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Lightly vs Segments.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

Lightly vs Segments.ai, in 15 seconds

Choose Lightly if…

  • You prefer Lightly's approach and ecosystem

Choose Segments.ai if…

  • You prefer Segments.ai's approach and ecosystem

Head-to-Head Scorecard

How Lightly and Segments.ai score

It's evenly matched, each leads on 0 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Lightly
    No reviews
    Segments.ai
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Lightly
    0
    Segments.ai
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Even
    Lightly
    Custom
    Segments.ai
    Custom
  • Free Access

    Availability of a free plan and/or free trial

    Even
    Lightly
    Free trial
    Segments.ai
    Free trial
  • Integrations

    Number of listed third-party integrations

    Even
    Lightly
    6
    Segments.ai
    6
  • Features

    Number of listed product capabilities

    Even
    Lightly
    6
    Segments.ai
    6
  • AI Features

    Capabilities mentioning AI, automation or ML

    Even
    Lightly
    ,
    Segments.ai
    ,
  • Security & Compliance

    Number of listed compliance certifications

    Even
    Lightly
    3
    Segments.ai
    3
  • Platforms & Deployment

    Supported platforms and deployment options

    Even
    Lightly
    4
    Segments.ai
    4

Feature Comparison

Lightly vs Segments.ai feature breakdown

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

Lightly
Segments.ai
Overview
User rating
,
,
Pricing model
Subscription
Subscription
Starting price
Custom
Custom
Free version
Free trial
Features
Key capabilities
Active learningData selectionEmbedding-based curationSelf-supervised learningQuality assurance workflowsWorkforce management
3D point cloud labelingImage segmentationSensor fusion labelingModel-assisted labelingQuality assurance workflowsWorkforce management
AI features
,
,
Integrations & API
Integrations
AWS S3Google Cloud StorageAzure BlobHugging FacePythonREST APIs
AWS S3Google Cloud StorageAzure BlobHugging FacePythonREST 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
2019
2020
Headquarters
Zurich, Switzerland
Leuven, Belgium

Pricing Comparison

Lightly vs Segments.ai pricing

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

Lightly

Custom to start
ProCustom
  • Higher usage limits
  • Active learning
  • Data selection
  • Integrations
EnterpriseCustom
  • Everything in Pro
  • Embedding-based curation
  • Self-supervised learning
  • Dedicated support

Segments.ai

Custom to start
ProCustom
  • Image segmentation
  • Integrations
  • Email support
  • Higher usage limits
EnterpriseCustom
  • Dedicated support
  • Everything in Pro
  • Model-assisted labeling
  • SSO and admin controls

Total cost of ownership factors

Free planLightly Segments.ai
Free trial to evaluateLightly Segments.ai
Transparent published pricingLightly Segments.ai
Public API (build vs. buy add-ons)Lightly Segments.ai

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

Pros & Cons

Lightly vs Segments.ai: strengths and trade-offs

Lightly

Pros

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

Cons

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

Segments.ai

Pros

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

Cons

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

Buyer Fit

Who should use Lightly vs Segments.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

Either

Either integrates with more of the commerce stack.

SaaS companies

Either

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

Integration overlap

Shared integrations (6)

AWS S3Google Cloud StorageAzure BlobHugging FacePythonREST APIs

Only in Lightly (0)

Only in Segments.ai (0)

Keep Exploring

Other alternatives worth considering

Similar data labeling products buyers compare alongside Lightly and Segments.ai.

Ask SIA which solution fits your business

SIA, Saaskart's AI buying assistant, weighs Lightly and Segments.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

Lightly vs Segments.ai, Frequently Asked Questions

What is the difference between Lightly and Segments.ai?

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

Which is better, Lightly or Segments.ai?

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

Which is cheaper, Lightly or Segments.ai?

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

Does Lightly or Segments.ai have a free plan?

Neither Lightly nor Segments.ai currently offers a free plan, but Lightly provides a free trial.

Can I switch from Lightly to Segments.ai?

Switching between Lightly and Segments.ai is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

Who should use Lightly vs Segments.ai?

Lightly is best suited for teams that prioritise enterprise features. Segments.ai works well for teams needing advanced capabilities.

Our Verdict

The bottom line on Lightly vs Segments.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

Either

Comparable AI capabilities on both sides.

Highest Rated

Either

Both earn equal user ratings.

Ready to decide between Lightly and Segments.ai?

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