Kedro vs Singer: Which Should You Choose in 2026?
Choosing between Kedro and Singer 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:
Kedro
An open-source framework for building production-ready data engineering and data science pipelines.
Best for you if:
- • You need etl & data pipelines features specifically
- • Applies software engineering best practices to data and ML pipelines.
- • Provides tools for pipeline visualization, data cataloging, and project standardization.
Singer
Open-source data integration framework
Best for you if:
- • You want the higher-rated option (8.0/10 vs 0.0/10)
- • You need api tools features specifically
- • Singer is an open-source standard for writing data integration scripts
- • It provides taps and targets for moving data between systems
| At a Glance |  Kedro |  Singer |
|---|---|---|
Price | Free | Free |
Best For | ETL & Data Pipelines | API Tools |
Rating | —/100 | 80/100 |
| Feature | Kedro | Singer |
|---|---|---|
| Pricing Model | Free | Free |
| Editorial Score | — | 80 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | ETL & Data Pipelines | API ToolsETL & Data Pipelines |
How Kedro and Singer Compare
Kedro
An open-source framework for building production-ready data engineering and data science pipelines.
Free
Singer
Open-source data integration framework
Free · 80/100 score
Kedro is a etl & data pipelines tool. Singer is in api tools.
Who Should Use What?
On a budget?
Both are free. Compare plans on their websites.
Go with: Kedro
Want the highest-rated option?
Singer scores 80/100. Kedro is unrated.
Go with: Singer
Value user reviews?
Neither has user reviews yet.
Go with: Singer
3 Questions to Help You Decide
What's your budget?
Both are free. Pricing won't help you decide here.
What's your use case?
Kedro is a etl & data pipelines tool. Singer is in api tools. Pick the category that matches your needs.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
Singer
- Higher score: 80/100 vs unrated
- Completely free
- Our pick for this comparison
Kedro
- Better fit for etl & data pipelines
The Bottom Line
Singer (80/100) is our pick.
Frequently Asked Questions
Is Kedro or Singer better?
Singer scores 80/100 in our evaluation. Both are free.
What are Kedro and Singer used for?
Kedro: An open-source framework for building production-ready data engineering and data science pipelines.. Singer: Open-source data integration framework.
What does Kedro cost vs Singer?
Kedro is completely free. Singer is completely free. Visit their websites for detailed pricing.