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	Qwen3.7-Max Alibaba	DeepSeek-V4-Flash DeepSeek	Gemini Omni Google	Gemini 2.5 Flash Google
Vendor	Alibaba	DeepSeek	Google	Google
Family	Qwen	DeepSeek	Gemini	Gemini
Release date	2026-05-20	2026-04-22	2026-05-20	2025-06-17
Context window	1,000,000 tokens	1,000,000 tokens	1,000,000 tokens	1,000,000 tokens
Parameters	—	284B (13B active)	—	—
Modality	text	text	text, vision, audio, video	text, vision, audio
License	proprietary	MIT	proprietary	proprietary
Source	proprietary	open weights	proprietary	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.	Smaller, faster sibling to DeepSeek-V4-Pro. Same 1M context window with a much lighter 284B / 13B-active MoE.	Multimodal Gemini variant introduced at Google I/O 2026 — unified text, image, audio, and video processing in a single model.	Google's cost-and-latency-optimized Gemini 2.5 variant. Generally available June 2025 — designed for high-throughput agentic workflows with sub-second first-token latency.
Links	vendor →	weights →	vendor →
Benchmarks
MMLU-Pro	83.7%	—	—	—
GPQA-D	83.0%	—	—	—
HumanEval	93.9%	—	—	—
Aider	78.4%	—	—	—
AIME-25	90.4%	—	—	—
LiveCB	71.0%	—	—	—
MMMU	—	—	82.5%	—