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Brief vs Tokmetry

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

Brief compared with Tokmetry
DetailBrief logo BriefTokmetry logo Tokmetry
What it doesAI navigates your team from vision to impact at speed Know exactly where every AI dollar goes
StageStartup Not given
Founded2024 Not given
Based inUS PY
Pricing modelFreemium Freemium
PricingFree: $0/month with 50 AI credits. Pro: $49/month per seat with 200 AI credits per seat (15% discount for annual: ~$42/month). Teams: $89/month per seat with 500 pooled AI credits and 5-seat minimum (15% discount for annual: ~$76/month). Enterprise: Custom pricing. Overage rates: $0.10/credit (Pro), 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
  • Navigate AI agents to product context via MCP
  • Capture and search product decisions automatically
  • Integrate with Cursor, Claude Code, Windsurf, and CLI
  • Connect to Slack, Notion, Linear, GitHub, and more
  • Build your Product Graph from existing tools
  • 95% decision compliance when agents access Brief
  • 8/8 merge-ready tasks with Brief versus 2 of 8 without
  • 68% cost reduction per merge-ready task
  • Admin dashboard for team usage visibility
  • SSO and security controls for Enterprise
  • 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
  • Navigates AI agents to why decisions were made, not just what code does
  • Extracts decisions automatically from existing tools without workflow changes
  • Immediate value: see results in minutes by connecting your tools
  • Enables AI agents to build the right features with full context
  • 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)40 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)190
Citation Flow (Majestic)2722
Referring domains (Majestic)2282

6 details filled in for both companies.

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