Medium potentialLow license · MITScore 10/10
TokenTab Pro
Offline AI cost tracking for teams
TokenTab Pro turns your local AI session logs into a real‑time cost dashboard, giving teams visibility into token spend across models and projects, all without sending data to the cloud.
Tech stack
Python 3.12 + FastAPI + React + Vercel + Stripe + Clerk
BYOK model
Not required
Freemium model
Free tier: unlimited log uploads, basic dashboard, 30‑day retention. Pro tier: advanced analytics, CSV export, email alerts, 90‑day retention.
Deployment complexity
Low — The tool is pure Python with minimal dependencies and can be containerized or offered as a SaaS with local log uploads.
SEO keywords
AI cost trackerClaude Code token usageoffline AI spend dashboardAI token monitoring toolGemini CLI cost calculator
Why it qualifies
- ✓High demand for AI cost visibility
- ✓Low competition in the specific tool set
- ✓Easy to extend to other AI tools
- ✓Strong community interest (stars 1137)
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