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CloudFactory vs Scale AI: 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.

Rating
,
Reviews
0
From
Custom

in Data Labeling

Rating
,
Reviews
0
From
Custom

in Data Labeling

The Short Answer

CloudFactory vs Scale AI, in 15 seconds

Choose CloudFactory if…

  • You want to trial before paying

Choose Scale AI if…

  • You want deeper AI and automation features

Head-to-Head Scorecard

How CloudFactory and Scale AI score

It's evenly matched, each leads on 1 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    CloudFactory
    No reviews
    Scale
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    CloudFactory
    0
    Scale
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    CloudFactory
    Custom
    Scale
    Custom
  • Free Access

    Availability of a free plan and/or free trial

    CloudFactory
    CloudFactory
    Free trial
    Scale
    Paid only
  • Integrations

    Number of listed third-party integrations

    Even
    CloudFactory
    6
    Scale
    6
  • Features

    Number of listed product capabilities

    Even
    CloudFactory
    6
    Scale
    6
  • AI Features

    Capabilities mentioning AI, automation or ML

    Scale AI
    CloudFactory
    1
    Scale
    3
  • Security & Compliance

    Number of listed compliance certifications

    Even
    CloudFactory
    3
    Scale
    3
  • Platforms & Deployment

    Supported platforms and deployment options

    Even
    CloudFactory
    4
    Scale
    4

Feature Comparison

CloudFactory vs Scale AI feature breakdown

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

CloudFactory
Scale AI
Overview
User rating
,
,
Pricing model
Subscription
Custom Quote
Starting price
Custom
Custom
Free version
Free trial
Features
Key capabilities
Managed annotation workforceVision and NLP labelingModel validationQuality managementQuality assurance workflowsWorkforce management
Data Engine for model trainingData labeling & annotation at scaleAgentic AI for enterprise automationAI evaluation & benchmarkingGenAI platform deploymentPhysical AI for robotics
AI features
Vision and NLP labeling
Agentic AI for enterprise automationAI evaluation & benchmarkingPhysical AI for robotics
Integrations & API
Integrations
AWS S3Google Cloud StorageAzure BlobHugging FacePythonREST APIs
AWS S3Google Cloud StorageAzure BlobPython SDKHugging FaceREST APIs
Public API
Platforms
Deployment
CloudSaaS
CloudSaaS
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2ISO 27001GDPR
SOC 2ISO 27001GDPR
Vendor
Company
,
,
Verified
Founded
2010
2016
Headquarters
Reading, United Kingdom
San Francisco, California, USA

Pricing Comparison

CloudFactory vs Scale AI pricing

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

CloudFactory

Custom to start
ProCustom
  • Managed annotation workforce
  • Vision and NLP labeling
  • Email support
  • Higher usage limits
EnterpriseCustom
  • Model validation
  • SSO and admin controls
  • Everything in Pro
  • Quality management

Scale AI

Custom to start
EnterpriseCustom
  • Data Engine & annotation
  • Agentic AI & GenAI deployment
  • Model evaluation & benchmarking
  • Dedicated support

Total cost of ownership factors

Free planCloudFactory Scale
Free trial to evaluateCloudFactory Scale
Transparent published pricingCloudFactory Scale
Public API (build vs. buy add-ons)CloudFactory Scale

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

Pros & Cons

CloudFactory vs Scale AI: strengths and trade-offs

CloudFactory

Pros

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

Cons

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

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)

Buyer Fit

Who should use CloudFactory vs Scale AI?

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

Either

Either connects to more tools for multi-client workflows.

Enterprises

Either

Either leads on compliance and breadth for complex needs.

Ecommerce

Scale AI

Scale AI 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 (5)

AWS S3Google Cloud StorageAzure BlobHugging FaceREST APIs

Only in CloudFactory (1)

Python

Only in Scale AI (1)

Python SDK

Keep Exploring

Other alternatives worth considering

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

Ask SIA which solution fits your business

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

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CloudFactory vs Scale AI, Frequently Asked Questions

What is the difference between CloudFactory and Scale AI?

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

Which is better, CloudFactory or Scale AI?

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

Which is cheaper, CloudFactory or Scale AI?

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

Does CloudFactory or Scale AI have a free plan?

Neither CloudFactory nor Scale AI currently offers a free plan, but CloudFactory provides a free trial.

Can I switch from CloudFactory to Scale AI?

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

Who should use CloudFactory vs Scale AI?

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

Our Verdict

The bottom line on CloudFactory vs Scale AI

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 CloudFactory and Scale AI?

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