Vratix vs Viaduct

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

Vratix compared with Viaduct
Detail	Vratix	Viaduct
What it does	An AI agent for cloud infrastructure teams	Free C4 modeling tool with an MCP server for software teams to share architecture context with AI development tools
Stage	Startup	Not given
Founded	Not given	Not given
Based in	Not given	LT
Pricing model	Not given	Freemium
Pricing	Not given	Browser: Free with account. Desktop: €10 a month after 7-day free trial, one licence covers 3 machines. Enterprise: custom pricing.
Key features	Detects performance regressions and incidents Correlates telemetry, code, CI/CD, and cloud signals Drafts root cause analyses, runbooks, and actionable fixes Slack integration Production signal monitoring	System context, container, component, and code diagrams Live collaboration on models MCP server for AI coding agents Change sets for scoped agent work Organization SSO JSON import and export OpenAPI contract export Desktop app for macOS, Windows, Linux AI assistant for model descriptions Installable PWA
What makes it different	Acts on production signals to ship products faster and more reliably Solves DevOps complexity legacy observability tools couldn't solve Makes infrastructure invisible and proactive	Model elements exist once and appear on every level they belong to Endpoints are real OpenAPI documents, not diagram labels Desktop app keeps all data local and offline-capable Free browser version with no paywall or feature limits AI agents read and write architecture through MCP
Community votes	0	0
DR (Domain Rating by Ahrefs)	15 +1 (up) since last check	20 no change since last check
Trust Flow (Majestic)	9	10
Citation Flow (Majestic)	22	28
Referring domains (Majestic)	103	74

3 details filled in for both companies.

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