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CloudFactory vs Surge 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.

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

in Data Labeling

Surge AI
Surge AI
Rating
,
Reviews
0
From
Custom

in Data Labeling

Jump to scorecard Ask SIA

The Short Answer

CloudFactory vs Surge AI, in 15 seconds

Choose CloudFactory if…

  • You want deeper AI and automation features
  • You need the broader feature set

Choose Surge AI if…

  • You prefer Surge AI's approach and ecosystem

Head-to-Head Scorecard

How CloudFactory and Surge AI score

CloudFactory leads on 2 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    CloudFactory
    No reviews
    Surge
    No reviews

  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    CloudFactory
    0
    Surge
    0

  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    CloudFactory
    Custom
    Surge
    Custom

  • Free Access

    Availability of a free plan and/or free trial

    Even
    CloudFactory
    Paid only
    Surge
    Paid only

  • Integrations

    Number of listed third-party integrations

    Even
    CloudFactory
    6
    Surge
    6

  • Features

    Number of listed product capabilities

    CloudFactory
    CloudFactory
    8
    Surge
    6

  • AI Features

    Capabilities mentioning AI, automation or ML

    CloudFactory
    CloudFactory
    1
    Surge
    ,

  • Security & Compliance

    Number of listed compliance certifications

    Even
    CloudFactory
    3
    Surge
    3

  • Platforms & Deployment

    Supported platforms and deployment options

    Even
    CloudFactory
    3
    Surge
    3

Feature Comparison

CloudFactory vs Surge AI feature breakdown

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

CloudFactory
Surge AI
Overview
User rating
,
,
Pricing model
QUOTE_BASED
QUOTE_BASED
Starting price
Custom
Custom
Free version
Free trial
Features
Key capabilities
Data preparation and structuringModel and agent orchestrationFine-tuning across model providersEvaluation and guardrailsHuman review and oversightAuditable outputs+2
Data and RL environmentsPost-training servicesExpert workforceBenchmarksEnterprise solutionsEnterprise API access
AI features
AI consulting
,
Integrations & API
Integrations
AWS S3Google Cloud StorageAzure BlobHugging FacePythonREST APIs
AWS S3Google Cloud StorageAzure BlobPython SDKHugging FaceREST APIs
Public API
Platforms
Deployment
Cloud
Cloud
Platforms
WebAPI
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2ISO 27001GDPR
SOC 2ISO 27001GDPR
Vendor
Company
,
,
Verified
Founded
2010
2020
Headquarters
Reading, United Kingdom
San Francisco, California, USA

Pricing Comparison

CloudFactory vs Surge AI pricing

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

CloudFactory

Custom to start
CustomCustom
  • Data Foundation
  • Model and agent orchestration
  • Trust and oversight with human review
  • AI consulting

Surge AI

Custom to start
CustomCustom
  • Scoped per project
  • Enterprise engagements

Total cost of ownership factors

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

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

Pros & Cons

CloudFactory vs Surge AI: strengths and trade-offs

CloudFactory

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)

Surge AI

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 CloudFactory vs Surge 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

CloudFactory

CloudFactory connects to more tools for multi-client workflows.

Enterprises

CloudFactory

CloudFactory leads on compliance and breadth for complex needs.

Ecommerce

CloudFactory

CloudFactory integrates with more of the commerce stack.

SaaS companies

CloudFactory

CloudFactory 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 Surge AI (1)

Python SDK

Keep Exploring

Other alternatives worth considering

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

Roboflow

Roboflow

$39/mo
Dataloop

Dataloop

Custom
Kili Technology

Kili Technology

$9/mo
Appen

Appen

Custom
Sama

Sama

Custom
Datasaur

Datasaur

Custom
More CloudFactory alternatives →More Surge AI alternatives →

Ask SIA which solution fits your business

SIA, Saaskart's AI buying assistant, weighs CloudFactory and Surge AI 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

CloudFactory vs Surge AI, Frequently Asked Questions

What is the difference between CloudFactory and Surge AI?

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

Which is better, CloudFactory or Surge 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 Surge AI?

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

Does CloudFactory or Surge AI have a free plan?

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

Can I switch from CloudFactory to Surge AI?

Switching between CloudFactory and Surge 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 Surge AI?

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

Our Verdict

The bottom line on CloudFactory vs Surge 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

CloudFactory

CloudFactory leads on compliance and feature breadth.

Best Value

Either

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

Best AI Features

CloudFactory

CloudFactory ships more AI and automation.

Highest Rated

Either

Both earn equal user ratings.

Ready to decide between CloudFactory and Surge AI?

Visit CloudFactory Visit Surge AI Ask SIA
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