Capability badges appear only where the provider catalog explicitly lists support. A blank cell means the source is silent, not that the feature is absent.
Listed rates
Price across providers
Input price per million tokens as published by each provider. Bars are drawn from listed rates only — no traffic weighting, since the catalog observes no requests.
Lowest input$0.27/M
Across 7 priced providers
Median input$0.32/M
Midpoint of listed rates
Highest input$1.25/M
4.6× the lowest listed rate
Output range$0.89 – $1.68
Per million output tokens
Vercel AI Gateway$0.27/M
Pioneer$0.27/M
Deep Infra$0.32/M
Eden AI$0.32/M
Hugging Face$0.4/M
Merge Gateway$0.58/M
Together AI$1.25/M
Cost calculator
Estimate a workload
$0.00
Excludes taxes, non-token charges, and tiered discounts.
2 providers list the identical $0.27 input rate, so price alone will not separate them — compare context limits, max output, and capabilities above.
Context limits also differ by provider, from 64K to 163.84K tokens. Compare the provider table above before choosing on price alone.
Specification
Capabilities
Recorded from the source catalog and provider listings.
Every result stays attached to its source, version, metric and harness. Scores from different versions are never merged, and the profile below plots each benchmark against its own population rather than on a shared scale.
ModelBench does not infer quality from price, context size, or model name. When a source publishes a comparable result, it appears here with its version and link.
Pioneer
Deep Infra
Hugging Face
Merge Gateway
Together AI