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 DeepSeek-V3.1DeepSeek |  Gemini 3.5 | Gemini 2.5 Flash |  Qwen3 235BAlibaba | |
|---|---|---|---|---|
| Vendor | DeepSeek | Alibaba | ||
| Family | DeepSeek | Gemini | Gemini | Qwen |
| Release date | 2025-08-21 | 2026-05-20 | 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 next-gen Gemini — positioned as "frontier intelligence with action". Built for complex agentic workflows. Announced at Google I/O 2026. | 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 | — | 88.9% | — | — |
| GPQA-D | — | 91.2% | — | — |
| AIME-25 | — | 96.1% | — | — |
| MMMU | — | 86.0% | — | — |
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Claude 4.8 OpusmaxQwen3.7-MaxmaxGemini 3.5✓Gemini Omnimax
GPT-5.5maxQwen3.6-27BmaxDeepSeek-V4-FlashmaxDeepSeek-V4-PromaxGemini 3 PromaxClaude 4.7 OpusmaxClaude 4.6 SonnetmaxClaude 4.5 HaikumaxDeepSeek-V3.1✓GPT-5max
Grok 4maxGemini 2.5 Flash✓Qwen3 235B✓o3maxGPT-4.1max
Llama 4 ScoutmaxLlama 4 MaverickmaxGemini 2.5 PromaxDeepSeek-R1max
Mistral Large 2maxMax 4 models. Remove one to add another.