Token usage dashboard template for AI SaaS apps
Token usage dashboard template for AI SaaS apps, inference platforms, and developer tools priced by consumption. It covers usage and cost tracking, with a token chart, a top consumer table, and a model cost breakdown. Use this AI template with Claude Code, Replit, Lovable, ChatGPT Codex, Bolt, Cursor, or another coding tool.
About this vibe coding template
Interactive token usage dashboard template for AI SaaS 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. Minimal design. Swap the copy and the images for your own and the page is ready to ship.
Build a full SaaS billing and subscription flow with this template design
A SaaS billing and subscription flow covers the pricing page, invoices, payment methods, and billing settings that all handle money, so one billing template can set the standard for every screen after it. 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
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 chart show in this AI token usage dashboard template?
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 in this AI dashboard template?
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 in this dashboard template?
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 a full SaaS app or admin dashboard with this template?
Copy this coding template, paste it into Claude Code, Replit, Lovable, ChatGPT Codex, Bolt, or Cursor, and tell the tool to use it as the design system for your whole SaaS app or admin dashboard. It reads the type scale, spacing, colors, and component styling from the template, then applies them to every page 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
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