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%.
NetSPI is first at 30%.
“Very tight budget, need something now: autonomous/self-serve PTaaS like TurboPentest or a subscription scanner such as HIFENCE.”Muse Glimmer 30B · Budget-constrained question · first choice
“For the lowest upfront cost, TurboPentest ($99 per target) and HIFENCE (from $49/month) are excellent.”Mistral Small · Budget-constrained question · first choice
“Best overall for a limited budget: TurboPentest – from $99 per target”GLM 4.7 FlashX · Budget-constrained question · first choice
“For basic compliance needs only: A service like TurboPentest or HIFENCE may be sufficient.”Kimi K2 · Budget-constrained question · alternative
No model argued against it.
The products named in the same answers as TurboPentest, over the 12 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 8 | 1 | View → | |
| 7 | 2 | View → | |
| 5 | 2 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on TurboPentest'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 12 of the 12 answers that named TurboPentest and are not a share of its labels.
Forty-six of the fifty-eight domain citations in answers naming TurboPentest 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 | 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 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 95 | 66 | 2026-09-28 | RMM, MFA | |
| Glossary or explainer | 73 | 1 | 2026-08-07 | PTaaS, ASM | |
| Comparison | 21 | 3 | 2026-09-28 | SAST | |
| Template or tool | 11 | 2 | 2026-09-29 | ||
| Case study | 1 | undated |
Every page turbopentest.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.