dsh-token-stats

When using DeepSeek Harness (DSH) for model inference, users often find it challenging to visualize token consumption, especially when working with multiple models simultaneously. The dsh-token-stats plugin is designed to address this issue by seamlessly integrating into the DSH web UI and providing a dedicated 'Token Statistics' page that offers clear insights into usage details for each model.

The core strength of this plugin lies in its comprehensive visualization capabilities. With stacked bar charts, you can view daily token consumption per model over the last 7 or 30 days; pie charts clearly display the proportion of total consumption for each model; and a GitHub-style heatmap extends the timeline up to a year, visually showing daily activity. Additionally, the plugin supports local data persistence for quick startup and historical retention, along with real-time auto-refresh to keep statistics up-to-date.

Whether you are a regular DSH user or a developer, this plugin helps you monitor and analyze token usage effectively. It's particularly useful for those looking to control costs or optimize model selection, offering valuable insights into consumption patterns. After a simple installation, all statistics are easily accessible from the settings panel, making your DSH experience more efficient and transparent.