# SafeStack Academy: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/it/vendors/safestack-academy

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Secure code training](https://www.gane.ai/index/it/developer/secure-code-training/index.md) | 8% | 4 | 6% | 17 |

## What the models said for it

- "The best secure code training platform for a company with a limited budget is SafeStack Academy" (Llama 4 Maverick, Secure code training)
- "SafeStack Academy is frequently recommended as the best secure code training platform" (Mistral Small, Secure code training)
- "For most mid-sized B2B companies, I'd start with a SafeStack trial" (Kimi K2, Secure code training)
- "Best Low-Cost Commercial Option: SafeStack Academy" (Qwen 3.7 Flash, Secure code training)

## And against it

- "primary content is video-based, not hands-on. You get what you pay for" (DeepSeek V4 Flash, Secure code training)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 1 | 3 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 0 | 1 | 0 | 2 |
| Kimi K2 | 1 | 1 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 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 SafeStack Academy, from 41 of the 42 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 31
- sourceforge.net: 26
- gane.ai/index: 24
- topbusinesssoftware.com: 24
- reddit.com: 20
- ransomleak.com: 18
- slashdot.org: 17
- blog.secureflag.com: 11
- comparitech.com: 11
- securecodewarrior.com: 11

### Pages cited

- https://topbusinesssoftware.com/categories/secure-code-training: 24
- https://reddit.com/r/cybersecurity/comments/1ip5cke/what_platform_do_you_use_to_train_developers_on: 20
- https://g2.com/categories/secure-code-training/small-business: 18
- https://ransomleak.com/blog/best-secure-coding-training-2026: 18
- https://www.gane.ai/index/it/developer/secure-code-training/smb: 15
- https://blog.secureflag.com/2026/09/25/best-secure-coding-training-platforms: 11
- https://comparitech.com/net-admin/best-secure-code-training-tools: 11
- https://ebool.com/secure-code-training-platforms: 10

## In its own words

What SafeStack Academy's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Secure the software you design and build and meet compliance requirements with ease supported by the leading secure development training platform. (https://safestack.io/)
- For: your whole team (https://safestack.io/)
- Free plan or trial: Start free trial (https://safestack.io/)

## What it publishes

Every page safestack.io exposes, read 2026-10-05: 199 addresses. By kind, pages and the last 90 days:

- blog: 76 pages, 0 in the last 90 days, latest 2025-10-14
- case study: 10 pages, 0 in the last 90 days, latest 2022-04-27
- glossary or explainer: 3 pages, 0 in the last 90 days, latest 2023-11-16
- Recent: 2025-10-14 blog: Small teams build the future lets make sure theyre secure from day one https://safestack.io/blog/small-teams-build-the-future-lets-make-sure-theyre-secure-from-day-one
- Recent: 2025-07-15 blog: Safestack and ninjio to announce partnership to add developer training to human risk mitigation platform https://safestack.io/blog/safestack-and-ninjio-to-announce-partnership-to-add-developer-training-to-human-risk-mitigation-platform
- Recent: 2025-07-10 blog: Introducing the certified secure development professional csdp https://safestack.io/blog/introducing-the-certified-secure-development-professional-csdp
- Recent: 2025-07-10 blog: Join the safestack faculty were looking for secure development experts https://safestack.io/blog/join-the-safestack-faculty-were-looking-for-secure-development-experts
- Recent: 2025-05-27 blog: Safestack forms faculty advisory group https://safestack.io/blog/safestack-forms-faculty-advisory-group
- Recent: 2025-03-11 blog: Simplifying safestack pricing with local currency options https://safestack.io/blog/simplifying-safestack-pricing-with-local-currency-options

## 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.