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AI coding tool token analytics powered by DuckDB

Project description

clanker-analytics

Token usage analytics for AI coding tools. Reads local session logs and shows per-project breakdowns using DuckDB.

Supports Claude Code, Codex, and Gemini CLI.

Install

uv tool install clanker-analytics

Or run without installing:

uvx clanker-analytics

Usage

clanker-analytics                        # ranked by project (default)
clanker-analytics --since 24h            # last 24 hours (also: 7d, 2w, 2026-03-01)
clanker-analytics --by date              # daily totals
clanker-analytics --by model             # per-model breakdown
clanker-analytics --by session           # per-session breakdown
clanker-analytics --tool claude          # Claude Code only
clanker-analytics --tool codex           # Codex only
clanker-analytics --tool gemini          # Gemini CLI only
clanker-analytics --chart                # generate PNG chart
clanker-analytics --share                # generate chart + open X compose
clanker-analytics --refresh              # force cache rebuild
clanker-analytics --sql "SELECT ..."     # custom SQL against 'tokens' table

How it works

DuckDB reads session logs directly from ~/.claude/projects/, ~/.codex/sessions/, and ~/.gemini/tmp/ — no Python JSON parsing. Results are cached to ~/.cache/clanker-analytics/tokens.parquet (ZSTD compressed) and auto-invalidated when source files change.

Columns

  • total — all tokens processed (input + output + cache write + cache read)
  • billable — total minus the 90% cache read discount
  • output — output tokens only
  • cache — cache read hits as % of input tokens
  • api_cost — estimated cost at API rates

API cost calculation

The api_cost and billable columns use published API pricing. Cache reads are 0.1x the input token price for all three providers:

Input Cache read Cache write Output
Claude Sonnet $3/MTok $0.30/MTok $3.75/MTok $15/MTok
Claude Opus $5/MTok $0.50/MTok $6.25/MTok $25/MTok
GPT-5 $1.25/MTok $0.125/MTok (auto) $10/MTok
Gemini 2.5 Pro $1.25/MTok $0.315/MTok (auto) $10/MTok

Sources: Anthropic pricing, OpenAI pricing, Google AI pricing

Chart colors

Brand colors used in --chart / --share output:

Tool Color Source
Claude Code #d97757 Anthropic brand guidelines
Codex #10a37f OpenAI brand
Gemini #4285f4 Google brand

Requirements

Python 3.13+, DuckDB 1.5+, matplotlib 3.9+.

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