Apache SkyWalking vs Pyroscope
On the evidence we track, Pyroscope leads this comparison with a composite score of 62/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for apm tools. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Apache SkyWalking
An open-source application monitoring system for distributed cloud-native architectures that aggregates tracing, metrics, logs, and profiling data from multiple services. Includes automatic language instrumentation, kernel-level monitoring via eBPF, machine learning-based anomaly detection, and LLM observability.
Pyroscope
LeaderObservability service providing visibility into infrastructure usage and costs, including tracking of artificial intelligence tool consumption for billing purposes.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Pyroscope
LeaderFree tier with $0 cost. Pro from $19/month + usage. Enterprise from $25,000/year.
- FreeFree
- All Grafana Cloud services with limited usage
- Community support
- 14 days retention for metrics, logs, traces, profiles, & k6 performance tests
- ProFrom $19/month + usage with volume discounts
- Pay as you go above Free tier
- 8×5 email support
- 13 months retention for metrics; 30 days retention for logs, traces, profiles, & k6 performance tests
- EnterpriseContact sales
- Premium support
- Custom retention
- Deployment flexibility (Public Cloud, Federal Cloud, Bring Your Own Cloud)
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- Grafana
Apache SkyWalking
- Apache APISIX
- OpenTelemetry Collector
- Amazon Bedrock
- OpenAI
- WeChat Mini Program
- Alipay Mini Program
- Kafka
- MySQL
- PostgreSQL
- Redis
- Envoy
- DeepSeek
- Claude Sonnet
- Zipkin
- OpenTelemetry
- Prometheus
- Zabbix
- Fluentd
- Flink
- Kong
- Apache RocketMQ
- Apache ActiveMQ
- Pulsar
- ClickHouse
- +6 more
Pyroscope
Leader- Grafana
Apache SkyWalking or Pyroscope: 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.