Token usage dashboard template for AI apps
Interactive token usage dashboard template for AI apps. A usage and cost tracking page with four KPI stats tiles showing total tokens, total cost, average cost per request, and a spend forecast, a stacked area chart of token consumption by model drawn in the markup with no charting library to install, a model cost breakdown list, and a top consumers table with per user token and cost figures. Paste it into Claude Code, Replit, Lovable, ChatGPT Codex, Bolt, or Cursor.
About this vibe coding template
Interactive token usage dashboard template for AI apps, inference platforms, and developer tools. A dedicated usage and cost tracking page that gives teams a clear view of their token consumption, spending by model, and cost per request over any time range. Four KPI stats tiles across the top show the total token count for the period, the total cost in dollars, the average cost per request, and the spend forecast for the current billing cycle with a status label showing whether the team is on track for their budget. A range picker in the page header toggles between 24 hour, 7 day, 30 day, and billing cycle views, and an export button generates a CSV. The chart area shows token consumption by model over the selected period as a stacked area chart drawn entirely in the markup, so there is no charting library to install. Each model is one series in the chart, stacked on top of the others, with a legend identifying each series. A model cost breakdown list beside the chart shows the same data as a ranked list with total token count and total cost for each model. A top consumers table below the charts shows which users account for the most token usage: each row has the user's avatar, name, and email address, the token count and dollar cost for the period in right aligned monospace figures, and the user's primary model in a label chip. Use it as the token usage and cost tracking page for any AI product, SaaS platform, or inference API. Paste it into Claude Code, Replit, Lovable, ChatGPT Codex, Bolt, or Cursor and replace the KPI values, the chart series, and the table rows with your own usage data.
Build an entire SaaS app with this dashboard template
A product interior is dozens of screens sharing a shell, so one dashboard establishes the nav, the spacing, and the card styling for all of them. Copy the template, paste it into Claude Code, Replit, Lovable, ChatGPT Codex, Bolt, or Cursor, and send this alongside it.
Paste into Claude Code, Replit, Lovable, Bolt, or Cursor
Use the HTML I am pasting below as the design system for my entire SaaS app. Match its type scale, spacing, colors, border radius, and component styling on every screen you build from here. Reuse its buttons, cards, and layout rhythm, and keep anything new in the same visual language. When I ask for a screen you have not seen yet, infer the design from these patterns and keep it consistent with what is already there. Start with the main dashboard screen, then wait for me to name the next one.
Common questions about this template
What does this token usage dashboard template include?
Four KPI stats tiles for total tokens, total cost, average cost per request, and a spend forecast with on track status, a range picker and export button, a stacked area chart of token consumption by model drawn in the markup with no charting library, a model cost breakdown list, and a top consumers table with user details and per user token and cost figures.
What does the stacked area chart show?
The stacked area chart shows token consumption over the selected time period, broken down by model. Each model is one series stacked on top of the others, with a legend below the chart identifying each. The chart is drawn in the markup, so there is no charting library to install.
What does the top consumers table show?
The top consumers table shows which users are spending the most tokens in the selected period. Each row has the user's avatar, full name, and email, their total token count and total cost in right aligned monospace figures, and a chip showing their primary model. A see all link reveals the full list.
How does the spend forecast work?
The forecast KPI tile shows the projected spend for the current billing cycle based on the pace of consumption so far. A status label below the number shows whether the team is on track for the budget they set. Wire it to your billing API to make the projection live.
Which tools work with this token usage dashboard template?
Claude Code, Replit, Lovable, ChatGPT Codex, Bolt, and Cursor. Paste it in and replace the KPI values, the chart series, the model list, and the table rows with your own usage data.
How do I build an entire SaaS app with this dashboard template?
Yes. Copy this dashboard template, paste it into Claude Code, Replit, Lovable, ChatGPT Codex, Bolt, or Cursor, and tell the tool to treat it as the design system for your whole SaaS app. It reads the type scale, spacing, colors, and component styling, then applies them to every screen it builds after that.
Use this AI coding template for
- ·Token usage dashboard template for an AI app or inference platform
- ·Usage and cost tracking page with token consumption chart and consumer table for AI
- ·AI billing dashboard template with KPI stats and model cost breakdown for SaaS
- ·Vibe coding token usage dashboard template
Works with every vibe coding tool
More dashboard templates
View allMore vibe coding saas templates
View allOther templates you might like