# Pixee: 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/pixee

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Static application security testing](https://www.gane.ai/index/it/developer/static-application-security-testing/index.md) | 0% | 43 | 0% | 1 |

## 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 | 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 | 1 | 0 | 1 |

## Sources returned with these answers

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

### Domains cited

- blackduck.com: 2
- checkmarx.com: 2
- open.metu.edu.tr: 2
- pixee.ai: 2 (its own site)
- safeguard.sh: 2
- aikido.dev: 1
- bankinfosecurity.com: 1
- blog.checkpoint.com: 1
- cs.montana.edu: 1
- cycode.com: 1

### Pages cited

- https://checkmarx.com/learn/sast/choosing-sast-tool-with-gartner-magic-quadrant: 2
- https://open.metu.edu.tr/bitstream/handle/11511/119092/Thesis-April_Final.pdf: 2
- https://pixee.ai/blog/best-sast-tools-2026: 2
- https://aikido.dev/blog/top-sast-tools: 1
- https://bankinfosecurity.com/synopsys-extends-lead-in-gartner-mq-for-app-security-testing-a-22194: 1
- https://blackduck.com/blog/gartner-mq-ast.html: 1
- https://blackduck.com/static-analysis-tools-sast.html: 1
- https://blog.checkpoint.com/security/avoiding-false-positive-the-silent-sast-killer: 1

## In its own words

What Pixee's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Secure software factories. Pixee automates vulnerability triage and remediation across your scanners: 95% false positive reduction, 76% developer merge rate. (https://pixee.ai/)
- For: enterprise (https://pixee.ai/)
- Price stated: Outcome-based pricing model; calculated based off annual SCANNER FINDINGS (SAST+SCA) (https://www.pixee.ai/pricing)
- Starting price: 0 (https://www.pixee.ai/platform)
- Integrations claimed: 11 (https://www.pixee.ai/platform)
- Certifications: CIS Controls, ISO 27001, CSA STAR, SOC 2 Type II
- Customers named: MoneyGram, Jellyvision

## What it publishes

Every page pixee.ai exposes, read 2026-09-29: 317 addresses. By kind, pages and the last 90 days:

- blog: 135 pages, 17 in the last 90 days, latest 2026-09-28
- case study: 2 pages, 0 in the last 90 days, latest undated
- comparison: 22 pages, 1 in the last 90 days, latest 2026-07-08
- template or tool: 1 pages, 0 in the last 90 days, latest 2026-02-04
- glossary or explainer: 2 pages, 0 in the last 90 days, latest 2026-06-22
- podcast or video: 2 pages, 0 in the last 90 days, latest 2024-03-07
- Recent: 2026-09-28 blog: Fold pixee fixes into agent pr https://www.pixee.ai/blog/fold-pixee-fixes-into-agent-pr
- Recent: 2026-09-28 blog: Pixee plugin claude code codex copilot https://www.pixee.ai/blog/pixee-plugin-claude-code-codex-copilot
- Recent: 2026-09-21 blog: Is jev useful for appsec https://www.pixee.ai/blog/is-jev-useful-for-appsec
- Recent: 2026-09-10 blog: The parts that actually take time https://www.pixee.ai/blog/the-parts-that-actually-take-time
- Recent: 2026-09-02 blog: Exploit chains era https://www.pixee.ai/blog/exploit-chains-era
- Recent: 2026-09-02 blog: Pixee 6 0 https://www.pixee.ai/blog/pixee-6-0

## 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.