dsh-usage-dashboard

Managing a DeepSeek API account often means juggling scattered balance endpoints and raw token logs with no clear sense of what a conversation is really costing or how many turns the balance can still cover. dsh-usage-dashboard brings all of this into a single, at-a-glance dashboard so spending becomes visible, predictable, and easy to plan around.

Under the hood it fetches account balances from the official DeepSeek API and extracts per-conversation token usage from session logs, converting everything into monetary amounts using a built-in pricing history that supports multiple models, peak-and-valley time windows, and multiple effective dates. The dashboard covers three layers: a real-time estimate pinned below the composer (current session cost, remaining balance, estimated turns left, refreshed every 4 seconds); a global conversation table in the settings panel (token and cost breakdown per session, newest first); and per-model aggregates showing average cost, total spend, and how many conversations the balance can still cover. When DeepSeek adjusts pricing, you simply append a new era and older sessions are automatically reconciled at the price in effect at the time.

The plugin is built for developers, tech leads, and teams that call the DeepSeek API at high frequency. Whether tracking a personal token budget or allocating costs across a multi-model project, you get a clear usage picture right inside DSH Desktop or Web without leaving your workspace.