feat: add per-user model cost dashboard - #174
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- Capture exact, upstream, and estimated LiteLLM costs - Aggregate idempotent cumulative and UTC-month ledger totals - Add dashboard cost metrics and regression coverage
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What
Add provider-aware model cost tracking and dashboard visibility by user, session, and trace.
Why
OpenRouter BYOK responses can still expose usage cost, but Blacki previously retained token counts without monetary cost fields. This adds exact/provider and clearly labeled estimated cost reporting without storing prompts, responses, or tool arguments.
How
usage.cost, upstream inference cost, LiteLLM estimates, and token usage at the LiteLLM boundary.BLACKI_COST_LEDGER_PATHand distinguish unavailable historical records from zero.Tests
uv run ruff formatuv run ruff checkuv run mypy .uv run pytest --cov=src --cov-report=term-missing(1,633 passed, 1 skipped, 100.00% coverage)npm run buildnode --check src/blacki/dashboard/static/dashboard.jsRelated Issues