# Apiiro: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 30 judge labels across 1 category by 13 of 14 models. Page: https://www.gane.ai/index/it/vendors/apiiro

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Application security posture management](https://www.gane.ai/index/it/developer/application-security-posture-management/index.md) | 2% | 7 | 27% | 30 |

## What the models said for it

- "The strongest choices are Cycode, Apiiro, ArmorCode, Legit Security, OX Security, Snyk AppRisk, Wiz, and ecosystem offerings from Palo Alto and CrowdStrike" (Perplexity Sonar, ASPM)
- "Top-tier risk scoring with business & code context, strong in Gartner evaluations... Gartner-recognized leader (4.6/5 Peer Insights)" (Grok 4.20, ASPM)
- "Keep your existing scanners: start with ArmorCode or Apiiro." (GPT-6 Luna, ASPM)
- "Gartner Magic Quadrant *Leader* (highest Peer Insights rating ~4.6)" (DeepSeek V4 Flash, ASPM)

## And against it

- "explicitly recommend avoiding these for smaller organizations due to high costs and complexity" (Mistral Small, ASPM)
- "Frequently criticized as a "pure-play" tool with high negatives (up to 85% in some analyses)" (Grok 4.20, ASPM)
- "some ASPM platforms that are considered "criticized challengers" include Apiiro... may have pricing models that are not suitable for small or mid-sized businesses" (Llama 4 Maverick, ASPM)
- "flagged certain early-stage or niche ASPM aggregators (e.g., Apiiro, ArmorCode in specific contexts) with higher "negative rates" or criticism" (Qwen 3.7 Flash, ASPM)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Apiiro, from 95 of the 99 answers that named it (only the models that return a source list).

### Domains cited

- csoonline.com: 57
- checkmarx.com: 43
- cycode.com: 42
- g2.com: 41
- ox.security: 35
- appsecsanta.com: 33
- gane.ai/index: 33
- gbhackers.com: 30
- safeguard.sh: 29
- expertinsights.com: 25

### Pages cited

- https://csoonline.com/article/4041891/aspm-buyers-guide-seven-products-to-help-secure-your-applications.html: 57
- https://checkmarx.com/learn/aspm/best-aspm-tools-5-platforms-to-watch-in-2026: 32
- https://gbhackers.com/best-aspm-compared: 30
- https://appsecsanta.com/aspm-tools: 29
- https://ox.security/blog/aspm-tools: 28
- https://expertinsights.com/application-security/the-top-application-security-posture-management-aspm-tools: 25
- https://guideflow.com/blog/aspm-software: 24
- https://g2.com/categories/application-security-posture-management-aspm/enterprise: 22

## In its own words

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

- Positioning: Secure everything coding agents build, use, and ship - prevent risk before code exists, AutoFix the backlog, and protect the coding agents and supply chain. (https://apiiro.com/)
- For: CISO, AppSec, Developer, Pen-Tester, GRC (https://apiiro.com/)
- Price stated: Free AutoFix (https://apiiro.com/customers)
- Free plan or trial: Free AutoFix (https://apiiro.com/)
- Integrations claimed: 100 (https://apiiro.com/)
- Certifications: ISO 27001, SOC 2
- Customers named: Shell, Cloudera, SoFi, Paddle, LTP, GSoft, Navan, Rakuten Rewards

## What it publishes

Every page apiiro.com exposes, read 2026-10-05: 520 addresses. By kind, pages and the last 90 days:

- blog: 194 pages, 0 in the last 90 days, latest undated
- case study: 13 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 11 pages, 0 in the last 90 days, latest undated
- report or ebook: 12 pages, 0 in the last 90 days, latest undated
- comparison: 6 pages, 0 in the last 90 days, latest undated
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 229 pages, 0 in the last 90 days, latest undated
- podcast or video: 8 pages, 0 in the last 90 days, latest undated

## 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.