Authoryze vs Black

Authoryze gives each agent purchase a single-use virtual card. A breach leaks one disposable card, not your funding source.

A black-box evaluation of how AI-generated tests find functional bugs in live APIs.

About Authoryze

Authoryze gives each agent purchase a single-use virtual card. A breach leaks one disposable card, not your funding source. When an agent is ready to pay, Authoryze issues a single-use virtual card scoped to that one approved purchase, over Mastercard or Visa. Each approved purchase draws a single-use Mastercard or Visa credential scoped to that one transaction, returned directly to the agent to complete the purchase, so a compromised agent leaks one disposable card and nothing else.

About Black

A black-box evaluation of how AI-generated tests find functional bugs in live APIs. The harder question is whether those tests find bugs. Each system receives only a JSON schema and one valid sample payload, then must generate API test cases that expose failures in a live reference API. The evaluation uses APIEval-20 v1.0, a black-box benchmark contributed by KushoAI. Because KushoAI is also one of the evaluated systems, this report includes the methodology, workflow definitions, repeated-run setup, and robustness checks so readers can understand where the performance difference comes from.