Traceloop vs SigNoz: Which Should You Choose in 2026?
Choosing between Traceloop and SigNoz comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
By Toolradar Team · Last updated February 22, 2026 · Methodology
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Traceloop
Accelerate LLM application development with continuous evaluation and monitoring.
Best for you if:
- • You need real-time analytics features specifically
- • Provides continuous evaluation and monitoring for LLM applications.
- • Offers instant visibility into LLM performance and quality with built-in and custom metrics.
SigNoz
Open-source APM and observability
Best for you if:
- • You want the higher-rated option (8.4/10 vs 0.0/10)
- • You need data visualization features specifically
- • SigNoz is an open-source observability platform for metrics and traces
- • It provides APM, logs, and distributed tracing in one tool
| At a Glance |  Traceloop |  SigNoz |
|---|---|---|
Price | Free + Paid | Free + Paid |
Best For | Real-Time Analytics | Data Visualization |
Rating | —/100 | 84/100 |
| Feature | Traceloop | SigNoz |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| Editorial Score | — | 84 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Real-Time AnalyticsMonitoring | Data VisualizationMonitoring |
How Traceloop and SigNoz Compare
Traceloop
Accelerate LLM application development with continuous evaluation and monitoring.
Free tier available
SigNoz
Open-source APM and observability
Free tier available · 84/100 score
Traceloop is a real-time analytics tool. SigNoz is in data visualization.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: Traceloop
Want the highest-rated option?
SigNoz scores 84/100. Traceloop is unrated.
Go with: SigNoz
Value user reviews?
Neither has user reviews yet.
Go with: SigNoz
3 Questions to Help You Decide
What's your budget?
Both are freemium. Pricing won't help you decide here.
What's your use case?
Traceloop is a real-time analytics tool. SigNoz is in data visualization. Pick the category that matches your needs.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
SigNoz
- Higher score: 84/100 vs unrated
- Free tier available
- Our pick for this comparison
Traceloop
- Better fit for real-time analytics
The Bottom Line
SigNoz (84/100) is our pick.
Frequently Asked Questions
Is Traceloop or SigNoz better?
SigNoz scores 84/100 in our evaluation. Both are freemium.
What are Traceloop and SigNoz used for?
Traceloop: Accelerate LLM application development with continuous evaluation and monitoring.. SigNoz: Open-source APM and observability.
What does Traceloop cost vs SigNoz?
Traceloop is freemium (free tier + paid plans). SigNoz is freemium (free tier + paid plans). Visit their websites for detailed pricing.