# DeepSource: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/it/vendors/deepsource

## 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% | 17 | 20% | 5 |

## What the models said for it

- "Need the cheapest paid SaaS after the free cap: Qodana ~$6/contributor/mo or DeepSource from $8/user/mo." (Muse Glimmer 30B, SAST)

## And against it

- "still emerging in the mid‑size market and may lack the same level of enterprise features as SonarQube" (GLM 4.7 FlashX, SAST)

## 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 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named DeepSource, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- deepsource.com: 6 (its own site)
- safeguard.sh: 6
- appsecsanta.com: 4
- dev.to: 4
- daily.dev: 3
- dl.acm.org: 3
- expertinsights.com: 3
- blog.ostorlab.co: 2
- checkmarx.com: 2
- codeant.ai: 2

### Pages cited

- https://deepsource.com/resources/static-analysis-tools: 6
- https://dev.to/rahulxsingh/i-reviewed-32-sast-tools-the-ones-worth-using-283e: 4
- https://daily.dev/blog/top-7-sast-tools-for-mobile-app-security-testing: 3
- https://dl.acm.org/doi/10.1145/3727967.3756838: 3
- https://appsecsanta.com/sast-tools: 2
- https://appsecsanta.com/sast-tools/open-source-sast-tools: 2
- https://blog.ostorlab.co/best-source-code-scanning-tools-2026.html: 2
- https://corgea.com/learn/best-sast-tools: 2

## In its own words

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

- Positioning: AI Code Review Platform (https://deepsource.com/)
- For: fast-moving teams and their agents (https://deepsource.com/)
- Price stated: 14-day free trial, no credit card needed (https://deepsource.com/)
- Starting price: 24 (https://deepsource.com/pricing)
- Free plan or trial: 14-day free trial, no credit card needed (https://deepsource.com/)
- Certifications: SOC 2 Type II, GDPR, PCI DSS
- Customers named: Ancestry, Babbel, Omnigo, code-exitos, dgraph, DVC, Grid AI, Masonite

## What it publishes

Every page deepsource.com exposes, read 2026-09-29: 5639 addresses. By kind, pages and the last 90 days:

- blog: 144 pages, 0 in the last 90 days, latest undated
- case study: 11 pages, 0 in the last 90 days, latest undated
- comparison: 12 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 81 pages, 0 in the last 90 days, latest undated
- podcast or video: 4 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.