Phoenix vs Uptrace: Which Should You Choose in 2026?
Choosing between Phoenix and Uptrace 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:
Phoenix
Evaluate, experiment, and optimize AI products in real time with open-source LLM tracing.
Best for you if:
- • You want to try before committing
- • You need real-time analytics features specifically
- • Open-source LLM tracing and evaluation platform.
- • Provides real-time visibility, debugging, and optimization for AI products.
Uptrace
Open-source APM with distributed tracing
Best for you if:
- • You want the higher-rated option (7.8/10 vs 0.0/10)
- • You need debugging features specifically
- • Uptrace is an open-source APM powered by OpenTelemetry
- • It provides distributed tracing, metrics, and logs in one platform
| At a Glance |  Phoenix |  Uptrace |
|---|---|---|
Price | Free + Paid | Paid |
Best For | Real-Time Analytics | Debugging |
Rating | —/100 | 78/100 |
| Feature | Phoenix | Uptrace |
|---|---|---|
| Pricing Model | Freemium | Paid |
| Editorial Score | — | 78 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Real-Time AnalyticsDebugging | DebuggingMonitoring |
How Phoenix and Uptrace Compare
Phoenix
Evaluate, experiment, and optimize AI products in real time with open-source LLM tracing.
Free tier available
Uptrace
Open-source APM with distributed tracing
Paid · 78/100 score
Phoenix is a real-time analytics tool. Uptrace is in debugging.
Who Should Use What?
On a budget?
Phoenix has a free tier. Uptrace is paid only.
Go with: Phoenix
Want the highest-rated option?
Uptrace scores 78/100. Phoenix is unrated.
Go with: Uptrace
Value user reviews?
Neither has user reviews yet.
Go with: Uptrace
3 Questions to Help You Decide
What's your budget?
Phoenix is freemium. Uptrace is paid. Phoenix lets you start free.
What's your use case?
Phoenix is a real-time analytics tool. Uptrace is in debugging. Pick the category that matches your needs.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
Uptrace
- Higher score: 78/100 vs unrated
- Our pick for this comparison
Phoenix
- Has a free tier
- Better fit for real-time analytics
The Bottom Line
Uptrace (78/100) is our pick. Phoenix has a free tier if you want to test without paying.
Frequently Asked Questions
Is Phoenix or Uptrace better?
Uptrace scores 78/100 in our evaluation. Phoenix is freemium and Uptrace is paid.
What are Phoenix and Uptrace used for?
Phoenix: Evaluate, experiment, and optimize AI products in real time with open-source LLM tracing.. Uptrace: Open-source APM with distributed tracing.
What does Phoenix cost vs Uptrace?
Phoenix is freemium (free tier + paid plans). Uptrace is a paid tool. Visit their websites for detailed pricing.