“Teams wanting a broad interactive challenge library that covers both developer and security-adjacent roles.”DeepSeek V4 Flash · Comparative question · alternative
“Best For: Teams that prefer short, integrated learning bursts that fit into daily development.”GLM 4.7 FlashX · Comparative question · alternative
“Individual developers or small teams: Avatao or Secure Code Warrior (affordable, self-paced)”Grok 4.20 · Comparative question · alternative
“If you want the best value with deep hands-on content: Avatao is likely your best bet.”Kimi K2 · Direct question · alternative
No model argued against it.
The products named in the same answers as Avatao, over the 45 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 39 | 22 | View → | |
| 35 | 13 | View → | |
| 26 | 1 | View → | |
| 19 | 2 | View → | |
| 15 | 0 | View → | |
| 13 | 4 | View → | |
| 12 | 0 | View → | |
| 9 | 0 | View → | |
| 8 | 1 | View → | |
| 7 | 0 | View → |
What the models named instead of Avatao →
A side-by-side page exists where both products are among a category's top eight.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 44 of the 45 answers that named Avatao and are not a share of its labels.
No domain is on file for Avatao, so its own site is not marked. Twenty-six were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| 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 |