Claude Opus 4.6 vs DeepSeek V4 Pro (High)

Pick Claude Opus 4.6 if you want the stronger benchmark profile. DeepSeek V4 Pro (High) only becomes the better choice if coding is the priority or you want the cheaper token bill.

Claude Opus 4.6 is clearly ahead on the provisional aggregate, 88 to 83. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Claude Opus 4.6's sharpest advantage is in knowledge, where it averages 76.2 against 62.6. The single biggest benchmark swing on the page is HLE, 53% to 34.5%. DeepSeek V4 Pro (High) does hit back in coding, so the answer changes if that is the part of the workload you care about most.

Claude Opus 4.6 is also the more expensive model on tokens at $5.00 input / $25.00 output per 1M tokens, versus $1.74 input / $3.48 output per 1M tokens for DeepSeek V4 Pro (High). That is roughly 7.2x on output cost alone. DeepSeek V4 Pro (High) is the reasoning model in the pair, while Claude Opus 4.6 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use.