TokenWatch
Real-time AI API cost alerts and savings insights
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Ari Volcoff

TokenWatch - Real-time AI API cost alerts and savings insights

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TokenWatch helps indie developers monitor OpenAI, Anthropic, and Gemini spend in real time, set budget thresholds, detect anomalies, and identify waste from duplicate calls. Connect keys in minutes, get proactive alerts, and stop surprise AI bills before they hit your card.

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Ari Volcoff
Maker
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Hey Product Hunt! 👋 I built TokenWatch after getting hit with unexpected LLM API bills while shipping fast. Existing dashboards showed totals too late, so I wanted something that warns early and makes costs actionable. What it does today: • Real-time spend dashboard across OpenAI, Anthropic, and Gemini • Budget alerts before limits are blown • Anomaly detection for sudden spikes • Feature-level attribution + caching suggestions to reduce waste Would love feedback on: 1) Which alert channels you need most (email/Slack/others) 2) What would make cost attribution truly useful for teams 3) Integrations you'd want next Thanks for checking it out 🙏
Ari Volcoff
Maker

Quick launch-day update from maker 👋

Based on early feedback, I’m prioritizing 3 things first:

1) clearer onboarding to first alert in under 2 minutes

2) smarter anomaly explanations (not just "spike detected")

3) cleaner cost attribution by provider/model

If you’re managing AI spend today, I’d love your input:

- What alert channel is non-negotiable for you (email, Slack, webhook)?

- What’s the #1 reason dashboards still feel "too late"?

Thanks for the support — I’m in the comments all day and shipping fast.