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.

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
(782)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.

    We’ve trained a model called ChatGPT which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect pr

    Users
    • Software Engineer
    • Student
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 63% Small-Business
    • 26% 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
    180
    Ease of Use
    173
    Helpful
    121
    Content Generation
    100
    Time-Saving
    88
    Cons
    AI Limitations
    91
    Usage Limitations
    64
    Context Understanding
    48
    Inaccuracy
    45
    Outdated Information
    39
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • ChatGPT features and usability ratings that predict user satisfaction
    8.7
    Code quality
    Average: 8.2
    9.6
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    OpenAI
    Year Founded
    2015
    HQ Location
    San Francisco, CA
    Twitter
    @OpenAI
    4,168,416 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.

We’ve trained a model called ChatGPT which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect pr

Users
  • Software Engineer
  • Student
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 63% Small-Business
  • 26% 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
180
Ease of Use
173
Helpful
121
Content Generation
100
Time-Saving
88
Cons
AI Limitations
91
Usage Limitations
64
Context Understanding
48
Inaccuracy
45
Outdated Information
39
ChatGPT features and usability ratings that predict user satisfaction
8.7
Code quality
Average: 8.2
9.6
Ease of Use
Average: 8.9
Seller Details
Seller
OpenAI
Year Founded
2015
HQ Location
San Francisco, CA
Twitter
@OpenAI
4,168,416 Twitter followers
LinkedIn® Page
www.linkedin.com
1,933 employees on LinkedIn®
(149)4.5 out of 5
4th Easiest To Use in AI Code Generation software
View top Consulting Services for GitHub Copilot
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  • 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
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 40% Mid-Market
    • 40% Small-Business
  • 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
    88
    Coding Assistance
    84
    Productivity Improvement
    25
    Problem Solving
    23
    Efficiency
    22
    Cons
    Poor Coding
    30
    Expensive
    19
    Poor Suggestions
    18
    Difficult Learning
    11
    Inaccuracy
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • GitHub Copilot features and usability ratings that predict user satisfaction
    8.8
    Code quality
    Average: 8.2
    9.0
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    GitHub
    Year Founded
    2008
    HQ Location
    San Francisco, CA
    Twitter
    @github
    2,622,862 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    6,505 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
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 40% Mid-Market
  • 40% Small-Business
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
88
Coding Assistance
84
Productivity Improvement
25
Problem Solving
23
Efficiency
22
Cons
Poor Coding
30
Expensive
19
Poor Suggestions
18
Difficult Learning
11
Inaccuracy
7
GitHub Copilot features and usability ratings that predict user satisfaction
8.8
Code quality
Average: 8.2
9.0
Ease of Use
Average: 8.9
Seller Details
Seller
GitHub
Year Founded
2008
HQ Location
San Francisco, CA
Twitter
@github
2,622,862 Twitter followers
LinkedIn® Page
www.linkedin.com
6,505 employees on LinkedIn®

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(174)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.

    DeepMind's Gemini is a suite of advanced AI models and products, designed to push the boundaries of artificial intelligence. It represents DeepMind's next-generation system, building on the foundation

    Users
    • Research Analyst
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 40% Small-Business
    • 40% 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
    Useful
    112
    Ease of Use
    90
    Helpful
    52
    Performance Improvement
    36
    Features
    35
    Cons
    AI Limitations
    52
    Inaccuracy
    33
    Usage Limitations
    27
    Context Understanding
    26
    Inaccurate Responses
    25
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Gemini features and usability ratings that predict user satisfaction
    8.0
    Code quality
    Average: 8.2
    9.1
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    32,705,077 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    310,061 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DeepMind's Gemini is a suite of advanced AI models and products, designed to push the boundaries of artificial intelligence. It represents DeepMind's next-generation system, building on the foundation

Users
  • Research Analyst
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 40% Small-Business
  • 40% 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
Useful
112
Ease of Use
90
Helpful
52
Performance Improvement
36
Features
35
Cons
AI Limitations
52
Inaccuracy
33
Usage Limitations
27
Context Understanding
26
Inaccurate Responses
25
Gemini features and usability ratings that predict user satisfaction
8.0
Code quality
Average: 8.2
9.1
Ease of Use
Average: 8.9
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,705,077 Twitter followers
LinkedIn® Page
www.linkedin.com
310,061 employees on LinkedIn®
(3,066)4.5 out of 5
Optimized for quick response
View top Consulting Services for Salesforce Platform
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Entry Level Price:$25 /user/month* (bil...
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Salesforce Platform is the leading low-code development platform that empowers your team to build and extend your Customer 360 with AI, automation, and data. With the Salesforce Platform, you can exec

    Users
    • Salesforce Developer
    • Account Executive
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 44% Mid-Market
    • 36% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Salesforce Platform 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
    802
    Features
    386
    Customizability
    372
    Customization
    343
    Customization Options
    330
    Cons
    Learning Curve
    269
    Complexity
    251
    Expensive
    237
    Missing Features
    221
    Limitations
    203
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Salesforce Platform features and usability ratings that predict user satisfaction
    8.8
    Code quality
    Average: 8.2
    8.4
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1999
    HQ Location
    San Francisco, CA
    Twitter
    @salesforce
    582,445 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    78,342 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Salesforce Platform is the leading low-code development platform that empowers your team to build and extend your Customer 360 with AI, automation, and data. With the Salesforce Platform, you can exec

Users
  • Salesforce Developer
  • Account Executive
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 44% Mid-Market
  • 36% Enterprise
Salesforce Platform 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
802
Features
386
Customizability
372
Customization
343
Customization Options
330
Cons
Learning Curve
269
Complexity
251
Expensive
237
Missing Features
221
Limitations
203
Salesforce Platform features and usability ratings that predict user satisfaction
8.8
Code quality
Average: 8.2
8.4
Ease of Use
Average: 8.9
Seller Details
Company Website
Year Founded
1999
HQ Location
San Francisco, CA
Twitter
@salesforce
582,445 Twitter followers
LinkedIn® Page
www.linkedin.com
78,342 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Gemini Code Assist completes your code as you write, and generates whole code blocks or functions on demand. Code assistance is available in many popular IDEs, such as Visual Studio Code, JetBrains ID

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 56% 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
    24
    Coding Assistance
    13
    Easy Integrations
    9
    Conversational Interaction
    7
    Implementation Ease
    7
    Cons
    Expensive
    5
    Inaccuracy
    4
    Difficult Learning
    3
    Limited Knowledge
    3
    Poor Coding
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Gemini Code Assist features and usability ratings that predict user satisfaction
    8.2
    Code quality
    Average: 8.2
    8.7
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    32,705,077 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    310,061 employees on LinkedIn®
    Ownership
    NASDAQ:GOOG
Product Description
How are these determined?Information
This description is provided by the seller.

Gemini Code Assist completes your code as you write, and generates whole code blocks or functions on demand. Code assistance is available in many popular IDEs, such as Visual Studio Code, JetBrains ID

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 56% 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
24
Coding Assistance
13
Easy Integrations
9
Conversational Interaction
7
Implementation Ease
7
Cons
Expensive
5
Inaccuracy
4
Difficult Learning
3
Limited Knowledge
3
Poor Coding
3
Gemini Code Assist features and usability ratings that predict user satisfaction
8.2
Code quality
Average: 8.2
8.7
Ease of Use
Average: 8.9
Seller Details
Seller
Google
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,705,077 Twitter followers
LinkedIn® Page
www.linkedin.com
310,061 employees on LinkedIn®
Ownership
NASDAQ:GOOG
(111)4.5 out of 5
5th 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
    • 77% Small-Business
    • 14% 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
    35
    Time-saving
    24
    Team Collaboration
    21
    Coding Assistance
    20
    AI Advancements
    13
    Cons
    System Unreliability
    14
    Poor Coding
    10
    Expensive
    8
    Slow Performance
    7
    Complexity Issues
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Replit features and usability ratings that predict user satisfaction
    7.8
    Code quality
    Average: 8.2
    8.8
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Replit
    Year Founded
    2016
    HQ Location
    San Francisco, US
    Twitter
    @Replit
    182,387 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    156 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
  • 77% Small-Business
  • 14% 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
35
Time-saving
24
Team Collaboration
21
Coding Assistance
20
AI Advancements
13
Cons
System Unreliability
14
Poor Coding
10
Expensive
8
Slow Performance
7
Complexity Issues
4
Replit features and usability ratings that predict user satisfaction
7.8
Code quality
Average: 8.2
8.8
Ease of Use
Average: 8.9
Seller Details
Seller
Replit
Year Founded
2016
HQ Location
San Francisco, US
Twitter
@Replit
182,387 Twitter followers
LinkedIn® Page
www.linkedin.com
156 employees on LinkedIn®
Entry Level Price:Free
  • 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 you achieve consistency and quality at scale with AI. Sourcegraph accelerates the entire workflow for developers by pro

    Users
    • Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 72% Small-Business
    • 21% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Sourcegraph Cody 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
    48
    Coding Assistance
    29
    Problem Solving
    10
    Context Understanding
    9
    Model Variety
    9
    Cons
    Poor Coding
    15
    Slow Performance
    8
    Poor Suggestions
    7
    System Unreliability
    7
    Context Understanding
    6
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Sourcegraph Cody features and usability ratings that predict user satisfaction
    8.0
    Code quality
    Average: 8.2
    8.9
    Ease of Use
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2013
    HQ Location
    San Francisco, US
    Twitter
    @sourcegraph
    20,891 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    210 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 you achieve consistency and quality at scale with AI. Sourcegraph accelerates the entire workflow for developers by pro

Users
  • Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 72% Small-Business
  • 21% Mid-Market
Sourcegraph Cody 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
48
Coding Assistance
29
Problem Solving
10
Context Understanding
9
Model Variety
9
Cons
Poor Coding
15
Slow Performance
8
Poor Suggestions
7
System Unreliability
7
Context Understanding
6
Sourcegraph Cody features and usability ratings that predict user satisfaction
8.0
Code quality
Average: 8.2
8.9
Ease of Use
Average: 8.9
Seller Details
Company Website
Year Founded
2013
HQ Location
San Francisco, US
Twitter
@sourcegraph
20,891 Twitter followers
LinkedIn® Page
www.linkedin.com
210 employees on LinkedIn®