Last updated: March 2026
TraceKit vs SigNoz: Managed APM vs Open-Source Observability
SigNoz is an open-source APM built on OpenTelemetry and ClickHouse -- traces, metrics, and logs in one tool. TraceKit offers similar full-stack coverage at $29/month managed, adding live code monitoring and frontend observability that SigNoz does not yet provide.
Pricing and feature information is based on publicly available data as of March 2026. Check SigNoz's website for the latest.
Why developers choose TraceKit
Live Code Monitoring
Set live breakpoints in production and capture variable state without redeploying. SigNoz shows you traces and metrics, but cannot help you debug application logic at runtime.
7x Lower Starting Price
$29/month flat vs $199/month starting price for SigNoz Cloud. For self-hosted SigNoz, ClickHouse infrastructure alone costs more than TraceKit's total price.
Frontend Observability Built In
Browser error tracking, session replay linked to traces, source maps, and release tracking. SigNoz focuses on backend observability -- frontend monitoring requires additional tools.
Feature Comparison
| Feature | TraceKit | SigNoz |
|---|---|---|
| Tracing | ||
| Distributed Tracing | Yes | Yes |
| Auto-Instrumentation | Yes (OpenTelemetry) | Yes (OpenTelemetry-native) |
| Trace Visualization | Waterfall + Flamegraph | Waterfall + Flamegraph |
| Monitoring | ||
| Live Code Monitoring | Yes -- breakpoints without redeploy | No |
| Log Management | No | Yes (ClickHouse-based) |
| Custom Metrics | Yes | Yes |
| Alerting | Yes | Yes |
| Custom Dashboards | Yes | Yes |
| Frontend Observability | ||
| Session Replay | Yes (linked to traces) | No |
| Source Maps | Yes (debug ID + upload CLI) | No |
| Browser-to-Backend Traces | Yes (W3C traceparent) | Partial (OpenTelemetry web) |
| Platform | ||
| Setup Time | Under 5 minutes | 15-30 min (Docker Compose) or minutes (Cloud) |
| Open Source | No | Yes (Apache 2.0 / AGPL) |
| Pricing | ||
| Pricing Model | $29/month flat | Free (self-hosted) or from $199/month (Cloud) |
Pricing Comparison
TraceKit
$29/month
Flat monthly
One price includes distributed tracing, live code monitoring, custom metrics, dashboards, alerts, and security scanning. No usage-based overages.
None. What you see is what you pay.
SigNoz
Free (self-hosted, ClickHouse infra $200+/month), Cloud from $199/month
Self-hosted (open source) or SigNoz Cloud
SigNoz Community Edition is free and open-source. Self-hosting requires a ClickHouse cluster, which costs $200+/month for production workloads. SigNoz Cloud starts at $199/month with usage-based pricing for traces, logs, and metrics.
Self-hosted: ClickHouse operational complexity, storage scaling, backup management. Cloud: usage-based pricing on top of the base fee means costs grow with data volume.
Pricing considerations with SigNoz
- Self-hosted ClickHouse infrastructure costs $200+/month for production workloads
- SigNoz Cloud starts at $199/month -- nearly 7x TraceKit's flat price
- Cloud pricing adds usage-based charges on top of the base fee for traces, logs, and metrics
- Self-hosted requires ClickHouse expertise for operations, tuning, and scaling
Setup Comparison
See how TraceKit's setup compares to SigNoz:
// SigNoz: Deploy with Docker Compose (ClickHouse + OTel Collector)
// git clone https://github.com/SigNoz/signoz.git && cd signoz/deploy
// docker-compose -f docker-compose.yaml up -d
// // Configure OTel Collector, manage ClickHouse storage...
// TraceKit: One-line SDK setup, zero infrastructure
tracekit.Init("tk_your_key")When to choose SigNoz
We believe in honesty. SigNoz is a great product, and there are situations where it is the better choice.
- You want open-source full-stack observability with traces, metrics, and logs in one tool
- You are committed to OpenTelemetry-native tooling and want an open-source backend
- You prefer self-hosted with full control over your data on ClickHouse
- You need log management integrated with tracing -- which TraceKit does not offer
Frequently Asked Questions
For distributed tracing, error tracking, frontend monitoring, and production debugging -- yes. TraceKit covers these at $29/month vs SigNoz Cloud's $199/month starting price. If you need log management or want open-source with self-hosted control, SigNoz is the better fit.
SigNoz Cloud starts at $199/month with additional usage-based charges. TraceKit is $29/month flat with no usage-based overages. For small teams and indie developers, TraceKit is significantly more affordable.
SigNoz provides Docker Compose and Kubernetes deployment options. The initial setup is straightforward, but operating ClickHouse in production -- managing storage, replication, and performance tuning -- requires database expertise that small teams may not have.
Yes. SigNoz is fully OpenTelemetry-native, built from the ground up on the OpenTelemetry Collector and data model. TraceKit also supports OpenTelemetry, so instrumentation is portable between the two.
Yes. Since both are OpenTelemetry-native, migration is a configuration change -- update your OTLP exporter endpoint from SigNoz to TraceKit. Your existing instrumentation carries over without code changes.
Related Resources
Django makes development fast -- but the ORM can silently generate hundreds of queries per page. TraceKit shows you every N+1 query, traces Celery tasks end-to-end, and pinpoints which templates are slowing down your views.
The 8 best APM tools in 2026 ranked and compared. Detailed reviews of Datadog, New Relic, TraceKit, Grafana, Sentry, Dynatrace, Elastic, and Honeycomb.
Step-by-step APM implementation checklist covering SDK installation, instrumentation, alerting, and production rollout with OpenTelemetry best practices.
Learn distributed tracing patterns and best practices for Go
Ready to try a simpler APM?
Get started with TraceKit in under 5 minutes. No credit card required, no per-host pricing, no surprises.