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 Qwen3 235BAlibaba |  DeepSeek-V3.1DeepSeek |  Grok 4xAI | DeepSeek-V4-Pro DeepSeek | |
|---|---|---|---|---|
| Vendor | Alibaba | DeepSeek | xAI | DeepSeek |
| Family | Qwen | DeepSeek | Grok | DeepSeek |
| Release date | 2025-04-29 | 2025-08-21 | 2025-07-09 | 2026-04-22 |
| Context window | 128,000 tokens | 128,000 tokens | 256,000 tokens | 1,000,000 tokens |
| Parameters | 235B | 671B | — | 1.6T (49B active) |
| Modality | text | text | text | text |
| License | Apache-2.0 | MIT | proprietary | MIT |
| Source | open weights | open weights | proprietary | open weights |
| Description | Predecessor to the Qwen3.6 family. | Large MoE open-weight model. Predecessor to DeepSeek-V4. | — | DeepSeek's flagship open-weight MoE. 1.6T parameters with 49B activated, 1M-token context, and a hybrid attention scheme (CSA + HCA) that delivers long-context inference at ~27% of V3.2's FLOPs. |
| Links | ||||
| Benchmarks | ||||
| MMLU-Pro | — | — | 82.8% | 84.2% |
| GPQA-D | — | — | 87.5% | 82.4% |
| HumanEval | — | — | — | 95.1% |
| Aider | — | — | 72.5% | 80.1% |
| AIME-25 | — | — | 86.1% | 88.6% |
| LiveCB | — | — | 65.3% | 72.4% |
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