Comparison

SuperAnnotate vs Toloka

On the evidence we track, Toloka leads this comparison with a composite score of 43/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
SuperAnnotate29
Toloka43
Score
Vioscale score
SuperAnnotate29 / 100low · 30%
Toloka43 / 100low · 41%
Pricing
Free tier
SuperAnnotate
Toloka
Model
SuperAnnotatecommercial
Tolokaquote
Price level
SuperAnnotateunknown
Tolokaunknown
Transparent
SuperAnnotate
Toloka
Integrations
Count
SuperAnnotate2
Toloka6
Security
Gdpr
SuperAnnotate
Toloka
Hipaa
SuperAnnotate
Toloka
Iso27001
SuperAnnotate
Toloka
Soc2
SuperAnnotate
Toloka
Market
Availability

Capabilities

Feature-by-feature on the axes that matter for data labeling. “-” means undocumented, not absent.

Capabilities
Model assisted labeling
SuperAnnotate-
Toloka
Programmatic labeling
SuperAnnotate-
Toloka
Rlhf preference data
SuperAnnotate-
Toloka
On prem private cloud
SuperAnnotate-
Toloka
Open source
SuperAnnotate-
Toloka
SOC2
SuperAnnotate-
Toloka

What each one is

The product in its own terms, so the numbers below have context.

SuperAnnotate

A platform that combines AI-powered annotation tools, data management capabilities, and human expertise to help ML teams produce accurate training datasets. Supports multimodal data (text, image, video, audio) with workflow automation, quality assurance, and project management features.

Independently observed

Toloka

Leader

Platform that builds custom data collection and annotation pipelines for AI model development, leveraging a network of specialists across domains to create training datasets, preference data, and quality assurance for LLMs and AI agents.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

SuperAnnotate

Hybrid

Contact sales for pricing details

  • Starter-
    • Image, video, text, and audio editors
    • Data curation and exploration
    • Analytics and insights
    • Team and project management
    • Platform onboarding
  • EnterpriseContact sales
    • Fully customizable multimodal editor
    • Advanced analytics and insights
    • Dedicated solutions engineer
    • AI DataOps consulting
    • SSO
    • +2 more
as of verify ↗

Toloka

Leader
Quote-based
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
SuperAnnotate
Toloka
CLI
SuperAnnotate
Toloka
Deployment
Cloud / SaaS
SuperAnnotate
Toloka
On-premise
SuperAnnotate
Toloka

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (1)
  • Databricks

SuperAnnotate

2 total - 1 not shared
  • Meta AI Segment Anything Model
Independently observed

Toloka

Leader
6 total - 5 not shared
  • Nebius
  • Microsoft Azure
  • Zendesk
  • Tavily
  • Model Context Protocol (MCP)
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.