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Sama 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.

Sama
Sama
Leads 1/9
Rating
,
Reviews
0
From
Custom

in Data Labeling

Toloka
Toloka
Rating
,
Reviews
0
From
Custom

in Data Labeling

Jump to scorecard Ask SIA

The Short Answer

Sama vs Toloka, in 15 seconds

Choose Sama if…

  • You need the broader feature set

Choose Toloka if…

  • You prefer Toloka's approach and ecosystem

Head-to-Head Scorecard

How Sama and Toloka score

Sama leads on 1 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Sama
    No reviews
    Toloka
    No reviews

  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Sama
    0
    Toloka
    0

  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    Sama
    Custom
    Toloka
    Custom

  • Free Access

    Availability of a free plan and/or free trial

    Even
    Sama
    Paid only
    Toloka
    Paid only

  • Integrations

    Number of listed third-party integrations

    Even
    Sama
    6
    Toloka
    6

  • Features

    Number of listed product capabilities

    Sama
    Sama
    8
    Toloka
    6

  • AI Features

    Capabilities mentioning AI, automation or ML

    Even
    Sama
    ,
    Toloka
    ,

  • Security & Compliance

    Number of listed compliance certifications

    Even
    Sama
    3
    Toloka
    3

  • Platforms & Deployment

    Supported platforms and deployment options

    Even
    Sama
    4
    Toloka
    4

Feature Comparison

Sama vs Toloka feature breakdown

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

Sama
Toloka
Overview
User rating
,
,
Pricing model
Custom Quote
Usage-Based
Starting price
Custom
Custom
Free version
Free trial
Features
Key capabilities
Image annotation (detection, segmentation)Video annotation & tracking3D point cloud (LiDAR, Radar)Text annotation & preference rankingModel evaluation & scoringData validation & QA+2
Expert data creationModel evaluationRed teamingCrowd workforceQuality review workflowsModel-assisted labeling
AI features
,
,
Integrations & API
Integrations
AWS S3Google Cloud StorageAzure BlobPython SDKHugging FaceREST APIs
AWS S3Google Cloud StorageAzure BlobPython SDKHugging FaceREST APIs
Public API
Platforms
Deployment
CloudManaged Service
CloudSaaS
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2ISO 27001GDPR
SOC 2ISO 27001GDPR
Vendor
Company
,
,
Verified
Founded
2008
2014
Headquarters
San Francisco, California, USA
Amsterdam, Netherlands

Pricing Comparison

Sama vs Toloka pricing

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

Sama

Custom to start
CustomCustom
  • Annotation & validation services
  • Model evaluation
  • Data curation platform
  • Managed expert teams

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 planSama Toloka
Free trial to evaluateSama Toloka
Transparent published pricingSama Toloka
Public API (build vs. buy add-ons)Sama Toloka

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

Pros & Cons

Sama vs Toloka: strengths and trade-offs

Sama

Pros

  • Compliance: SOC 2, ISO 27001, GDPR
  • Public API available

Cons

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

Toloka

Pros

  • 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 Sama 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

Sama

Sama connects to more tools for multi-client workflows.

Enterprises

Sama

Sama leads on compliance and breadth for complex needs.

Ecommerce

Either

Either integrates with more of the commerce stack.

SaaS companies

Sama

Sama is the more developer- and automation-friendly choice.

Integration overlap

Shared integrations (6)

AWS S3Google Cloud StorageAzure BlobPython SDKHugging FaceREST APIs

Only in Sama (0)

Only in Toloka (0)

Keep Exploring

Other alternatives worth considering

Similar data labeling products buyers compare alongside Sama and Toloka.

Dataloop

Dataloop

Custom
Kili Technology

Kili Technology

$9/mo
Appen

Appen

Custom
Snorkel AI

Snorkel AI

Custom
SuperAnnotate

SuperAnnotate

Custom
Encord

Encord

Custom
More Sama alternatives →More Toloka alternatives →

Ask SIA which solution fits your business

SIA, Saaskart's AI buying assistant, weighs Sama 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

Sama vs Toloka, Frequently Asked Questions

What is the difference between Sama and Toloka?

Sama and Toloka are both Data Labeling solutions. Sama 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, Sama or Toloka?

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

Which is cheaper, Sama or Toloka?

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

Does Sama or Toloka have a free plan?

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

Can I switch from Sama to Toloka?

Switching between Sama 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 Sama vs Toloka?

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

Our Verdict

The bottom line on Sama 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

Sama

Sama leads on compliance and feature breadth.

Best Value

Either

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

Best AI Features

Either

Comparable AI capabilities on both sides.

Highest Rated

Either

Both earn equal user ratings.

Ready to decide between Sama and Toloka?

Visit Sama Visit Toloka Ask SIA
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