Use Case

Observability & Monitoring

Metrics, traces, and health across systems.

44 providers 314 APIs 30 declared variants

Instrumenting infrastructure and applications so failures are visible — metrics, distributed tracing, uptime checks, SLOs, anomaly alerting, and unified dashboards over the whole estate.

44 API providers on the APIs.io network offer observability & monitoring. The highest-rated are New Relic, Postman, Datadog, Oracle, Azure Log Analytics.

Providers

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 5 Complete, well-documented, and agent-ready
New Relic New Relic provides observability platform APIs for monitoring, analyzing, and optimizing your entire softwa... 17 APIs 76.3 Postman Postman is the world's leading API platform, used by 35+ million developers to design, build, test, documen... 17 APIs 75.3 Datadog Datadog is a monitoring and analytics platform that helps organizations gain insight into their infrastruct... 85 APIs 73.6 Oracle Collection of Oracle's APIs and developer resources across cloud infrastructure, databases, AI services, Sa... 52 APIs 72.1 Azure Log Analytics Azure Log Analytics is a service that helps you collect and analyze data generated by resources in your clo... 3 APIs 70.2
Strong 11 Solid coverage with minor gaps
Oracle Enterprise Manager Oracle Enterprise Manager (OEM) provides a comprehensive management platform for managing Oracle IT infrast... 17 APIs 68.5 Adobe Analytics Adobe Analytics provides real-time analytics and detailed segmentation capabilities across all marketing ch... 6 APIs 68.4 Amazon Managed Grafana Amazon Managed Grafana is a fully managed service for open source Grafana developed in collaboration with G... 1 API 67.3 Amazon Managed Service for Apache Flink Amazon Managed Service for Apache Flink is the easiest way to transform and analyze streaming data in real ... 1 API 67.3 Amazon Lookout for Metrics Amazon Lookout for Metrics uses machine learning to automatically detect anomalies in business and operatio... 1 API 67.0 Convoy Convoy is an open-source, cloud-native webhooks gateway used to securely ingest, persist, debug, deliver, a... 1 API 65.5 AWS App Mesh AWS App Mesh is a service mesh based on the Envoy proxy that provides application-level networking to make ... 1 API 65.3 Amazon Managed Service for Prometheus Amazon Managed Service for Prometheus is a serverless, Prometheus-compatible monitoring service for contain... 1 API 64.9 Amazon Fault Injection Simulator AWS Fault Injection Simulator (FIS) is a fully managed service for running fault injection experiments on A... 1 API 63.2 Amazon CloudWatch Amazon CloudWatch is an intelligent observability platform providing complete visibility into performance, ... 1 API 60.4 SolarWinds A collection of APIs provided by SolarWinds for IT infrastructure management, monitoring, and observability. 13 APIs 60.4
Developing 13 Usable, with meaningful gaps to close
AWS X-Ray AWS X-Ray is a service that helps developers analyze and debug distributed applications by providing end-to... 1 API 58.9 Amazon Lookout for Equipment Amazon Lookout for Equipment uses machine learning to analyze sensor data from your industrial equipment an... 1 API 58.4 APIToolkit (Monoscope) APIToolkit (now Monoscope) is an open-source-friendly API observability and monitoring platform that helps ... 5 APIs 58.4 Better Stack Better Stack is a comprehensive infrastructure monitoring and observability platform that combines uptime m... 1 API 58.0 AWS CloudWatch Amazon CloudWatch is a monitoring and observability service that provides data and actionable insights for ... 10 APIs 57.4 Apache APISIX Apache APISIX is a dynamic, real-time, high-performance cloud-native API gateway built on NGINX and etcd, d... 3 APIs 53.5 Chaos Mesh Chaos Mesh is a CNCF graduated cloud-native chaos engineering platform that orchestrates chaos experiments ... 1 API 51.1 AgentGateway AgentGateway is an open-source, AI-native proxy and gateway for routing, observing, and governing traffic t... 1 API 48.9 nOps nOps is an AI-powered cloud cost visibility and optimization platform that helps organizations reduce their... 1 API 48.5 Apache Pinot Apache Pinot is a real-time distributed OLAP datastore designed to deliver scalable real-time analytics wit... 1 API 48.3 Vector Vector is an open source high-performance observability data pipeline from Datadog for collecting, transfor... 3 APIs 48.2 Axiom Axiom is a serverless log management and analytics platform that provides real-time insights into structure... 1 API 47.6 Axiom Controller Axiom is a cloud-native observability platform providing APIs for ingesting, querying, and managing telemet... 2 APIs 45.7
Thin 6 Limited public surface area
Allianz Future Cloud Platform The Allianz Future Cloud Platform is an internal developer platform powering cloud-native insurance microse... 2 APIs 44.8 Apache Cassandra Apache Cassandra is a highly scalable, distributed open-source NoSQL database designed to handle massive am... 6 APIs 41.8 Traefik Mesh Traefik Mesh (formerly Maesh) is a lightweight, non-invasive service mesh built on top of Traefik Proxy for... 1 API 41.7 Nominatim Nominatim is an open-source (BSD-2-Clause) search engine for OpenStreetMap data, supporting forward geocodi... 1 API 41.3 Assertible Assertible provides a reliable first line of defense against web service failures by providing simple and p... 1 API 36.8 Apache SkyWalking Apache SkyWalking is an open-source APM (Application Performance Monitoring) system that provides monitorin... 3 APIs 33.4
Emerging 9 Early or largely undocumented
Airbus A European multinational aerospace corporation designing, manufacturing, and selling commercial aircraft, h... 5 APIs 27.0 AI Gateway An API Evangelist landscape index of AI gateways — the LLM routers, prompt firewalls, model fallback proxie... 15 APIs 26.7 Confident AI Confident AI is the company behind DeepEval, the widely adopted open-source LLM evaluation framework, and t... 3 APIs 26.4 Ambient Mesh Ambient Mesh is a sidecar-less service mesh architecture built on Istio that simplifies microservices commu... 1 API 26.3 Events Event-driven APIs catalog. Documents the landscape of brokers, streaming platforms, schema registries, and ... 18 APIs 26.3 AgentOps AgentOps is an observability, evaluation, and debugging platform for AI agents. Its open-source Python SDK ... 3 APIs 24.9 Apache MADlib Apache MADlib is an open-source library for scalable in-database analytics. It provides data-parallel imple... 1 API 24.5 Bonneville Power Administration The Bonneville Power Administration (BPA) is a federal agency within the U.S. Department of Energy that mar... 2 APIs 18.4 WhyLabs WhyLabs was an AI observability platform focused on data and model monitoring for both classical ML and LLM... 3 APIs 17.9

What Providers Actually Declared

This use case is a canonical term. These are the free-text strings providers wrote in their own apis.yml that map onto it.

API Monitoring and ObservabilityAPI ObservabilityAPI Uptime MonitoringAgent-Driven ObservabilityAnomaly DetectionAnomaly detection on metrics to identify unexpected behaviorCost Anomaly DetectionDevOps ObservabilityFull-Stack ObservabilityHVAC System MonitoringInfrastructure MonitoringIoT TelemetryKubernetes ObservabilityLLM TelemetryMetrics CollectionMonitoring and observability across cloud infrastructureNetwork Infrastructure Monitoring and AlertingObservabilityObservability ValidationObservability and DebuggingObservability and FinOpsObservability and MonitoringProduction ObservabilityReal-Time Monitoring And AlertingReplacing in-house retry/signing/observability code for webhooksRevenue Anomaly DetectionReverse Geocoding For TelemetrySLA MonitoringTransmission System MonitoringWebsite Uptime Monitoring

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