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 DeepSeek-V3.1DeepSeek |  Gemini 3.5 | DeepSeek-V4-Pro DeepSeek |  Grok 4xAI | |
|---|---|---|---|---|
| Vendor | DeepSeek | DeepSeek | xAI | |
| Family | DeepSeek | Gemini | DeepSeek | Grok |
| Release date | 2025-08-21 | 2026-05-20 | 2026-04-22 | 2025-07-09 |
| Context window | 128,000 tokens | 2,000,000 tokens | 1,000,000 tokens | 256,000 tokens |
| Parameters | 671B | — | 1.6T (49B active) | — |
| Modality | text | text, vision, audio, video | text | text |
| License | MIT | proprietary | MIT | proprietary |
| Source | open weights | proprietary | open weights | proprietary |
| Description | Large MoE open-weight model. Predecessor to DeepSeek-V4. | Google DeepMind's next-gen Gemini — positioned as "frontier intelligence with action". Built for complex agentic workflows. Announced at Google I/O 2026. | 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 | — | 88.9% | 84.2% | 82.8% |
| GPQA-D | — | 91.2% | 82.4% | 87.5% |
| HumanEval | — | — | 95.1% | — |
| Aider | — | — | 80.1% | 72.5% |
| AIME-25 | — | 96.1% | 88.6% | 86.1% |
| LiveCB | — | — | 72.4% | 65.3% |
| MMMU | — | 86.0% | — | — |
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Mistral Large 2maxMax 4 models. Remove one to add another.