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

Collapsible iOS-style stats pill under the composer: session cost, DeepSeek account balance, cache-hit rate, and token usage in a frosted panel.

Real-time DeepSeek API account balance in the composer dock with manual or custom-interval auto-refresh.

Draggable floating card showing the balance/quota of your most recently used providers (DeepSeek/Moonshot/Kimi For Coding): auto-discovery, color-coded tiers, live refresh.

Real-time session token usage and estimated cost in the composer stats row, with pricing fetched from DeepSeek official pricing page.

Permanent composer-dock balance card: real-time DeepSeek API account balance with 5-minute auto-refresh, a manual refresh button, and low-balance color warnings.

Draggable transparent balance card with a blood-bar of remaining balance vs month-opening, today/month spend (official when the platform token is configured), and session cost.

OpenCode Go subscription usage (rolling/weekly/monthly windows with reset countdowns) in the composer dock, with a built-in credential editor.

Floating widget showing real-time OpenCode Go subscription usage (rolling/weekly/monthly) for every API key, with rate-limit alerts and automatic key-pool discovery.

Per-session cost & usage report cards: tokens, cache hits, duration.

Usage statistics dashboard for the DSH Web UI: info cards, a 280-day GitHub-style activity heatmap, daily token trend, and model-usage donut chart.

Floating API-balance badge for DeepSeek Harness: live balance for DeepSeek, Moonshot, OpenAI and custom endpoints; draggable, resizable, frosted-glass look, with text color adapting to the content beneath.

GitHub-style daily token-usage heatmap on the new-session screen with a selectable calendar-year view, green/blue color schemes, and today / this-month / all-time totals.

Persistent provider-reported token usage totals with per-session, per-model, and daily activity statistics.

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.

Shows DeepSeek API account balance and Volcengine Ark Coding/Agent Plan quota windows (5h/weekly/monthly with reset countdowns) in the settings panel, composer dock, and a draggable floating refresh button.

DeepSeek API usage dashboard for DSH Web: daily cache-hit/miss and output token statistics from session logs, per-model cost estimates, account balance, 7-day trends, and a composer usage summary.

Token usage heatmap for the Web UI: daily/weekly/cumulative views over a 12-month window with light/dark themes.

Sidebar billing dashboard: real usage aggregated from session logs (per-model and per-day calls/tokens/cache), cost estimated in CNY from a current multi-provider pricing catalog, subscription-plan (coding/token/agent) routes exempt, and per-provider health dots.

DeepSeek wallet balance at the sidebar foot: a credit-card icon with the amount tinted by remaining balance (green over ¥2, amber ¥0–2, red below), refreshed on mount, per turn-end, and on click; a signed delta floats up and fades on each balance change.

Bottom-right quota capsule that auto-discovers every configured provider (DeepSeek, OpenRouter, SiliconFlow, GLM, one-api/new-api, coding plans) and shows balance or rolling 5-hour and weekly usage, with per-provider visibility, alert thresholds and proxy support.

Real-time DeepSeek API usage: account balance with low-balance alerts (browser notification on threshold crossing), token & request stats (total/today/last-60s windows, per-model and per-session), estimated cost — a composer dock plus a settings-page usage panel.

Adds a "用量" section to the DSH Settings page that shows your MiniMax Token Plan usage (5h and weekly windows with reset countdowns), per-model breakdown, and video bonus credits; fetches `/v1/token_plan/remains` via a trusted plugin that holds the API key, auto-hides when no key is configured. MIT.

Session cost estimate in a status bar at the bottom of the conversation (per-model token pricing, CNY) plus the live DeepSeek account balance via the official balance API.