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	Qwen3.7-Max Alibaba	Qwen3.6-27B Alibaba	DeepSeek-V4-Pro DeepSeek	Grok 4 xAI
Vendor	Alibaba	Alibaba	DeepSeek	xAI
Family	Qwen	Qwen	DeepSeek	Grok
Release date	2026-05-20	2026-04-22	2026-04-22	2025-07-09
Context window	1,000,000 tokens	262,144 tokens	1,000,000 tokens	256,000 tokens
Parameters	—	27B (dense)	1.6T (49B active)	—
Modality	text	text, vision, video	text	text
License	proprietary	Apache-2.0	MIT	proprietary
Source	proprietary	open weights	open weights	proprietary
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.	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.	DeepSeek's flagship open-weight MoE. 1.6T parameters with 49B activated, 1M-token context, and a hybrid attention scheme (CSA + HCA) that delivers long-context inference at ~27% of V3.2's FLOPs.	—
Links	vendor →	weights →	weights →	vendor →
Benchmarks
MMLU-Pro	83.7%	78.9%	84.2%	82.8%
GPQA-D	83.0%	—	82.4%	87.5%
HumanEval	93.9%	91.5%	95.1%	—
Aider	78.4%	70.2%	80.1%	72.5%
AIME-25	90.4%	—	88.6%	86.1%
LiveCB	71.0%	—	72.4%	65.3%
MMMU	—	70.3%	—	—