programcode

Review · Observability tools

SigNoz review

A flexible OpenTelemetry observability stack, but production teams should model ingestion costs and verify self-hosting requirements.

7.6/10ProgramCode score

We may earn a commission if you buy through links on this page. It never changes a score or a ranking. How we make money

The bottom line

A broad OpenTelemetry observability platform with clear usage rates and real self-hosting trade-offs.

SigNoz combines APM, logs, traces, infrastructure monitoring, alerts, and dashboards in a cloud service or a self-hosted open-source edition. OpenTelemetry instrumentation and connected signals make it a fit for teams that want one place to investigate service issues without adopting separate tools for each telemetry type.

The trade-off is operational and financial: self-hosting means running the observability stack, while SigNoz Cloud bills by telemetry usage. Reddit feedback is mixed, with users praising its features and others raising concerns about SSO, consumption-based billing, and reliability. Check current feature availability and estimate ingestion before committing.

Good fit if

  • Teams already instrumenting with OpenTelemetry
  • Kubernetes and service observability
  • Teams wanting cloud or self-hosting

Skip it if

  • Teams requiring simple fixed-cost billing
  • Operators unwilling to run infrastructure
  • Teams needing unverified identity integrations
SigNoz homepage
SigNoz homepage, captured Nov 10, 2026

ScoresHow it rates

  • Features8.5
  • Ease of use7.5
  • Value for money8.5
  • Support7
  • User sentiment6.5

What works

  • Combines logs, metrics, traces, APM, and infrastructure monitoring
  • OpenTelemetry instrumentation supports portable telemetry collection
  • Correlates logs and traces for incident investigation
  • Cloud plans do not charge by host or teammate
  • Self-hosted open-source community edition is available

What doesn't

  • Cloud bills grow with logs, traces, and metric samples
  • Self-hosting adds infrastructure and operational work
  • Community edition identity options need current verification
  • Licence and data-export details need review before adoption
  • Reddit reports include concerns about inconsistent reliability

01What SigNoz is, technically

SigNoz is an observability platform, not an instrumentation library or command-line tool. Teams send telemetry to SigNoz Cloud or operate the open-source Community edition on their own infrastructure. It sits downstream of application instrumentation and collection: the homepage recommends OpenTelemetry instrumentation or the OpenTelemetry Collector, with a SigNoz Helm chart for Kubernetes and a route for AWS CloudWatch logs.

The platform brings APM, logs, traces, infrastructure monitoring, alerts, and dashboards into one place. Its columnar datastore supports high-cardinality observability data, and teams can query through the query builder, PromQL, or ClickHouse SQL. Logs have trace correlation, while traces can be loaded and analyzed with up to a million spans. That makes SigNoz a central store and investigation interface for service and infrastructure telemetry. It is not automatically a replacement for every existing monitoring component: teams still need to validate their collection paths, alert workflows, and operational requirements.

02SigNoz API, SDKs and docs

SigNoz's primary integration surface is OpenTelemetry: instrument applications or send data through the OpenTelemetry Collector. The homepage does not name programming languages or SDK packages, so check the vendor's documentation for language-specific instrumentation and supported exporters before choosing an implementation. The stated setup paths also include a Helm chart for collecting Kubernetes metrics, logs, and traces, and routing AWS CloudWatch logs to SigNoz Cloud.

For analysis, developers can use the query builder, PromQL, and ClickHouse SQL. The vendor points to a complete documentation index through llms.txt and says Markdown versions are available by appending .md to documentation URLs. For agent workflows, SigNoz offers an MCP server to bring telemetry into coding agents; Noz, inside SigNoz Cloud, can investigate incidents, tune alerts, and build dashboards. Confirm the precise MCP and telemetry integration requirements in the docs. The published product details do not identify a CLI or a general-purpose REST API, so verify those surfaces with the vendor if your deployment depends on them.

03SigNoz pricing for developers

Self-Hosted SigNoz (Community) is the open-source option and has no listed software price. The cost is the infrastructure and operations needed to run it. SigNoz Cloud's Teams plan starts at $49 per month, and that monthly minimum includes $49 of usage. Above the minimum, logs and traces cost $0.30 per GB and metrics cost $0.10 per million samples. There is no host- or teammate-based charge, and the plan includes unlimited teammates and hosts.

Eligible startups can pay $19 per month for the first 12 months, including $19 of telemetry usage. Enterprise starts at $4,000 per month; Dedicated Cloud includes up to $4,000 in monthly ingestion usage. Enterprise also offers cloud, BYOC, or self-hosted deployment, volume discounts, annual contracts, dedicated support, and guided migration. The vendor lists no annual price for Teams or Enterprise. Model logs, traces, and metric samples using the pricing calculator, and account for usage above the included minimum. The pricing page lists no separate rate-limit fee or numeric rate limit; ask about ingestion controls and any deployment-specific constraints.

Full SigNoz pricing breakdown →

04SigNoz: open source, self-hosting and lock-in

SigNoz offers an open-source Community edition that teams can self-host and self-manage, as well as cloud and Enterprise deployment options. The available product details do not name the open-source licence, so check the current repository licence before modifying, redistributing, or embedding the software. Enterprise options include cloud, BYOC, and self-hosted deployments.

OpenTelemetry is a meaningful portability point: the vendor positions it as an open standard that can keep instrumentation portable as a stack changes. That does not by itself guarantee a simple exit. Confirm how to export stored logs, metrics, traces, dashboards, and alert definitions, and test whether your current telemetry pipeline can route to another backend. The product details do not describe export formats or a migration procedure. With self-hosting, teams control their deployment environment but take responsibility for operating the stack; cloud users should confirm data access and export terms before relying on the service.

05SigNoz in production

SigNoz lists SOC 2 Type II and HIPAA compliance and offers Enterprise deployment choices that include dedicated cloud and BYOC. Confirm which regions, controls, contracts, and features apply to your plan before sending regulated data. The homepage describes traces with up to a million spans, but that is not an ingestion-rate or retention guarantee. Ask the vendor for applicable rate limits, retention terms, service-level commitments, and scaling guidance for your workload.

Self-hosted operators should plan for the observability stack's infrastructure and maintenance. A SigNoz maintainer described distributed ClickHouse support for running multiple shards to handle large ingestion rates; validate the current deployment guidance against your edition and scale. Reddit feedback is mixed: some users report successful Kubernetes deployments and useful capabilities, while others report intermittent behavior or object to identity features being gated. A later maintainer comment says Community edition added Google OAuth support, so verify current SSO providers and release status instead of relying on older reports. Model usage and set ingestion controls to limit noisy telemetry.

From the threadsWhat users say

Reddit sentiment is mixed. Developers value the open-source option and telemetry features, while complaints focus on identity access, usage-based billing, and occasional reliability problems.

SSO concerns
No SSO for community version hard pass
r/kubernetes · view thread
Billing concerns
Consumption-based pricing for self-hosted options make no sense to me. It’s completely artificial pricing
r/kubernetes · view thread
Reliability report
Tried it on the test cluster and found that it would work one day and not the other day without changes so we dropped it for LGTM stack
r/kubernetes · view thread
Positive deployment
Currently deployed SigNoz on our clusters and it works perfectly
r/kubernetes · view thread

Questions people ask

Can we use SigNoz without SigNoz Cloud?

Yes. SigNoz offers Self-Hosted SigNoz (Community), an open-source edition that teams run and manage on their own infrastructure. Enterprise also has self-hosted deployment options. Self-hosting avoids the cloud plan's telemetry charges but leaves infrastructure and operations to your team.

How does SigNoz collect telemetry?

The vendor recommends OpenTelemetry instrumentation or the OpenTelemetry Collector. Its stated setup options include a SigNoz Helm chart for Kubernetes metrics, logs, and traces, plus routing AWS CloudWatch logs to SigNoz Cloud. Check the documentation for language-specific SDKs and exporters for your stack.

Can SigNoz monitor Kubernetes?

Yes. The vendor says the SigNoz Helm chart can collect Kubernetes cluster metrics, logs, and traces. SigNoz also presents infrastructure monitoring for Kubernetes, hosts, and cloud metrics alongside services. Confirm collection requirements and scaling guidance for your cluster in the documentation.

Does SigNoz support SSO in Community edition?

A SigNoz maintainer said Community edition added Google OAuth support in release v0.85.0, while older Reddit comments objected to SSO being unavailable. Check the current release notes and documentation for supported providers; do not assume all OAuth or OIDC options are included.

Can agents connect to SigNoz?

The vendor offers a SigNoz MCP server for bringing telemetry into coding agents. Noz, an AI teammate inside SigNoz Cloud, can investigate incidents, tune alerts, and build dashboards. Check the MCP documentation for supported clients, permissions, and setup requirements before using it in production.

Sources

  1. SigNoz homepage
  2. SigNoz pricing page
  3. Reddit: I’m co-founder at SigNoz - an open-source Datadog alternative with over 22k Github stars. Ask Me Anything! [AMA]
  4. Reddit: SigNoz - A self-hosted and open source alternative to DataDog, NewRelic releases v0.12.0 with support for distributed setup in ClickHouse
  5. Reddit: Why isn't SigNoz popular?