Intelligence vs cost
Where models sit on intelligence and cost
One explorer for 686 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. Token prices update on the daily price review.
Showing 167 models with intelligence + cost/task · Index v4.3 · snapshot 30 September 2026
Explore benchmark rankings
Benchmark ranking
Score / cost sorts by intelligence divided by the square root of benchmark cost per task. This heuristic does not rank suitability for your workload.
Benchmark scores, output speed, and cost-per-task figures are from Artificial Analysis (Intelligence Index v4.3). 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