tokenwise

See exactly where your Claude tokens go — and stop wasting them.

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Security

tokenwise makes zero network calls. It only reads Claude Code's local logs. Audit it in 5 minutes.

This tool reads sensitive data (your Claude session logs). Here is exactly what it does and does not do:

Guarantee	How it's enforced
No network calls	Runtime assertion checks sys.modules at startup; grep CI check
Read-only on ~/.claude/	Only open(path, 'r') touches that directory; unit tested
No eval / exec / pickle / subprocess	Grep CI check on every push
No telemetry or "phone home"	See above — no network stack imported
Cache stored with 0o700 / 0o600 perms	Enforced in storage.py
JSON-only serialization	No pickle, no exec of user-controlled data

Audit it yourself — paste these into your terminal after cloning:

# Should return nothing (no network imports)
grep -rE "import (requests|urllib|httpx|socket|http\.client)" src/

# Should return nothing (no code execution)
grep -rE "\b(eval|exec|pickle|subprocess|os\.system)\b" src/

# Should return nothing (no writes to the Claude log directory)
grep -rE 'open\(.*["\'][wa+]' src/

# Confirm all file reads go through our safe_path() check
grep -rn "safe_path" src/tokenwise/

See THREAT_MODEL.md for the full analysis.

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What is tokenwise?

tokenwise reads your local Claude Code logs (~/.claude/projects/) and gives you a beautiful terminal breakdown of exactly how many tokens you've burned — by project, session, and day — with cost estimates and waste warnings.

Zero cloud sync. Zero telemetry. Pure read-only.

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Features

• Live dashboard — real-time token + cost view across all projects
• Daily / weekly reports — tokenwise today, tokenwise week
• Per-project drill-down — tokenwise project <name>
• Waste detector — tokenwise waste flags sessions with huge context for tiny output
• CSV export — tokenwise export --csv
• Cache-aware cost — distinguishes input, output, cache-write, and cache-read pricing
• Works offline, reads logs directly — no API key needed

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Install

pip install tokenwise-cli

Or with pipx (recommended for CLI tools):

pipx install tokenwise-cli

Requirements

Python 3.10 or later is required. Check your version:

python3 --version

Development setup (for contributors):

git clone https://github.com/S0umith29/tokenwise.git
cd tokenwise
python3.13 -m venv .venv          # or python3.10 / 3.11 / 3.12
source .venv/bin/activate
pip install -e ".[dev]"
make verify                        # runs tests + all security checks

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Quickstart

# Live dashboard (updates every 5 seconds)
tokenwise

# Today's usage
tokenwise today

# Last 7 days
tokenwise week

# Drill into a project
tokenwise project myapp

# Find wasteful sessions
tokenwise waste

# Export raw data
tokenwise export --csv > usage.csv

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How it works

Claude Code writes JSONL logs to ~/.claude/projects/<project-slug>/<session-id>.jsonl. Each assistant message includes a usage object with input_tokens, output_tokens, cache_creation_input_tokens, and cache_read_input_tokens. tokenwise parses these, applies current Anthropic pricing, and aggregates the results.

Parsed data is cached in ~/.tokenwise/cache.json (permissions 0o600) so repeated runs are instant.

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Contributing

See CONTRIBUTING.md.

Pricing data lives in src/tokenwise/pricing.py. If Anthropic updates their prices, PRs to update that file are very welcome.

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License

MIT © Sowmith Kuppa