Comparison

Apache SkyWalking vs Parca

On the evidence we track, Apache SkyWalking leads this comparison with a composite score of 53/100. 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
Apache SkyWalking53
Parca39
Score
Vioscale score
Apache SkyWalking53 / 100medium · 54%
Parca39 / 100medium · 54%
Pricing
Free tier
Apache SkyWalking
Parca
Model
Apache SkyWalkingopen_source
Price level
Apache SkyWalkingfree
Parcafree
Transparent
Apache SkyWalking
Parca
Integrations
Count
Apache SkyWalking14
Parca1
Adoption
Dependent repos
Apache SkyWalking106
Parca40
Github stars
Apache SkyWalking24,930
Parca4,951
Activity
Commits last 30d
Apache SkyWalking20
Parca16
Release
Cadence days
Apache SkyWalking89
Parca71
History
Apache SkyWalking20 items
License
Spdx
Apache SkyWalkingApache-2.0
Language
Primary
Apache SkyWalkingJava

Capabilities

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

Instrumentation
Auto-instrumentation
Apache SkyWalking
Parca
Distributed tracing
Apache SkyWalking
Parca-
Insight
Service map
Apache SkyWalking
Parca-
Code / continuous profiling
Apache SkyWalking
Parca
Database monitoring
Apache SkyWalking
Parca-
Error analytics
Apache SkyWalking
Parca-
Real-user monitoring
Apache SkyWalking
Parca-
SLO / error-budget tracking
Apache SkyWalking-
Parca-
Intelligence
Anomaly / root-cause AI
Apache SkyWalking
Parca-
Standards
OpenTelemetry support
Apache SkyWalkingOTLP ingest
ParcaNone
Core
Language agents
Apache SkyWalking10+ language agents supported
ParcaC, C++, Rust, Go, and more
Deployment
Hosting
Apache SkyWalkingCloud + self-hosted
ParcaSelf-hosted only

What each one is

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

Apache SkyWalking

Leader

An open-source observability platform combining distributed tracing, metrics, logs, and profiling in one interface. Provides automatic instrumentation across 10+ languages, interactive service topology visualization, database monitoring, and an AI assistant for answering observability questions in natural language.

Independently observed

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

Pricing

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

Apache SkyWalking

Leader
Open sourceFree tier
as of verify ↗

Parca

Open source
as of verify ↗

Platform & deployment

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

Platforms
Web
Apache SkyWalking
Parca
Linux
Apache SkyWalking
Parca
CLI
Apache SkyWalking
Parca
Deployment
Cloud / SaaS
Apache SkyWalking
Parca
Self-hosted
Apache SkyWalking
Parca

Integrations

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

Apache SkyWalking

Leader
14 total
  • Apache APISIX
  • Grafana
  • OpenTelemetry Collector
  • Amazon Bedrock
  • OpenAI
  • WeChat Mini Program
  • Alipay Mini Program
  • Kafka
  • MySQL
  • PostgreSQL
  • Redis
  • Envoy
  • DeepSeek
  • Claude Sonnet
Independently observed

Parca

1 total
  • Kubernetes
Independently observed

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