Guardana vs Papercuts

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

Guardana compared with Papercuts
Detail	Guardana	Papercuts
What it does	Open-source AI security verification	Test in Production
Stage	Not given	Startup
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Open source	Freemium
Pricing	Not given	Free: $0/mo with 20 monthly actions, 3 test flows, deterministic agents only. Pro: pricing not specified, includes 500 monthly actions, unlimited test flows, deterministic and exploratory agents. Scale: custom pricing for 10k+ monthly actions. Extra actions available at $0.02 per action.
Key features	Scan model and code artifacts offline Probe and monitor live endpoints Grade recorded application runs Diff and compare security runs 58 security rules across build and runtime Python API for integration Custom rule creation with YAML or Python Cost estimation before probing Optional self-hosted collector	Exploratory agents that discover edge cases autonomously No SDK required, no code changes needed Semantic UI understanding adapts to layout changes Detailed error reports with screenshots and logs Email notifications on errors Authentication handling with username and password Chromium browser engine with responsive viewport Global geo-location support
What makes it different	Fully offline artifact scanning with no telemetry or account required Unverified results never marked as clean; handles uncertainty explicitly Works with multiple model APIs and MCP servers regardless of model Re-grade recorded runs without rerunning the application	Tests run in actual production environment where users live AI agents catch edge cases humans miss No installation required - agents work like real users 24/7 continuous monitoring
Community votes	0	0
DR (Domain Rating by Ahrefs)	2 no change since last check	1 no change since last check
Trust Flow (Majestic)	2	2
Citation Flow (Majestic)	21	26
Referring domains (Majestic)	22	22

4 details filled in for both companies.

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