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Best AI Code Generation Software for Medium-Sized Businesses

Adam Crivello
AC
Researched and written by Adam Crivello

Products classified in the overall AI Code Generation category are similar in many regards and help companies of all sizes solve their business problems. However, medium-sized business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Medium-Sized Business AI Code Generation to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Medium-Sized Business AI Code Generation category.

In addition to qualifying for inclusion in the AI Code Generation Software category, to qualify for inclusion in the Medium-Sized Business AI Code Generation Software category, a product must have at least 10 reviews left by a reviewer from a medium-sized business.

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G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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7 Listings in AI Code Generation Available
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    G2 Score
ChatGPT
(1,419)4.7 out of 5
1st Easiest To Use in AI Code Generation software
View top Consulting Services for ChatGPT
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  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ChatGPT is an advanced AI language model developed by OpenAI, designed to assist users in generating human-like text based on the input it receives. It serves as a versatile tool for a wide range of a

    Users
    • Software Engineer
    • Student
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 57% Small-Business
    • 25% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • ChatGPT Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Useful
    253
    Ease of Use
    244
    Helpful
    168
    Content Generation
    113
    Time-Saving
    105
    Cons
    AI Limitations
    112
    Usage Limitations
    111
    Context Understanding
    88
    Inaccuracy
    75
    Outdated Information
    50
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • ChatGPT features and usability ratings that predict user satisfaction
    8.7
    Code quality
    Average: 8.4
    9.5
    Ease of Use
    Average: 9.0
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    OpenAI
    Year Founded
    2015
    HQ Location
    San Francisco, CA
    Twitter
    @OpenAI
    4,588,814 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,933 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

ChatGPT is an advanced AI language model developed by OpenAI, designed to assist users in generating human-like text based on the input it receives. It serves as a versatile tool for a wide range of a

Users
  • Software Engineer
  • Student
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 57% Small-Business
  • 25% Mid-Market
ChatGPT Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Useful
253
Ease of Use
244
Helpful
168
Content Generation
113
Time-Saving
105
Cons
AI Limitations
112
Usage Limitations
111
Context Understanding
88
Inaccuracy
75
Outdated Information
50
View All Pros and Cons
ChatGPT features and usability ratings that predict user satisfaction
8.7
Code quality
Average: 8.4
9.5
Ease of Use
Average: 9.0
Seller Details
Seller
OpenAI
Year Founded
2015
HQ Location
San Francisco, CA
Twitter
@OpenAI
4,588,814 Twitter followers
LinkedIn® Page
www.linkedin.com
1,933 employees on LinkedIn®
GitHub Copilot
(207)4.5 out of 5
3rd Easiest To Use in AI Code Generation software
View top Consulting Services for GitHub Copilot
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    GitHub Copilot helps more than 1 million developers and over 20,000 businesses push what’s possible in software development. Based on powerful LLMs, including OpenAI’s GPT models, this AI pair progr

    Users
    • Software Engineer
    • Senior Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 38% Small-Business
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • GitHub Copilot Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    103
    Coding Assistance
    91
    Problem Solving
    30
    Productivity Improvement
    28
    Efficiency
    27
    Cons
    Poor Coding
    33
    Expensive
    23
    Poor Suggestions
    20
    Difficult Learning
    12
    Inaccuracy
    9
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • GitHub Copilot features and usability ratings that predict user satisfaction
    8.7
    Code quality
    Average: 8.4
    9.1
    Ease of Use
    Average: 9.0
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    GitHub
    Year Founded
    2008
    HQ Location
    San Francisco, CA
    Twitter
    @github
    2,602,129 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    6,000 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

GitHub Copilot helps more than 1 million developers and over 20,000 businesses push what’s possible in software development. Based on powerful LLMs, including OpenAI’s GPT models, this AI pair progr

Users
  • Software Engineer
  • Senior Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 38% Small-Business
  • 33% Mid-Market
GitHub Copilot Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
103
Coding Assistance
91
Problem Solving
30
Productivity Improvement
28
Efficiency
27
Cons
Poor Coding
33
Expensive
23
Poor Suggestions
20
Difficult Learning
12
Inaccuracy
9
View All Pros and Cons
GitHub Copilot features and usability ratings that predict user satisfaction
8.7
Code quality
Average: 8.4
9.1
Ease of Use
Average: 9.0
Seller Details
Seller
GitHub
Year Founded
2008
HQ Location
San Francisco, CA
Twitter
@github
2,602,129 Twitter followers
LinkedIn® Page
www.linkedin.com
6,000 employees on LinkedIn®

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Gemini
(349)4.4 out of 5
View top Consulting Services for Gemini
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  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Gemini Institutional offers a comprehensive suite of secure, crypto-native solutions tailored for professional traders, institutional investors, businesses, private wealth managers, fintech companies,

    Users
    • Research Analyst
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 47% Small-Business
    • 30% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Gemini Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    55
    Useful
    42
    Helpful
    32
    Efficiency
    25
    Content Creation
    23
    Cons
    AI Limitations
    18
    Inaccuracy
    18
    Inaccurate Responses
    14
    Technical Issues
    14
    Usage Limitations
    13
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Gemini features and usability ratings that predict user satisfaction
    8.1
    Code quality
    Average: 8.4
    9.3
    Ease of Use
    Average: 9.0
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,586,146 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    325,935 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Gemini Institutional offers a comprehensive suite of secure, crypto-native solutions tailored for professional traders, institutional investors, businesses, private wealth managers, fintech companies,

Users
  • Research Analyst
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 47% Small-Business
  • 30% Mid-Market
Gemini Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
55
Useful
42
Helpful
32
Efficiency
25
Content Creation
23
Cons
AI Limitations
18
Inaccuracy
18
Inaccurate Responses
14
Technical Issues
14
Usage Limitations
13
View All Pros and Cons
Gemini features and usability ratings that predict user satisfaction
8.1
Code quality
Average: 8.4
9.3
Ease of Use
Average: 9.0
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,586,146 Twitter followers
LinkedIn® Page
www.linkedin.com
325,935 employees on LinkedIn®
Replit
(271)4.5 out of 5
4th Easiest To Use in AI Code Generation software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Replit turns your ideas into apps, fast. With Replit, anyone—technical or non-technical—can build and deploy fully-functional, full-stack apps directly from their browser, without any installation

    Users
    • CEO
    • Founder
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 63% Small-Business
    • 10% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Replit Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    130
    User Experience
    60
    Time-saving
    41
    Coding Assistance
    39
    Features
    38
    Cons
    Expensive
    40
    Credit System
    28
    Poor Coding
    25
    System Unreliability
    18
    Slow Performance
    13
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Replit features and usability ratings that predict user satisfaction
    7.7
    Code quality
    Average: 8.4
    8.9
    Ease of Use
    Average: 9.0
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Replit
    Year Founded
    2016
    HQ Location
    San Francisco, US
    Twitter
    @Replit
    210,455 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    265 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Replit turns your ideas into apps, fast. With Replit, anyone—technical or non-technical—can build and deploy fully-functional, full-stack apps directly from their browser, without any installation

Users
  • CEO
  • Founder
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 63% Small-Business
  • 10% Mid-Market
Replit Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
130
User Experience
60
Time-saving
41
Coding Assistance
39
Features
38
Cons
Expensive
40
Credit System
28
Poor Coding
25
System Unreliability
18
Slow Performance
13
View All Pros and Cons
Replit features and usability ratings that predict user satisfaction
7.7
Code quality
Average: 8.4
8.9
Ease of Use
Average: 9.0
Seller Details
Seller
Replit
Year Founded
2016
HQ Location
San Francisco, US
Twitter
@Replit
210,455 Twitter followers
LinkedIn® Page
www.linkedin.com
265 employees on LinkedIn®
Gemini Code Assist
(50)4.4 out of 5
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Gemini Code Assist is an AI-powered development tool designed to enhance software development by providing intelligent code suggestions, automating repetitive tasks, and integrating seamlessly into va

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 54% Small-Business
    • 28% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Gemini Code Assist Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    3
    Coding Assistance
    2
    Efficiency
    2
    Productivity Improvement
    2
    Quality Results
    2
    Cons
    Inaccuracy
    2
    Poor Coding
    2
    Context Understanding
    1
    Irrelevant Responses
    1
    Poor Integration
    1
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Gemini Code Assist features and usability ratings that predict user satisfaction
    8.2
    Code quality
    Average: 8.4
    8.6
    Ease of Use
    Average: 9.0
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Google
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,586,146 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    325,935 employees on LinkedIn®
    Ownership
    NASDAQ:GOOG
Product Description
How are these determined?Information
This description is provided by the seller.

Gemini Code Assist is an AI-powered development tool designed to enhance software development by providing intelligent code suggestions, automating repetitive tasks, and integrating seamlessly into va

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 54% Small-Business
  • 28% Mid-Market
Gemini Code Assist Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
3
Coding Assistance
2
Efficiency
2
Productivity Improvement
2
Quality Results
2
Cons
Inaccuracy
2
Poor Coding
2
Context Understanding
1
Irrelevant Responses
1
Poor Integration
1
View All Pros and Cons
Gemini Code Assist features and usability ratings that predict user satisfaction
8.2
Code quality
Average: 8.4
8.6
Ease of Use
Average: 9.0
Seller Details
Seller
Google
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,586,146 Twitter followers
LinkedIn® Page
www.linkedin.com
325,935 employees on LinkedIn®
Ownership
NASDAQ:GOOG
Amp
(90)4.5 out of 5
Save to My Lists
Entry Level Price:$59.00
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Sourcegraph’s AI code assistant goes beyond individual dev productivity, helping enterprises achieve consistency and quality at scale with AI. Sourcegraph accelerates the entire workflow for developer

    Users
    • Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 70% Small-Business
    • 19% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Amp Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    59
    Coding Assistance
    28
    Features
    13
    User Experience
    12
    Easy Integrations
    11
    Cons
    Poor Coding
    16
    Slow Performance
    10
    Context Understanding
    7
    Missing Features
    7
    Poor Suggestions
    7
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Amp features and usability ratings that predict user satisfaction
    8.0
    Code quality
    Average: 8.4
    8.6
    Ease of Use
    Average: 9.0
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Sourcegraph
    Company Website
    Year Founded
    2013
    HQ Location
    San Francisco, US
    Twitter
    @sourcegraph
    23,032 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    167 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Sourcegraph’s AI code assistant goes beyond individual dev productivity, helping enterprises achieve consistency and quality at scale with AI. Sourcegraph accelerates the entire workflow for developer

Users
  • Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 70% Small-Business
  • 19% Mid-Market
Amp Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
59
Coding Assistance
28
Features
13
User Experience
12
Easy Integrations
11
Cons
Poor Coding
16
Slow Performance
10
Context Understanding
7
Missing Features
7
Poor Suggestions
7
View All Pros and Cons
Amp features and usability ratings that predict user satisfaction
8.0
Code quality
Average: 8.4
8.6
Ease of Use
Average: 9.0
Seller Details
Seller
Sourcegraph
Company Website
Year Founded
2013
HQ Location
San Francisco, US
Twitter
@sourcegraph
23,032 Twitter followers
LinkedIn® Page
www.linkedin.com
167 employees on LinkedIn®
TESS AI
(479)4.7 out of 5
2nd Easiest To Use in AI Code Generation software
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Tess AI is the Agentic AI platform for the future of work. Create AI agents that collaborate, communicate, and drive productivity across your organization - integrated with over 150 AI Models

    Users
    • CEO
    • Proprietário
    Industries
    • Marketing and Advertising
    • Information Technology and Services
    Market Segment
    • 87% Small-Business
    • 8% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • TESS AI is a tool for educational material development that provides a variety of AI tools in one place, supports multiple languages, and offers features like chat organization and credit control.
    • Reviewers like the efficiency and time-saving aspects of TESS AI, its support for Brazilian Portuguese, the ability to interact with various models, and the value for money it offers for casual or light-to-moderate use.
    • Reviewers experienced issues with the organization of chat folders, misleading information within the platform, outdated resources, usability issues on mobile, and a confusing credits system.
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • TESS AI Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Artificial Intelligence
    44
    Ease of Use
    43
    Useful
    28
    Features
    26
    AI Features
    24
    Cons
    Credit System
    17
    Credit Issues
    15
    Limited Credits
    15
    AI Limitations
    12
    Credit System Issues
    10
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • TESS AI features and usability ratings that predict user satisfaction
    8.6
    Code quality
    Average: 8.4
    8.9
    Ease of Use
    Average: 9.0
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Pareto Group
    Year Founded
    2016
    HQ Location
    Rio de Janeiro, Brazil
    LinkedIn® Page
    www.linkedin.com
    112 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Tess AI is the Agentic AI platform for the future of work. Create AI agents that collaborate, communicate, and drive productivity across your organization - integrated with over 150 AI Models

Users
  • CEO
  • Proprietário
Industries
  • Marketing and Advertising
  • Information Technology and Services
Market Segment
  • 87% Small-Business
  • 8% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • TESS AI is a tool for educational material development that provides a variety of AI tools in one place, supports multiple languages, and offers features like chat organization and credit control.
  • Reviewers like the efficiency and time-saving aspects of TESS AI, its support for Brazilian Portuguese, the ability to interact with various models, and the value for money it offers for casual or light-to-moderate use.
  • Reviewers experienced issues with the organization of chat folders, misleading information within the platform, outdated resources, usability issues on mobile, and a confusing credits system.
TESS AI Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Artificial Intelligence
44
Ease of Use
43
Useful
28
Features
26
AI Features
24
Cons
Credit System
17
Credit Issues
15
Limited Credits
15
AI Limitations
12
Credit System Issues
10
View All Pros and Cons
TESS AI features and usability ratings that predict user satisfaction
8.6
Code quality
Average: 8.4
8.9
Ease of Use
Average: 9.0
Seller Details
Seller
Pareto Group
Year Founded
2016
HQ Location
Rio de Janeiro, Brazil
LinkedIn® Page
www.linkedin.com
112 employees on LinkedIn®
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7 Listings in AI Code Generation Available
  • Sort By:
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