VirusTotal is a threat intelligence platform used for ad-hoc analysis and lookups · virustotal.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
MISP is first at 19%.
MISP is first at 21%.
Recorded Future Intelligence Cloud is first at 62%.
“paired with free OSINT tools such as VirusTotal, AlienVault OTX, or AbuseIPDB”Grok 4.20 · Budget-constrained question · alternative
“Freemium | Budget-conscious teams needing basic threat intelligence”Kimi K2 · Budget-constrained question · alternative
“Free tier has usage limits; best used as a supplementary tool”MiniMax M2.5 · Budget-constrained question · alternative
“Using VirusTotal's standard upload flow for confidential material... Don't upload proprietary files, customer data, or sensitive URLs unless you're authorized to share them.”GPT-6 Luna · Negative question · warning
“Mandiant and VirusTotal were folded into Google Threat Intelligence”Muse Glimmer 30B · Negative question · warning
The products named in the same answers as VirusTotal, over the 29 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 20 | 0 | View → | |
| 17 | 7 | View → | |
| 11 | 5 | View → | |
| 11 | 0 | View → | |
| 10 | 3 | View → | |
| 10 | 0 | View → | |
| 9 | 0 | View → | |
| 8 | 0 | View → | |
| 6 | 3 | View → | |
| 6 | 2 | View → |
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 28 of the 29 answers that named VirusTotal and are not a share of its labels.
Eighty-nine of the ninety-five domain citations in answers naming VirusTotal came from a third party's page. 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 | 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 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 418 | 2 | 2026-08-11 | ||
| Case study | 1 | 0 | 2025-10-21 | ||
| Conference or event | 1 | 0 | 2025-09-05 |
Every page virustotal.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. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.