Ship agent-ready products
Evaluate agent experience, catch friction points, and become the tool agents choose
Live rankings →Spot friction points
See exactly where agents get stuck when using your tool — auth issues, missing docs, confusing errors.
Session Timeline
Research
Agent performed mul...
Setup
Agent initialized a...
Coding
Agent wrote instrum...
Interrupt
User provided Arize...
Fix
User reported trace...
Verify
Agent re-ran script...
Get actionable fixes
Get actionable insights on what to improve, with best practices from top-performing tools.
15
Turns
18
Tool Calls
2
Errors
1
Interruptions
Evaluate any flow
Evaluate any flow beyond getting started with your own custom prompts.
Metrics since last eval Mar 3, 2026 → Mar 3, 2026
5m18s
Active Time
1
Errors
27
Tool Calls
$2.74
Cost
2/5
Discoverability
5
Friction Points
Benchmark competitors
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 |