Per-turn USD cost badge in the Web UI: session total in the header and per-turn cost in each message footer, with a hover breakdown.

Per-project LLM token usage and RMB cost in the DSH Web sidebar, split by input (cache miss), cache hit, and output with model price auto-pricing.

Per-model token cost tracking with configurable cache-hit/miss, output and peak-window pricing, a live session cost bar, and unconfigured-model flags.

Floating cost dial for the DSH web GUI: a 24-hour rate dial with a model-colored needle, a balance ring with an alarm threshold, drag-to-resize, and a minimized status-lamp mode.

by beijingwahw

dsh-usage-ledger（Token 费用统计）— 自动记下每笔对话花了多少 Token、多少钱（按对话、按天、累计都能查），价格自动跟着官方最新价走、支持多家国产厂商，低谷时段自动按便宜价算，预算超了自动提醒还能拦下调用，带可视化仪表盘。

Live per-task token cost widget: peak/valley pricing windows, projected post-hike costs, sortable per-task cost table, multi-currency (COP/USD/CNY + ~40 more) with FX rates, and one-click streamed LLM