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	Qwen3.6-27B Alibaba	Qwen3.7-Max Alibaba	GPT-4.1 OpenAI	DeepSeek-V4-Pro DeepSeek
Vendor	Alibaba	Alibaba	OpenAI	DeepSeek
Family	Qwen	Qwen	GPT	DeepSeek
Release date	2026-04-22	2026-05-20	2025-04-14	2026-04-22
Context window	262,144 tokens	1,000,000 tokens	1,000,000 tokens	1,000,000 tokens
Parameters	27B (dense)	—	—	1.6T (49B active)
Modality	text, vision, video	text	text, vision	text
License	Apache-2.0	proprietary	proprietary	MIT
Source	open weights	proprietary	proprietary	open weights
Description	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.	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.	—	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	weights →	vendor →		weights →
Benchmarks
MMLU-Pro	78.9%	83.7%	—	84.2%
GPQA-D	—	83.0%	—	82.4%
HumanEval	91.5%	93.9%	—	95.1%
Aider	70.2%	78.4%	—	80.1%
AIME-25	—	90.4%	—	88.6%
LiveCB	—	71.0%	—	72.4%
MMMU	70.3%	—	—	—