assaio

Offline-first analytics showing which projects turn AI coding spend into shipped code.

PlatformWebfreeglobal

assaio is an offline-first analytics tool that shows which projects are turning AI coding assistant spend into shipped code, across Claude Code, Codex CLI, Gemini CLI, Copilot CLI, and Cline. It computes reproducible cost-per-project figures from local session logs, retaining history past each tool's own limits, and offers a self-hosted team server for pseudonymous aggregation. It's built for engineering teams who want to evaluate AI coding tool spend across vendors rather than trusting each tool's own siloed stats.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of assaio - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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