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Viaduct vs QuotaSense

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

Viaduct compared with QuotaSense
DetailViaduct logo ViaductQuotaSense logo QuotaSense
What it doesFree C4 modeling tool with an MCP server for software teams to share architecture context with AI development tools Monitor your coding agent quota and spending in real time across all devices
StageNot given Not given
FoundedNot given Not given
Based inLT AU
Pricing modelFreemium Freemium
PricingBrowser: Free with account. Desktop: €10 a month after 7-day free trial, one licence covers 3 machines. Enterprise: custom pricing. Free: US$0 for up to 3 machines with basic dashboard cards on home network. Pro: US$2.99 a month, US$19.99 a year, or US$99.99 once for up to 10 machines with all dashboard cards, phone alerts, and encrypted relay. Founders get US$14.99 for the first year of yearly Pro, then US$19.99/year. Lifetime
Key features
  • 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
  • Real-time quota display for 5-hour and weekly windows
  • Usage forecast with honest range and run-out time estimate
  • Cost breakdown by token type, project, and machine with caching savings
  • Five dashboard views: Quota, Usage, Trends, Threads, and Insights
  • Multi-device sync via one-time QR code or alphanumeric code
  • End-to-end encrypted relay for remote access (Pro)
  • Phone alerts before quota limit runs out (Pro)
  • 3D project visualization as ships and quotas as cores (Pro)
  • Support for Claude Code, Codex, Hermes, Gemini CLI, Qwen Code, and other agents
What makes it different
  • 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
  • Honest quota forecasts and run-out time estimates instead of guesses
  • End-to-end encrypted relay so your data stays yours while accessible remotely
  • No personal data collection: no logins, API keys, or prompt text sent to servers
  • Free plan covers 3 machines with full functionality on home network
Community votes00
DR (Domain Rating by Ahrefs)3 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)100
Citation Flow (Majestic)280
Referring domains (Majestic)740

6 details filled in for both companies.

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