Dashboard

Using the dashboard

The LLM Cost Tracker dashboard gives you four views into your LLM spend. All views filter to the currently selected project.

Overview

The main dashboard shows four KPI cards at the top:

• Total spend — total USD spent on LLM calls for this project
• Total calls — number of tracked LLM calls
• Avg cost / call — average cost per call. Watch this number after deploys — a prompt change that adds tokens will show up here immediately.
• Avg tokens / call — average total tokens per call

Below the KPIs you'll find a spend-by-feature breakdown and a recent calls panel, followed by the full call log.

By feature

Groups all calls by their feature tag and shows total cost, call count, average tokens, average cost per call, and average latency per feature. The percentage column shows what share of your total bill each feature represents.

This is the fastest way to answer: "which part of my app is driving my LLM bill?"

By user

Groups all calls by userId and ranks users by total spend. Useful for:

• Validating your pricing model — are your highest-cost users on the right plan?
• Detecting abuse — unusual call volumes from a single user
• Unit economics — cost to serve per user vs revenue per user

Call log

A real-time feed of every LLM call, most recent first. Shows timestamp, feature, model, user, input tokens, output tokens, cost, and latency. Limited to the last 100 events — use the By feature and By user views for aggregate analysis.

Settings

Manage your projects and view API keys. Each project has its own API key — use separate projects for separate apps or environments (e.g. myapp-prod and myapp-staging).

Next: By feature →