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 DeepSeek-V4-ProDeepSeek |  Grok 4xAI |  Qwen3.7-MaxAlibaba | DeepSeek-V3.1 DeepSeek | |
|---|---|---|---|---|
| Vendor | DeepSeek | xAI | Alibaba | DeepSeek |
| Family | DeepSeek | Grok | Qwen | DeepSeek |
| Release date | 2026-04-22 | 2025-07-09 | 2026-05-20 | 2025-08-21 |
| Context window | 1,000,000 tokens | 256,000 tokens | 1,000,000 tokens | 128,000 tokens |
| Parameters | 1.6T (49B active) | — | — | 671B |
| Modality | text | text | text | text |
| License | MIT | proprietary | proprietary | MIT |
| Source | open weights | proprietary | proprietary | open weights |
| Description | 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. | — | Alibaba's flagship agent model — 1M-token context, extended-thinking mode, 56.6 on the Artificial Analysis Intelligence Index v4.0 (5th overall, #1 Chinese). 50.8% on Terminal-Bench Hard. Designed for long-horizon agent workloads (hundreds-to-thousands of steps). Closed-weight, $2.50/$7.50 per 1M tokens. | Large MoE open-weight model. Predecessor to DeepSeek-V4. |
| Links | ||||
| Benchmarks | ||||
| MMLU-Pro | 84.2% | 82.8% | 83.7% | — |
| GPQA-D | 82.4% | 87.5% | 83.0% | — |
| HumanEval | 95.1% | — | 93.9% | — |
| Aider | 80.1% | 72.5% | 78.4% | — |
| AIME-25 | 88.6% | 86.1% | 90.4% | — |
| LiveCB | 72.4% | 65.3% | 71.0% | — |
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Mistral Large 2maxMax 4 models. Remove one to add another.