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	Qwen3.7-Max Alibaba	Gemini 3 Pro Google	DeepSeek-V3.1 DeepSeek	Qwen3.6-27B Alibaba
Vendor	Alibaba	Google	DeepSeek	Alibaba
Family	Qwen	Gemini	DeepSeek	Qwen
Release date	2026-05-20	2026-04-22	2025-08-21	2026-04-22
Context window	1,000,000 tokens	2,000,000 tokens	128,000 tokens	262,144 tokens
Parameters	—	—	671B	27B (dense)
Modality	text	text, vision, audio, video	text	text, vision, video
License	proprietary	proprietary	MIT	Apache-2.0
Source	proprietary	proprietary	open weights	open weights
Description	Alibaba's flagship agent model — 1M-token context, extended-thinking mode, 56.6 on the Artificial Analysis Intelligence Index v4.0 (5th overall, #1 Chinese). 50.8% on Terminal-Bench Hard. Designed for long-horizon agent workloads (hundreds-to-thousands of steps). Closed-weight, $2.50/$7.50 per 1M tokens.	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.	Large MoE open-weight model. Predecessor to DeepSeek-V4.	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	vendor →	vendor →	weights →	weights →
Benchmarks
MMLU-Pro	83.7%	87.1%	—	78.9%
GPQA-D	83.0%	88.6%	—	—
HumanEval	93.9%	96.5%	—	91.5%
Aider	78.4%	84.8%	—	70.2%
AIME-25	90.4%	92.8%	—	—
LiveCB	71.0%	76.1%	—	—
MMMU	—	84.3%	—	70.3%