Gemini 1.0 Ultra and Mixtral 8×7B don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. Mixtral 8×7B shipped 61 days before Gemini 1.0 Ultra, so benchmark comparisons should account for the intervening progress.

Gemini 1.0 Ultra is proprietary, while Mixtral 8×7B is open weight.

Direct benchmark comparisons are unavailable — Gemini 1.0 Ultra and Mixtral 8×7B don't publish scores on any of the same benchmarks.