MLRun vs Dataloop: Which Should You Choose in 2026?
Choosing between MLRun and Dataloop 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:
MLRun
Open-source MLOps orchestration for managing ML and generative AI applications across their lifecycle.
Best for you if:
- • You need something completely free
- • You need etl & data pipelines features specifically
- • Automates the entire ML and Gen AI lifecycle from development to production.
- • Provides scalable real-time serving and application pipelines with built-in observability.
Dataloop
Modernize your data stack for the next wave of AI with a platform built for unstructured data and multimodal pipelines.
Best for you if:
- • You need ai data labeling features specifically
- • Comprehensive platform for the entire AI data lifecycle, focusing on unstructured and multimodal data.
- • Enables rapid development and deployment of AI applications with integrated data management, model building, and pipeline orchestration.
| At a Glance |  MLRun |  Dataloop |
|---|---|---|
Price | Free | Paid |
Best For | ETL & Data Pipelines | AI Data Labeling |
Rating | —/100 | —/100 |
| Feature | MLRun | Dataloop |
|---|---|---|
| Pricing Model | Free | Paid |
| Editorial Score | — | — |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | ETL & Data PipelinesAI Model Deployment | AI Data LabelingAI Model Deployment |
How MLRun and Dataloop Compare
MLRun
Open-source MLOps orchestration for managing ML and generative AI applications across their lifecycle.
Free
Dataloop
Modernize your data stack for the next wave of AI with a platform built for unstructured data and multimodal pipelines.
Paid
MLRun is a etl & data pipelines tool. Dataloop is in ai data labeling.
Who Should Use What?
On a budget?
MLRun is free. Dataloop is paid.
Go with: MLRun
Want the highest-rated option?
Neither has been rated yet.
Go with: MLRun
Value user reviews?
Neither has user reviews yet.
Go with: MLRun
3 Questions to Help You Decide
What's your budget?
MLRun is free. Dataloop is paid. Go with MLRun if free matters most.
What's your use case?
MLRun is a etl & data pipelines tool. Dataloop is in ai data labeling. Pick the category that matches your needs.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
MLRun
- Completely free
- Our pick for this comparison
Dataloop
- Better fit for ai data labeling
The Bottom Line
MLRun is our pick.
Frequently Asked Questions
Is MLRun or Dataloop better?
MLRun scores high/100 in our evaluation. MLRun is free and Dataloop is paid.
What are MLRun and Dataloop used for?
MLRun: Open-source MLOps orchestration for managing ML and generative AI applications across their lifecycle.. Dataloop: Modernize your data stack for the next wave of AI with a platform built for unstructured data and multimodal pipelines..
What does MLRun cost vs Dataloop?
MLRun is completely free. Dataloop is a paid tool. Visit their websites for detailed pricing.