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 DeepSeek-V3.1DeepSeek |  Gemini 3.5 |  Qwen3.6-27BAlibaba | |
|---|---|---|---|
| Vendor | DeepSeek | Alibaba | |
| Family | DeepSeek | Gemini | Qwen |
| Release date | 2025-08-21 | 2026-05-20 | 2026-04-22 |
| Context window | 128,000 tokens | 2,000,000 tokens | 262,144 tokens |
| Parameters | 671B | — | 27B (dense) |
| Modality | text | text, vision, audio, video | text, vision, video |
| License | MIT | proprietary | Apache-2.0 |
| Source | open weights | proprietary | open weights |
| 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. | Alibaba's first dense open-weight in the 3.6 family. Strong agentic-coding scores (77.2 SWE-bench Verified, matching Claude 4.5 Opus on Terminal-Bench 2.0). Supports 201 languages and multimodal text/image/video input. |
| Links | |||
| Benchmarks | |||
| MMLU-Pro | — | 88.9% | 78.9% |
| GPQA-D | — | 91.2% | — |
| HumanEval | — | — | 91.5% |
| Aider | — | — | 70.2% |
| AIME-25 | — | 96.1% | — |
| MMMU | — | 86.0% | 70.3% |
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