Gemini 4 Carbon vs GPT-6 Sol
A direct, empirical evaluation of Gemini 4 Carbon (Google DeepMind) against GPT-6 Sol (OpenAI).
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.
GPT-6 Sol
Developed by OpenAI · Proprietary Frontier Workhorse parameters
High-efficiency agentic software development, OSWorld computer use, repository refactoring, and enterprise workflow execution at 80% lower cost per task than Claude Opus.
| Metric | Gemini 4 Carbon | GPT-6 Sol |
|---|---|---|
| SWE-bench Verified | 69.2% | 68.8% |
| MMLU-Pro | 84.6% | 90.8% |
| MATH-500 | 91.4% | 96.4% |
| Context Window | 1,000,000 tokens | 1,000,000 tokens |
| Input Pricing (per 1M) | $0.80 | $2.00 |
| Output Pricing (per 1M) | $2.40 | $10.00 |