Intelligence vs cost
Where models sit on intelligence and cost
One explorer for 643 models: Artificial Analysis Intelligence Index against cost per task, with speed and ranked shortlists. Token prices for models in the calculator use the same validated rates as the cost estimates. Snapshot refreshes with the Monday data pipeline.
Showing 52 models with intelligence + cost/task · Index v4.2 · snapshot 7 September 2026
Ranked shortlist
Benchmark scores, output speed, and cost-per-task figures are from Artificial Analysis (Intelligence Index v4.2). They are task-dependent and not a substitute for your own evaluation. Token prices for mapped models come from Model Cost Comparison's validated dataset (same rates as the calculator). Unmapped models show AA-reported list prices.
Pricing methodology · Download benchmark snapshot · Estimate API cost