High-volume batch

Thousands of short tasks where cost per success, not the peak score, decides.

Declared facts · not measured

19 free-listed models match this workload. free-listed models · largest context first, then lowest listed price. Ranked from declared catalog facts — not from measured benchmark runs.

19 stored catalog records. Source declarations are not benchmark results. Availability may change.

Evaluation evidence

This list is not a performance result. Check the evaluation register for reviewed outcomes tied to exact model × harness setups and workloads. General rankings are not published in the current release.