vioscaleAI
Comparison

Apache SkyWalking vs Lumigo

No clear leader: Lumigo (55.3) and Apache SkyWalking (52.9) 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.

Apache SkyWalking full profile →Lumigo full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Apache SkyWalking53
Lumigo55
Score
vioscaleAI score
Apache SkyWalking53 / 100medium · 55%
Lumigo55 / 100medium · 73%
Pricing
Free tier
Apache SkyWalking✓
Lumigo✓
Model
Apache SkyWalkingopen_source
Lumigofree
Price level
Apache SkyWalkingfree
Lumigofree
Transparent
Apache SkyWalking✓
Lumigo✗
Integrations
Count
Apache SkyWalking18
Lumigo8
Security
Gdpr
Apache SkyWalking–
Lumigo✓
Hipaa
Apache SkyWalking–
Lumigo✓
Scorecard
Apache SkyWalking7
Lumigo–
Soc2
Apache SkyWalking–
Lumigo✓
Trust center
Vulnerabilities
Reliability
Status page
Apache SkyWalking–
Lumigo✓
Adoption
Dependent repos
Apache SkyWalking106
Lumigo–
Github stars
Apache SkyWalking24,968
Lumigo–
Activity
Commits last 30d
Apache SkyWalking21
Lumigo–
Release
Cadence days
Apache SkyWalking93
Lumigo–
History
Apache SkyWalking20 items
Lumigo–
License
Spdx
Apache SkyWalkingApache-2.0
Lumigo–
Language
Primary
Apache SkyWalkingJava
Lumigo–
Content
Faq
Apache SkyWalking6 items
Lumigo6 items

Capabilities

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

Instrumentation
Auto-instrumentation
Apache SkyWalking✓
Lumigo✓
Distributed tracing
Apache SkyWalking✓
Lumigo✓
Insight
Service map
Apache SkyWalking✓
Lumigo✓
Code / continuous profiling
Apache SkyWalking✓
Lumigo-
Database monitoring
Apache SkyWalking✓
Lumigo-
Error analytics
Apache SkyWalking✓
Lumigo✓
Real-user monitoring
Apache SkyWalking✓
Lumigo-
SLO / error-budget tracking
Apache SkyWalking-
Lumigo-
Intelligence
Anomaly / root-cause AI
Apache SkyWalking✓
Lumigo✓
Standards
OpenTelemetry support
Apache SkyWalkingOTLP ingest
LumigoOTel-native
Core
Language agents
Apache SkyWalking10+ language agents supported
LumigoPython, Node.js, Java, Go
Deployment
Hosting
Apache SkyWalkingCloud + self-hosted
LumigoCloud + self-hosted

What each one is

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

Apache SkyWalking

An open-source system for monitoring and analyzing distributed applications with comprehensive tracing, service topology visualization, and multi-signal observability for microservices and AI workloads.

Independently observed

Lumigo

Lumigo provides observability for cloud-native and serverless applications. It offers distributed tracing, automated error detection, real-time monitoring, and microservices insights to help developers quickly identify and resolve performance and reliability issues.

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

Open source
as of verify ↗

Lumigo

from $119/moSubscriptionFree tier14-day trial

From $99/mo (annual). Free tier with 150k traces/mo. 14-day free trial.

  • BasicFree
    • 150k Traces/mo
    • 14 Day Trace Retention
    • 5GB/mo Logs
    • 3 Days Log Retention
    • 5GB/mo Metrics
    • +3 more
  • Standard$99/mo annual, $119/mo monthly
    • 1M Traces/mo
    • 14 Day Trace Retention
    • 40GB/mo Logs
    • 7 Days Log Retention
    • 40GB/mo Metrics
    • +4 more
  • Plus$299/mo annual, $359/mo monthly
    • 5M Traces/mo
    • 14 Day Trace Retention
    • 100GB/mo Logs
    • 30 Days Log Retention
    • 100GB/mo Metrics
    • +4 more
  • CustomContact sales
    • Custom Traces
    • Custom Trace Retention
    • Custom Log Volume
    • Custom Log Retention
    • Custom Metrics
    • +9 more
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✓
Lumigo✓
Linux
Apache SkyWalking✓
Lumigo✗
CLI
Apache SkyWalking✓
Lumigo✗
Deployment
Cloud / SaaS
Apache SkyWalking✓
Lumigo✓
Self-hosted
Apache SkyWalking✓
Lumigo✗

Integrations

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

In common (2)
  • OpenTelemetry
  • Kubernetes

Apache SkyWalking

33 total - 31 not shared
  • Apache APISIX
  • Grafana
  • OpenTelemetry Collector
  • Amazon Bedrock
  • OpenAI
  • WeChat Mini Program
  • Alipay Mini Program
  • Kafka
  • MySQL
  • PostgreSQL
  • Redis
  • Envoy
  • DeepSeek
  • Claude Sonnet
  • Zipkin
  • Prometheus
  • Zabbix
  • Fluentd
  • Flink
  • Kong
  • Apache RocketMQ
  • Apache ActiveMQ
  • Pulsar
  • ClickHouse
  • +7 more
Independently observed

Lumigo

11 total - 9 not shared
  • AWS
  • Serverless Framework
  • CircleCI
  • Slack
  • PagerDuty
  • AWS Lambda
  • Amazon ECS
  • AWS CDK
  • AWS CloudWatch
Independently observed
Still deciding?

Apache SkyWalking or Lumigo: 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.