Know what your Claude Code sessions actually produce. Qualito scores every session, detects regressions, and tells you what to change — so you get better at working with AI, not just spending on it.
One developer tracked 147 decision points across 23 sessions. Found 25% of time lost to context re-establishment. Another lost $234 from a single missed magic number.
Cost tracking tells you what you spent. Qualito tells you why — and what to change.
Every session, scored 0–100
Your AI sessions are no longer a black box. See which ones delivered and which went in circles.
Stop debating. Test it.
Does your 2,500-line CLAUDE.md actually help? Run both approaches for a week. Qualito tells you which one wins — with statistical significance, not vibes.
Catch regressions before they cost you
Qualito auto-detects when your session quality drops — cost spikes, error loops, declining scores. You get alerted, not surprised.
See what you actually do
Qualito classifies your sessions by task type and surfaces patterns. Find out that your code reviews score 0.84 but your refactors score 0.52.
Ask Claude about your quality
Add one line to your config. Ask “how am I doing?” Claude analyzes your sessions and tells you — right where you work.
All your projects, one command
Qualito scans every Claude Code project on your machine. No per-project setup. Import everything in under 2 minutes.
Run controlled experiments on your AI workflows. Qualito tracks the results with real statistics.
Statistical significance: p = 0.003 (Wilcoxon test)
Switching to Strategy A saves $43/month
Score every session. See where quality drops. Know your cost per run.
Available nowRun experiments. Test your prompting strategies. Apply what works.
Available nowQualito learns what works for you and suggests changes automatically. Productive friction, not a black box.
Coming Q3 2026Register, copy one command, done. Your sessions sync to qualito.ai where you can track trends across all projects.
Create Account →Full control over what to import. Run the setup wizard, pick your projects, and get scores in your terminal.
uvx qualito setupAsk Claude about your quality. Add the MCP server to your editor and get DQI insights inline as you code.
uvx qualito-mcpSee it.
uvx qualito setup
Free for 100 runs/month. No credit card required.