DeepSeek-R1-Lite Preview and o1-pro don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. DeepSeek-R1-Lite Preview shipped 119 days before o1-pro, so benchmark comparisons should account for the intervening progress.

DeepSeek-R1-Lite Preview is open weight, while o1-pro is proprietary.

Direct benchmark comparisons are unavailable — DeepSeek-R1-Lite Preview and o1-pro don't publish scores on any of the same benchmarks.