AutoRestTest
By Georgia Tech SE Lab. Category: API testing with AI. Homepage
The AutoRestTest README describes it as an MIT-licensed open-source research tool from the Georgia Tech SE Lab for testing REST APIs. It parses an OpenAPI 3.0 specification and combines graph modelling, large language models and multi-agent reinforcement learning to generate test requests and test data. The tool runs locally through Poetry or Docker with the user's own OpenAI-compatible API key. It executes the requests itself and writes JSON reports, including server error reports.
Description written from the vendor's documentation.
Status
Status: Active
Facts
| Fact | Value | Evidence | Source | Verified on |
|---|---|---|---|---|
| Status | Active | Documented | github.com | |
| Founded | Not documented | Not documented | None found | |
| Headquarters | Not documented | Not documented | None found | |
| AI capabilities | Documented | github.com | ||
| Test creation | Not documented | Not documented | None found | |
| Test output | Proprietary runner | Documented | github.com | |
| Surfaces | Documented | github.com | ||
| Hosting | Documented | github.com | ||
| Pricing model | Documented | github.com | ||
| Free tier | Yes | Documented | github.com | |
| CI integrations | Not documented | Not documented | None found | |
| Self-healing | None documented | Not documented | None found | |
| Agent integration | Not documented | Not documented | None found | |
| Open source | Yes, licence MIT | Documented | github.com |
Published prices
No prices are published.
Vendor-stated, verbatim
What Georgia Tech SE Lab says about its product, quoted as published and not confirmed in documentation.
“For reference, when testing an average API with ~15 operations using GPT-4o-mini, the cost was approximately $0.1.”
Alternatives
Tools in the same category (API testing with AI), ordered by the number of shared creation and surface values, then by name. Each line lists documented facts that differ from AutoRestTest.
- AITestMind: documents creation by natural language, recording
- APIAuto: API testing with AI; no documented difference in output, creation, hosting or free tier
- Apidog: documents creation by prompt to test; hosting cloud
- APIsec: API testing with AI; no documented difference in output, creation, hosting or free tier
- Aptori: documents hosting cloud
- BaseRock AI: documents creation by natural language, prompt to test; hosting cloud; status renamed
Questions
Is this page a review of AutoRestTest?
No. This page is a fact sheet. Each fact shows its evidence level, its source and the date it was checked. We do not rate or rank tools.
Does AutoRestTest have a free tier?
Yes. AutoRestTest has a free tier. This is documented, checked on 2026-09-24.
What test output does AutoRestTest produce?
Output: Proprietary runner. This is documented, checked on 2026-09-24.
Is AutoRestTest still available?
Status: Active, checked on 2026-09-24.
Sources
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