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Monitoring & Observability shortlist: Fully managed + APM / Traces

Narrow your monitoring shortlist by budget tolerance, primary signal type, and operational model. A startup running on a free tier has fundamentally different needs than an enterprise spending $10K/month on full-stack observability.

How shortlists work: We match products against your constraints using pricing tiers, team fit, and workload alignment. Verify each against your specific requirements before committing.
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Fully managed APM / Traces

5 products match your constraints

Each product below fits the filters you selected. Click through to read the full decision brief — pricing behavior, limits, and what breaks first.

Unified monitoring platform combining infrastructure metrics ($15/host/mo), APM ($31/host/mo), and log management ($0.10/GB/day) with 750+ integrations. Breadth is the selling point; cost compounds as…

Cloud-native teams running 50-500 hosts that want a single v… Organizations where the engineering team values pre-built in… Teams running Kubernetes workloads that need container-aware…

Full-stack observability with consumption-based pricing ($0.30/GB after 100GB free/month). Covers APM, infrastructure, logs, and browser monitoring. The most generous free tier in the category.

Teams with many microservices or containers where per-host p… Startups and small teams that need production-grade observab… Organizations with strong .NET or Java applications where Ne…

Managed observability on open-source foundations (Grafana, Prometheus, Loki, Tempo). Metrics via PromQL, logs via LogQL, traces via TraceQL. Free tier: 10K active series, 50GB logs/month.

Teams already running Prometheus and Grafana self-hosted tha… Organizations that prioritize data portability and want to a… Cost-conscious teams that need production monitoring at lowe…
4

Sentry

Application error tracking and performance monitoring focused on code-level debugging. Stack traces, release health, session replay. Developer plan free; Team $26/mo; Business $80/mo.

Any development team that needs application error tracking —… Frontend teams building React, Vue, or mobile apps that need… Teams shipping frequently (daily or multiple times per day) …

Observability platform built around high-cardinality structured events and distributed tracing. Query-first debugging for complex distributed systems. Free tier: 20M events/month.

Senior engineering teams debugging complex microservice arch… Organizations adopting SLO-based reliability practices that … Teams that have outgrown dashboard-based monitoring and need…

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Free tier $500-2K/mo $2K+/mo
Infrastructure metrics APM / Traces Logs / Events
Fully managed Hybrid / self-hosted OK

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