Koalr vs Sleuth
Sleuth is a dedicated DORA metrics platform built specifically for measuring deployment frequency, lead time, CFR, and MTTR. It does one thing well. Koalr does DORA — plus pre-merge deploy risk prediction, LLM chat, CODEOWNERS governance, and AI adoption tracking that Sleuth has never built.
Feature comparison
| Feature | Koalr | Sleuth |
|---|---|---|
| Deploy risk prediction (pre-merge) | ✅ | ❌ |
| LLM chat on live engineering data | ✅ | ❌ |
| CODEOWNERS sync + enforcement | ✅ | ❌ |
| Coverage-risk correlation | ✅ | ❌ |
| DORA metrics | ✅ | ✅ |
| AI tool adoption tracking (Copilot/Cursor) | ✅ | ❌ |
| Incident correlation | ✅ | ✅ |
| Deployment platform connectors (10+) | ✅ | ✅ |
| Free tier | ✅ | ✅ |
| Open API / webhooks out | ✅ | ✅ |
✅ Full support · ⚠️ Partial / limited · ❌ Not available
3 reasons teams switch from Sleuth to Koalr
DORA + deploy risk — Sleuth only has DORA
Sleuth measures your DORA metrics accurately. But knowing your CFR is 12% tells you nothing about which PRs are about to fail. Koalr adds the missing layer: 32-signal pre-merge risk scoring that predicts which deployments will cause incidents before they merge.
AI chat on your engineering data
Koalr's LLM chat interface answers engineering questions in natural language — 'Which team has the worst lead time this sprint?' Sleuth has dashboards and charts but no conversational interface. You have to know what metric to look at before you can find an answer.
CODEOWNERS governance — Sleuth has no code ownership features
Koalr automatically syncs CODEOWNERS, detects drift when engineers change teams, and enforces required reviews via GitHub Check Runs. Sleuth's feature set is DORA measurement only — there's no governance layer, no review enforcement, and no ownership drift detection.
Coverage-risk correlation — connecting test health to deploy safety
Koalr integrates Codecov and SonarCloud to use coverage delta on changed files as a deploy risk signal. Sleuth has no test coverage integration. A PR that drops coverage by 8% on a critical payment module looks identical to one that increases it — in Sleuth, both score the same.
Switching from Sleuth? We'll help you migrate.
Our team will walk you through setup, data migration, and getting your first risk scores in under an hour. No lengthy onboarding — just results.