Anthropic: Claude Sonnet 4
Claude Sonnet 4 is a closed, paid model from Anthropic that accepts text, images, and files as input. It supports tool use and reasoning, which makes it applicable to multi-step agentic workflows. Structured output support is unconfirmed. Its one-million-token context window is among the larger ones available, and a 64,000-token output ceiling gives it room for lengthy generations. At $3.00 per million input tokens and $15.00 per million output tokens, it sits in the mid-to-upper pricing tier, so cost-sensitive projects should weigh that carefully. Its blended benchmark score of 66.7 covers only three benchmarks, which is a narrow base for strong performance claims; treat that figure as a preliminary signal rather than settled proof. Teams that need large-context document processing, image understanding, and tool-calling in one model may find it worth evaluating, but should run task-specific tests before committing at this price.
- Model ID
- anthropic/claude-sonnet-4
- Vendor
- anthropic
- Tokenizer
- Claude
- Input Modalities
- image, text, file
- Output Modalities
- text
- Max Output
- 64,000 tokens
- Tool Calling
- ✓ supported
- Structured Output
- not supported
- Reasoning Mode
- ✓ supported
- Vision
- ✓ accepts images
- Audio
- no
- Moderated
- no
Category rankings
Where Anthropic: Claude Sonnet 4 places across the 17 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #12 | Long-Context Q&AAgents · of 25 ranked | 151 |
| #14 | Legal ResearchProfessional · of 25 ranked | 162 |
| #14 | Scientific ResearchProfessional · of 25 ranked | 162 |
| #14 | Fiction CollaboratorPersonal · of 25 ranked | 162 |
| #14 | Literature ReviewResearch · of 25 ranked | 162 |
| #15 | Long-Document SummarizationWriting · of 25 ranked | 156 |
| #15 | History TutoringEducation · of 25 ranked | 140 |
| #16 | Creative WritingWriting · of 25 ranked | 150 |
| #16 | Screenwriting & DialogWriting · of 25 ranked | 150 |
| #16 | Academic WritingWriting · of 25 ranked | 150 |
| #16 | Legal DraftingProfessional · of 25 ranked | 150 |
| #16 | OKRs & Strategic PlanningBusiness · of 25 ranked | 150 |
| #16 | Math ProofsResearch · of 25 ranked | 150 |
| #20 | Transcript CleanupWriting · of 25 ranked | 139 |
| #21 | Character RoleplayPersonal · of 25 ranked | 144 |
| #25 | Contract ReviewProfessional · of 25 ranked | 164 |
| #25 | Physics TutoringEducation · of 25 ranked | 139 |