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# ChatGPT vs IBM watsonx Code Assistant Comparison - What are their main differences?

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ChatGPTIBM watsonx Code Assistant[+ Add Product](#)

Reviews

**ChatGPT** [

4.6/5(3,109)

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

**IBM watsonx Code Assistant** [

4.2/5(58)

](https://www.g2.com/products/ibm-watsonx-code-assistant/reviews#reviews)

Pricing

**ChatGPT**
No pricing available

**IBM watsonx Code Assistant**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**ChatGPT**
2 months

Based on 121 responses

**IBM watsonx Code Assistant**
Not enough reviews yet

Return on Investment

**ChatGPT**
9 months

Based on 121 responses

**IBM watsonx Code Assistant**
Not enough reviews yet

Perceived Cost

**ChatGPT**
$$$$$

**IBM watsonx Code Assistant**
Not enough reviews yet

Average Discount

**ChatGPT**
12%

**IBM watsonx Code Assistant**
Not enough reviews yet

Pros & Cons

**ChatGPT**
[
Ease of Use (796)
](https://www.g2.com/products/chatgpt/reviews?filters%5Bsentiment_snippet%5D=1153461&qs=pros-and-cons#reviews)[
Useful (749)
](https://www.g2.com/products/chatgpt/reviews?filters%5Bsentiment_snippet%5D=1153109&qs=pros-and-cons#reviews)[
AI Limitations (364)
](https://www.g2.com/products/chatgpt/reviews?filters%5Bsentiment_snippet%5D=1155025&qs=pros-and-cons#reviews)[
Context Understanding (336)
](https://www.g2.com/products/chatgpt/reviews?filters%5Bsentiment_snippet%5D=1153532&qs=pros-and-cons#reviews)

**IBM watsonx Code Assistant**
[
Ease of Use (19)
](https://www.g2.com/products/ibm-watsonx-code-assistant/reviews?filters%5Bsentiment_snippet%5D=1423718&qs=pros-and-cons#reviews)[
Coding Assistance (12)
](https://www.g2.com/products/ibm-watsonx-code-assistant/reviews?filters%5Bsentiment_snippet%5D=1976124&qs=pros-and-cons#reviews)[
Inaccuracy (4)
](https://www.g2.com/products/ibm-watsonx-code-assistant/reviews?filters%5Bsentiment_snippet%5D=2339861&qs=pros-and-cons#reviews)[
Complexity Issues (3)
](https://www.g2.com/products/ibm-watsonx-code-assistant/reviews?filters%5Bsentiment_snippet%5D=1423679&qs=pros-and-cons#reviews)

Integrations

**ChatGPT**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f701c2bc8e8128a9090458644727a7a4/3cx.jpg "Product Avatar Image")

3CX

](https://www.g2.com/products/3cx/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_e89d21750715f4646ed61c011b2917dc/adobe-acrobat.png "Product Avatar Image")

Adobe Acrobat

](https://www.g2.com/products/adobe-acrobat/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_8eea525746279035b2a227975d6ad509/adobe-express.jpg "Product Avatar Image")

Adobe Express

](https://www.g2.com/products/adobe-express/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b404b80e23b84dbf3c3ced2779fe6bcd/adobe-firefly.png "Product Avatar Image")

Adobe Firefly

](https://www.g2.com/products/adobe-firefly/reviews)[
View all
](https://www.g2.com/products/chatgpt/integrations)

**IBM watsonx Code Assistant**
Not enough data

Screenshots

**ChatGPT**
No screenshot available

**IBM watsonx Code Assistant**
 ![IBM watsonx Code Assistant 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/1417222/Real-Time-AI-Recommendations.png)

Ratings

Meets Requirements

**ChatGPT**

8.9

8.92,536

**IBM watsonx Code Assistant**

7.8

7.837

Ease of Use

**ChatGPT**

9.5

9.52,643

**IBM watsonx Code Assistant**

7.9

7.953

Ease of Setup

**ChatGPT**

9.5

9.52,165

**IBM watsonx Code Assistant**

7.7

7.747

Ease of Admin

**ChatGPT**

9.2

9.2300

**IBM watsonx Code Assistant**

7.1

7.17

Quality of Support

**ChatGPT**

8.4

8.42,146

**IBM watsonx Code Assistant**

8.4

8.436

Has the product been a good partner in doing business?

**ChatGPT**

9.0

9.0297

**IBM watsonx Code Assistant**

6.9

6.96

Product Direction (% positive)

**ChatGPT**

9.1

9.12,401

**IBM watsonx Code Assistant**

9.4

9.437

Features

AI Code Generation[Hide 45 FeaturesShow 45 Features](javascript:void(0);)

9.0

509

7.8

26

Functionality

Accuracy

8.4(won by 0.6)

400

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

7.8

26

Input processing

8.9(won by 1.3)

371

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

7.6

26

Interface

9.4(won by 1.9)

388

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

7.5

26

Code quality

8.7(won by 0.2)

388

8.5

24

Support

Community

8.4(won by 0.7)

329

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

7.7

25

Update schedule

8.6(won by 0.9)

329

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

7.7

25

Documentation

8.7(won by 0.6)

346

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

8.1

25

Agentic AI - AI Code Generation

Cross-system Integration

8.5(won by 0.6)

101

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

7.9

15

Adaptive Learning

8.9(won by 0.9)

110

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

8.0

15

Natural Language Interaction

9.2(won by 1.1)

122

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

8.1

15

Proactive Assistance

8.7(won by 1.6)

102

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

7.1

15

Decision Making

8.9(won by 0.9)

117

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

8.0

15

AI/Machine Learning

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Documentation Management

9.0(won by default)

5

Not enough data

Code Explainer

9.7(won by default)

6

Not enough data

Code Generation

9.8(won by default)

7

Not enough data

AI Coding Assistant

9.6(won by default)

8

Not enough data

Code Editing

9.0(won by default)

5

Not enough data

Prompt Engineering

9.0(won by default)

5

Not enough data

Debugging

9.0(won by default)

5

Not enough data

Workflow Management

Not enough data

Not enough data

Syntax Check

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Intelligent Code Completion

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Code Refactoring

Not enough data

Not enough data

Code Snippet

Not enough data

Not enough data

Multiple Programming Languages Supported

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Integrated Development Environment

Not enough data

Not enough data

Task Automation

Not enough data

Not enough data

Automated Testing

Not enough data

Not enough data

Personalization and Recommendation

Not enough data

Not enough data

Encryption

Not enough data

Not enough data

API

Not enough data

Not enough data

Content Generation

Not enough data

Not enough data

Code Testing

Not enough data

Not enough data

Collaborative Development

Not enough data

Not enough data

Machine Translation

Not enough data

Not enough data

Code Conversion

Not enough data

Not enough data

GDPR Compliance

Not enough data

Not enough data

Codebase Scanning

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

AI Coding Assistants[Hide 18 FeaturesShow 18 Features](javascript:void(0);)

Not enough data

8.0

20

Real-Time AI Coding Assistance

Real-Time AI Coding Assistance

Not enough data

Not enough data

Proactive Error Detection

Proactive Error Detection

Not enough data

Not enough data

Workflow Integration of AI

Workflow Integration of AI

Not enough data

Not enough data

Code Generation

Code Generation

Not enough data

Not enough data

Intuitive Interface

Intuitive Interface

Not enough data

Not enough data

Knowledge Management

Knowledge Management

Not enough data

Not enough data

Context-Aware Coding Assistance

Context-Aware Coding Assistance

Not enough data

Not enough data

Code Refactoring

Code Refactoring

Not enough data

Not enough data

Documentation Management

Documentation Management

Not enough data

Not enough data

Code Explanation

Code Explanation

Not enough data

Not enough data

Multi-File Context

Multi-File Context

Not enough data

Not enough data

Functionality - AI Coding Assistants

Contextual Relevance

Not enough data

8.3(won by default)

20

Code Optimization

Not enough data

8.2(won by default)

19

Proactive Error Detection

Not enough data

7.4(won by default)

19

Usability - AI Coding Assistants

Collaboration

Not enough data

8.0(won by default)

18

Integration

Not enough data

8.1(won by default)

18

Speed

Not enough data

8.0(won by default)

19

Interface

Not enough data

7.9(won by default)

19

AI Chatbots[Hide 77 FeaturesShow 77 Features](javascript:void(0);)

8.9

1,762

Not enough data

Core Conversational Capabilities - AI Chatbots

Controlled LLM Response Generation

9.1(won by default)

242

Not enough data

Context Maintenance Within Sessions

8.5(won by default)

355

Not enough data

Natural Language Understanding & Intent Inference

9.1(won by default)

336

Not enough data

Data

Reliability

8.1(won by default)

1290

Not enough data

Data Security

8.0(won by default)

770

Not enough data

Interaction

Complex Query Handling

8.7(won by default)

1081

Not enough data

Natural Conversation

9.0(won by default)

1028

Not enough data

Understanding

8.9(won by default)

1026

Not enough data

Feedback Management

8.5(won by default)

934

Not enough data

Customizability

8.6(won by default)

847

Not enough data

Multi-Channel Management

8.6(won by default)

11

Not enough data

Communication Management

9.3(won by default)

15

Not enough data

Workflow Management

8.8(won by default)

18

Not enough data

Email Management

9.3(won by default)

14

Not enough data

Knowledge Base Management

9.7(won by default)

12

Not enough data

Task & Flow Management - AI Chatbots

Scripted Dialogue & Decision Tree Support

8.9(won by default)

180

Not enough data

Fallback Responses for Unknown Queries

8.4(won by default)

166

Not enough data

Learning

User Interaction Learning

8.9(won by default)

763

Not enough data

Error Learning

8.2(won by default)

748

Not enough data

Deployment & Embedding - AI Chatbots

API Access for Business System Integration

8.9(won by default)

155

Not enough data

Web Widget & SDK Embedding

8.6(won by default)

121

Not enough data

Content Generation

Creativity

8.9(won by default)

1021

Not enough data

Content Accuracy

7.7(won by default)

1153

Not enough data

Admin & Configuration - AI Chatbots

No-Code Conversation Design

8.9(won by default)

156

Not enough data

System

API Flexibility

8.5(won by default)

681

Not enough data

Update Frequency and Utility

8.5(won by default)

733

Not enough data

Cross-Platform Compatibility 

8.6(won by default)

707

Not enough data

Software Integration

8.4(won by default)

763

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Agentic AI - AI Chatbots

Autonomous Task Execution

8.3(won by default)

306

Not enough data

Multi-step Planning

8.8(won by default)

379

Not enough data

Cross-system Integration

8.5(won by default)

288

Not enough data

Adaptive Learning

8.6(won by default)

299

Not enough data

Natural Language Interaction

8.8(won by default)

415

Not enough data

Proactive Assistance

8.5(won by default)

307

Not enough data

Decision Making

8.7(won by default)

325

Not enough data

Monitoring & Improvement - AI Chatbots

Feedback-Driven Response Optimization

8.7(won by default)

139

Not enough data

Reliability & Safety - AI Chatbots

Guardrails & Content Controls

8.3(won by default)

141

Not enough data

Additional Functionality

Real-Time Analytics

10.0(won by default)

5

Not enough data

Live Chat

9.6(won by default)

8

Not enough data

Generative AI

9.4(won by default)

12

Not enough data

Chatbot

9.7(won by default)

6

Not enough data

Search/Filter

8.9(won by default)

6

Not enough data

AI Copilot

10.0(won by default)

5

Not enough data

Chat/Messaging

9.6(won by default)

8

Not enough data

Natural Language Search

9.7(won by default)

6

Not enough data

Monitoring

9.7(won by default)

5

Not enough data

Autoresponders

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Pre-Configured Bot

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Code-free Development

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Customer Service Analytics

Not enough data

Not enough data

Intent Recognition

Not enough data

Not enough data

Lead Capture

Not enough data

Not enough data

Multi-Channel Communication

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Chat Transcript

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Contextual Guidance

Not enough data

Not enough data

Speech Synthesis

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Customer Database

Not enough data

Not enough data

API

Not enough data

Not enough data

For Developers

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Engagement Tracking

Not enough data

Not enough data

Large Language Models (LLMs)[Hide 23 FeaturesShow 23 Features](javascript:void(0);)

8.3

705

Not enough data

Performance

Quality of Responses

8.6(won by default)

591

Not enough data

Contextual Understanding

8.4(won by default)

414

Not enough data

Efficiency in Multi-turn Conversations

8.1(won by default)

326

Not enough data

Response Generation Speed

8.9(won by default)

428

Not enough data

Domain Adaptability

9.1(won by default)

480

Not enough data

Usability

Integration Ease

8.7(won by default)

283

Not enough data

API User-Friendliness

8.5(won by default)

235

Not enough data

Customization Flexibility

8.4(won by default)

262

Not enough data

Quality of Documentation

8.4(won by default)

262

Not enough data

Support Effectiveness

8.1(won by default)

255

Not enough data

Ethics & Compliance

Bias Mitigation

7.7(won by default)

240

Not enough data

Data Privacy Protection

7.3(won by default)

249

Not enough data

Content Moderation

8.3(won by default)

247

Not enough data

Transparency and Explainability

8.2(won by default)

249

Not enough data

Ethical Guidelines Adherence

8.2(won by default)

237

Not enough data

Generative AI - Large Language Models (LLMs)

Text Generation

9.7(won by default)

348

Not enough data

Text-to-Speech

9.0(won by default)

78

Not enough data

Text-to-Image

8.3(won by default)

153

Not enough data

Text-to-Music

7.1(won by default)

59

Not enough data

Text-to-3D

7.2(won by default)

56

Not enough data

Text-to-Video

6.7(won by default)

62

Not enough data

Text Summarization

9.6(won by default)

158

Not enough data

Image-to-Text

8.9(won by default)

96

Not enough data

Show 5 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

Generative AI[Hide 22 FeaturesShow 22 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Code Generation

Not enough data

Not enough data

Text to Image

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

API

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Virtual Characters and Avatars

Not enough data

Not enough data

Content Generation

Not enough data

Not enough data

Personalization and Recommendation

Not enough data

Not enough data

Conditional Generation

Not enough data

Not enough data

Transformer Model

Not enough data

Not enough data

Automated Image & Video Editing

Not enough data

Not enough data

Interactive and Co-Creative Systems

Not enough data

Not enough data

Text Summarization

Not enough data

Not enough data

Data Augmentation

Not enough data

Not enough data

Variation Autoencoder Models

Not enough data

Not enough data

Adversarial Training

Not enough data

Not enough data

Transfer Learning and Fine-tuning

Not enough data

Not enough data

Simulation and Scenario Generation

Not enough data

Not enough data

Creative Design

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Prompt Engineering

Not enough data

Not enough data

Foundation Model

Not enough data

Not enough data

Conversational Interface Agents[Hide 10 FeaturesShow 10 Features](javascript:void(0);)

Not enough data

Not enough data

Natural Language Interaction - Conversational Interface Agents 

Natural Language Query Understanding

Not enough data

Not enough data

Multi-Turn Conversation Management

Not enough data

Not enough data

Voice & Text Interface Support

Not enough data

Not enough data

Intent & Action Handling - Conversational Interface Agents 

Data Retrieval from Connected Systems

Not enough data

Not enough data

Intent Recognition & Mapping

Not enough data

Not enough data

Action & Workflow Triggering

Not enough data

Not enough data

Context & Personalization - Conversational Interface Agents 

Conversation Context Persistence

Not enough data

Not enough data

User Identity & Permission Awareness

Not enough data

Not enough data

Enterprise Integration & Deployment - Conversational Interface Agents 

Enterprise Application Integrations

Not enough data

Not enough data

Security & Access Controls

Not enough data

Not enough data

Enterprise AI Chatbots[Hide 16 FeaturesShow 16 Features](javascript:void(0);)

Not enough data

Not enough data

AI & Conversational Intelligence - Enterprise AI Chatbots

Retrieval-Augmented Generation (RAG)

Not enough data

Not enough data

Natural Language Understanding

Not enough data

Not enough data

Multi-Turn Conversations

Not enough data

Not enough data

Contextual Response Generation

Not enough data

Not enough data

Knowledge & Data Integration - Enterprise AI Chatbots

Real-Time Data Retrieval

Not enough data

Not enough data

API & Custom Data Connectors

Not enough data

Not enough data

Knowledge Base Integrations

Not enough data

Not enough data

CRM & ERP Integrations

Not enough data

Not enough data

Security, Governance & Compliance - Enterprise AI Chatbots

Audit Logging

Not enough data

Not enough data

Role-Based Access Controls

Not enough data

Not enough data

Data Residency Controls

Not enough data

Not enough data

Response Guardrails

Not enough data

Not enough data

Administration & Deployment - Enterprise AI Chatbots

Workflow Automation

Not enough data

Not enough data

Escalation Workflows

Not enough data

Not enough data

Conversation Analytics

Not enough data

Not enough data

Multi-Channel Deployment

Not enough data

Not enough data

AI Agents[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

Not enough data

Not enough data

Agentic AI - AI Agents

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

User Insights

Reviewers' Company Size

[![ChatGPT](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_e369fa2434bfed6434dea757dc661c25/chatgpt.jpg "ChatGPT")](https://www.g2.com/products/chatgpt/reviews)

ChatGPT

Small-Business(50 or fewer emp.)

57.4%

Mid-Market(51-1000 emp.)

28.6%

Enterprise(\> 1000 emp.)

14.0%

[![IBM watsonx Code Assistant](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-watsonx-code-assistant.jpg "IBM watsonx Code Assistant")](https://www.g2.com/products/ibm-watsonx-code-assistant/reviews)

IBM watsonx Code Assistant

Small-Business(50 or fewer emp.)

46.3%

Mid-Market(51-1000 emp.)

18.5%

Enterprise(\> 1000 emp.)

35.2%

Small-Business

(50 or fewer emp.)

57.4%

46.3%

Mid-Market

(51-1000 emp.)

28.6%

18.5%

Enterprise

(\> 1000 emp.)

14.0%

35.2%

Reviewers' Industry

[![ChatGPT](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_e369fa2434bfed6434dea757dc661c25/chatgpt.jpg "ChatGPT")](https://www.g2.com/products/chatgpt/reviews)
ChatGPT

Information Technology and Services

14.7%

Computer Software

14.2%

Marketing and Advertising

7.7%

Education Management

3.5%

Higher Education

3.4%

Other

56.5%

[![IBM watsonx Code Assistant](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-watsonx-code-assistant.jpg "IBM watsonx Code Assistant")](https://www.g2.com/products/ibm-watsonx-code-assistant/reviews)
IBM watsonx Code Assistant

Computer Software

34.0%

Information Technology and Services

11.3%

Financial Services

9.4%

Banking

7.5%

Program Development

7.5%

Other

30.2%

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