Zyte vs Singer: Which Should You Choose in 2026?
Choosing between Zyte 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.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Zyte
Access the web's data, clean, ready, and at scale, with an all-in-one web scraping API.
Best for you if:
- • You need api tools features specifically
- • All-in-one Web Scraping API for data extraction, unblocking, and rendering.
- • Managed Data services to build and maintain custom web data feeds.
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 etl & data pipelines 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 |  Zyte | |
|---|---|---|
Price | Paid | Free |
Best For | API Tools | ETL & Data Pipelines |
Rating | —/100 | 80/100 |
| Feature | Zyte | Singer |
|---|---|---|
| Pricing Model | Paid | Free |
| Editorial Score | — | 80 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | API ToolsETL & Data Pipelines | ETL & Data PipelinesAPI Tools |
Understanding the Differences
Both Zyte and Singer solve similar problems, but they approach them differently.Zyte positions itself as "access the web's data, clean, ready, and at scale, with an all-in-one web scraping api." while Singerfocuses on "open-source data integration framework". These differences matter depending on what you're trying to accomplish.
When to Choose Zyte
Zyte makes sense if you're looking for a comprehensive paid solution.
When to Choose Singer
Singer is worth considering if you need a free tool. Scoring 80/100, it edges ahead in our evaluation.
Who Should Use What?
Bootstrapped or small team?
Singer won't cost you anything to start, which is exactly what early-stage teams need.
We'd pick: Singer
Growing fast?
Your team doubled last quarter and you need tools that won't break when you add 50 more people. Singer is built for teams that are leveling up.
We'd pick: Singer
Enterprise with complex needs?
You need SSO, compliance certifications, and a support team that picks up the phone. Zyte is built for organizations like yours.
We'd pick: Zyte
Still not sure? Answer these 3 questions
How much can you spend?
Zero budget? Singer won't cost you anything.
Do you care what other users think?
Both have similar review counts. Read a few before you commit.
Expert opinion or crowd wisdom?
Our team rated Singer higher (80/100). But the community has upvoted Singer more (0 votes). Pick your source of truth.
Key Takeaways
What Singer Does Better
- Higher overall score (80/100)
- Our recommendation for most use cases
Consider Zyte If
- Its specific features better match your workflow
- You prefer its interface or design approach
The Bottom Line
If we had to pick one, we'd go with Singer (80/100). But the honest answer is that "better" depends on your situation. Singer scores higher in our analysis, but Zyte might be the right choice if its specific strengths align with what you need most. Take advantage of free trials to test both before committing.
Frequently Asked Questions
Is Zyte or Singer better?
Based on our analysis, Singer scores higher with 80/100. Zyte ispaid while Singer is free. The best choice depends on your specific needs and budget. We recommend testing both with free trials if available.
Can I switch from Zyte to Singer easily?
Migration difficulty varies. Check if both tools support data export/import in compatible formats. Some tools offer migration assistance or have integration partners who can help with the transition.
Do Zyte and Singer offer free trials?
Most software in this category offers free trials or free tiers. Zyte is paid with potential trial.Singer is completely free. Visit their websites for current trial offers.