# Apache SkyWalking vs Dynatrace

| Attribute | Apache SkyWalking | Dynatrace |
|---|---|---|
| **vioscaleAI score** | 52.9 (55% (medium)) | 56.8 (39% (low)) |
| activity.commits_last_30d | 21 | - |
| adoption.dependent_repos | 106 | - |
| adoption.github_stars | 24,968 | - |
| content.faq | `[{"answer":"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. It is indexed under APM Tools.","source":"https://skywalking.apache.org/","question":"What is Apache SkyWalking?","confidence":0.6},{"answer":"Apache SkyWalking is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://skywalking.apache.org/","question":"Is Apache SkyWalking free to use?","confidence":0.6},{"answer":"Apache SkyWalking supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://skywalking.apache.org/","question":"What platforms does Apache SkyWalking support?","confidence":0.6},{"answer":"Yes. Apache SkyWalking can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://skywalking.apache.org/","question":"Can Apache SkyWalking be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Apache SkyWalking, including Apache APISIX, Grafana, OpenTelemetry Collector, Amazon Bedrock, OpenAI, WeChat Mini Program, Alipay Mini Program and Kafka, plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://skywalking.apache.org/","question":"What does Apache SkyWalking integrate with?","confidence":0.6},{"answer":"Yes. Apache SkyWalking is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/apache/skywalking","question":"Is Apache SkyWalking open source?","confidence":0.95}]` | `[{"answer":"A monitoring and observability platform that uses artificial intelligence to provide application performance insights, distributed tracing, security threat detection, and automated incident response across cloud and enterprise environments. It is indexed under APM Tools.","source":"https://www.dynatrace.com/","question":"What is Dynatrace?","confidence":0.6},{"answer":"Dynatrace offers a free tier, so you can start without paying. Paid plans start at $0.00 per pod-hour per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://www.dynatrace.com/","question":"Is Dynatrace free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Dynatrace. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.dynatrace.com/","question":"What platforms does Dynatrace support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Dynatrace, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.dynatrace.com/","question":"Can Dynatrace be self-hosted?","confidence":0.6},{"answer":"We have confirmed 9 integrations for Dynatrace, including Apigee, Flagsmith, Cursor, VSCode, JetBrains, Google Cloud Platform, AbuseIPDB and Google App Engine, plus 1 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.dynatrace.com/","question":"What does Dynatrace integrate with?","confidence":0.6}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | 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. | Dynatrace is an observability platform that collects and analyzes logs, metrics, and traces from applications and infrastructure. It offers pre-built applications for security investigations, compliance management, and developer debugging, with a data lakehouse called Grail for unified data storage and analysis. |
| features.capabilities | `{"rum":true,"hosting":"both","languages":"10+ language agents supported","service_map":true,"otel_support":"ingest","db_monitoring":true,"code_profiling":true,"error_analytics":true,"anomaly_detection":true,"distributed_tracing":true,"auto_instrumentation":true}` | `{"rum":true,"hosting":"cloud","service_map":true,"otel_support":"ingest","code_profiling":true,"error_analytics":true,"anomaly_detection":true,"distributed_tracing":true,"auto_instrumentation":true}` |
| integrations.count | 18 | 2 |
| integrations.list | `[{"name":"Apache APISIX"},{"name":"Grafana"},{"name":"OpenTelemetry Collector"},{"name":"Amazon Bedrock"},{"name":"OpenAI"},{"name":"WeChat Mini Program"},{"name":"Alipay Mini Program"},{"name":"Kafka"},{"name":"MySQL"},{"name":"PostgreSQL"},{"name":"Redis"},{"name":"Envoy"},{"name":"DeepSeek"},{"name":"Claude Sonnet"},{"name":"Zipkin","direction":"inbound"},{"name":"OpenTelemetry","direction":"inbound"},{"name":"Prometheus","direction":"inbound"},{"name":"Zabbix","direction":"inbound"},{"name":"Fluentd","direction":"inbound"},{"name":"Flink","native":true},{"name":"Kong","native":true},{"name":"Apache RocketMQ","native":true},{"name":"Apache ActiveMQ","native":true},{"name":"Pulsar","native":true},{"name":"ClickHouse","native":true},{"name":"MongoDB","native":true},{"name":"Nginx","native":true},{"name":"Kubernetes","native":true},{"name":"Cilium","native":true},{"name":"BookKeeper","native":true},{"name":"ChatGPT","direction":"bidirectional"},{"name":"Telegraf","native":true,"category":"metrics"},{"name":"Apache Pulsar","native":true,"category":"message_queue"}]` | `[{"name":"Apigee"},{"name":"Flagsmith"},{"name":"Cursor"},{"name":"VSCode"},{"name":"JetBrains"},{"name":"Google Cloud Platform"},{"name":"AbuseIPDB","native":true,"category":"security","direction":"inbound"},{"name":"Google App Engine","native":true,"category":"cloud-platform","direction":"inbound"},{"name":"APIContext","native":true,"category":"api","direction":"inbound"}]` |
| language.primary | Java | - |
| license.spdx | Apache-2.0 | - |
| market.availability | - | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true,"linux":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"open_source","sourceUrl":"https://skywalking.apache.org/","retrievedAt":"2026-10-14T22:35:59.641Z"}` | `{"type":"usage","plans":[{"free":false,"name":"Foundation & Discovery","summary":"$0.01/host/hour","features":["Host health indicators","Host and process topology","Filesystem monitoring","OS services monitoring","Log correlation in context"],"components":[{"kind":"metered","unit":"host-hour","amount":0.01,"period":"month","currency":"USD"}],"description":"Basic infrastructure monitoring and IT inventory","contactSales":false},{"free":false,"name":"Infrastructure Monitoring","summary":"$0.04/host/hour","features":["Everything in Foundation & Discovery","Process/disk/memory/network analysis","Custom metrics"],"components":[{"kind":"metered","unit":"host-hour","amount":0.04,"period":"month","currency":"USD"}],"description":"Infrastructure observability for cloud, hyperscaler, and data center","contactSales":false},{"free":false,"name":"Full-Stack Monitoring","summary":"$0.01/GiB-host/hour","features":["Everything in Infrastructure Monitoring","APM with automated root cause analysis","Code-level profiling","Kubernetes monitoring","OpenTelemetry metrics/traces","10 days trace retention (up to 10 years)"],"components":[{"kind":"metered","unit":"GiB-host-hour","amount":0.01,"period":"month","currency":"USD"}],"description":"Comprehensive observability for applications, microservices, and infrastructure","contactSales":false},{"free":false,"name":"Kubernetes Platform Monitoring","summary":"$0.002/pod/hour","features":["Kubernetes metrics and events","Health views","Resource and topology analysis","Included free with Full-Stack Monitoring"],"components":[{"kind":"metered","unit":"pod-hour","amount":0.002,"period":"month","currency":"USD"}],"description":"Visibility into Kubernetes clusters, nodes, and workloads","contactSales":false},{"free":false,"name":"Code Monitoring","summary":"$0.005/container/hour","features":["Live debugging","Non-breaking breakpoints","VS Code and JetBrains integration"],"components":[{"kind":"metered","unit":"container-hour","amount":0.005,"period":"month","currency":"USD"}],"description":"Live code troubleshooting and debugging in production","contactSales":false}],"addOns":[{"name":"Log Analytics – Pay-per-Query","components":[{"per":{"qty":1,"unit":"GiB"},"kind":"metered","amount":0.2,"currency":"USD"},{"per":{"qty":1,"unit":"GiB-day"},"kind":"metered","amount":0.0007,"currency":"USD"},{"per":{"qty":1,"unit":"GiB-scanned"},"kind":"metered","amount":0.0035,"currency":"USD"}]},{"name":"Log Analytics – Bundled Queries","components":[{"per":{"qty":1,"unit":"GiB"},"kind":"metered","amount":0.2,"currency":"USD"},{"per":{"qty":1,"unit":"GiB-day"},"kind":"metered","amount":0.02,"currency":"USD"}]},{"name":"Metrics Telemetry","components":[{"per":{"qty":100000,"unit":"datapoints"},"kind":"metered","amount":0.15,"currency":"USD"},{"per":{"qty":1,"unit":"GiB-day"},"kind":"metered","amount":0.0007,"currency":"USD"}]},{"name":"Trace Telemetry","components":[{"per":{"qty":1,"unit":"GiB"},"kind":"metered","amount":0.2,"currency":"USD"},{"per":{"qty":1,"unit":"GiB-day"},"kind":"metered","amount":0.0007,"currency":"USD"},{"per":{"qty":1,"unit":"GiB-scanned"},"kind":"metered","amount":0.0035,"currency":"USD"}]},{"name":"Events Telemetry","components":[{"per":{"qty":1,"unit":"GiB"},"kind":"metered","amount":0.2,"currency":"USD"},{"per":{"qty":1,"unit":"GiB-day"},"kind":"metered","amount":0.0007,"currency":"USD"},{"per":{"qty":1,"unit":"GiB-scanned"},"kind":"metered","amount":0.0035,"currency":"USD"}]}],"summary":"Usage-based from $0.002/pod-hour to $0.04/host-hour. Transparency emphasized; single commit with volume discounts and no overage penalties.","currency":"USD","sourceUrl":"https://www.dynatrace.com/","retrievedAt":"2026-08-05T14:07:49.569Z","startingPrice":{"amount":0.002,"period":"month","currency":"USD"},"billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | commercial |
| pricing.price_level | free | unknown |
| pricing.transparent | yes | yes |
| release.cadence_days | 93 | - |
| release.history | `[{"url":"https://github.com/apache/skywalking/releases/tag/v11.0.0","date":"2026-08-28T02:40:59Z","type":"stable","version":"v11.0.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v10.4.0","date":"2026-04-01T12:51:05Z","type":"stable","version":"v10.4.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v10.3.0","date":"2025-11-10T11:40:02Z","type":"stable","version":"v10.3.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v10.2.0","date":"2025-03-24T11:52:09Z","type":"stable","version":"v10.2.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v10.1.0","date":"2024-09-29T13:30:12Z","type":"stable","version":"v10.1.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v10.0.1","date":"2024-05-30T03:42:06Z","type":"stable","version":"v10.0.1"},{"url":"https://github.com/apache/skywalking/releases/tag/v10.0.0","date":"2024-05-13T01:02:53Z","type":"stable","version":"v10.0.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v9.7.0","date":"2023-12-01T18:19:39Z","type":"stable","version":"v9.7.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v9.6.0","date":"2023-09-03T14:33:23Z","type":"stable","version":"v9.6.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v9.5.0","date":"2023-06-18T16:20:59Z","type":"stable","version":"v9.5.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v9.4.0","date":"2023-03-09T04:01:37Z","type":"stable","version":"v9.4.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v9.3.0","date":"2022-12-04T03:44:41Z","type":"stable","version":"v9.3.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v9.2.0","date":"2022-09-01T12:54:27Z","type":"stable","version":"v9.2.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v9.1.0","date":"2022-06-10T03:01:22Z","type":"stable","version":"v9.1.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v9.0.0","date":"2022-04-09T12:13:55Z","type":"stable","version":"v9.0.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v8.9.1","date":"2021-12-11T13:57:42Z","type":"stable","version":"v8.9.1"},{"url":"https://github.com/apache/skywalking/releases/tag/v8.9.0","date":"2021-12-05T07:33:26Z","type":"stable","version":"v8.9.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v8.8.1","date":"2021-10-02T16:39:31Z","type":"stable","version":"v8.8.1"},{"url":"https://github.com/apache/skywalking/releases/tag/v8.8.0","date":"2021-09-27T09:58:25Z","type":"stable","version":"v8.8.0"},{"url":"https://github.com/apache/skywalking/releases/tag/v8.7.0","date":"2021-08-02T12:25:39Z","type":"stable","version":"v8.7.0"}]` | - |
| reliability.status_page | - | yes |
| security.disclosure_policy | - | yes |
| security.scorecard | 7 | - |
| security.trust_center | - | https://www.dynatrace.com/hub/detail/security-investigator/ |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=org.apache.skywalking%3Azipkin-receiver-plugin&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (APM Tools)

| Capability | Apache SkyWalking | Dynatrace |
|---|:--:|:--:|
| **Instrumentation** |  |  |
| Auto-instrumentation | ✓ | ✓ |
| Distributed tracing | ✓ | ✓ |
| **Insight** |  |  |
| Service map | ✓ | ✓ |
| Code / continuous profiling | ✓ | ✓ |
| Database monitoring | ✓ | - |
| Error analytics | ✓ | ✓ |
| Real-user monitoring | ✓ | ✓ |
| SLO / error-budget tracking | - | - |
| **Intelligence** |  |  |
| Anomaly / root-cause AI | ✓ | ✓ |
| **Standards** |  |  |
| OpenTelemetry support | OTLP ingest | OTLP ingest |
| **Core** |  |  |
| Language agents | 10+ language agents supported | - |
| **Deployment** |  |  |
| Hosting | Cloud + self-hosted | Cloud only |

*Source: vioscaleAI. Generated 2026-10-16T19:18:06.699Z. "-" = undocumented, not absent.*