Toloka vs Google Vertex AI: Which Should You Choose in 2026?
Choosing between Toloka and Google Vertex AI 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:
Toloka
Toloka
Best for you if:
- • You want to try before committing
- • You need toloka
- • You want to start free and upgrade later
Google Vertex AI
Unified AI platform for ML development
Best for you if:
- • You want the higher-rated option (8.6/10 vs 0.0/10)
- • Google Vertex AI is a unified ML platform for building, deploying, and managing AI models
- • It provides AutoML, custom training, model registry, and deployment to endpoints
| At a Glance |  Toloka |  Google Vertex AI |
|---|---|---|
Price | Free + Paid | Paid |
Best For | AI Data Labeling | AI Data Labeling |
Rating | —/100 | 86/100 |
| Feature | Toloka | Google Vertex AI |
|---|---|---|
| Pricing Model | Freemium | Paid |
| Editorial Score | — | 86 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | AI Data Labeling | AI Data LabelingAI Model Deployment |
How Toloka and Google Vertex AI Compare
Toloka
Toloka
Free tier available
Google Vertex AI
Unified AI platform for ML development
Paid · 86/100 score
Who Should Use What?
On a budget?
Toloka has a free tier. Google Vertex AI is paid only.
Go with: Toloka
Want the highest-rated option?
Google Vertex AI scores 86/100. Toloka is unrated.
Go with: Google Vertex AI
Value user reviews?
Neither has user reviews yet.
Go with: Google Vertex AI
3 Questions to Help You Decide
What's your budget?
Toloka is freemium. Google Vertex AI is paid. Toloka lets you start free.
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
Google Vertex AI
- Higher score: 86/100 vs unrated
- Our pick for this comparison
Toloka
- Has a free tier
The Bottom Line
Google Vertex AI (86/100) is our pick. Toloka has a free tier if you want to test without paying.
Frequently Asked Questions
Is Toloka or Google Vertex AI better?
Google Vertex AI scores 86/100 in our evaluation. Toloka is freemium and Google Vertex AI is paid.
What are Toloka and Google Vertex AI used for?
Toloka: Toloka. Google Vertex AI: Unified AI platform for ML development.
What does Toloka cost vs Google Vertex AI?
Toloka is freemium (free tier + paid plans). Google Vertex AI is a paid tool. Visit their websites for detailed pricing.