Koalr vs LinearB
LinearB measures engineering velocity and cycle time well. Koalr adds the risk layer LinearB is missing: pre-merge deploy risk prediction, Linear integration, native PagerDuty and OpsGenie, and a true LLM chat interface on your live engineering data.
Where Koalr wins
Four capabilities LinearB does not offer at any price point.
Deploy Risk Prediction
Koalr scores every PR 0–100 across 36 research-validated signals before you merge. LinearB measures what happened after the fact — it has no predictive risk model.
Linear Integration
Koalr supports both Linear and Jira natively. LinearB is Jira-only — a significant gap for the growing number of teams using Linear as their project tracker.
PagerDuty & OpsGenie
Koalr integrates natively with PagerDuty and OpsGenie for real MTTR from incident data. LinearB has no incident platform integrations — MTTR must be proxied.
AI Chat with Live Data
Ask Koalr questions about your PRs, deployments, incidents, and team metrics in natural language. LinearB has no AI chat interface — only pre-built dashboards.
Full feature comparison
✓ = available ✗ = not available ⚠ = partial / limited
Where LinearB shines
Honest assessment — LinearB does some things well.
Investment distribution reporting
LinearB's investment distribution report — showing the split between features, bug fixes, and technical debt — is one of the best in the market for executive reporting. Koalr has equivalent functionality.
Engineering benchmarks
LinearB's Engineering Benchmarks report provides useful industry context for cycle time and PR throughput. Both platforms offer benchmarking, though LinearB has a longer data history.
Pricing comparison
Koalr
- ✓Deploy risk prediction (36 signals)
- ✓AI chat with live engineering data
- ✓Linear + Jira + GitHub
- ✓PagerDuty + OpsGenie integration
- ✓Test coverage integration (Codecov, SonarCloud)
- ✓14-day free trial, no credit card required
LinearB
- ✓DORA metrics & engineering velocity
- ✓Investment distribution report
- ✓Jira + GitHub integration
- ✗No Linear integration
- ✗No deploy risk prediction
- ✗No PagerDuty / OpsGenie
Same price. More platform. Less risk.
Koalr matches LinearB's price and adds deploy risk prediction, Linear integration, PagerDuty/OpsGenie, and AI chat. Connect GitHub and get your first risk scores in under 5 minutes.