Gemma 4 and o1-preview don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. o1-preview shipped 567 days before Gemma 4, so benchmark comparisons should account for the intervening progress.

Gemma 4 is open weight, while o1-preview is proprietary.

Direct benchmark comparisons are unavailable — Gemma 4 and o1-preview don't publish scores on any of the same benchmarks.