Kimi Linear and o1-pro don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. o1-pro shipped 196 days before Kimi Linear, so benchmark comparisons should account for the intervening progress.

Kimi Linear is open weight, while o1-pro is proprietary.

Direct benchmark comparisons are unavailable — Kimi Linear and o1-pro don't publish scores on any of the same benchmarks.