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	Qwen3.6-27B Alibaba	Grok 4 xAI	Qwen3.7-Max Alibaba	Claude 4.8 Opus Anthropic
Vendor	Alibaba	xAI	Alibaba	Anthropic
Family	Qwen	Grok	Qwen	Claude
Release date	2026-04-22	2025-07-09	2026-05-20	2026-05-28
Context window	262,144 tokens	256,000 tokens	1,000,000 tokens	1,000,000 tokens
Parameters	27B (dense)	—	—	—
Modality	text, vision, video	text	text	text, vision
License	Apache-2.0	proprietary	proprietary	proprietary
Source	open weights	proprietary	proprietary	proprietary
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.	Anthropic's flagship hybrid-reasoning model — Opus 4.8 pushes coding and AI-agent workflows further (agentic coding 69.2% vs 64.3% on 4.7; multidisciplinary reasoning 57.9% vs 54.7%). 1M-token context, $5/$25 per MTok pricing held flat from Opus 4.7. Introduces Dynamic Workflows for Claude Code (research preview). GA on Anthropic API (`claude-opus-4-8`), AWS Bedrock, Google Vertex, Microsoft Foundry, and GitHub Copilot.
Links	weights →	vendor →	vendor →	vendor →
Benchmarks
MMLU-Pro	78.9%	82.8%	83.7%	—
GPQA-D	—	87.5%	83.0%	—
HumanEval	91.5%	—	93.9%	—
Aider	70.2%	72.5%	78.4%	—
AIME-25	—	86.1%	90.4%	—
LiveCB	—	65.3%	71.0%	—
MMMU	70.3%	—	—	—