Comparison

Parca vs Skylight

On the evidence we track, Skylight leads this comparison with a composite score of 57/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Parca41
Skylight57
Score
Vioscale score
Parca41 / 100medium · 54%
Skylight57 / 100low · 49%
Pricing
Free tier
Parca
Skylight
Model
Skylightfreemium
Price level
Parcafree
Skylightmid
Transparent
Parca
Skylight
Integrations
Count
Parca1
Skylight7
Reliability
Status page
Parca
Skylight
Adoption
Dependent repos
Parca40
Skylight
Github stars
Parca4,951
Skylight
Activity
Commits last 30d
Parca16
Skylight
Release
Cadence days
Parca71
Skylight
History
Skylight
License
Spdx
Skylight
Language
Primary
Skylight
Market
Availability

Capabilities

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

Instrumentation
Auto-instrumentation
Parca
Skylight
Distributed tracing
Parca-
Skylight-
Insight
Service map
Parca-
Skylight-
Code / continuous profiling
Parca
Skylight
Database monitoring
Parca-
Skylight
Error analytics
Parca-
Skylight
Real-user monitoring
Parca-
Skylight
SLO / error-budget tracking
Parca-
Skylight-
Intelligence
Anomaly / root-cause AI
Parca-
Skylight
Standards
OpenTelemetry support
ParcaNone
Skylight-
Core
Language agents
ParcaC, C++, Rust, Go, and more
SkylightRuby, Rails, Sinatra, Grape
Deployment
Hosting
ParcaSelf-hosted only
SkylightCloud only

What each one is

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

Parca

Open source continuous profiling platform for analyzing CPU, memory, and IO usage down to the line number across entire infrastructure using eBPF.

Independently observed

Skylight

Leader

Skylight visualizes performance data to help identify and fix bottlenecks in Ruby and Rails apps. It includes endpoint analysis, SQL profiling, deploy tracking, and background job monitoring.

Independently observed

Pricing

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

Parca

Open source
as of verify ↗

Skylight

Leader
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
Parca
Skylight
Linux
Parca
Skylight
CLI
Parca
Skylight
Deployment
Cloud / SaaS
Parca
Skylight
Self-hosted
Parca
Skylight

Integrations

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

Parca

1 total
  • Kubernetes
Independently observed

Skylight

Leader
7 total
  • Sidekiq
  • DelayedJob
  • ActiveJob
  • Sinatra
  • Grape
  • GraphQL
  • MCP
Independently observed

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