Best AI models for automation.

An automated workflow asks a model to choose a next step, call a tool and respond to what comes back. This shortlist includes models with confirmed tool support and emphasizes instruction following, agentic coding and reasoning. The surrounding workflow determines which actions are available.

The list weighs the published results that matter for automation and keeps the models close enough to the best one for a balanced task. Price picks the provider after that; it never lifts a weaker model into the list. 325 available models were considered and 42 have comparable evidence.

Each price is the cheapest provider read in the last three days, per M tokens, blended 3 in : 1 out.

This ranking is a weighted capability proxy, not a measured workflow completion rate. Tool support alone does not establish reliable planning or compatibility with your application.

The ranking uses the same Balanced settings as the Ask page. The Capability methodology has the sources, the exact identity rules, the task weights and the difficulty ranges.