dsh-usage-dashboard

Running automated agents or long-running workflows in DSH often means watching your API budget evaporate quietly behind the scenes. The default interface leaves you with just a static balance number, offering no insight into daily burn rates, model-specific costs, or how much prefix caching is actually saving you. With DeepSeek’s shift to dynamic peak/off-peak pricing, trying to manually forecast how your next bill will look quickly turns into a spreadsheet nightmare.

dsh-usage-dashboard bridges this gap by transforming raw usage logs into an intuitive, real-time spending cockpit. A draggable floating widget keeps your current balance and daily consumption at a glance, while the dedicated Usage tab delivers deep analytical insights. You can track remaining days of funding, view day-over-day and month-over-month spend comparisons, and break down expenses by model or conversation. The plugin also natively supports the August 17, 2026 peak/off-peak pricing structure, projecting future bills and estimating potential savings from shifting workloads to off-peak hours. Additionally, it highlights your most expensive sessions and monitors cache hit rates, providing actionable tips whenever performance drops. All calculations are transparent, locally sourced, and based on openly documented pricing tiers.

This plugin is built for DSH power users, agent developers, and teams who need precise visibility over their LLM infrastructure costs. If you want to eliminate billing anxiety, optimize prompt reuse through caching, and make informed decisions about workload scheduling, this dashboard gives you the clarity needed to run AI workflows efficiently and affordably. Simply restart DSH after installation and take full control of your API spending.