Nicheloom visits: 58,069 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

Track Token usage for major platforms,know your token flow

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

I use multiple AI tools for work and also my side projects, and the annoying part was to track my costs and token usage across tools. Everytime I had to visit each tool and its respective usage setting to check it and I was losing patience and also was getting hit by surprise limitsNow I know that there are already free/open-source trackers for Cursor or Claude usage, and they are useful if that is all you need.My problem is broader as I wanted one small place to see tokens, spend, subscriptions and limits across the AI tools I actually use. I was really tired of switching tabs and apps to check the usage.So I built Tokens 4 BreakfastIt sits in the Mac menu bar and helps track usage across Cursor, Claude, ChatGPT, OpenAI API, Copilot and other providers. You can also set limit reminders and focus mode to always stay under the budget.Check your usage insights per project and per model in Claude Code to get a even better understanding of where your tokens are flowing plus many more interesting features.Local-first. No login. No cloud. No telemetry. No subscriptions. Privacy Focused.Built inNot trying to replace individual app dashboard but just trying to stop jumping between five different places while building worrying about hitting limits and exceeding costs.Would genuinely love feedback from you all Power users.Thank you all in advance.

HN · launched Jul 3, 2026 · 5 upvotes (top 89%) · 0 views

Niche: ai token and inference cost trackers · 82 launches, 5 in the last 7 days · Explore this niche →

Category and tags

  • Horizontal
  • Observability & eval
  • Developer
  • AI-native
  • Commercial product

Visit website ↗ Source listing ↗

Could you build this?

Yes It is a usage analytics dashboard that aggregates token consumption and billing metrics from LLM provider APIs into unified charts.

Discussion

1 comment analyzed.

Competitors mentioned: modelindex.io

Feature requests: AI cost simulator for token usage and API billing scenarios

Competitors

Other products that read as similar to this one : 304 launches clear the similarity bar, closest 8 shown.

Attention rank: #289 of 305 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 241 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.