Composer and DeepSeek V3 Base don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. DeepSeek V3 Base shipped 332 days before Composer, so benchmark comparisons should account for the intervening progress.

Composer is proprietary, while DeepSeek V3 Base is open weight.

Direct benchmark comparisons are unavailable — Composer and DeepSeek V3 Base don't publish scores on any of the same benchmarks.