# Impart: how AI models rank it, November 2026

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

## 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% | 55 | 0% | 1 |

## What the models said for it

- "Look for vendors like Salt Security, Wallarm, Akamai API Security, Noname, or Impart that were born for API-specific threats." (DeepSeek V4 Flash, API security)

## 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 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Impart, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- aws.amazon.com: 2
- appsentinels.ai: 1
- cf-assets.www.cloudflare.com: 1
- checkmarx.com: 1
- checkpoint.com: 1
- cloud.google.com: 1
- cpl.thalesgroup.com: 1
- datos-insights.com: 1
- docs.wallarm.com: 1
- g2.com: 1

### Pages cited

- https://appsentinels.ai/academy/the-api-security-market: 1
- https://aws.amazon.com/marketplace/pp/prodview-3la3s3s2hbjf6: 1
- https://aws.amazon.com/marketplace/pp/prodview-ik7oaeas5hub4: 1
- https://aws.amazon.com/marketplace/pp/prodview-rhcbxzqryobuy: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-4rqir2p2j67va: 1
- https://cf-assets.www.cloudflare.com/slt3lc6tev37/34fZmoyhTkkjr06Z1zB8jb/9b9d8cbcac8472a510808642466e4ed3/Cloudflare-2024-API-Security-Management-Report.pdf: 1
- https://checkmarx.com/learn/api-security/evaluating-api-security-solutions-for-compliance-8-providers-compared: 1
- https://checkpoint.com/cyber-hub/cloud-security/what-is-application-security-appsec/what-is-api-security/the-top-5-api-security-providers-to-consider-in-2025: 1

## 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.