Intelligence vs cost
Where models sit on intelligence and cost
One explorer for 634 models: Artificial Analysis Intelligence Index against cost per task, with speed and ranked shortlists. Snapshot refreshes with the Monday data pipeline.
Showing 161 models with intelligence + cost/task · Index v4.1 · snapshot 2 September 2026
Ranked shortlist
Benchmark scores, output speed, and cost-per-task figures are from Artificial Analysis (Intelligence Index v4.1). They are task-dependent and not a substitute for your own evaluation. Token prices shown here are AA-reported; for workload estimates use the calculator, which uses Model Cost Comparison's validated pricing dataset.
Pricing methodology · Download benchmark snapshot · Estimate API cost