# Veracode: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/veracode

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Vulnerability management platforms](https://www.gane.ai/index/it/security/vulnerability-management-platforms/index.md) | 0% | 76 | 50% | 2 |
| [Secure code training](https://www.gane.ai/index/it/developer/secure-code-training/index.md) | 0% | 64 | 0% | 1 |

## What the models said for it

- "Choose Veracode Security Labs or Codebashing when training should reinforce findings from Veracode or Checkmarx" (Perplexity Sonar, Secure code training)

## And against it

- "they should not automatically be treated as replacements for infrastructure, endpoint, cloud, or network vulnerability management" (Perplexity Sonar, Vuln management)

## 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 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 Veracode, from 9 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- guideflow.com: 4
- checkmarx.com: 2
- gane.ai/index: 2
- reddit.com: 2
- sans.org: 2
- securityjourney.com: 2
- veracode.com: 2 (its own site)
- vicarius.io: 2
- aimultiple.com: 1
- application.security: 1

### Pages cited

- https://guideflow.com/blog/application-security-training: 3
- https://checkmarx.com/learn/appsec/vulnerability-management-tools-key-features-and-12-solutions-to-know: 2
- https://www.gane.ai/index/it/developer/secure-code-training/enterprise: 2
- https://sans.org/for-organizations/workforce/risk-management/developer: 2
- https://sans.org/for-organizations/workforce/risk-management/developer/hands-on: 2
- https://securityjourney.com/secure-development-training: 2
- https://veracode.com/developers/training: 2
- https://aimultiple.com/vulnerability-management-tools: 1

## In its own words

What Veracode's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Application Security for the AI Era; Application Risk Management Platform; adaptive application security for the AI era (https://veracode.com/)
- For: Leading enterprises; CISO and C-Level Executives; Security Teams; Developers (https://veracode.com/)
- Integrations claimed: 40 (https://www.veracode.com/platform)
- Certifications: FedRAMP, GDPR, SOC 2, GovRAMP, ISO 42001, NIST 800-53, TX-RAMP Level 2
- Customers named: Manhattan Associates, HDI Global SE, Cox Automotive, Azalea Health, Hexaview Technologies Inc., Crowe, RevSpring, QAD Inc.

## What it publishes

Every page veracode.com exposes, read 2026-09-29: 1969 addresses. By kind, pages and the last 90 days:

- blog: 464 pages, 16 in the last 90 days, latest 2026-09-23
- case study: 29 pages, 1 in the last 90 days, latest 2026-09-08
- webinar or virtual event: 28 pages, 1 in the last 90 days, latest 2026-08-11
- conference or event: 55 pages, 1 in the last 90 days, latest 2026-08-04
- report or ebook: 66 pages, 6 in the last 90 days, latest 2026-09-08
- comparison: 10 pages, 1 in the last 90 days, latest 2026-08-18
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 11 pages, 0 in the last 90 days, latest 2025-12-29
- podcast or video: 2 pages, 0 in the last 90 days, latest 2024-11-04
- news or press: 2 pages, 0 in the last 90 days, latest 2024-10-25
- Recent: 2026-09-23 blog: Application risk intelligence september 23 https://www.veracode.com/blog/application-risk-intelligence-september-23
- Recent: 2026-09-22 blog: Application security software for business growth https://www.veracode.com/blog/application-security-software-for-business-growth
- Recent: 2026-09-17 blog: Application risk intelligence september 17 https://www.veracode.com/blog/application-risk-intelligence-september-17
- Recent: 2026-09-17 blog: Mature software supply chain security program https://www.veracode.com/blog/mature-software-supply-chain-security-program
- Recent: 2026-09-14 blog: Eu cyber resilience act 2026 compliance https://www.veracode.com/blog/eu-cyber-resilience-act-2026-compliance
- Recent: 2026-09-10 blog: Devsecops application security platform https://www.veracode.com/blog/devsecops-application-security-platform

## 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.