Scrapy vs Singer: Which Should You Choose in 2026?
Choosing between Scrapy 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 22, 2026 · Methodology
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Scrapy
The world's most-used open-source framework for fast and powerful web data extraction.
Best for you if:
- • You need big data analytics features specifically
- • Open-source Python framework for web data extraction.
- • Fast, powerful, and highly customizable for building web spiders.
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 something completely free
- • 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 |  Singer | |
|---|---|---|
Price | Free + Paid | Free |
Best For | Big Data Analytics | API Tools |
Rating | —/100 | 80/100 |
| Feature | Scrapy | Singer |
|---|---|---|
| Pricing Model | Freemium | Free |
| Editorial Score | — | 80 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Big Data AnalyticsAutomation | API ToolsETL & Data Pipelines |
How Scrapy and Singer Compare
Scrapy
The world's most-used open-source framework for fast and powerful web data extraction.
Free tier available
Singer
Open-source data integration framework
Free · 80/100 score
Scrapy is a big data analytics tool. Singer is in api tools.
Who Should Use What?
On a budget?
Singer is free. Scrapy is freemium.
Go with: Singer
Want the highest-rated option?
Singer scores 80/100. Scrapy 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?
Scrapy is freemium. Singer is free. Go with Singer if free matters most.
What's your use case?
Scrapy is a big data analytics 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
Scrapy
- Better fit for big data analytics
The Bottom Line
Singer (80/100) is our pick.
Frequently Asked Questions
Is Scrapy or Singer better?
Singer scores 80/100 in our evaluation. Scrapy is freemium and Singer is free.
What are Scrapy and Singer used for?
Scrapy: The world's most-used open-source framework for fast and powerful web data extraction.. Singer: Open-source data integration framework.
What does Scrapy cost vs Singer?
Scrapy is freemium (free tier + paid plans). Singer is completely free. Visit their websites for detailed pricing.