Skip to main content

Built by makers, shipped in public

Sign in

Viaduct vs Tokmetry

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 Tokmetry
DetailViaduct logo ViaductTokmetry logo Tokmetry
What it doesFree C4 modeling tool with an MCP server for software teams to share architecture context with AI development tools Know exactly where every AI dollar goes
StageNot given Not given
FoundedNot given Not given
Based inLT PY
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: $0/month (1 developer, 1 project, 7-day event history). Starter: $10/month (3 developers, 2 projects, 30-day event history). Team: $50/month (10 developers, 5 projects, 90-day event history). Business: $100/month (100 developers, 100 projects, 180-day event history).
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
  • Track spending by project, developer, model and provider
  • Privacy-preserving SDK that never collects prompts or responses
  • Fail-open design ensures AI calls work even if Tokmetry API is down
  • Support for OpenAI, Anthropic and Google Gemini
  • Cost calculator to estimate spending on different models
  • No latency added to AI calls
  • Historical cost tracking with versioned pricing
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
  • Designed for privacy with only metadata collection, never storing prompts or API keys
  • Fail-open architecture ensures your AI application keeps running even if the service goes down
  • One-line integration with no proxy or gateway required
  • Unified view across multiple AI providers with normalized costs
  • Waste detection and cost comparison between models
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)2822
Referring domains (Majestic)742

6 details filled in for both companies.

More alternatives to Viaduct More alternatives to Tokmetry

Ask us