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 DeepSeek-V3.1DeepSeek |  Llama 4 ScoutMeta |  Gemini Omni |  Qwen3.6-27BAlibaba | |
|---|---|---|---|---|
| Vendor | DeepSeek | Meta | Alibaba | |
| Family | DeepSeek | Llama | Gemini | Qwen |
| Release date | 2025-08-21 | 2025-04-05 | 2026-05-20 | 2026-04-22 |
| Context window | 128,000 tokens | 10,000,000 tokens | 1,000,000 tokens | 262,144 tokens |
| Parameters | 671B | 109B | — | 27B (dense) |
| Modality | text | text, vision | text, vision, audio, video | text, vision, video |
| License | MIT | Llama 4 Community License | proprietary | Apache-2.0 |
| Source | open weights | open weights | proprietary | open weights |
| Description | Large MoE open-weight model. Predecessor to DeepSeek-V4. | — | Multimodal Gemini variant introduced at Google I/O 2026 — unified text, image, audio, and video processing in a single model. | 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 | — | — | — | 78.9% |
| HumanEval | — | — | — | 91.5% |
| Aider | — | — | — | 70.2% |
| MMMU | — | — | 82.5% | 70.3% |
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Claude 4.8 OpusmaxQwen3.7-MaxmaxGemini 3.5maxGemini Omni✓
GPT-5.5maxQwen3.6-27B✓DeepSeek-V4-FlashmaxDeepSeek-V4-PromaxGemini 3 PromaxClaude 4.7 OpusmaxClaude 4.6 SonnetmaxClaude 4.5 HaikumaxDeepSeek-V3.1✓GPT-5max
Grok 4maxGemini 2.5 FlashmaxQwen3 235Bmaxo3maxGPT-4.1maxLlama 4 Scout✓Llama 4 MaverickmaxGemini 2.5 PromaxDeepSeek-R1max
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