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DeepSeek-V3.1×

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	DeepSeek-V3.1 DeepSeek	Mistral Large 2 Mistral	Gemini 3.5 Google	Qwen3.6-27B Alibaba
Vendor	DeepSeek	Mistral	Google	Alibaba
Family	DeepSeek	Mistral	Gemini	Qwen
Release date	2025-08-21	2024-07-24	2026-05-20	2026-04-22
Context window	128,000 tokens	128,000 tokens	2,000,000 tokens	262,144 tokens
Parameters	671B	123B	—	27B (dense)
Modality	text	text	text, vision, audio, video	text, vision, video
License	MIT	Mistral Research License	proprietary	Apache-2.0
Source	open weights	open weights	proprietary	open weights
Description	Large MoE open-weight model. Predecessor to DeepSeek-V4.	Large text-only Mistral model with a 128K context window and 123B parameters, tuned for strong instruction following and long-context reasoning. Mistral's flagship open-weights release in the Large 2 line.	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	weights →	vendor →weights →	vendor →	weights →
Benchmarks
MMLU-Pro	—	—	88.9%	78.9%
GPQA-D	—	—	91.2%	—
HumanEval	—	89.0%	—	91.5%
Aider	—	—	—	70.2%
AIME-25	—	—	96.1%	—
MMMU	—	—	86.0%	70.3%