Single-millisecond statistics across millions of player events. Balance changes informed by data you actually trust. Esports orgs, live-service teams, indie balance-testers.
Player telemetry at the latency of intuition. Pandas takes 30 minutes for one stat over a million-row session log; Lab returns the same answer in single digits of milliseconds. Balance decisions stop being guesswork. The math is reproducible by anyone; the data lives on your hardware; the receipts are signed.
Four outcomes the engine produces by design.
Mean, percentile, distribution, cohort — on a million player events — faster than your dashboard renders.
Every stat carries a signed receipt. Your design lead, your tax accountant, and your investors can all verify the numbers without trusting Kr0n0z.
Pre-built analyses for engagement curves, churn cohorts, weapon balance, build diversity, match length distributions, esports practice review.
No cloud spend, no per-event pricing. The Lab runs on the hardware you already pay for.
| Tool | Cost | What Lab adds |
|---|---|---|
| Custom Pandas + Jupyter | $0 + 30 min waits | Single-millisecond same-question, signed receipts, balance shipped on Monday not Friday |
| Cloud analytics SaaS | $200–$2,000/mo | 5–50x cheaper, runs on your hardware, no per-event tax, no data exfiltration |
| In-engine analytics plugin | $50–$500/mo | Cross-engine, math you can verify, queryable across all your titles at once |
| Nothing — gut feeling | $0 | Numbers your design team agrees with, math your QA team can reproduce |
