Install
Inside DeepSeek Harness, with dsh-market
dsh plugin --profile web add dshmarket
Or from the command line
dsh plugin --profile web add dsh-cost-meter
Installing runs third-party code with your own permissions — it can read your files, use your credentials and reach the network. Review the source first, and pin a commit (github:owner/repo#sha) when you can.
README
Session cost tracking plugin for the DeepSeek Harness web GUI (bilingual UI)
Per-conversation cost · daily totals · OpenCode Go subscription quota display · budget with usage percentage · official account balance · custom provider balance · balance progress bar · history · peak/off-peak pricing hours display (peak hours UTC 01:00–04:00, 06:00–10:00) · one-click price sync from the official docs · Codex-style token usage heat grid · multi-vendor model pricing (built-in 90+ model price catalog with auto-matching) · mainstream Coding Plan quota queries & display (Anthropic / Z.ai / MiniMax / Kimi / OpenRouter / SiliconFlow)
English | 中文

Feature overview
| Feature | Location | Description |
|---|---|---|
| Per-conversation cost | Below the composer / session title bar | Live accumulated cost + input/cache/output tokens; position configurable |
| Official balance | Sidebar top / Settings page (configurable) | Total / granted / topped-up balance, auto-refresh + manual refresh; optional three-segment progress bar (blue/orange/gray) |
| Custom provider balance | Sidebar / Settings page (configurable) | Configurable HTTP balance lookup (e.g. LiteLLM); bilingual labels, currency, extract rules; collapsible panel alongside Coding Plan quotas |
| OpenCode Go quota | Sidebar / Settings / bottom-right dock (configurable) | Rolling-5h / weekly / monthly usage percent and reset times, each window toggleable independently, budget used % can show alongside; key auto-discovered (DSH credential store OPENCODE_GO_API_KEY / env / opencode login) or entered manually |
| Coding plan quotas | Settings page | Multi-vendor coding-plan quota queries (Anthropic Claude Pro/Max, Z.ai / Zhipu GLM Coding Plan, MiniMax Token Plan, Kimi/Moonshot balance, OpenRouter credits, SiliconFlow balance); per-vendor enable switch and key, credentials only sent to official endpoints; neutral hints when no credentials/subscription; SCNet Token Plan has no quota API — monthly usage is estimated from the local ledger via the official credits deduction table (no credentials needed) |
| Today's cost | Sidebar bottom (above the settings button) | “Today ¥x”, hover for call count and token details |
| Budget box | Sidebar bottom (between the balance row and the settings button) | Rounded-square frame: budget, used %, progress bar, today's cost & share of budget, used/limit; ≥80% warning, ≥100% over-budget |
| Summary cards | Settings page | Today / this month / cumulative cost and call counts |
| Token usage stats | Settings page (Cost section) | All-time token totals (input/cache/output/calls) + a Codex-style 26-week daily usage heat grid that fills the settings width; hover a cell for that day's detail |
| Today's sessions | Settings page | Per-session call count, input/cache/output tokens and cost |
| History | Settings page | Per-day totals; retention days configurable (default 180) |
| Pre-install history import | Settings page (Data & sync) | One-click replay of all host session logs to import conversations from before the plugin was installed (missing dates are rebuilt whole; existing dates only gain previously unknown sessions; idempotent and never double-counts live metering; costs priced at per-event historical rates) |
| Budget settings | Settings page, top | Limit, period (today / month / cumulative / custom date range), used % |
| Price table | Settings page | Per-model off-peak / peak prices (input/output shorthand supported; cache prices derived automatically); fully editable |
| Peak/off-peak hours display | Settings / budget / today | Shows UTC peak hours 01:00–04:00 and 06:00–10:00 with the current tier; expanded view shows a peak/off-peak period strip (current period + countdown), collapsed (rail) view shows a vertical peak/off-peak progress bar; independently toggleable |
| Official price sync | Settings page | Fetches and parses the official pricing page, applies with one click |
| UI language | Settings → Display settings | Simplified Chinese / English / Follow browser (auto); switches instantly and auto-saves |
| AI price sync | prompt | DeepSeek official sync; other providers use the verified official price catalog and manual configuration |
| Model & Plan adaptation guide | adaptation doc | Adaptation matrix for per-model billing and the 7 Coding Plan vendors, the auto-matching mechanism and price sources (中文) |
| Multi-provider billing | Settings / ledger | OpenAI, Anthropic, Google Gemini, Mistral and other providers with input/output, cache and reasoning-token pricing isolated by provider + model |
| Model-name auto-matching | Settings / ledger | Unknown model ids are matched against the price table: case/spaces/hyphens/dots and bracket annotations (e.g. (go)) are ignored — a normalized-equal or containing name hits (e.g. gpt5.6 luna(go)); router providers (opencode/zen etc.) search across all vendors; can be restricted to exact match, and unmatched models can be pinned to a specific entry in Settings |
| Extended price catalog | Settings → Extended price catalog | Built-in reference catalog grouped by vendor and model family (expandable; vendors collapsed by default); mount entries into billing with one click — mounted third-party models live inside the catalog and stay editable; a per-model “Show directly in Cost settings” toggle chooses which models (DeepSeek included) appear directly in the price table |
Bilingual UI
The plugin UI (session badge, sidebar balance row & budget box, and the entire Settings page) supports Simplified Chinese and English:
- Language options: Simplified Chinese / English / Follow browser (auto);
- Default is “Follow browser”: the browser language is auto-detected (
zh*→ Chinese, otherwise English), and the detected value is written back into the config so server-side messages (balance query, price sync, etc.) match the UI language; - Switch it under Settings → Cost → Display settings → Language — the whole plugin UI updates instantly and auto-saves; the section label in the Settings sidebar switches too (费用 / Cost);
- Server-generated notices (balance refresh, official price sync, config validation errors, …) are also output in the current language.
Screenshots & walkthrough
All screenshots were captured on a live DeepSeek Harness instance. They show the Chinese UI by default; the plugin UI itself is bilingual (Simplified Chinese / English) — switch to English under Settings → Cost → Display settings → Language.
Main page
Sidebar bottom (top to bottom: official balance → quota/budget box → settings button):

- The balance row shows the official open-platform total balance; hovering reveals the granted/topped-up split; with “Balance progress bar” enabled, both official and custom balances use the same three-segment box (blue = remaining, orange = today, gray = spent);
- With no budget enabled, that spot shows the “Today ¥x” badge.
Balance progress bar & custom provider settings:
| Sidebar progress bar + display settings | Custom provider balance panel |
|---|---|
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- Display settings → global “Balance progress bar” toggle; optional “Budget cap” overrides API
max_budget; - Settings → Cost → “Custom provider balance”: expand to edit URL / headers (JSON) / extract (JSON), bilingual names, and currency.
Quota / budget box — three states (OpenCode Go quota and the budget each toggle independently in the same rounded style; with both on they merge into one card — Go on top, budget below, thin divider, each keeps its own warning colors; the “box details” toggle collapses secondary rows to just label + used % + progress bar):
| Go quota only | Budget only | Merged |
|---|---|---|
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- The budget box shows “budget · used % · progress bar · today's cost & share of budget · used/limit”; ≥80% warning, ≥100% over-budget; rail mode narrows to a percentage tile;
- The peak/off-peak hours display shows UTC peak hours 01:00–04:00 and 06:00–10:00 with the current tier; the budget box and today's cost area show a compact one-line period strip — a thin orange/blue track with a marker line on the current period, and text on the right showing the current period plus the countdown to the next switch (refreshed every 30 seconds); no prices are shown; it can be disabled independently in Settings, and the “Peak period strip style” option switches between the Compact and Classic looks; collapsed rail mode shows the same design vertically with a short horizontal label (“Peak / Off-peak”) below — the countdown and full text appear on hover;
Peak/off-peak period strip & collapsed vertical progress bar:
| Settings peak panel (notice toggle / style switch / preview) | Settings bottom-right (dock) display & box details |
|---|---|
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Real captures from an actual DSH sidebar of the period strip and collapsed vertical bar (current looks), grouped by UI type (shown during peak hours):
Expanded — the budget box / today's cost area shows a one-line period strip:
| Compact | Classic |
|---|---|
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- Compact: thin orange/blue track with a marker line on the current period and a short caption, e.g. “Peak · Off-peak in 1h 40m”;
- Classic: same track and marker line with the full caption “Peak · Off-peak in HH:MM:SS” countdown (refreshed every 30 seconds); no prices are shown.
Collapsed (rail) — a vertical period bar stacked at the sidebar bottom, centered with the percentage squares:
| Compact | Classic |
|---|---|
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Compact: only the short horizontal label (“Peak / Off-peak”) below the vertical bar;
Classic: the full caption stacked vertically below the bar, including the countdown to the next switch; in both styles the full text is also available on hover.
The display follows the
peakNotice/peakEnabled/peakEffectiveAt/peakWindowsgates and uses the configured UTC peak windows;Settings → Cost → Peak/off-peak pricing includes an independent “Prominent notice during peak hours” toggle; turning it off hides both the expanded strip and the collapsed vertical bar;
The first image above is the Settings peak panel (notice toggle, style switch and live preview); see the grouped captures for the strip and collapsed vertical bar; the dock toggles and box-details switches are shown in the second image.
The Go box shows the main window's used % and progress bar (default rolling 5h; switchable to weekly/monthly in Display settings), with the other two windows and reset times in a row below:

Bottom-right (dock) quota / budget chips (enabled in Display settings; four independent toggles: 5h / weekly / monthly quota + budget used %):
| Corner chips in action | Display settings (where the toggles live) |
|---|---|
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Per-conversation cost (two positions, switchable in Settings):
| Below the composer | Session title bar |
|---|---|
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Left: this session ¥5.5939 · input 321K · cache 119M · output 235K; right: title-bar badge “cost ¥6.1606” (real session captures)

Settings → Cost
Overview (OpenCode Go quota → budget → balance → summary cards → today's sessions → history → display settings → price table → data & sync):

OpenCode Go quota panel (very top of the Settings page: three progress bars, main window highlighted, manual refresh; a neutral hint when there is no subscription, one-click disable):

Budget panel (including custom date ranges):

Balance panel (total/granted/topped-up + manual refresh):

Display settings (Go main window & key, corner chips, box details, …):

Summary cards:

Token usage stats (all-time totals + a Codex-style 26-week heat grid filling the settings width; translucent glass cells for unused days):

Today's sessions / history (input, cache and output tokens in separate columns):

Price table (off-peak / peak tiers, with input/output shorthand support, USD / 1M tokens):

Data & sync (instant auto-save of settings + official price sync + clear history):

Installation
Requirements: Node.js ≥ 20 + DeepSeek Harness (a version with the
dsh plugincommand;npm install -g @deepseek-ai/dsh).
One-click install (recommended)
npm package name (published to the npm registry, always tracks the latest version; no git needed):
dsh plugin --profile web add dsh-cost-meter
PowerShell one-click script (copy the whole line, paste, press Enter; pnpm is provisioned automatically, git is auto-detected — no clone needed; the install chain is pinned to the release tag v1.5.14 — review the script before running):
irm https://raw.githubusercontent.com/Han-1413141/dsh-cost-meter/v1.5.14/install.ps1 | iex
Or a plain command line (the machine must already have pnpm and git; also pinned to the tag):
dsh plugin --profile web add github:Han-1413141/dsh-cost-meter#v1.5.14
Without git, use the GitHub tag archive:
dsh plugin --profile web add https://github.com/Han-1413141/dsh-cost-meter/archive/refs/tags/v1.5.14.tar.gz
After installing, restart dsh web (plugin rows, the Typert manifest and the client bundle are all scanned at startup):
dsh web
Update / Uninstall
# update: re-run the new release's install.ps1 (the pinned tag inside it moves with the release)
dsh plugin --profile web remove dsh-cost-meter # uninstall
Local development
git clone https://github.com/Han-1413141/dsh-cost-meter.git
cd <parent directory of the clone>
dsh plugin --profile web add link:./dsh-cost-meter # symlink; edit lib/client.js, refresh the page, done
Billing rules
- Price units match the official docs: USD / 1M tokens;
- cost = cache-missed input × cache-miss + output × output + (cache read + cache write) × cache-hit (cache writes follow the legacy official rule and are billed at the hit price);
- Pure two-tier peak/off-peak pricing (the official scheme since 2026-08): peak hours (01:00–04:00, 06:00–10:00 UTC) bill at the peak price and all other hours at the off-peak price (off-peak = half of peak). The base tier equals the off-peak tier, and billing falls back to off-peak when peak/off-peak is disabled; the Settings page shows the live tier (peak / off-peak); the budget/today's cost area shows a peak/off-peak period strip (current/next period with countdown), and the collapsed rail shows a vertical peak/off-peak progress bar;
- Historical billing correctness: calls before 2026-08-16 16:00 UTC (the peak-era boundary) are billed at the base prices of that time, and later calls at the two-tier scheme;
- The ledger always stores amounts in USD; currency and FX rate only affect display (default 1 USD = 7.2 CNY, configurable);
- The session badge is billed exactly at the moment each call is made (host-exported per-call cost), just like daily/monthly/cumulative totals and the budget;
- Billing sources are the
usageblock of every model call (including sub-agents, compression, title generation and other auxiliary calls), matching the billable view; - Budget and over-budget warnings only warn — they never block calls.
Data storage
- Ledger:
$DSH_HOME/storages/cost-meter/ledger.json(atomic write + 2-second debounce; retained perhistoryDays, up to 200 per-session entries per day); - Every settings change is saved instantly and automatically (600 ms debounce) — no manual save needed;
- Delete the ledger file to reset everything, or use “Clear all history” in Settings.
Architecture
dsh-cost-meter
├── cordis.patch.yml # bundle patch: inserts the cost-meter row into the web profile
├── install.ps1 # one-click install/update script (irm … | iex)
├── .github/workflows/ # CI: install-smoke for the one-click install path
├── package.json # dsh.bundle patch declaration + dsh.client browser declaration
└── lib/
├── index.js # host plugin: llm/stream billing wrapper, costUsage session
│ # projection, costMeter service (hand-written typertRemote
│ # binding), balance lookup
├── pricing.js # official price table, official page HTML parsing, peak/off-peak math
├── store.js # ledger persistence & config management ($DSH_HOME/storages/cost-meter)
├── typert.host.js # ./typert export: Typert manifest (auto-registered by typert-loader)
└── client.js # ./client export: browser single-file bundle (badges/box/settings)
Data channels:
- Per-conversation cost: the host registers the
costUsagesession projection (pure token buckets, split per model); the browser reads it viauseProjection('costUsage')and prices it with the current price table; - Global ledger / budget / balance / config:
costMeter/getState | updateConfig | fetchPrices | refreshBalance | resetHistoryover the Typert gateway RPC (remote.costMeter.*); - Balance: calls the official
GET {baseURL}/user/balance, reusing the same API key as model requests (credential service / env var), with an in-process cache expiring perrefreshMinutes.
The plugin never imports cordis/dsh Service/Context runtime classes (only Node builtins, zod, and pure functions from dsh-home-paths and dsh-credentials), so it shares one runtime instance with the host with no duplicated dependency risk.
How official price sync works
fetchPrices fetches the official pricing page (Docusaurus server-side pre-rendered) and parses:
- the base price table (transposed layout: first row MODEL + model ids, price labels followed by the prices);
- the peak/off-peak price table (two rows per model: OFF-PEAK / PEAK);
- the effective time (“take effect at …”) and the peak-hour windows (“Peak hours are …”).
The parsed result is written into the price table and persisted; if the page structure changes, sync reports an error and keeps the previous prices, with manual editing as a fallback.
AI price sync
docs/AI-PRICE-SYNC-PROMPT.en.md (English) and docs/AI-PRICE-SYNC-PROMPT.md (中文) provide prompts you can copy straight into any AI: the AI reads the official pricing on its own → outputs per-model, time-of-day (base/off-peak/peak + effective time) price JSON → you review and apply it (Settings page / RPC / file — pick one). Handy when the official prices change.
Development & verification
corepack pnpm install # dependencies
node --check lib/index.js && node --check lib/pricing.js \
&& node --check lib/store.js && node --check lib/typert.host.js \
&& node --check lib/client.js # syntax checks
node test/verify.mjs # pure-module verification (parsing/billing/ledger/config)
node test/mock-balance.mjs # (optional) local balance API mock: 3101
dsh --profile web --dump-config # composition-tree check
dsh --profile web --port 3099 # real startup (watch logs and the UI)
Known limitations
- Official-page parsing depends on the current page structure; after a redesign, “Sync prices from official docs” fails — edit the price table manually as a fallback;
- The session badge is estimated at the current price tier; exact figures come from the ledger;
- Price sync overwrites the same-named models listed on the official page; custom model entries are unaffected;
- Balance lookup needs network access to api.deepseek.com and a valid API key; the API key is only ever sent to the official domain (if baseURL points at a non-official host, balance queries refuse to run — model requests are unaffected);
- The OpenCode Go quota endpoint is the official opencode.ai endpoint (community-documented); if its response shape changes, the Settings page shows an error and the display can be turned off in Display settings;
- A restart of
dsh webis required after installing/updating the plugin.
Update history
A per-version overview and the community-issue resolution log live in docs/UPDATE-HISTORY.md (中文); the itemized changelog is CHANGELOG.md.
License
MIT © 2026 dsh-cost-meter contributors













