ShieldLabs vs mlab.sh

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

ShieldLabs compared with mlab.sh
Detail	ShieldLabs	mlab.sh
What it does	Fraud detection and prevention for web apps that detects account abuse and bots under any masking	IOC and file intelligence platform for security teams to analyze threats and assess risk
Stage	Startup	Not given
Founded	2025	Not given
Based in	US	FR
Pricing model	Freemium	Freemium
Pricing	Free tier with 5,000 identifications. Paid plans: Starter $99/month for 25,000 identifications (monthly billing) or $79/month billed yearly; Growth $399/month for 150,000 identifications (monthly) or $319/month billed yearly; Scale $999/month for 500,000 identifications (monthly) or $799/month bille	Free plan with basic limits (2 domain analyses/day, 5 IP analyses/day, 2 file analyses/day, 3 crypto analyses/day). Pro plan at 59€/month (first 2 months at 19.99€) with higher limits (25 domain analyses/day, 50 IP analyses/day, 50 file analyses/day, 30 crypto analyses/day). Team plan at 149€/month
Key features	Device fingerprinting to recognize devices and detect headless browsers and tampering Multi-accounting detection starting at three accounts per visitor Risk scoring from 0 to 100 with signal breakdown Bot and AI traffic detection with browser automation signals IP geolocation and real IP address revelation behind masking Traffic quality scoring by source, channel, referrer, and UTM campaign Dashboard, API, and webhooks for results delivery Five-minute integration with JavaScript snippet or supported SDKs	IP, domain, URL and hash analysis File upload and malware scanning EML parser for phishing analysis Passive DNS history lookup YARA rules and malware detection MITRE ATT&CK mapping RedKit security audits REST API and CLI access Graded risk reports with severity levels AI integration via MCP server
What makes it different	99.9% identification accuracy and 99.9% risk signal detection accuracy across 300+ signals Ready-made High-Risk Event detection requires no custom fraud model training Explainable risk scores showing which signals fired and their weights Self-serve five-minute onboarding with no procurement or sales cycle required	Signal over noise: actionable findings rather than overwhelming data Evidence-based verdicts with full transparency Privacy-first: no tracking, no data resale Unified platform covering investigation to governance EU-hosted infrastructure operated by French company
Community votes	0	0
DR (Domain Rating by Ahrefs)	39 −1 (down) since last check	26 no change since last check
Trust Flow (Majestic)	15	7
Citation Flow (Majestic)	37	31
Referring domains (Majestic)	240	46

6 details filled in for both companies.

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