Pro has a larger context window: Claude Opus 4.6 supports 1M tokens vs GPT 6.1 Sol Pro at 1.1M tokens.

Do both Claude Opus 4.6 and GPT 6.1 Sol Pro support vision?

▼

Yes, both Claude Opus 4.6 and GPT 6.1 Sol Pro support vision/image input.

What are the key differences between Claude Opus 4.6 and GPT 6.1 Sol Pro?

▼

Key differences: GPT 6.1 Sol Pro is significantly cheaper. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both Claude Opus 4.6 and GPT 6.1 Sol Pro for free on idapt.app to see which performs better for your specific needs.

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