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$0.04/M
Across 4 priced providers
Median input$0.185/M
Midpoint of listed rates
Highest input$0.33/M
8.2× the lowest listed rate
Output range$0.07 – $1.005
Per million output tokens
Merge Gateway$0.04/M
EmpirioLabs AI$0.04/M
Thinking Machines$0.33/M
Thinking Machines$0.33/M
Cost calculator
Estimate a workload
$0.00
Excludes taxes, non-token charges, and tiered discounts.
2 providers list the identical $0.04 input rate, so price alone will not separate them — compare context limits, max output, and capabilities above.
Context limits also differ by provider, from 32.768K to 262.144K 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.
QVAC
Merge Gateway
Thinking Machines