Refine
by Refine · AI-built React internal tools from your existing REST or Supabase APIs
BenchRank score
Screenshots of Refine
Homepage
Overview
Refine turns existing REST APIs or Supabase projects into React-based internal applications. It analyses the connected backend to create a blueprint for its AI agents, then lets you build the app in a web IDE by prompting or by editing the generated code. Finished apps can be exported as React code or published on your own infrastructure.
- Best for
- Development teams building React internal tools and admin panels on existing REST APIs or Supabase.
- Pricing
- Starter is $0.99/month for 300 credits, Pro is $20.00/month for 1,500 credits, and Enterprise is quote-only.
- Runs on
- Self-hosted
Strengths and trade-offs
Strengths
- Exports pure React code you own, with no black box
- Connects to existing REST APIs or Supabase projects
- Self-hosting with Okta, Azure AD and Cognito support
- Built-in ACL, RBAC and ABAC access control
Trade-offs
- Usage is metered in credits; Starter includes only 300 per month
- Credit-to-token conversion is not published, so costs are hard to size
- SSO and opting out of data training are Enterprise-only
- Enterprise pricing is quote-only
How Refine markets itself
A structured read of the promise, proof and page design on Refine’s captured homepage.
Homepage capture
“Internal software at the speed of AI”
- Angle: AI-native
- Hero: Form in hero
Pricing
Published plans and prices from Refine’s own pricing page.
How this score is made up
Each dimension is scored out of 100 and combined into the headline score using fixed weights.
MCP support
Whether an agent can drive the product through the Model Context Protocol, and how much setup that takes.
API quality
Public API surface: machine-readable spec, official SDKs, documented auth, errors, rate limits and versioning.
Documentation
Publicly reachable docs — coverage, freshness, code samples and machine readability.
Agent friendliness
How readable the site is to an automated client: llms.txt, structured data, server-rendered content, crawler access.
Pricing transparency
Whether real prices are published, self-serve signup exists, and usage costs are knowable without a sales call.
Changelog
A public, dated record of what shipped and when — the clearest signal that a product is still alive.
Marketing site structure
Whether the site answers a buyer's questions: clear positioning, the pages that matter, and accessibility.
Page speed
How fast the site loads for real visitors: Chrome UX Report 75th-percentile LCP, INP and CLS, with a Lighthouse mobile run standing in where a site has too little traffic for field data.
Operational trust
Status page and incident history, security disclosure, compliance and data-processing documentation.
Measured, but not part of the score
Useful to know, but not a mark for or against the product — so these do not affect the ranking.
Openness
Source availability, self-hosting, data export and open standards. Scored and shown, but not part of the composite — paid SaaS is not worse for being paid SaaS.
Maintenance
Release cadence and repository activity. Scored and shown, but not part of the composite — it is only measurable for open repositories.
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Where this comes from
The Refine pages BenchRank reads when it scores the product — its documentation, release notes, status and security pages, and its repository where there is one.
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Is this your product?
Claim Refine to manage its profile. Claiming lets you suggest edits to the descriptive fields — it never changes scores or rankings.