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Scale AI vs Toloka: Which Data Labeling Is Better in 2026?

Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.

Scale AI
Scale AI
Rating
,
Reviews
0
From
Custom

in Data Labeling

Toloka
Toloka
Leads 2/9
Rating
,
Reviews
0
From
Custom

in Data Labeling

Jump to scorecard Ask SIA

The Short Answer

Scale AI vs Toloka, in 15 seconds

Choose Scale AI if…

  • You want deeper AI and automation features

Choose Toloka if…

  • You depend on a broad integration ecosystem

Head-to-Head Scorecard

How Scale AI and Toloka score

Toloka leads on 2 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Scale
    No reviews
    Toloka
    No reviews

  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Scale
    0
    Toloka
    0

  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    Scale
    Custom
    Toloka
    Custom

  • Free Access

    Availability of a free plan and/or free trial

    Even
    Scale
    Paid only
    Toloka
    Paid only

  • Integrations

    Number of listed third-party integrations

    Toloka
    Scale
    4
    Toloka
    6

  • Features

    Number of listed product capabilities

    Even
    Scale
    6
    Toloka
    6

  • AI Features

    Capabilities mentioning AI, automation or ML

    Scale AI
    Scale
    3
    Toloka
    ,

  • Security & Compliance

    Number of listed compliance certifications

    Even
    Scale
    3
    Toloka
    3

  • Platforms & Deployment

    Supported platforms and deployment options

    Toloka
    Scale
    3
    Toloka
    4

Feature Comparison

Scale AI vs Toloka feature breakdown

Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.

Scale AI
Toloka
Overview
User rating
,
,
Pricing model
QUOTE_BASED
Usage-Based
Starting price
Custom
Custom
Free version
Free trial
Features
Key capabilities
Data EngineData labeling and annotationAI evaluation and benchmarkingAgentic AI for enterpriseGenAI platformPhysical AI
Expert data creationModel evaluationRed teamingCrowd workforceQuality review workflowsModel-assisted labeling
AI features
AI evaluation and benchmarkingAgentic AI for enterprisePhysical AI
,
Integrations & API
Integrations
AWS S3Google Cloud StorageAzure Blob StorageHugging Face
AWS S3Google Cloud StorageAzure BlobPython SDKHugging FaceREST APIs
Public API
Platforms
Deployment
Cloud
CloudSaaS
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2ISO 27001GDPR
SOC 2ISO 27001GDPR
Vendor
Company
,
,
Verified
Founded
2016
2014
Headquarters
San Francisco, California, USA
Amsterdam, Netherlands

Pricing Comparison

Scale AI vs Toloka pricing

Entry pricing, plan tiers and the cost factors that shape total cost of ownership.

Scale AI

Custom to start
EnterpriseCustom
  • Custom agreements
  • Data Engine and evaluation
  • GenAI platform

Toloka

Custom to start
ProCustom
  • Integrations
  • Model evaluation
  • Higher usage limits
  • Expert data creation
EnterpriseCustom
  • Crowd workforce
  • SSO and admin controls
  • Red teaming
  • Everything in Pro

Total cost of ownership factors

Free planScale Toloka
Free trial to evaluateScale Toloka
Transparent published pricingScale Toloka
Public API (build vs. buy add-ons)Scale Toloka

Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.

Pros & Cons

Scale AI vs Toloka: strengths and trade-offs

Scale AI

Pros

  • Compliance: SOC 2, ISO 27001, GDPR
  • Stronger AI / automation features
  • Public API available

Cons

  • No free plan
  • No free trial
  • Pricing is quote-based (less transparent)
  • Fewer native integrations than the alternative

Toloka

Pros

  • Broad integration ecosystem (6)
  • Compliance: SOC 2, ISO 27001, GDPR
  • Public API available

Cons

  • No free plan
  • No free trial
  • Pricing is quote-based (less transparent)

Buyer Fit

Who should use Scale AI vs Toloka?

Startups

Either

Either keeps early-stage costs lowest with its entry tier.

Small businesses

Either

Either offers the most accessible pricing for lean teams.

Agencies

Toloka

Toloka connects to more tools for multi-client workflows.

Enterprises

Either

Either leads on compliance and breadth for complex needs.

Ecommerce

Toloka

Toloka integrates with more of the commerce stack.

SaaS companies

Scale AI

Scale AI is the more developer- and automation-friendly choice.

Integration overlap

Shared integrations (3)

AWS S3Google Cloud StorageHugging Face

Only in Scale AI (1)

Azure Blob Storage

Only in Toloka (3)

Azure BlobPython SDKREST APIs

Keep Exploring

Other alternatives worth considering

Similar data labeling products buyers compare alongside Scale AI and Toloka.

Dataloop

Dataloop

Custom
Kili Technology

Kili Technology

$9/mo
Appen

Appen

Custom
Sama

Sama

Custom
Encord

Encord

Custom
V7

V7

Custom
More Scale AI alternatives →More Toloka alternatives →

Ask SIA which solution fits your business

SIA, Saaskart's AI buying assistant, weighs Scale AI and Toloka against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.

Get a personalised recommendation

Scale AI vs Toloka, Frequently Asked Questions

What is the difference between Scale AI and Toloka?

Scale AI and Toloka are both Data Labeling solutions. Scale AI is rated 0.0/5 by 0 users, while Toloka is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.

Which is better, Scale AI or Toloka?

Based on user ratings, Scale AI scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.

Which is cheaper, Scale AI or Toloka?

Both products have custom pricing. We recommend contacting both vendors for a quote tailored to your team size.

Does Scale AI or Toloka have a free plan?

Neither Scale AI nor Toloka currently offers a free plan, but both offer paid plans with various tiers.

Can I switch from Scale AI to Toloka?

Switching between Scale AI and Toloka is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

Who should use Scale AI vs Toloka?

Scale AI is best suited for teams that prioritise enterprise features. Toloka works well for teams needing advanced capabilities.

Our Verdict

The bottom line on Scale AI vs Toloka

Best Overall

Either

It's a tie balances user satisfaction and proven adoption.

Best for Startups

Either

It's a tie has the friendliest entry point for new teams.

Best for Enterprise

Either

It's a tie leads on compliance and feature breadth.

Best Value

Either

It's a tie delivers the lowest cost to get started.

Best AI Features

Scale AI

Scale AI ships more AI and automation.

Highest Rated

Either

Both earn equal user ratings.

Ready to decide between Scale AI and Toloka?

Visit Scale AI Visit Toloka Ask SIA
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