AI Control Center vs Viaduct

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

AI Control Center compared with Viaduct
Detail	AI Control Center	Viaduct
What it does	Track and optimize spending across multiple AI providers from one dashboard	Free C4 modeling tool with an MCP server for software teams to share architecture context with AI development tools
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	LT
Pricing model	Freemium	Freemium
Pricing	Starter: $49/month (3 AI Providers, 5 Team Members, 7-day History). Pro: $149/month (10 AI Providers, 25 Team Members, 30-day History, API Access). Business: $499/month (Unlimited Providers, Unlimited Members, 90-day History, Webhooks & Integrations, SSO). Enterprise: Custom pricing. All include 7-d	Browser: Free with account. Desktop: €10 a month after 7-day free trial, one licence covers 3 machines. Enterprise: custom pricing.
Key features	Connect multiple AI providers (OpenAI, Anthropic, Gemini, Bedrock, Azure, custom endpoints) Real-time cost analytics by provider and model Cost-saving recommendations based on actual usage Secure API key vault with reveal-once pattern Provider health monitoring with uptime and response time Role-based access control (owner, admin, developer, analyst, viewer) Audit logs for all key rotations and team changes Two-factor authentication (TOTP-based) Webhook alerts for budget, outages, and errors Usage history (7-day, 30-day, or 90-day depending on plan)	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	Recommendations calculated from real usage and real pricing, not generic estimates Single dashboard for all AI providers instead of separate logins per vendor API key management with reveal-once pattern for security Team collaboration with role-based access and audit trails Sits on top of existing provider accounts without replacing them	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)	Not checked yet no change since last check	20 no change since last check
Trust Flow (Majestic)	17	10
Citation Flow (Majestic)	19	28
Referring domains (Majestic)	19	74

5 details filled in for both companies.

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