# Avatao: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 14 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/it/vendors/avatao

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Secure code training](https://www.gane.ai/index/it/developer/secure-code-training/index.md) | 0% | 20 | 0% | 14 |

## What the models said for it

- "Teams wanting a broad interactive challenge library that covers both developer and security-adjacent roles." (DeepSeek V4 Flash, Secure code training)
- "Best For: Teams that prefer short, integrated learning bursts that fit into daily development." (GLM 4.7 FlashX, Secure code training)
- "Individual developers or small teams: Avatao or Secure Code Warrior (affordable, self-paced)" (Grok 4.20, Secure code training)
- "If you want the best value with deep hands-on content: Avatao is likely your best bet." (Kimi K2, 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 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 Avatao, from 44 of the 45 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 37
- gane.ai/index: 26
- sourceforge.net: 25
- reddit.com: 21
- topbusinesssoftware.com: 21
- slashdot.org: 17
- ebool.com: 14
- securecodewarrior.com: 13
- comparitech.com: 12
- ransomleak.com: 12

### Pages cited

- https://g2.com/categories/secure-code-training/small-business: 21
- https://topbusinesssoftware.com/categories/secure-code-training: 21
- https://reddit.com/r/cybersecurity/comments/1ip5cke/what_platform_do_you_use_to_train_developers_on: 20
- https://ebool.com/secure-code-training-platforms: 14
- https://www.gane.ai/index/it/developer/secure-code-training/smb: 14
- https://comparitech.com/net-admin/best-secure-code-training-tools: 12
- https://ransomleak.com/blog/best-secure-coding-training-2026: 12
- https://www.gane.ai/index/it/developer/secure-code-training/enterprise: 11

## 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.