Traceloop vs Helicone: Which is Better in 2026?
Choosing between Traceloop and Helicone 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.
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 AI assistants features specifically
- • Provides continuous evaluation and monitoring for LLM applications.
- • Offers instant visibility into LLM performance and quality with built-in and custom metrics.
Helicone
Build reliable AI apps with Helicone: AI Gateway & LLM Observability for debugging, routing, and analysis.
Best for you if:
- • You need API tools features specifically
- • Routes, debugs, and analyzes AI applications.
- • Offers LLM observability and an AI Gateway.
| At a Glance |  Traceloop |  Helicone |
|---|---|---|
Starts at | Contact us/moEnterprise | $100/monthPro |
Best For | AI Assistants | API Tools |
Rating | - | - |
Choose Traceloop or Helicone?
Choose Traceloop if
Accelerate LLM application development with continuous evaluation and monitoring.
- Quick setup with one line of code for immediate visibility.
- Offers both standard and custom evaluation capabilities for tailored quality definitions.
- Integrates seamlessly into existing development workflows and tech stacks.
- Your work is AI assistants-shaped, not API tools-shaped
Choose Helicone if
Build reliable AI apps with Helicone: AI Gateway & LLM Observability for debugging, routing, and analysis.
- LLM observability
- Request logging
- Cost tracking
- Your work is API tools-shaped, not AI assistants-shaped
| Feature | Traceloop | Helicone |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| User Rating | No ratings yet | No ratings yet |
| Categories | AI AssistantsDeveloper Tools | API ToolsDebugging |
In-Depth Analysis
Traceloop
Accelerate LLM application development with continuous evaluation and monitoring.
Strengths
- +Quick setup with one line of code for immediate visibility.
- +Offers both standard and custom evaluation capabilities for tailored quality definitions.
- +Integrates seamlessly into existing development workflows and tech stacks.
- +Built on open standards, reducing vendor lock-in.
- +Enterprise-ready with compliance and flexible deployment options.
Weaknesses
- -The free tier has a limit of 50,000 spans per month, which might be restrictive for larger projects.
- -Requires understanding of LLM evaluation metrics to fully leverage custom evaluators.
Key features
Helicone
Build reliable AI apps with Helicone: AI Gateway & LLM Observability for debugging, routing, and analysis.
Strengths
- +LLM observability
- +Request logging
- +Cost tracking
- +Good for AI apps
- +Fair pricing
Weaknesses
- -Newer platform
- -Limited features
- -Still maturing
- -Integration effort
- -Documentation improving
Key features
Pricing: Traceloop vs Helicone
| Plan | Traceloop | Helicone |
|---|---|---|
| Tier 1 | $0 / mo Free Forever | Free Free |
| Tier 2 | Contact us Enterprise | $100 month Pro |
| Tier 3 | N/A | custom Enterprise |
Pricing verified from each vendor's public pricing page. Compare in detail on Traceloop pricing and Helicone pricing.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: Traceloop
Want the highest-rated option?
Neither has user reviews yet.
Go with: Traceloop
Value user reviews?
Neither has user reviews yet.
Go with: Helicone
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 AI assistants tool. Helicone is in API tools. Pick the category that matches your needs.
How important are ratings?
Neither has user reviews yet.
Key Takeaways
Helicone
- Free tier available
- Our pick for this comparison
Traceloop
- Better fit for AI assistants
The Bottom Line
Helicone is our pick.
Frequently Asked Questions
Is Traceloop or Helicone better?
Helicone is rated in our evaluation. Both are freemium.
What are Traceloop and Helicone used for?
Traceloop: Accelerate LLM application development with continuous evaluation and monitoring.. Helicone: Build reliable AI apps with Helicone: AI Gateway & LLM Observability for debugging, routing, and analysis..
What does Traceloop cost vs Helicone?
Traceloop is freemium (free tier + paid plans). Helicone is freemium (free tier + paid plans). Visit their websites for detailed pricing.