What it is
The job it was built for, and the job it is not for.
Claude Opus 4.1 is a frontier general-purpose model from Anthropic aimed at the hard end of the workload: multi-step coding, extended reasoning and agent runs that call tools and act over several turns. It reads text, images and files, and Anthropic reports 74.5% on SWE-bench Verified for it. It is not the model you reach for when the job is high-volume classification or routine summarising, the cost per call does not earn its keep there.