DeepSeek-R1-Lite Preview and Codestral 25.01 don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. DeepSeek-R1-Lite Preview shipped 54 days before Codestral 25.01, so benchmark comparisons should account for the intervening progress.

DeepSeek-R1-Lite Preview is open weight, while Codestral 25.01 is proprietary.

Direct benchmark comparisons are unavailable — DeepSeek-R1-Lite Preview and Codestral 25.01 don't publish scores on any of the same benchmarks.