Eval Categories
Model Groups
Providers

Token Usage per Task

Average input, cached input, output, and reasoning tokens per task.

Time per Task

Average active eval runtime. Lower is better.

Cost Distribution per Task

Adjusted P5, P25, P50, P75, and P95 cost spread for each model.

Composite Model Index

Category-balanced normalized score across selected eval categories. Higher is better.

Category Profile

Score shape across eval families for the selected result set.

Score vs. Cost

Paid-model value view: stronger models with more completed tasks per dollar sit toward the upper right.

Run Logs

Collapsed model and run groups with normalized rows for audit and reruns.

Model family Eval Task Score Cost Time Tokens Calls / Cap