# Cloudflare API Shield: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 36 judge labels across 2 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/cloudflare-api-shield

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [API security platforms](https://www.gane.ai/index/it/security/api-security-platforms/index.md) | 10% | 4 | 3% | 30 |
| [API gateways](https://www.gane.ai/index/it/developer/api-gateways/index.md) | 0% | 18 | 0% | 6 |

## What the models said for it

- "For most small businesses and startups, Cloudflare offers the best balance of price and power." (Qwen 3.7 Flash, API security)
- "I'd recommend starting with Cloudflare's free tier + Kong Gateway (open source)" (Kimi K2, API security)
- "I'd suggest starting with Cloudflare API Shield or Kong (open source)" (MiniMax M2.5, API security)
- "Cloudflare API Shield is the strongest default choice" (Perplexity Sonar, API security)

## And against it

- "both Cloudflare and Salt operate on volumetric licensing. This can lead to unexpected cost increases" (Muse Glimmer 30B, API security)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 4 | 2 | 0 | 6 |
| Perplexity Sonar | 2 | 1 | 0 | 0 | 3 |
| Grok 4.20 | 0 | 3 | 1 | 0 | 4 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 1 | 2 | 0 | 4 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 3 | 1 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named Cloudflare API Shield, from 94 of the 106 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 52
- zuplo.com: 45
- radware.com: 32
- ciopages.com: 26
- indusface.com: 25
- akamai.com: 22
- gane.ai/index: 22
- checkpoint.com: 21
- cloudflare.com: 21 (its own site)
- axis-intelligence.com: 18

### Pages cited

- https://g2.com/categories/api-security/small-business: 31
- https://zuplo.com/learning-center/best-api-security-tools-2026: 29
- https://ciopages.com/buyer-guides/api-security: 25
- https://indusface.com/blog/best-api-security-tools: 22
- https://radware.com/cyberpedia/application-security/choosing-api-security-solutions: 21
- https://axis-intelligence.com/best-api-security-tools-2026-tested-guide: 18
- https://g2.com/categories/api-security: 17
- https://learn.g2.com/best-api-security-tools: 16

## In its own words

What Cloudflare API Shield's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Identify and address API vulnerabilities with discovery, schema validation, and abuse detection. (https://developers.cloudflare.com/api-shield)
- For: Enterprise customers (https://developers.cloudflare.com/api-shield)
- Price stated: Enterprise-only paid add-on (https://developers.cloudflare.com/api-shield)
- Free plan or trial: Enterprise customers can preview this product as a non-contract service, which provides full access, free of metered usage fees, limits, and certain other restrictions. (https://developers.cloudflare.com/api-shield)
- Customers named: Discord

## 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.