AKMR Trusted by router operators & procurement teams

Evaluate model access risk
before production.

TokenTest is the black-box production-reference evaluation console for AI middle-layer buyers. Batch-test model capability, route protocol, token usage, safety boundaries and channel reliability in one run — your API key is never stored.

⛨ Black-box probing · for safety, prefer a test-only API key
Found a model worth using? Buy and connect it on FlatKey. FlatKey →

Evaluation Run

black-box · key not stored
Visual evaluation cases core only
Sends ~30 probes per model · est. $0.01–$0.30 each
Advanced · protocol & offline analyze

What we verify

  • M
    Model identityActual model returned vs the model you requested
  • U
    Usage integrityinput / output / cache token evidence is present & plausible
  • N
    Nonce replay guardA unique nonce must echo back intact every run
  • S
    Safety & protocol riskRefuses secret leakage, credential theft and internal-error exposure
  • $
    Billing boundarySeparates request-side evidence from real backend ledger

Evaluation reports

no run yet
Enter a router, list one or more models, pass the human check, and compare production-readiness evidence side by side.
view a sample report
Security checkslide to fit the piece
Drag the slider to complete the puzzle →
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