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Buyer's guide

Best Observability Platforms software

Compare Observability Platforms products. Open any profile for real pricing, compliance, and buyer-fit detail, or jump into the observability platforms directory to filter by industry, company size, and certifications.

22 toolsUpdated 2026

1
Coroot gives teams a modern observability layer for distributed applications, infrastructure health, and production troubleshooting.
Observability Platforms
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2
GraphQL Hive provides schema registry, checks, usage visibility, and operational tooling for teams treating GraphQL as a real platform surface.
Schema Registry
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3
AgentOps is a developer platform for tracing, monitoring, testing, and debugging AI agents in development and production.
AI Observability
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4
Arize helps teams monitor, evaluate, and improve LLM applications, retrieval systems, and machine learning products once they are live in production.
Observability Platforms
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5
Axiom is a log management and observability platform offering unlimited data ingest, fast querying, and real-time dashboards at a fraction of the cost of traditional log analytics tools.
Log Management
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6
Grafana is the open observability platform for dashboards, metrics, logs, and traces — compose data from anywhere into one operational view.
Observability Platforms
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7
Elastic is the Search AI company behind Elasticsearch and Kibana, powering search applications, observability, and security analytics on one platform.
Enterprise Search
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8
Lightrun: Developer observability platform adding logs, metrics, and traces to running applications in real-time without redeployment.
Observability Platforms
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9
SigNoz is an open-source APM and observability platform providing traces, metrics, and logs in a single pane of glass as a self-hosted alternative to Datadog and New Relic.
Monitoring & Observability
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10
Dagster is an open-source data orchestration platform for building, testing, and maintaining data pipelines with integrated lineage, observability, and asset-based workflows.
Data Observability
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11
Lightstep: Observability platform from ServiceNow analyzing distributed system changes to help teams understand performance and incidents.
Observability Platforms
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12
Embrace: Mobile observability platform providing crash reporting, performance monitoring, and user session insights for iOS and Android.
Observability Platforms
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13
Asserts.ai: Observability platform that automatically discovers service topology and applies knowledge graphs for intelligent root cause analysis.
Observability Platforms
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14
Opsview: Unified monitoring platform providing complete observability across hybrid IT environments with business service dashboards.
Infrastructure Monitoring Platforms
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15
Opstrace: Open source observability distribution acquired by GitLab that bundles Cortex, Loki, Jaeger, and Grafana behind a single API.
Observability Platforms
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16
Cilium is an open-source eBPF-based networking, observability, and security platform for Kubernetes and cloud-native environments.
Container Networking
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17
Moogsoft: AI-powered observability platform that reduces alert noise, correlates incidents, and automates remediation workflows for IT operations.
AIOps Platforms
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18
Uptrends: Website and network monitoring service with global checkpoint network providing uptime monitoring, performance testing, and real user monitoring.
Application Performance Monitoring
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19
Jaeger is an open-source distributed tracing platform for monitoring and troubleshooting microservices-based architectures.
Distributed Tracing
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20
Zinc: Lightweight alternative to Elasticsearch for full-text search written in Go with significantly lower resource requirements.
Observability Platforms
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21
Pixie: Open source observability tool for Kubernetes using eBPF to automatically capture telemetry data without code instrumentation.
Observability
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22
StackState: Topology-powered observability platform providing full-stack visibility with automated root cause analysis for cloud-native environments.
Observability Platforms
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23
Edge Delta: Distributed observability platform processing logs and metrics at the edge before centralized analysis.
Observability Platforms
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24
Fiddler AI: AI observability platform for monitoring, explaining, and analyzing ML model predictions in production.
AI Observability
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25
OpenObserve: Open source observability platform for logs, metrics, traces, and analytics with 140x less storage than Elasticsearch.
Observability Platforms
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26
OpenSearch: Community-driven open source search and analytics suite from AWS forked from Elasticsearch with Apache 2.0 license.
Log Analytics Platforms
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27
PlayerZero: AI platform that detects and diagnoses customer-facing product issues in real time.
Observability Platforms
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28
Odigos: Open source observability control plane that auto-instruments applications with OpenTelemetry without code changes.
Observability Platforms
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29
Aporia: ML observability platform providing real-time monitoring, alerting, and investigation for production models.
AI Observability
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30
Causely: Causal AI platform for observability automatically diagnosing root causes in cloud applications.
AI Observability
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31
ScyllaDB is a NoSQL database compatible with Cassandra at 10x lower latency.
Database Tools
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32
Fluent Bit: Lightweight and high-performance log processor and forwarder designed for edge and containerized environments.
Observability Platforms
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33
GreptimeDB: Open-source time-series database with cloud offering optimized for observability and IoT metrics.
Time Series Analytics
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34
Olly: AI-powered observability assistant for SRE teams.
Observability Platforms
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35
Sematext: Observability platform combining metrics, logs, traces, RUM, and synthetic monitoring for full-stack visibility.
Observability Platforms
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36
MLflow: Open-source platform for managing the ML lifecycle including experimentation, reproducibility, and model deployment.
Machine Learning Platforms
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Frequently asked

What is the best observability platforms software?

The guide above features observability platforms tools with complete, vendor-maintained profiles. Open any profile for real pricing, compliance, and buyer-fit detail before you shortlist.

How does Cubbie choose these observability platforms tools?

Listings come from the live Cubbie catalog. Cubbie does not accept payment for ranking position.

Ranked from Cubbie's live catalog, https://www.cubbie.com/best/observability-platforms