Label Studio vs Toloka: Which Should You Choose in 2026?
Choosing between Label Studio and Toloka 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:
Label Studio
The most flexible open-source data labeling platform for AI models and LLM fine-tuning.
Best for you if:
- • You want the higher-rated option (9.0/10 vs 0.0/10)
- • You need something completely free
- • Open-source data labeling platform for various data types.
- • Supports LLM fine-tuning, evaluation, and ML-assisted labeling.
Toloka
Toloka
Best for you if:
- • You need toloka
- • You want to start free and upgrade later
| At a Glance |  Label Studio |  Toloka |
|---|---|---|
Price | Free | Free + Paid |
Best For | AI Data Labeling | AI Data Labeling |
Rating | 90/100 | —/100 |
| Feature | Label Studio | Toloka |
|---|---|---|
| Pricing Model | Free | Freemium |
| Editorial Score | 90 | — |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | AI Data LabelingAI Fine-Tuning | AI Data Labeling |
How Label Studio and Toloka Compare
Label Studio
The most flexible open-source data labeling platform for AI models and LLM fine-tuning.
Free · 90/100 score
Toloka
Toloka
Free tier available
Who Should Use What?
On a budget?
Label Studio is free. Toloka is freemium.
Go with: Label Studio
Want the highest-rated option?
Label Studio scores 90/100. Toloka is unrated.
Go with: Label Studio
Value user reviews?
Neither has user reviews yet.
Go with: Label Studio
3 Questions to Help You Decide
What's your budget?
Label Studio is free. Toloka is freemium. Go with Label Studio if free matters most.
What's your use case?
Both are ai data labeling tools. Compare their specific features to decide.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
Label Studio
- Higher score: 90/100 vs unrated
- Completely free
- Our pick for this comparison
Toloka
The Bottom Line
Label Studio (90/100) is our pick.
Frequently Asked Questions
Is Label Studio or Toloka better?
Label Studio scores 90/100 in our evaluation. Label Studio is free and Toloka is freemium.
What are Label Studio and Toloka used for?
Label Studio: The most flexible open-source data labeling platform for AI models and LLM fine-tuning.. Toloka: Toloka.
What does Label Studio cost vs Toloka?
Label Studio is completely free. Toloka is freemium (free tier + paid plans). Visit their websites for detailed pricing.