# Qodo: 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/qodo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI coding assistants](https://www.gane.ai/index/it/developer/ai-coding-assistants/index.md) | 0% | 21 | 0% | 2 |

## What the models said for it

- "Focuses on generating meaningful tests for your code" (Mistral Small, AI coding)

## 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 | 1 | 0 | 0 | 1 |
| 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 Qodo, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- redmonk.com: 2
- briskinfosec.com: 1
- bsi.bund.de: 1
- csoonline.com: 1
- dev.to: 1
- doit.maryland.gov: 1
- kdnuggets.com: 1
- latenode.com: 1
- nordicapis.com: 1
- owasp.github.io: 1

### Pages cited

- https://redmonk.com/kholterhoff/2024/11/18/top-10-things-developers-want-from-their-ai-code-assistants-in-2024: 2
- https://briskinfosec.com/blogs/the-hidden-risk-of-data-leakage-in-ai-code-assistants: 1
- https://bsi.bund.de/SharedDocs/Downloads/EN/BSI/KI/ANSSI_BSI_AI_Coding_Assistants.pdf: 1
- https://csoonline.com/article/4062720/ai-coding-assistants-amplify-deeper-cybersecurity-risks.html: 1
- https://dev.to/guideaitools/best-ai-coding-assistants-and-how-a-developer-should-pick-one-1m92: 1
- https://doit.maryland.gov/policies/ai/Pages/AI-powered-coding-assistants.aspx: 1
- https://kdnuggets.com/top-5-ai-coding-assistants-you-must-try: 1
- https://latenode.com/blog/best-ai-code-assistants: 1

## In its own words

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

- Positioning: AI code review and governance platform for engineering teams shipping at the speed AI writes code. (https://qodo.ai/)
- For: engineering teams (https://qodo.ai/)
- Price stated: Qodo’s Pro Team plan is credit-based at $0.012 per credit, pooled across the team. (https://qodo.ai/)
- Starting price: 0.012 (https://qodo.ai/)
- Free plan or trial: The 14-day free trial includes unlimited reviews and credits, no credit card required. (https://qodo.ai/)
- Integrations claimed: 4 (https://qodo.ai/)
- Certifications: SOC 2 Type II
- Customers named: NVIDIA, Pax8, Slickdeals

## What it publishes

Every page qodo.ai exposes, read 2026-09-29: 1287 addresses. By kind, pages and the last 90 days:

- blog: 458 pages, 18 in the last 90 days, latest 2026-09-23
- case study: 14 pages, 0 in the last 90 days, latest 2024-10-08
- webinar or virtual event: 18 pages, 2 in the last 90 days, latest 2026-09-04
- conference or event: 4 pages, 0 in the last 90 days, latest undated
- report or ebook: 3 pages, 0 in the last 90 days, latest 2025-11-21
- comparison: 46 pages, 5 in the last 90 days, latest 2026-09-03
- template or tool: 4 pages, 0 in the last 90 days, latest 2026-05-05
- glossary or explainer: 61 pages, 31 in the last 90 days, latest 2026-09-02
- podcast or video: 12 pages, 6 in the last 90 days, latest 2026-09-04
- Recent: 2026-09-23 blog: State of ai code quality report 2026 https://www.qodo.ai/blog/state-of-ai-code-quality-report-2026
- Recent: 2026-09-22 blog: State of ai code quality report https://www.qodo.ai/state-of-ai-code-quality-report
- Recent: 2026-09-18 blog: From code generation to code confidence building quality into the agentic workflow https://www.qodo.ai/resources/from-code-generation-to-code-confidence-building-quality-into-the-agentic-workflow
- Recent: 2026-09-15 blog: Introducing qodos software map https://www.qodo.ai/blog/introducing-qodos-software-map
- Recent: 2026-09-09 blog: Introducing qodo for codex https://www.qodo.ai/blog/introducing-qodo-for-codex
- Recent: 2026-09-09 blog: Built for Agents, Better Outcomes for Humans: Introducing Qodo’s Agentic Toolbox https://www.qodo.ai/blog/introducing-qodos-agentic-toolbox

## 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.