kitio.aiToloka vs Surge AI
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Toloka starts at See pricing page and Surge AI starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Expert data creation
- Agent evaluation environments
- Multilingual data
- Red-teaming
- Self-service labeling
- RLHF data
- Expert annotators
- Benchmark creation
- Red-teaming
- Quality control platform
| Feature | Toloka | Surge AI |
|---|---|---|
| Best for | Human expert data for AI agents and language models | Expert human data for training and evaluating language models |
| Category | Data & analytics | Data & analytics |
| Pricing model | Paid | Paid |
| Starting price | See pricing page | See pricing page |
| Free plan | No | No |
| Made by | Toloka | Surge AI |
| Based in | – | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Both offer: Red-teaming.
Pricing compared
Toloka starts at See pricing page and Surge AI starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Toloka
- Large multilingual workforce
- Agent testing focus
- Self-service option
- Custom pricing
- Less known than top rivals
Surge AI
- Strong reputation for data quality
- Skilled domain experts
- Used by leading AI labs
- Aimed at large customers
- No self-serve plan
Which one should you choose?
Choose Toloka if you want:
- Large multilingual workforce
- Agent testing focus
- Self-service option
Watch out: custom pricing.
Choose Surge AI if you want:
- Strong reputation for data quality
- Skilled domain experts
- Used by leading AI labs
Watch out: aimed at large customers.
Toloka vs Surge AI FAQ
What is the difference between Toloka and Surge AI?
Toloka: Human expert data for AI agents and language models. Surge AI: Expert human data for training and evaluating language models. Both are data & analytics tools.
Is Toloka or Surge AI cheaper?
Toloka starts at See pricing page and Surge AI starts at See pricing page. Check both pricing pages for current plans.
Do Toloka and Surge AI have free plans?
Toloka: No. Surge AI: No.
Who makes Toloka?
Toloka is made by Toloka.
Who makes Surge AI?
Surge AI is made by Surge AI, based in United States.
Which should I choose, Toloka or Surge AI?
Choose Toloka if you value large multilingual workforce and agent testing focus. Choose Surge AI if you value strong reputation for data quality and skilled domain experts.