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# Encord vs Segments.ai Comparison - What are their main differences?

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EncordSegments.ai[+ Add Product](#)

Reviews

**Encord** [

4.8/5(65)

](https://www.g2.com/products/encord/reviews#reviews)

**Segments.ai** [

4.6/5(22)

](https://www.g2.com/products/segments-ai/reviews#reviews)

Pricing

**Encord**
Free Trial

**Contact Us** · Simple and scalable pricing

**Segments.ai**
Free Trial

**Free Trial** Per Year · Free trial

**Pricing Insights**
from reviews

Time to Implement

**Encord**
1 month

Based on 7 responses

**Segments.ai**
Not enough reviews yet

Return on Investment

**Encord**
Not enough reviews yet

**Segments.ai**
Not enough reviews yet

Perceived Cost

**Encord**
Not enough reviews yet

**Segments.ai**
Not enough reviews yet

Average Discount

**Encord**
Not enough reviews yet

**Segments.ai**
Not enough reviews yet

Pros & Cons

**Encord**
[
Customer Support (5)
](https://www.g2.com/products/encord/reviews?filters%5Bsentiment_snippet%5D=1932216&qs=pros-and-cons#reviews)[
Annotation Efficiency (3)
](https://www.g2.com/products/encord/reviews?filters%5Bsentiment_snippet%5D=1934018&qs=pros-and-cons#reviews)[
Complex Automation (1)
](https://www.g2.com/products/encord/reviews?filters%5Bsentiment_snippet%5D=2384928&qs=pros-and-cons#reviews)[
Complexity (1)
](https://www.g2.com/products/encord/reviews?filters%5Bsentiment_snippet%5D=1933389&qs=pros-and-cons#reviews)

**Segments.ai**
[
Features (3)
](https://www.g2.com/products/segments-ai/reviews?filters%5Bsentiment_snippet%5D=2060411&qs=pros-and-cons#reviews)[
Data Labeling (2)
](https://www.g2.com/products/segments-ai/reviews?filters%5Bsentiment_snippet%5D=1115253&qs=pros-and-cons#reviews)[
Difficult Learning (2)
](https://www.g2.com/products/segments-ai/reviews?filters%5Bsentiment_snippet%5D=1116295&qs=pros-and-cons#reviews)[
Learning Curve (2)
](https://www.g2.com/products/segments-ai/reviews?filters%5Bsentiment_snippet%5D=1115096&qs=pros-and-cons#reviews)

Integrations

**Encord**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_3a97b9f1db5fb047add69c0bdedf5939/amazon-simple-storage-service-s3.jpg "Product Avatar Image")

Amazon Simple Storage...

](https://www.g2.com/products/amazon-simple-storage-service-s3/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_6bb9d7c1ecfe4fe6e24f36b4124e03c0/google-cloud-storage.png "Product Avatar Image")

Google Cloud Storage

](https://www.g2.com/products/google-cloud-storage/reviews)[
View all
](https://www.g2.com/products/encord/integrations)

**Segments.ai**
Not enough data

Screenshots

**Encord**
 ![Encord screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1253984/image6.png)

**Segments.ai**
 ![Segments.ai screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1275073/Merged-Point-Cloud-comp.gif)

Ratings

Meets Requirements

**Encord**

9.3

9.350

**Segments.ai**

9.0

9.022

Ease of Use

**Encord**

9.5

9.551

**Segments.ai**

8.6

8.622

Ease of Setup

**Encord**

8.3

8.315

**Segments.ai**

9.1

9.19

Ease of Admin

**Encord**

8.1

8.114

**Segments.ai**
Not enough data

Quality of Support

**Encord**

9.9

9.949

**Segments.ai**

9.2

9.218

Has the product been a good partner in doing business?

**Encord**

9.5

9.514

**Segments.ai**
Not enough data

Product Direction (% positive)

**Encord**

9.8

9.850

**Segments.ai**

10.0

10.021

Features

Data Labeling[Hide 15 FeaturesShow 15 Features](javascript:void(0);)

9.6

37

8.4

17

Quality

Labeler Quality

9.4(won by 0.5)

33

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.9

15

Task Quality

9.8(won by 1.1)

32

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.7

14

Data Quality

9.5(won by 0.8)

33

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.7

14

Human-in-the-Loop

9.8(won by 1.3)

31

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.5

13

Automation

Machine Learning Pre-Labeling

9.5(won by 1.2)

26

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.3

11

Automatic Routing of Labeling

9.5(won by default)

25

Feature Not Available

Image Annotation

Image Segmentation 

9.6(won by 0.5)

32

 (There is a greater than 0.5 difference between this product's rating and its competitors)

9.1

15

Object Detection

9.3(won by 1.0)

28

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.3

14

Object Tracking

9.2(won by 1.2)

24

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.0

11

Data Types

9.7(won by 1.7)

26

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.0

11

Natural Language Annotation

Sentiment Detection

9.7(won by 2.4)

15

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.3

10

Named Entity Recognition

9.6(won by default)

15

Feature Not Available

OCR

9.6(won by default)

17

Feature Not Available

Speech Annotation

Transcription

9.6(won by default)

15

Feature Not Available

Emotion Recognition

9.5(won by default)

14

Feature Not Available

MLOps Platforms[Hide 22 FeaturesShow 22 Features](javascript:void(0);)

9.8

9

Not enough data

Deployment

Language Flexibility

9.4(won by default)

6

Not enough data

Framework Flexibility

9.5(won by default)

7

Not enough data

Versioning

9.8(won by default)

7

Not enough data

Ease of Deployment

9.8(won by default)

8

Not enough data

Scalability

9.8(won by default)

8

Not enough data

Deployment

Language Flexibility

10.0(won by default)

6

Not enough data

Framework Flexibility

9.5(won by default)

7

Not enough data

Versioning

9.5(won by default)

7

Not enough data

Ease of Deployment

9.6(won by default)

8

Not enough data

Scalability

10.0(won by default)

8

Not enough data

Management

Cataloging

9.8(won by default)

7

Not enough data

Monitoring

9.8(won by default)

8

Not enough data

Governing

10.0(won by default)

6

Not enough data

Model Registry

9.8(won by default)

8

Not enough data

Operations

Metrics

10.0(won by default)

6

Not enough data

Infrastructure management

9.7(won by default)

6

Not enough data

Collaboration

10.0(won by default)

9

Not enough data

Management

Cataloging

10.0(won by default)

7

Not enough data

Monitoring

10.0(won by default)

8

Not enough data

Governing

9.8(won by default)

7

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Data Science and Machine Learning Platforms[Hide 75 FeaturesShow 75 Features](javascript:void(0);)

9.7

7

Not enough data

System

Data Ingestion & Wrangling

9.0(won by default)

5

Not enough data

Real-Time Data

Not enough data

Not enough data

Model Development

Drag and Drop

9.7(won by default)

6

Not enough data

Pre-Built Algorithms

10.0(won by default)

5

Not enough data

Model Training

9.7(won by default)

6

Not enough data

Language Support

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Model Development

Feature Engineering

Not enough data

Not enough data

Machine/Deep Learning Services

Computer Vision

9.5(won by default)

7

Not enough data

Artificial Neural Networks

9.7(won by default)

5

Not enough data

Natural Language Processing

Not enough data

Not enough data

Natural Language Generation

Not enough data

Not enough data

Machine/Deep Learning Services

Deep Learning

9.7(won by default)

5

Not enough data

Natural Language Understanding

Not enough data

Not enough data

Deployment

Managed Service

10.0(won by default)

7

Not enough data

Application

9.8(won by default)

7

Not enough data

Scalability

9.5(won by default)

7

Not enough data

Additional Functionality

Customizable Reports

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Semantic Search

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Statistical Analysis

Not enough data

Not enough data

Categorization/Grouping

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Linked Data Management

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

API

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Text Mining

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Predictive Modeling

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Endpoint Management

Not enough data

Not enough data

No-Code

Not enough data

Not enough data

Data Preparation

Not enough data

Not enough data

Auditing

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

ML Algorithm Library

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

AI Text-to-Image

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Data Science and Machine Learning Platforms

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Adaptive Learning

Not enough data

Not enough data

Natural Language Interaction

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Image Recognition[Hide 48 FeaturesShow 48 Features](javascript:void(0);)

Not enough data

8.2

5

Recognition Type

Object Detection

Not enough data

8.7(won by default)

5

Text Detection

Not enough data

7.7(won by default)

5

Motion Analysis

Not enough data

7.7(won by default)

5

Video Detection

Not enough data

8.0(won by default)

5

Emotion Detection

Not enough data

Feature Not Available

Scene Reconstruction

Feature Not Available

Feature Not Available

Logo Detection

Not enough data

Feature Not Available

Explicit Content Detection

Not enough data

Feature Not Available

Multiple Data Sources

Not enough data

Not enough data

Analytics

Not enough data

Not enough data

Facial Recognition

Facial Analysis

Not enough data

Feature Not Available

Face Comparison

Not enough data

Feature Not Available

Labeling

Model Training

Not enough data

8.7(won by default)

5

Bounding Boxes

Not enough data

8.3(won by default)

5

Custom Image Detection

Not enough data

8.7(won by default)

5

Reverse Image Search

Not enough data

Not enough data

Deployment

Integrations

Not enough data

7.7(won by default)

5

Additional Functionality

Image Classification

Not enough data

Not enough data

Image Segmentation

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Optical Character Recognition

Not enough data

Not enough data

Barcode Recognition

Not enough data

Not enough data

Catalog Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Video Search

Not enough data

Not enough data

Text Extraction

Not enough data

Not enough data

Content Import/Export

Not enough data

Not enough data

Facial Recognition

Not enough data

Not enough data

API

Not enough data

Not enough data

Product Search

Not enough data

Not enough data

Product Recommendations

Not enough data

Not enough data

Automated Image & Video Editing

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Image Query

Not enough data

Not enough data

Pose Estimation

Not enough data

Not enough data

Image Tagging

Not enough data

Not enough data

Annotations

Not enough data

Not enough data

Intellectual Property Protection

Not enough data

Not enough data

Photo Capture

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Data Retrieval

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Image Recognition

Not enough data

Not enough data

Customer Activity Tracking

Not enough data

Not enough data

Show 4 feature categories with incomplete data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Deep Learning[Hide 49 FeaturesShow 49 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

No-Code

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Quality Control

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Model Training

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Visualization

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Image Recognition

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Neural Network Modeling

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Synchronous Learning

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Voice Recognition

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Troubleshooting

Not enough data

Not enough data

Content Management

Not enough data

Not enough data

Asynchronous Learning

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

API

Not enough data

Not enough data

Artificial Neural Networks

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

ML Algorithm Library

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Self-paced Learning

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Configuration Management

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Continuous Delivery

Not enough data

Not enough data

Document Classification

Not enough data

Not enough data

Image Analysis

Not enough data

Not enough data

Progress Tracking

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Active Learning Tools[Hide 15 FeaturesShow 15 Features](javascript:void(0);)

Not enough data

Not enough data

Model Training & Optimization - Active Learning Tools

Model Training Efficiency

Not enough data

Not enough data

Automated Model Retraining

Not enough data

Not enough data

Active Learning Process Implementation

Not enough data

Not enough data

Iterative Training Loop Creation

Not enough data

Not enough data

Edge Case Discovery

Not enough data

Not enough data

Data Management & Annotation - Active Learning Tools

Smart Data Triage

Not enough data

Not enough data

Data Labeling Workflow Enhancement

Not enough data

Not enough data

Error and Outlier Identification

Not enough data

Not enough data

Data Selection Optimization

Not enough data

Not enough data

Actionable Insights for Data Quality

Not enough data

Not enough data

Model Performance & Analysis - Active Learning Tools

Model Performance Insights

Not enough data

Not enough data

Cost-Effective Model Improvement

Not enough data

Not enough data

Edge Case Integration

Not enough data

Not enough data

Fine-tuning Model Accuracy

Not enough data

Not enough data

Label Outlier Analysis

Not enough data

Not enough data

Machine Learning[Hide 30 FeaturesShow 30 Features](javascript:void(0);)

Not enough data

Not enough data

Integration - Machine Learning

Integration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Learning - Machine Learning

Training Data

Not enough data

Not enough data

Actionable Insights

Not enough data

Not enough data

Algorithm

Not enough data

Not enough data

Additional Functionality

Predictive Modeling

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

API

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Endpoint Management

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

No-Code

Not enough data

Not enough data

Data Preparation

Not enough data

Not enough data

Auditing

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

ML Algorithm Library

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Encord](https://images.g2crowd.com/uploads/product/hd_favicon/1bbe35f885bdd1a4ac9150173719294f/encord.svg "Encord")](https://www.g2.com/products/encord/reviews)

Encord

Small-Business(50 or fewer emp.)

51.6%

Mid-Market(51-1000 emp.)

40.6%

Enterprise(\> 1000 emp.)

7.8%

[![Segments.ai](https://images.g2crowd.com/uploads/product/hd_favicon/495e40b97d208c248396d4c430e988cb/segments-ai.svg "Segments.ai")](https://www.g2.com/products/segments-ai/reviews)

Segments.ai

Small-Business(50 or fewer emp.)

95.5%

Mid-Market(51-1000 emp.)

4.5%

Enterprise(\> 1000 emp.)

0%

Small-Business

(50 or fewer emp.)

51.6%

95.5%

Mid-Market

(51-1000 emp.)

40.6%

4.5%

Enterprise

(\> 1000 emp.)

7.8%

0%

Reviewers' Industry

[![Encord](https://images.g2crowd.com/uploads/product/hd_favicon/1bbe35f885bdd1a4ac9150173719294f/encord.svg "Encord")](https://www.g2.com/products/encord/reviews)
Encord

Computer Software

37.5%

Hospital & Health Care

12.5%

Medical Devices

10.9%

Food & Beverages

9.4%

Information Technology and Services

7.8%

Other

21.9%

[![Segments.ai](https://images.g2crowd.com/uploads/product/hd_favicon/495e40b97d208c248396d4c430e988cb/segments-ai.svg "Segments.ai")](https://www.g2.com/products/segments-ai/reviews)
Segments.ai

Research

31.8%

Computer Software

22.7%

Automotive

9.1%

Information Technology and Services

4.5%

Higher Education

4.5%

Other

27.3%

Alternatives

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**Segments.ai Alternatives**

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Databricks
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[
Gemini Enterprise Agent Platform
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[
SAS Viya
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## Encord vs Segments.ai

- Reviewers felt that Encord meets the needs of their business better than Segments.ai.
- When comparing quality of ongoing product support, reviewers felt that Encord is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Segments.ai over Encord.