o1-preview vs GPT-5.6 Luna

Head-to-head technical comparison of intelligence, capabilities, and API pricing.

o1-preview

OpenAI

AI Mastery Index88.5

LMSYS Arena1335

Technical (MMLU-Pro)90.8%

Cost per 1M Tokens$15

GPT-5.6 Luna

OpenAI

AI Mastery Index92

LMSYS Arena1455

Technical (MMLU-Pro)92%

Cost per 1M Tokens$0.2

Architect's Verdict

When comparing o1-preview and GPT-5.6 Luna, GPT-5.6 Luna edges out in overall capabilities according to the AI Mastery Index. However, for cost-sensitive workloads, GPT-5.6 Luna offers a more economical API at $0.2 per 1M tokens. Your choice should depend heavily on whether you prioritize raw reasoning (MMLU) or scalable deployment economics.