# Codacy: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/codacy

## 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% | 22 | 0% | 2 |

## 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 | 1 | 0 | 1 |
| 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 Codacy, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- appsecsanta.com: 6
- safeguard.sh: 6
- deepsource.com: 4
- dev.to: 4
- corgea.com: 3
- accuknox.com: 2
- checkmarx.com: 2
- codeant.ai: 2
- endorlabs.com: 2
- expertinsights.com: 2

### Pages cited

- https://appsecsanta.com/sast-tools: 4
- https://deepsource.com/resources/static-analysis-tools: 4
- https://corgea.com/learn/best-sast-tools: 3
- https://dev.to/rahulxsingh/11-best-sast-tools-in-2026-static-application-security-testing-compared-4ajo: 3
- https://accuknox.com/blog/best-sast-tools: 2
- https://appsecsanta.com/sast-tools/open-source-sast-tools: 2
- https://dev.to/rahulxsingh/i-reviewed-32-sast-tools-the-ones-worth-using-283e: 2
- https://endorlabs.com/learn/best-sast-tools: 2

## In its own words

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

- Positioning: Code Quality & Security platform for AI-Assisted Engineering. (https://codacy.com/)
- For: fast-moving engineering teams (https://codacy.com/)
- Price stated: Free trial for 14 days, no credit card required (https://codacy.com/)
- Starting price: 0 (https://codacy.com/)
- Free plan or trial: Free trial for 14 days, no credit card required (https://codacy.com/)
- Certifications: GDPR, SOC 2 Type II
- Customers named: LSports, ihomer

## What it publishes

Every page codacy.com exposes, read 2026-09-29: 938 addresses. By kind, pages and the last 90 days:

- blog: 468 pages, 28 in the last 90 days, latest 2026-09-25
- case study: 12 pages, 0 in the last 90 days, latest 2023-09-05
- webinar or virtual event: 22 pages, 0 in the last 90 days, latest 2023-10-09
- conference or event: 1 pages, 0 in the last 90 days, latest 2015-07-20
- comparison: 18 pages, 2 in the last 90 days, latest 2026-07-30
- template or tool: 4 pages, 1 in the last 90 days, latest 2026-08-19
- glossary or explainer: 68 pages, 58 in the last 90 days, latest 2026-09-07
- podcast or video: 1 pages, 0 in the last 90 days, latest 2022-02-01
- Recent: 2026-09-25 blog: Top agentic code review tools for loop engineering https://blog.codacy.com/top-agentic-code-review-tools-for-loop-engineering
- Recent: 2026-09-25 blog: How ai is changing the engineering manager role more context more capacity and the new job of protecting focus https://blog.codacy.com/how-ai-is-changing-the-engineering-manager-role-more-context-more-capacity-and-the-new-job-of-protecting-focus
- Recent: 2026-09-25 blog: Ai agent harness https://blog.codacy.com/ai-agent-harness
- Recent: 2026-09-25 blog: Does your engineering team have a parallelization strategy for ai coding agents 2026 https://blog.codacy.com/does-your-engineering-team-have-a-parallelization-strategy-for-ai-coding-agents-2026
- Recent: 2026-09-18 blog: Ai code review tools compared 2026 why most cant safely block a merge and what code governance fixes https://blog.codacy.com/ai-code-review-tools-compared-2026-why-most-cant-safely-block-a-merge-and-what-code-governance-fixes
- Recent: 2026-09-16 blog: Ai agent security backlog remediation pipeline how to build a remediation agent that closes its own issues 2026 https://blog.codacy.com/ai-agent-security-backlog-remediation-pipeline-how-to-build-a-remediation-agent-that-closes-its-own-issues-2026

## 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.