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 DeepSeek-V3.1DeepSeek |  Qwen3 235BAlibaba |  Claude 4.7 OpusAnthropic |  Llama 4 ScoutMeta | |
|---|---|---|---|---|
| Vendor | DeepSeek | Alibaba | Anthropic | Meta |
| Family | DeepSeek | Qwen | Claude | Llama |
| Release date | 2025-08-21 | 2025-04-29 | 2026-04-16 | 2025-04-05 |
| Context window | 128,000 tokens | 128,000 tokens | 1,000,000 tokens | 10,000,000 tokens |
| Parameters | 671B | 235B | — | 109B |
| Modality | text | text | text, vision | text, vision |
| License | MIT | Apache-2.0 | proprietary | Llama 4 Community License |
| Source | open weights | open weights | proprietary | open weights |
| Description | Large MoE open-weight model. Predecessor to DeepSeek-V4. | Predecessor to the Qwen3.6 family. | Anthropic's previous Opus flagship — superseded by Opus 4.8 on May 28, 2026 (42-day cycle). Optimized for complex reasoning and coding. Improved software engineering, long-running coding tasks, and higher-resolution vision over Claude 4.6. | — |
| Links | ||||
| Benchmarks | ||||
| MMLU-Pro | — | — | 88.2% | — |
| GPQA-D | — | — | 90.1% | — |
| HumanEval | — | — | 97.4% | — |
| Aider | — | — | 91.2% | — |
| AIME-25 | — | — | 93.5% | — |
| LiveCB | — | — | 80.2% | — |
| MMMU | — | — | 79.0% | — |
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