Gemini 4 Carbon vs Manus 2.0
A direct, empirical evaluation of Gemini 4 Carbon (Google DeepMind) against Manus 2.0 (Manus AI).
Gemini 4 Carbon
Developed by Google DeepMind · Carbon-Aware Frontier Transformer on TPU v6e parameters
Sub-watt green computing, 62% energy reduction per million tokens, carbon-aware datagrid routing, and eco-tier batch execution discounts.
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 | Gemini 4 Carbon | Manus 2.0 |
|---|---|---|
| SWE-bench Verified | 69.2% | 74.8% |
| MMLU-Pro | 84.6% | 85.6% |
| MATH-500 | 91.4% | 89.4% |
| Context Window | 1,000,000 tokens | 500,000 tokens |
| Input Pricing (per 1M) | $0.80 | $3.50 |
| Output Pricing (per 1M) | $2.40 | $15.00 |