Promptfoo vs Surfer

A side-by-side comparison to help you choose the right tool.

Promptfoo scores higher overall (88/100)

But the best choice depends on your specific needs. Compare below.

Pricing
Open-source core; free to run in your own workflows.
Free plan
Yes
Best for
Teams serious about AI testing discipline, Developers comparing prompts and providers, Organizations building evals into release workflows
Platforms
mac, windows, linux, api
API
Yes
Languages
en
Pricing
Paid plans available; pricing varies by seats, articles, and feature access.
Free plan
No
Best for
Content marketers optimizing blog posts for search, SEO writers who want concrete on-page guidance, Teams improving and refreshing existing content
Platforms
web, chrome, api
API
Yes
Languages
en

Choose Promptfoo if:

  • You are Teams serious about AI testing discipline
  • You are Developers comparing prompts and providers
  • You are Organizations building evals into release workflows
  • You want to start free
Read Promptfoo review →

Choose Surfer if:

  • You are Content marketers optimizing blog posts for search
  • You are SEO writers who want concrete on-page guidance
  • You are Teams improving and refreshing existing content
Read Surfer review →

FAQ

What is the difference between Promptfoo and Surfer?
Promptfoo is an open-source testing and evaluation framework for prompts and models, designed to fit into ci/cd and comparison workflows. Surfer is surfer is a content optimization platform built to help teams create and improve seo content with clearer guidance than broad all-in-one marketing suites. it is best for writers and content teams focused on article performance.
Which is cheaper, Promptfoo or Surfer?
Promptfoo: Open-source core; free to run in your own workflows.. Surfer: Paid plans available; pricing varies by seats, articles, and feature access.. Promptfoo has a free plan.
Who is Promptfoo best for?
Promptfoo is best for Teams serious about AI testing discipline, Developers comparing prompts and providers, Organizations building evals into release workflows.
Who is Surfer best for?
Surfer is best for Content marketers optimizing blog posts for search, SEO writers who want concrete on-page guidance, Teams improving and refreshing existing content.