Scrapy vs Meltano: Which Should You Choose in 2026?
Choosing between Scrapy and Meltano 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.
Meltano
Open-source data integration platform
Best for you if:
- • You want the higher-rated option (8.4/10 vs 0.0/10)
- • You need something completely free
- • You need workflow automation features specifically
- • Meltano is an open-source platform for running Singer ELT pipelines
- • It orchestrates data extraction and loading with version-controlled configs
| At a Glance |  Meltano | |
|---|---|---|
Price | Free + Paid | Free |
Best For | Big Data Analytics | Workflow Automation |
Rating | —/100 | 84/100 |
| Feature | Scrapy | Meltano |
|---|---|---|
| Pricing Model | Freemium | Free |
| Editorial Score | — | 84 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Big Data AnalyticsAutomation | Workflow AutomationETL & Data Pipelines |
How Scrapy and Meltano Compare
Scrapy
The world's most-used open-source framework for fast and powerful web data extraction.
Free tier available
Meltano
Open-source data integration platform
Free · 84/100 score
Scrapy is a big data analytics tool. Meltano is in workflow automation.
Who Should Use What?
On a budget?
Meltano is free. Scrapy is freemium.
Go with: Meltano
Want the highest-rated option?
Meltano scores 84/100. Scrapy is unrated.
Go with: Meltano
Value user reviews?
Neither has user reviews yet.
Go with: Meltano
3 Questions to Help You Decide
What's your budget?
Scrapy is freemium. Meltano is free. Go with Meltano if free matters most.
What's your use case?
Scrapy is a big data analytics tool. Meltano is in workflow automation. Pick the category that matches your needs.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
Meltano
- Higher score: 84/100 vs unrated
- Completely free
- Our pick for this comparison
Scrapy
- Better fit for big data analytics
The Bottom Line
Meltano (84/100) is our pick.
Frequently Asked Questions
Is Scrapy or Meltano better?
Meltano scores 84/100 in our evaluation. Scrapy is freemium and Meltano is free.
What are Scrapy and Meltano used for?
Scrapy: The world's most-used open-source framework for fast and powerful web data extraction.. Meltano: Open-source data integration platform.
What does Scrapy cost vs Meltano?
Scrapy is freemium (free tier + paid plans). Meltano is completely free. Visit their websites for detailed pricing.