Astra Security is a continuous penetration testing platform, offered as penetration testing as a service and vulnerability management, for engineering and security teams at security-conscious companies · getastra.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Stingrai is first at 22%.
Cobalt is first at 46%. 2 of 14 models made it the first choice when asked directly.
NetSPI is first at 30%.
“the strongest general recommendation for a mid-sized B2B company is Astra Security or Cobalt.io”Qwen 3.7 Flash · Paraphrase question · first choice
“Astra Security or Cobalt.io would be the best starting points for most mid-sized B2B companies”MiniMax M2.5 · Paraphrase question · first choice
“Known for its all-in-one platform, ideal for modern engineering teams and DevSecOps integration.”Mistral Small · Comparative question · first choice
“For most businesses, start with Astra or BreachLock for cost-effectiveness and continuity.”Grok 4.20 · Comparative question · first choice
No model argued against it.
The products named in the same answers as Astra Security, over the 88 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 56 | 10 | Compare → | |
| 50 | 4 | Compare → | |
| 45 | 5 | Compare → | |
| 28 | 8 | Compare → | |
| 21 | 1 | View → | |
| 17 | 0 | View → | |
| 16 | 2 | View → | |
| 15 | 2 | Compare → | |
| 15 | 2 | View → | |
| 15 | 0 | View → |
What the models named instead of Astra Security →
A side-by-side page exists where both products are among a category's top eight.
Stated on Astra Security's own site, not checked by Gane.
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 85 of the 88 answers that named Astra Security and are not a share of its labels.
213 of the 232 domain citations in answers naming Astra Security came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 1 | 1 | 0 | 0 | 2 |
| Grok 4.20 | 1 | 0 | 0 | 0 | 1 |
| Mistral Small | 2 | 0 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 2 | 0 | 0 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 0 | 1 | 0 | 2 |
| MiniMax M2.5 | 2 | 0 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 4 | 0 | 5 |