Manus 2.0 vs Qwen 4 Max (Leaked Staging)

A direct, empirical evaluation of Manus 2.0 (Manus AI) against Qwen 4 Max (Leaked Staging) (Alibaba Cloud).

Manus 2.0

Developed by Manus AI · Multi-Agent Autonomous Orchestration Hierarchy parameters

End-to-end multi-tab browser automation (74.8% GAIA), complex financial web extraction, asynchronous multi-agent coordination, and isolated microVM workflows.

Qwen 4 Max (Leaked Staging)

Developed by Alibaba Cloud · 1.2 Trillion (Sparse MoE) parameters

Repository-scale software engineering outscoring GPT-6 Sol, multilingual enterprise agents across 120 languages, and low-cost 1M-token processing.

Metric Manus 2.0 Qwen 4 Max (Leaked Staging)
SWE-bench Verified 74.8% 78.6%
MMLU-Pro 85.6% 91.4%
MATH-500 89.4% 95.6%
Context Window 500,000 tokens 1,000,000 tokens
Input Pricing (per 1M) $3.50 $1.20
Output Pricing (per 1M) $15.00 $4.80