# Schemathesis: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/schemathesis

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [API security platforms](https://www.gane.ai/index/it/security/api-security-platforms/index.md) | 0% | 36 | 0% | 4 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Schemathesis, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- github.com: 5
- ciopages.com: 4
- g2.com: 4
- owasp.github.io: 4
- axis-intelligence.com: 3
- zuplo.com: 3
- akamai.com: 2
- community.owasp.org: 2
- safeguard.sh: 2
- securityboulevard.com: 2

### Pages cited

- https://ciopages.com/buyer-guides/api-security: 4
- https://owasp.github.io/DevSecOpsGuideline/2-Process/2-4-Test/2-4-4-API-Security: 4
- https://axis-intelligence.com/best-api-security-tools-2026-tested-guide: 3
- https://g2.com/categories/api-security/small-business: 3
- https://zuplo.com/learning-center/best-api-security-tools-2026: 3
- https://akamai.com/site/en/documents/ebook/2024/api-security-buyers-guide.pdf: 2
- https://community.owasp.org/api_security_tools: 2
- https://g2.com/categories/api-security: 2

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.