VirusTotal
What ChatGPT, Claude, Gemini & Grok actually say · September 2026
The verdict
VirusTotal appears in 1 AI-ranked category.
Unmatched detection breadth — 70+ engines plus sandbox behavior, YARA/retrohunt, and the richest file/hash reputation graph anywhere; a hash lookup returns instant verdicts on known files with near-zero cost.
Where VirusTotal falls short, per the models
- Claude Public/standard tiers share submitted files with the vendor community, so it is NOT safe for confidential or PII-bearing user uploads without the Premium private-scanning tier; also rate/quota-limited on free keys.
Poll history — On this board 1 of 2 polls since Sep 7 — off it in the latest
#3 → –
Top alternatives per the models: OPSWAT MetaDefender · Cloudmersive Virus Scan API · Scanii · AWS GuardDuty Malware Protection
Watch VirusTotal
Boards re-poll weekly and the models change their minds. One short email only when VirusTotal's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
Embed your ranking badge
VirusTotal ranks #7 for best malware scanning apis for user-uploaded files by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-malware-scanning-apis-for-user-uploaded-files?utm_source=badge&utm_medium=embed&utm_campaign=badge-virustotal)<a href="https://modelsagree.com/best/best-malware-scanning-apis-for-user-uploaded-files?utm_source=badge&utm_medium=embed&utm_campaign=badge-virustotal"><img src="https://modelsagree.com/badge/virustotal.svg" alt="VirusTotal — ranked #7 for Best malware scanning APIs for user-uploaded files by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology