Comparison

Glowroot vs Skylight

No clear leader: Skylight (53.9) and Glowroot (50.1) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Glowroot50
Skylight54
Score
vioscaleAI score
Glowroot50 / 100medium · 53%
Skylight54 / 100low · 49%
Pricing
Free tier
Glowroot✓
Skylight✓
Model
Glowrootopen_source
Skylightfree
Price level
Glowrootfree
Skylightfree
Transparent
Glowroot✓
Skylight✗
Integrations
Count
Glowroot50
Skylight7
Reliability
Status page
Glowroot✓
Skylight✓
Adoption
Dependent repos
Glowroot13
Skylight–
Github stars
Glowroot1,358
Skylight–
Activity
Commits last 30d
Glowroot10
Skylight–
Release
Cadence days
Glowroot27
Skylight–
History
Glowroot20 items
Skylight–
License
Spdx
GlowrootApache-2.0
Skylight–
Language
Primary
GlowrootJava
Skylight–
Market
Availability
Content
Faq
Glowroot6 items
Skylight7 items

Capabilities

Feature-by-feature on the axes that matter for apm tools. “-” means undocumented, not absent.

Instrumentation
Auto-instrumentation
Glowroot✓
Skylight✓
Distributed tracing
Glowroot✓
Skylight-
Insight
Service map
Glowroot-
Skylight-
Code / continuous profiling
Glowroot✓
Skylight✓
Database monitoring
Glowroot✓
Skylight✓
Error analytics
Glowroot✓
Skylight✓
Real-user monitoring
Glowroot-
Skylight✗
SLO / error-budget tracking
Glowroot-
Skylight-
Intelligence
Anomaly / root-cause AI
Glowroot-
Skylight✓
Standards
OpenTelemetry support
GlowrootNone
Skylight-
Core
Language agents
GlowrootJava
SkylightRuby, Rails, Sinatra, Grape
Deployment
Hosting
GlowrootSelf-hosted only
SkylightCloud only

What each one is

The product in its own terms, so the numbers below have context.

Glowroot

A lightweight APM solution for Java applications that helps identify performance bottlenecks and understand application behavior with low overhead and straightforward deployment options.

Independently observed

Skylight

A service that tracks how Ruby applications perform in production, showing developers where their code spends time and what changes affect response speeds, with tools to spot slow endpoints and prevent performance regressions.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Glowroot

Open sourceFree tier

Open source, free

as of verify ↗

Skylight

from $20/moHybridFree tier30-day trial

Free tier with 100,000 monthly traces; paid tiers starting at $20/month

  • FreeFree
  • Pay-as-you-goStarting at $20/month
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Glowroot✓
Skylight✓
Deployment
Cloud / SaaS
Glowroot✗
Skylight✓
Self-hosted
Glowroot✓
Skylight✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Glowroot

39 total
  • Apache Camel
  • Cassandra
  • EJB
  • Elasticsearch
  • Grails
  • Hibernate
  • Apache HttpClient
  • Apache HttpAsyncClient
  • AsyncHttpClient
  • OkHttp
  • JavaMail
  • JAX-RS
  • JAX-WS
  • JDBC
  • JMS
  • JSF
  • JSP
  • Kafka
  • JUL
  • Log4j
  • Logback
  • MongoDB
  • Netty
  • Play Framework
  • +15 more
Independently observed

Skylight

9 total
  • Sidekiq
  • DelayedJob
  • ActiveJob
  • Sinatra
  • Grape
  • GraphQL
  • MCP
  • GitHub
  • Rails
Independently observed
Still deciding?

Glowroot or Skylight: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.