LLaMA 3.2 and o4-mini-high don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. LLaMA 3.2 shipped 203 days before o4-mini-high, so benchmark comparisons should account for the intervening progress.

LLaMA 3.2 is open weight, while o4-mini-high is proprietary.

Direct benchmark comparisons are unavailable — LLaMA 3.2 and o4-mini-high don't publish scores on any of the same benchmarks.