Anthropic: Claude Sonnet 4.6 vs OpenAI: GPT-5.1
Compare these two models side-by-side to help you make the best choice for your needs
Anthropic: Claude Sonnet 4.6
PremiumDescription
Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with memory, polished document creation, and confident computer use for web QA and workflow automation.
Strengths
- •Multimodal understanding with text and image support
- •Large context window (1000k tokens)
Best For
Image and document understanding
OpenAI: GPT-5.1
PremiumDescription
GPT-5.1 is the latest frontier-grade model in the GPT-5 series, offering stronger general-purpose reasoning, improved instruction adherence, and a more natural conversational style compared to GPT-5. It uses adaptive reasoning to allocate computation dynamically, responding quickly to simple queries while spending more depth on complex tasks. The model produces clearer, more grounded explanations with reduced jargon, making it easier to follow even on technical or multi-step problems. Built for broad task coverage, GPT-5.1 delivers consistent gains across math, coding, and structured analysis workloads, with more coherent long-form answers and improved tool-use reliability. It also features refined conversational alignment, enabling warmer, more intuitive responses without compromising precision. GPT-5.1 serves as the primary full-capability successor to GPT-5
Strengths
- •Multimodal understanding with text and image support
- •Large context window (400k tokens)
Best For
Image and document understanding
| Feature | Anthropic: Claude Sonnet 4.6 | OpenAI: GPT-5.1 |
|---|---|---|
| Provider | OpenRouter | OpenRouter |
| Context Length | 1,000,000 tokens | 400,000 tokens |
| Input Price | $3.00/M | $1.25/M |
| Output Price | $15.00/M | $10.00/M |
| Vision Support | Yes | Yes |
| Premium | Yes | Yes |
| Capabilities | TextVision | TextVision |