GPT-6.1 Sol vs Manus 2.0

A direct, empirical evaluation of GPT-6.1 Sol (OpenAI) against Manus 2.0 (Manus AI).

GPT-6.1 Sol

Developed by OpenAI · Proprietary Frontier Workhorse Engine parameters

Near-Astra reasoning at 1/5th price ($1.25/$5.00), SWE-bench Verified 74.8%, OSWorld 2.0 desktop agent automation, and sub-80ms Ultrafast Mode.

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.

Metric GPT-6.1 Sol Manus 2.0
SWE-bench Verified 74.8% 74.8%
MMLU-Pro 92.4% 85.6%
MATH-500 96.2% 89.4%
Context Window 1,000,000 tokens 500,000 tokens
Input Pricing (per 1M) $1.25 $3.50
Output Pricing (per 1M) $5.00 $15.00