Logging is one of the API Evangelist areas on the APIs.io network — a focused corner of the API landscape. The full area lives at logging.apievangelist.com.
30 providers on the network work in this area, including Elastic Stack, AWS Lambda, HyperDX, Splunk Observability Cloud, Google Cloud Logging, Grafana Loki, and 24 more — each links out to that provider’s APIs, schemas, and governance artifacts.
Related areas: Monitoring, Observability, AIOps, and Reliability. Browse every area at areas.apis.io.
About this area
An index and topic collection covering log ingestion, log search, log aggregation, and log pipeline services. Logging platforms collect event records from applications,…
Related providers (43)
Top 30 of 43 network providers tagged for this area — search the full set on apis.io.
| Provider | Description | APIs | Rating |
|---|---|---|---|
| Elastic Stack | The Elastic Stack (formerly known as the ELK Stack) is the collection of open-source products from Elastic — Elasticsearch, Logstash, Kibana, and Beats/Elastic Agent — designed ... | 10 | exemplar |
| AWS Lambda | AWS Lambda is a serverless, event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers... | 2 | exemplar |
| HyperDX | HyperDX is an open-source observability platform that unifies logs, metrics, traces, session replay and errors on top of ClickHouse and OpenTelemetry, giving engineers one place... | 1 | exemplar |
| Splunk Observability Cloud | Splunk Observability Cloud is the observability platform Splunk built on SignalFx and now runs as part of Cisco: infrastructure monitoring, APM, real user monitoring, synthetics... | 48 | strong |
| Google Cloud Logging | Google Cloud Logging is a fully managed, real-time log management service that ingests, stores, searches, analyzes, routes and alerts on application and system log data at scale... | 1 | strong |
| Grafana Loki | Grafana Loki is Grafana Labs' open source log aggregation system — "like Prometheus, but for logs." Rather than full-text indexing log contents, Loki indexes only a small set of... | 3 | strong |
| Fastly | Fastly is an edge cloud platform that helps customers create great digital experiences quickly, securely, and reliably by processing, serving, and securing their applications cl... | 22 | strong |
| Chronosphere | Chronosphere is a cloud-native observability platform for controlling the cost and volume of telemetry data at scale, spanning metrics, logs, traces and change events. It ships ... | 4 | strong |
| Logz.io | Logz.io is a managed cloud observability platform built on the ELK Stack (Elasticsearch / Logstash / Kibana, plus OpenSearch and Grafana) that unifies log management, infrastruc... | 1 | strong |
| Edge Delta | Edge Delta is an AI-powered observability platform that pairs enterprise-grade telemetry pipelines with agentic AI Teammates for SRE, security, and DevOps teams. Its intelligent... | 1 | strong |
| Splunk | Splunk is a data platform that enables organizations to search, monitor, analyze, and visualize massive streams of machine-generated data across security, observability, and AI ... | 1 | strong |
| Azure Log Analytics | Azure Log Analytics is a service that helps you collect and analyze data generated by resources in your cloud and on-premises environments, providing query, management, and data... | 5 | strong |
| Elastic Observability | Elastic Observability is Elastic's unified logs, metrics, traces and profiling solution, built on the Elastic Stack. Its published machine-readable contract is the Observability... | 1 | strong |
| Highlight (highlight.io) | Highlight (highlight.io) is the open-source, full-stack monitoring platform — session replay, error monitoring, logging, distributed tracing, and metrics in a single tool. Built... | 5 | strong |
| Lightrun | Lightrun is a developer-native observability and live-debugging platform. Language agents embedded in a running JVM, Python, Node.js or .NET process accept dynamic actions — log... | 1 | strong |
| bitdrift | bitdrift builds Capture, a cost-effective dynamic mobile observability platform for iOS, Android, and React Native. A lightweight on-device SDK stores high-volume telemetry loca... | 1 | developing |
| Axiom | Axiom is a serverless log management and analytics platform that provides real-time insights into structured and unstructured data with fast querying capabilities for logs, even... | 15 | developing |
| Sumo Logic | Sumo Logic is a cloud-native, machine data analytics platform delivering real-time, continuous intelligence for operations, security, and business insights. It provides a compre... | 1 | developing |
| Codag | Codag is a Y Combinator (Summer 2026) developer-tools company building drop-in log compression for AI agents. It takes oversized infrastructure logs — from Kubernetes, Docker, A... | 1 | developing |
| Sematext | Sematext is an observability company offering Sematext Cloud, a SaaS platform for log management, infrastructure and application monitoring, tracing, synthetic monitoring and re... | 1 | developing |
| Google Cloud Observability | Google Cloud Operations Suite (formerly Stackdriver) provides integrated monitoring, logging, and diagnostics for applications and infrastructure running on Google Cloud. It enc... | 1 | developing |
| Superlog | Superlog is an AI-native, open-core observability platform (Y Combinator, Spring 2026) that ingests OpenTelemetry traces, logs, and metrics over OTLP, groups noisy signals into ... | 1 | developing |
| Fluentd | Open source data collector for unified logging layer that allows you to unify data collection and consumption for better use and understanding of data. | 1 | thin |
| OpenTelemetry | Vendor-neutral open-source observability framework for cloud-native software, providing a collection of tools, APIs, and SDKs for instrumenting, generating, collecting, and expo... | 1 | thin |
| Loggly | Loggly is a cloud-based log management and analytics service (part of SolarWinds) that aggregates, searches, and visualizes application, server, and infrastructure logs in real ... | 2 | thin |
| Axiom Controller | Axiom is a cloud-native observability platform providing APIs for ingesting, querying, and managing telemetry data including logs, traces, and metrics with support for datasets,... | 4 | thin |
| Calyptia | Calyptia builds Calyptia Cloud (Telemetry Pipeline) and Calyptia Core, a commercial management plane for Fluent Bit — the widely deployed open-source agent and processor for log... | 1 | thin |
| Memfault | Memfault is a device observability and reliability platform for connected products built on MCUs, embedded Linux, and Android. The Memfault Cloud ingests device data (coredumps,... | 1 | thin |
| LogRocket | LogRocket is a session replay, product analytics, and frontend monitoring platform that captures user sessions, errors, and performance data. | 1 | thin |
| Kibana | Kibana is an open-source data visualization and exploration tool used for log and time-series analytics, application monitoring, and operational intelligence. Kibana provides hi... | 1 | thin |
Related areas
Monitoring (6 shared)
Observability (6 shared)
AIOps (3 shared)
Reliability (1 shared)
API Evangelist Search (1 shared)
Agent Skills (1 shared)
Markets provisional
Kin Score markets whose measured providers carry this area. Share is the fraction of the market's measured providers that carry it — it describes the market, not this area.
| Market | Share of the market's providers |
|---|---|
| Observability | 20% |
| Search API (Elasticsearch / OpenSearch shape) | 16% |
Cohort brief
Auto-generatedThe 30 providers in the APIs.io catalog working in Logging, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
30
all scored
Mean Kin Score
52.1
+29.9 vs catalog 22.2
Mean Agent Readiness
34.1
+22.1 vs catalog 12
Spread
33.1–76.9
median 54.5 · σ 12.4
How the 30 split by band
Exemplar 3Strong 12Developing 7Thin 8Emerging 0Minimal 0
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 60.6 | 23.2 | +37.4 | 30 |
| Contract Quality | 48.7 | 17.2 | +31.5 | 30 |
| Operational Transparency | 44.1 | 13 | +31.1 | 30 |
| Access Clarity | 51.6 | 23.9 | +27.7 | 30 |
| Contract Governance | 18.5 | 6.5 | +12 | 30 |
| Discoverability | 69.4 | 57.9 | +11.5 | 30 |
A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.
What this cohort publishes
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 53% | 13% | +40 |
| MCP server (first-party) | 50% | 12% | +38 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 23% | 11% | +12 |
| Security | 97% | 98% | -1 |
| Arazzo workflows | 23% | 2% | +21 |
| Governance rules | 47% | 16% | +31 |
mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.
Top by Kin Score
- 1 Elastic Stack 76.9
- 2 AWS Lambda 68.4
- 3 HyperDX 68.1
- 4 Splunk Observability Cloud 66.3
- 5 Google Cloud Logging 66.1
- 6 Grafana Loki 66.1
- 7 Fastly 63.7
- 8 Chronosphere 60.9
- 9 Logz.io 59.7
- 10 Edge Delta 59.3
Top by Agent Readiness
- 1 Lightrun 56.5
- 2 Chronosphere 55.4
- 3 Splunk 53.5
- 4 Superlog 51.8
- 5 Grafana Loki 49.8
- 6 Google Cloud Logging 47.9
- 7 Sumo Logic 45.1
- 8 LogRocket 45
- 9 Elastic Stack 43.9
- 10 HyperDX 37.7
All 30 members of this roster resolve to a scored provider in
the catalog.
Coverage caveat. 18 of 30 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 24 October 2026, across 31984 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.
Coverage caveat. 18 of 30 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 24 October 2026, across 31984 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.
Work with this as data
Every area here is available over the APIs.io API and to AI agents over MCP.