TokenTally — see which AI subscription you actually use
A dashboard and browser extension that logs every prompt sent through ChatGPT, Claude, Gemini, Copilot and other AI tools, scores them by usefulness, and tells you which monthly subscriptions are paying for themselves.
knowledge workers and freelancers subscribing to multiple AI tools each month
- Automatic usage tracking across browser, desktop and mobile AI apps via OAuth connections
- A dead-weight score that ranks each subscription by actual queries and task-completion rate
- Cheaper-swap suggestions like 'this Claude Pro query would be free on the Mistral tier'
- Family and team cost-splitting so teammates can pool and amortize one Pro seat
The Grok auto-register trend signals how aggressively users chase low-cost LLM access; they are clearly juggling many paid AI tools and want a way to see which ones they should keep — a real-time audit is overdue.
Pain point is real — confirmed by an active ecosystem of usage trackers (tokenkarma, Claude Tuner, WeeklyUsage, DAITRACKER) and an Etsy spreadsheet explicitly marketed to 'stop bleeding money on AI tools you barely use'.AI Tools Subscription Log | SaaS Cost Tracker Spreadsheet - Etsy ↗tokenkarma: ChatGPT & Claude Usage Tracker, Gemini, Cursor +100 more ↗
Market is saturated with near-identical products: Claude Tuner, tokenkarma, WeeklyUsage, DAITRACKER, AICosts.ai, and multiple Chrome extensions already track multi-provider AI usage, plan limits and spend in dashboards.Claude Tuner — Real-Time Usage Tracker for Claude, ChatGPT & Gemini ↗AICosts.ai | All your AI costs in one dashboard ↗
Willingness to pay looks weak — Claude Tuner, tokenkarma, ClaudeKarma and WeeklyUsage all advertise as free Chrome extensions; AICosts.ai uses billing-file uploads (freemium). Differentiation via 'usefulness scoring' is hard to monetize when free trackers already cover the audit job.claudeKarma: track your Claude AI usage at a glance ↗Claude Tuner - Claude·ChatGPT·Gemini Tracker - Chrome Web Store ↗
Use case persists as long as multiple paid AI subscriptions coexist, but providers (Anthropic, OpenAI) increasingly ship native usage dashboards and rate-limit views, eroding the standalone value over time.Claude Usage Dashboard: Token Tracker & Alerts - Chrome Web Store ↗
Browser extension scraping of usage pages is tractable, but cross-provider prompt capture requires each vendor's auth/API, and 'usefulness scoring' is ill-defined and would need an LLM call per prompt — costly and privacy-sensitive.tokenkarma: ChatGPT & Claude Usage Tracker, Gemini, Cursor +100 more ↗