Open source tracing and APM tools in 2026
Distributed tracing and application performance monitoring: follow a request across services and find where the time goes. This list has 8 tracing and APM tools. Of these, 8 are open source, 8 have a free plan and 8 can be self-hosted. Checked by hand on 30 September 2026.
- 1
Apache SkyWalking
APM for distributed systems from the Apache Software Foundation: agents and service mesh probes collect traces, metrics and logs and draw service topology maps.
- 2
Grafana Tempo
Distributed tracing backend that stores traces cheaply in object storage and accepts OpenTelemetry, Jaeger and Zipkin data.
- 3
Jaeger
CNCF distributed tracing platform for collecting, storing and exploring request traces across microservices; version 2 is built on the OpenTelemetry Collector.
- 4
Odigos
Uses eBPF to add OpenTelemetry tracing to applications on Kubernetes without code changes and sends the data to any backend.
- 5
OpenTelemetry eBPF Instrumentation (OBI)
Zero-code eBPF instrumentation that produces traces and RED metrics for HTTP, gRPC, database and messaging calls from Linux processes. Started as Grafana Beyla and was donated to OpenTelemetry.
- 6
Pinpoint
APM for large Java and PHP systems that traces transactions across services and draws a server map of their calls.
- 7
Pixie
Kubernetes observability that uses eBPF to capture service traffic, metrics and CPU profiles automatically; a CNCF sandbox project.
- 8
Zipkin
Distributed tracing system that collects timing data from instrumented services and shows where latency builds up across them.
Side by side
| Tool | Pricing | Free plan | Open source | Self-hosted | Distributed tracing | OTLP traces ingest | Service map | Auto-instrumentation | Database query analysis | Error capture | Latency and error alerts | Trace to log correlation | Sampling controls | Code-level detail |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Apache SkyWalking | Free | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | - | Yes | - | Yes | Yes |
| Grafana Tempo | Free plan | Yes | Yes | Yes | Yes | Yes | Yes | No | - | - | No | - | - | - |
| Jaeger | Free | Yes | Yes | Yes | Yes | Yes | Yes | No | - | - | No | - | Yes | - |
| Odigos | Free plan | Yes | Yes | Yes | Yes | - | Yes | Yes | - | - | - | - | Yes | - |
| OpenTelemetry eBPF Instrumentation (OBI) | Free | Yes | Yes | Yes | Yes | - | - | Yes | - | - | No | Yes | - | - |
| Pinpoint | Free | Yes | Yes | Yes | Yes | - | Yes | Yes | Yes | Yes | Yes | Yes | - | Yes |
| Pixie | Free | Yes | Yes | Yes | - | - | Yes | Yes | Yes | - | - | - | - | Yes |
| Zipkin | Free | Yes | Yes | Yes | Yes | - | Yes | - | - | - | No | - | - | - |
Yes: confirmed in the tool's documentation. No: documented as not offered. -: not confirmed. Plans and prices change; check each tool's own site before you decide.
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