Vectorvectordotdev/vector
High-performance observability data pipelineEnterpriseInfra & DevOpsDocker / self-host★ 23k+410 / 90dMPL-2.0commit 14 hours ago79worth
Open-source alternatives to Datadog
Datadog is an observability and monitoring platform that collects metrics, traces, and logs from servers, databases, and applications. Engineering and DevOps teams use it to track infrastructure health and diagnose performance issues.Datadog is made by Datadog, Inc.. It is not open source. These 19 open-source projects do the same job, closest first.
Data & analytics, Infra & DevOps
Compare at a glance
| Project | Type | Self-host with Docker | License | Stars | Last commit |
|---|---|---|---|---|---|
| Vector | Docker / self-host | Yes | MPL-2.0 | 23k | |
| OpenObserve | Docker / self-host | Yes | AGPL-3.0 | 23k | |
| SigNoz | Docker / self-host | Yes | Custom (read before use) | 32k | |
| druid | Web, Docker / self-host | Yes | Apache-2.0 | 14k | |
| Netdata | Docker / self-host | Yes | GPL-3.0 | 81k | |
| Dagster | Docker / self-host | Yes | Apache-2.0 | 16k | |
| Apache SkyWalking | Docker / self-host | Yes | Apache-2.0 | 25k | |
| Grafana | Web, Docker / self-host | Yes | AGPL-3.0 | 78k | |
| Prometheus | Docker / self-host | Yes | Apache-2.0 | 67k | |
| Apache Kafka | Docker / self-host | Yes | Apache-2.0 | 34k | |
| PostHog | Web, Docker / self-host | Yes | Custom (read before use) | 41k | |
| Apache Airflow | Docker / self-host | Yes | Apache-2.0 | 47k | |
| visdom | Web, Docker / self-host, CLI, Library / SDK | Yes | Apache-2.0 | 10k | |
| Apache ECharts | Library / SDK | Not listed | Apache-2.0 | 68k | |
| Glances | Docker / self-host, CLI | Yes | Custom (read before use) | 34k | |
| Mage | Docker / self-host | Yes | Apache-2.0 | 8.8k | |
| helm | CLI | Not listed | Apache-2.0 | 30k | |
| Apache Superset | Web, Docker / self-host | Yes | Apache-2.0 | 75k | |
| data-formulator | Web, Docker / self-host, Desktop, CLI | Yes | MIT | 18k |
The alternatives
OpenObserveopenobserve/openobserve
Observability for logs, metrics and tracesEnterpriseInfra & DevOpsDocker / self-host★ 23k+1.2k / 90dAGPL-3.0commit 14 hours ago81worth
SigNozSigNoz/signoz
OpenTelemetry-native observabilityEnterpriseEvals & observabilityInfra & DevOpsDocker / self-host★ 32k+679 / 90dcommit 21 hours ago75worth
druidapache/druid
Real-time analytics database for streaming and batch queriesPersonalEnterpriseDatabases & backendsData & analyticsWebDocker / self-host★ 14kApache-2.0commit 12 hours ago78worth
Netdatanetdata/netdata
Real-time full-stack monitoringPersonalEnterpriseInfra & DevOpsDocker / self-host★ 81k+1.5k / 90dGPL-3.0commit 14 hours ago85worth
Dagsterdagster-io/dagster
Orchestration for data assetsEnterpriseAutomationData & analyticsDocker / self-host★ 16k+393 / 90dApache-2.0commit 12 hours ago75worth
Apache SkyWalkingapache/skywalking
Application performance monitoringEnterpriseInfra & DevOpsDocker / self-host★ 25k+38 / 90dApache-2.0commit 13 hours ago73worth
Grafanagrafana/grafana
Dashboards for metrics, logs and tracesEnterpriseData & analyticsInfra & DevOpsWebDocker / self-host★ 78k+1.8k / 90dAGPL-3.0commit 12 hours ago86worth
Prometheusprometheus/prometheus
Monitoring system and time series databaseEnterpriseInfra & DevOpsDocker / self-host★ 67k+1.6k / 90dApache-2.0commit 22 hours ago89worth
Apache Kafkaapache/kafka
Distributed event streaming platformEnterpriseData & analyticsInfra & DevOpsDocker / self-host★ 34k+639 / 90dApache-2.0commit 19 hours ago72worth
PostHogPostHog/posthog
Product analytics, session replay, flags and experimentsEnterpriseData & analyticsWebDocker / self-host★ 41k+1.5k / 90dcommit 12 hours ago80worth
Apache Airflowapache/airflow
Author, schedule and monitor workflowsEnterpriseAutomationData & analyticsDocker / self-host★ 47k+910 / 90dApache-2.0commit 13 hours ago87worth
visdomfossasia/visdom
Real-time visualization and monitoring for AI/ML experimentsPersonalAI & LLM toolingData & analyticsWebDocker / self-hostCLI★ 10kApache-2.0commit 24 hours ago78worth
Apache EChartsapache/echarts
Interactive charting and visualization for the browserPersonalEnterpriseData & analyticsLibrary / SDK★ 68k+653 / 90dApache-2.0commit 4 weeks ago75worth
Glancesnicolargo/glances
Cross-platform system monitoringPersonalInfra & DevOpsDocker / self-hostCLI★ 34k+494 / 90dcommit 24 hours ago74worth
Magemage-ai/mage-ai
Build and run data pipelinesPersonalEnterpriseAutomationData & analyticsDocker / self-host★ 8.8k+35 / 90dApache-2.0commit 7 days ago75worth
helmhelm/helm
The package manager for KubernetesPersonalEnterpriseInfra & DevOpsCLI★ 30kApache-2.0commit 2 days ago83worth
Apache Supersetapache/superset
Enterprise-ready data exploration and visualizationEnterpriseData & analyticsWebDocker / self-host★ 75k+1.2k / 90dApache-2.0commit 14 hours ago84worth
data-formulatormicrosoft/data-formulator
AI-powered interactive data exploration and visualizationPersonalAI & LLM toolingData & analyticsWebDocker / self-hostDesktop★ 18kMITcommit 3 months agolive demo80worth