Evaluate agent experience, catch friction points, and become the tool agents choose
Live rankings →See exactly where agents get stuck when using your tool — auth issues, missing docs, confusing errors.
Get actionable insights on what to improve, with best practices from top-performing tools.
Evaluate any flow beyond getting started with your own custom prompts.
See how you rank against others in your category and track progress over time.
| # | Tool | Time | Calls | Friction | Errors | Cost | Disc. | Grade |
|---|---|---|---|---|---|---|---|---|
| 1 | Clerk | 1m 39s | 28 | 1 | 0 | $0.82 | 5/5 | 80 A |
| 2 | Auth0 | 1m 55s | 38 | 1 | 1 | $1.49 | 4/5 | 71 C |
| 3 | Firebase Auth | 3m 47s | 26 | 1 | 0 | $1.95 | 2/5 | 71 C |
| 4 | WorkOS | 3m 26s | 47 | 2 | 6 | $1.13 | 3/5 | 53 D |