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GPT 6.1 Sol vs Claude Sonnet 4.6

At a glance

OpenAI's upgraded high-end GPT-6.1 tier, positioned below the flagship GPT 6 Astra.

1.1M ctx$2.00/$10.00 per M

Anthropic's previous-generation Sonnet, with strong performance across coding, agents, and professional work.

851M ctx$3.00/$15.00 per M#14/92
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
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper33%
Capability
Capability—
Reasoning & Knowledge
Graduate Science14%95.4%Factual Recall108%73.9%
Math
Competition Math22%100.0%
Coding
Real-World Coding—
Agentic
Terminal Tasks—Novel Reasoning—
Reasoning
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-10-02
Capability
CapabilityECI84.8
Reasoning & Knowledge
Graduate Science83.3%Factual Recall35.5%
Math
Competition Math82.2%
Coding
Real-World Coding75.2%
Agentic
Terminal Tasks53.4%Novel Reasoning60.4%
Specs
1.1M
Context
128K
Max output
Sep 2026
Released
1M
Context
128K
Max output
Feb 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input33%$2.00/M tokens
Output33%$10.00/M tokens
Cache read67%$0.10/M tokens
Cache write33%$2.50/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input$3.00/M tokens
Output$15.00/M tokens
Cache read$0.30/M tokens
Cache write$3.75/M tokens
Web search$0.01/search
Chat with GPT 6.1 SolGo to model
Chat with Claude Sonnet 4.6Go to model
Frequently Asked Questions: GPT 6.1 Sol vs Claude Sonnet 4.6▼

Which is better, GPT 6.1 Sol or Claude Sonnet 4.6?

▼

Both GPT 6.1 Sol and Claude Sonnet 4.6 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, GPT 6.1 Sol or Claude Sonnet 4.6?

▼

GPT 6.1 Sol has a lower blended cost. GPT 6.1 Sol: $2.00 input / $10.00 output. Claude Sonnet 4.6: $3.00 input / $15.00 output.

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

▼

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

Do both GPT 6.1 Sol and Claude Sonnet 4.6 support vision?

▼

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

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

▼

GPT 6.1 Sol and Claude Sonnet 4.6 have similar overall capabilities. The main differences lie in pricing, context window size, and provider-specific strengths. Use this comparison page to review all metrics side by side.

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 GPT 6.1 Sol and Claude Sonnet 4.6 for free on idapt.app to see which performs better for your specific needs.

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