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 DeepSeek-V3.1DeepSeek |  Gemini 3 Pro | Gemini 2.5 Flash |  Qwen3 235BAlibaba | |
|---|---|---|---|---|
| Vendor | DeepSeek | Alibaba | ||
| Family | DeepSeek | Gemini | Gemini | Qwen |
| Release date | 2025-08-21 | 2026-04-22 | 2025-06-17 | 2025-04-29 |
| Context window | 128,000 tokens | 2,000,000 tokens | 1,000,000 tokens | 128,000 tokens |
| Parameters | 671B | — | — | 235B |
| Modality | text | text, vision, audio, video | text, vision, audio | text |
| License | MIT | proprietary | proprietary | Apache-2.0 |
| Source | open weights | proprietary | proprietary | open weights |
| Description | Large MoE open-weight model. Predecessor to DeepSeek-V4. | Google DeepMind's flagship multimodal model. Best-in-class for multimodal understanding and agentic / vibe coding workflows. A "Deep Think" reasoning mode is available to AI Ultra subscribers. | Google's cost-and-latency-optimized Gemini 2.5 variant. Generally available June 2025 — designed for high-throughput agentic workflows with sub-second first-token latency. | Predecessor to the Qwen3.6 family. |
| Links | ||||
| Benchmarks | ||||
| MMLU-Pro | — | 87.1% | — | — |
| GPQA-D | — | 88.6% | — | — |
| HumanEval | — | 96.5% | — | — |
| Aider | — | 84.8% | — | — |
| AIME-25 | — | 92.8% | — | — |
| LiveCB | — | 76.1% | — | — |
| MMMU | — | 84.3% | — | — |
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Mistral Large 2maxMax 4 models. Remove one to add another.