Langfuse vs Weights & Biases: Which Should You Choose in 2026?
Choosing between Langfuse and Weights & Biases 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 28, 2026 · Methodology
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Langfuse
Open Source LLM Engineering Platform for debugging and improving your LLM application.
Best for you if:
- • You need debugging features specifically
- • Provides observability, traces, and metrics for LLM applications.
- • Offers prompt management, evaluation, and annotation features.
Weights & Biases
ML experiment tracking
Best for you if:
- • You want the higher-rated option (8.8/10 vs 7.4/10)
- • You need data visualization features specifically
- • MLOps platform for experiment tracking
- • Visualize and compare ML training runs
| At a Glance |  Langfuse |  Weights & Biases |
|---|---|---|
Price | Free + Paid | Free + Paid |
Best For | Debugging | Data Visualization |
Rating | 74/100 | 88/100 |
| Feature | Langfuse | Weights & Biases |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| Editorial Score | 74 | 88 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 108 |
| Categories | DebuggingAI Prompt Tools | Data VisualizationAI Model Deployment |
How Langfuse and Weights & Biases Compare
Langfuse
Open Source LLM Engineering Platform for debugging and improving your LLM application.
Free tier available · 74/100 score
Weights & Biases
ML experiment tracking
Free tier available · 88/100 score
Langfuse is a debugging tool. Weights & Biases is in data visualization.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: Langfuse
Want the highest-rated option?
Langfuse: 74/100. Weights & Biases: 88/100.
Go with: Weights & Biases
Value user reviews?
Neither has user reviews yet.
Go with: Weights & Biases
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?
Langfuse is a debugging tool. Weights & Biases is in data visualization. Pick the category that matches your needs.
How important are ratings?
Weights & Biases scores higher: 88/100 vs 74/100.
Key Takeaways
Weights & Biases
- Higher score: 88/100 vs 74
- More community upvotes (108)
- Free tier available
- Our pick for this comparison
Langfuse
- Better fit for debugging
The Bottom Line
Weights & Biases (88/100) is our pick.
Frequently Asked Questions
Is Langfuse or Weights & Biases better?
Weights & Biases scores 88/100 in our evaluation. Both are freemium.
What are Langfuse and Weights & Biases used for?
Langfuse: Open Source LLM Engineering Platform for debugging and improving your LLM application.. Weights & Biases: ML experiment tracking.
What does Langfuse cost vs Weights & Biases?
Langfuse is freemium (free tier + paid plans). Weights & Biases is freemium (free tier + paid plans). Visit their websites for detailed pricing.