observability / APM / AIOps
Coroot is an open-source observability/APM platform that uses eBPF and OpenTelemetry to automatically collect metrics, logs, traces, and profiles, and applies AI-assisted root-cause analysis with service maps and SLO alerting.
Same problem, same approach. Swapping one for another is a config change, not a rewrite.
when you want the same eBPF + OpenTelemetry + LLM root-cause architecture as an independent Apache-2.0 codebase with a smaller footprint.
APO is a comprehensive observability platform combining OpenTelemetry with eBPF. Leveraging LLM to enable automated analysis and troubleshooting 🚀.
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
when you need high-throughput, low-cost log/metric/trace storage and search with a Datadog-style UI rather than eBPF auto-instrumentation and AI RCA.
Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage costs and single binary deployment.
when you need a lightweight Rust data-lake observability backend for high-volume telemetry without Coroot's eBPF/LLM analysis layer.
Parseable is an open source, unified infrastructure observability platform built in Rust on a data lake architecture. It tracks logs, metrics, traces, and events across apps, agents, and systems, reducing storage costs by up to 90% through columnar telemetry compression.
when you want natural-language LLM querying of telemetry already stored in S3 rather than an eBPF-based service-map and alerting platform.
Monoscope lets you ingest and explore your logs, traces and metrics. We store these in S3 compatible buckets. Query in natural language via LLMs.
when you want OTel-based multi-agent AI troubleshooting without depending on eBPF zero-instrumentation collection.
DataBuff is an AI-native APM built on Opentelemetry，with multi-agent troubleshooting out of the box.
when you need a mature agent-based APM with broad language support and service-mesh telemetry rather than Coroot's eBPF-only no-code model.
APM, Application Performance Monitoring System
when session replay and full-stack error workflow are the priority over Coroot's infrastructure-focused service maps and AI inspections.
Resolve production issues, fast. An open source observability platform unifying session replays, logs, metrics, traces and errors powered by ClickHouse and OpenTelemetry.
when you already use OpenTelemetry and want a lightweight ClickHouse APM backend without eBPF service discovery or AI-driven RCA.
Open source APM: OpenTelemetry traces, metrics, and logs
when you want an OpenTelemetry-native all-in-one logs/metrics/traces APM in a ClickHouse platform and don't need Coroot's eBPF and AI diagnostic layer.
SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.
when your stack is Java/Node and you need deep agent-based bytecode instrumentation and request tracing without eBPF zero-code collection.
APM, (Application Performance Management) tool for large-scale distributed systems.
when you need eBPF-based distributed tracing and profiling with network/flow-level depth rather than Coroot's log inspections and LLM-driven RCA.
eBPF Observability - Distributed Tracing and Profiling
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
when you need a lightweight MIT-licensed tracing/APM view and don't require Coroot's full metrics, logs, profiling, and AI suite.
The only tool you need to know what is happening and how to fix it.
when your main need is developer error tracking and release/performance workflows rather than zero-instrumentation infrastructure APM and AI RCA.
Developer-first error tracking and performance monitoring
when session replay, error monitoring, and full-stack developer workflows are the focus rather than Coroot's infrastructure/metrics/AI RCA.
highlight.io: The open source, full-stack monitoring platform. Error monitoring, session replay, logging, distributed tracing, and more.
only for legacy tracing/observability needs if you accept an unmaintained platform with no commits in over 18 months.
An open source distributed tracing & observability platform
These projects were analysed and named coroot among their alternatives. The relationship is not symmetric — how coroot rates them is a separate judgement, made when coroot is analysed in its own right.
calls coroot “Choose it when you prefer continuous profiling and AI-assisted root cause analysis across metrics/traces over release-based error grouping.”
Developer-first error tracking and performance monitoring
calls coroot “Choose when you prefer eBPF-based service maps, continuous profiling, and SLO alerting over manual OpenTelemetry instrumentation.”
SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.
calls coroot “Choose when you want eBPF-based Kubernetes observability with SLOs and AI root-cause analysis, avoiding code changes.”
APM, Application Performance Monitoring System
calls coroot “eBPF/OTel observability with SLOs and root-cause analysis; choose when you want zero-code instrumentation and continuous profiling instead of Pinpoint's bytecode agents.”
APM, (Application Performance Management) tool for large-scale distributed systems.
calls coroot “Choose for eBPF-based Kubernetes APM and automatic RCA instead of query-driven alert rules over existing data sources.”
Nightingale is to monitoring and alerting what Grafana is to visualization.
calls coroot “eBPF-based APM with AI root-cause analysis and no session replay; choose when you want zero-code instrumentation and service-map-centric troubleshooting.”
Resolve production issues, fast. An open source observability platform unifying session replays, logs, metrics, traces and errors powered by ClickHouse and OpenTelemetry.
calls coroot “Choose for Kubernetes-focused infrastructure/APM root-cause analysis and continuous profiling, not for frontend session replay.”
highlight.io: The open source, full-stack monitoring platform. Error monitoring, session replay, logging, distributed tracing, and more.
calls coroot “Use Coroot for Kubernetes-native eBPF observability and AI-driven root-cause analysis instead of HertzBeat's broader agentless host/protocol monitoring.”
An AI-powered next-generation open source real-time observability system.