Get an audit

Compare · Models & inference

Model APIs & inference compared head to head

136 like-for-like comparisons of model APIs and inference, each pair scored category by category with prices, facts and verdicts side by side. Pairs are made only when both do the same job.

  • 136 comparisons
  • 3 jobs
  • 17 ranked

Ranked

  1. #1OpenAI APIA83.3
  2. #2Claude APIBB77.3
  3. #3GroqCloudBB75.6
  4. #4BlockRun.AIBB72.4
  5. #5Mistral AI APIBB71.2
  6. #6OpenRouterB68.5
  7. #7Cloudflare Workers AIB68.3
  8. #8Cloudflare AI GatewayB66.8
  9. #9SambaCloudB66.4
  10. #10Gemini Developer APIB65.5
  11. #11Cohere Chat API (Command models)B64.7
  12. #12DeepInfraB63
  13. #13Prism InferenceC60.1
  14. #14AntseedC55.1
  15. #15Novita AID53.5
  16. #16DeepSeek APID46.8
  17. #17SiliconFlowD46.7

LLM inference 133

Model routing 2

Fast inference 1

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.

Get an auditSee a sample report