Chaos Genius

ML-powered analytics engine for outlier detection and root cause analysis.

DecliningOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Verified · Jul 12, 2026

Overview

What is Chaos Genius?

Chaos Genius is an open-source ML platform that helps in detecting outliers and performing root cause analysis, making it easier to understand anomalies in data.

Key differentiator

Chaos Genius stands out by offering an open-source solution that allows users to deploy and customize their own ML models for outlier detection and root cause analysis.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Outlier detection using machine learning algorithmsmedium

Root cause analysis for anomalies in datamedium

Self-hosted deployment optionsmedium

Extensive documentation and community supportmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited documentation for advanced use caseshigh

Advanced features such as custom anomaly detection models are not well-documented

Performance issues with large datasetsmedium

Processing times increase exponentially with dataset size, impacting real-time analysis capabilities

Fit analysis

Who is it for?

✓ Best for

Data teams looking for a self-hosted solution for anomaly detection and root cause analysis

Organizations that require customizable ML models for outlier detection in their data pipelines

✕ Not a fit for

Teams needing real-time anomaly detection (Chaos Genius is more suited for batch processing)

Projects with very limited computational resources, as it requires a self-hosted environment

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with Chaos Genius

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →