Koalr vs Jellyfish
Jellyfish is built for executive reporting at enterprise scale. Koalr adds what Jellyfish cannot offer: pre-merge deploy risk prediction, test coverage integration, Linear support, and a true AI chat interface — at half the price, with no enterprise sales process.
Jellyfish starts at $50+/user/month and requires an enterprise sales conversation.
Koalr starts at $25/user/month with self-serve signup — no sales call required.
Where Koalr wins
Four capabilities Jellyfish does not offer at any price point.
Deploy Risk Prediction
Koalr scores every PR 0–100 across 32 signals before you merge. Jellyfish tracks metrics after deploys happen — it has no predictive risk model to prevent incidents before they occur.
Test Coverage Integration
Koalr integrates with Codecov and SonarCloud, using coverage delta as a deploy risk signal. Jellyfish has no test coverage integration — there is no way to know if a deploy is risky because tests are missing.
Linear Integration
Koalr supports Linear natively alongside Jira. Jellyfish is Jira-only — a growing problem as more engineering teams move to Linear as their project tracker.
AI Chat with Live Data
Ask Koalr questions about your PRs, deployments, incidents, and team metrics in natural language. Jellyfish has no LLM chat interface — only pre-built executive dashboards.
Full feature comparison
✓ = available ✗ = not available ⚠ = partial / limited
Where Jellyfish shines
Honest assessment — Jellyfish does some things well, especially at enterprise scale.
Executive-level reporting
Jellyfish's executive dashboards and engineering org charts are best-in-class for CTO and VP-level reporting. It is purpose-built for leadership visibility at scale.
Investment allocation tracking
Jellyfish's investment reporting — showing how engineering effort maps to business initiatives — is a mature, well-regarded feature for enterprise finance alignment.
PagerDuty integration
Jellyfish has solid PagerDuty integration for incident correlation. Koalr also integrates with PagerDuty natively, plus adds OpsGenie support that Jellyfish lacks.
Pricing comparison
Koalr
Self-serve — no sales call required
- ✓Deploy risk prediction (32 signals)
- ✓AI chat with live engineering data
- ✓Linear + Jira + GitHub
- ✓PagerDuty + OpsGenie integration
- ✓Test coverage integration
- ✓14-day free trial, no credit card required
Jellyfish
Enterprise only — sales call required
- ✓DORA metrics & executive reporting
- ✓Investment allocation & org charts
- ✓PagerDuty integration
- ✗No Linear integration
- ✗No deploy risk prediction
- ✗No AI chat
Half the price. Twice the capability.
Koalr gives you everything Jellyfish offers plus deploy risk prediction, test coverage, Linear, OpsGenie, and AI chat — for $25/user/month with self-serve signup.