Google Vertex AI vs Toloka: Which Should You Choose in 2026?
Choosing between Google Vertex AI 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:
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
Toloka
Toloka
Best for you if:
- • You want to try before committing
- • You need toloka
- • You want to start free and upgrade later
| At a Glance |  Google Vertex AI |  Toloka |
|---|---|---|
Price | Paid | Free + Paid |
Best For | AI Data Labeling | AI Data Labeling |
Rating | 86/100 | —/100 |
| Feature | Google Vertex AI | Toloka |
|---|---|---|
| Pricing Model | Paid | Freemium |
| Editorial Score | 86 | — |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | AI Data LabelingAI Model Deployment | AI Data Labeling |
How Google Vertex AI and Toloka Compare
Google Vertex AI
Unified AI platform for ML development
Paid · 86/100 score
Toloka
Toloka
Free tier available
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?
Google Vertex AI is paid. Toloka is freemium. 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 Google Vertex AI or Toloka better?
Google Vertex AI scores 86/100 in our evaluation. Google Vertex AI is paid and Toloka is freemium.
What are Google Vertex AI and Toloka used for?
Google Vertex AI: Unified AI platform for ML development. Toloka: Toloka.
What does Google Vertex AI cost vs Toloka?
Google Vertex AI is a paid tool. Toloka is freemium (free tier + paid plans). Visit their websites for detailed pricing.