Best Auto Scaling Software for Medium-Sized Businesses

Rachana Hasyagar
RH
Researched and written by Rachana Hasyagar

Products classified in the overall Auto Scaling 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 Auto Scaling 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 Auto Scaling category.

In addition to qualifying for inclusion in the Auto Scaling Software category, to qualify for inclusion in the Medium-Sized Business Auto Scaling 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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4 Listings in Auto Scaling Available
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Compute Engine is Google's infrastructure as a service (IaaS) platform for organizations to create and run cloud-based virtual machines.

    Users
    • Software Engineer
    • Data Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 35% Small-Business
    • 34% Enterprise
    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.
    • Google Compute Engine is a service that provides customizable virtual machines with various configurations for different workloads, integrating with other Google Cloud services.
    • Reviewers frequently mention the flexibility, scalability, and performance of Google Compute Engine, as well as its seamless integration with other Google Cloud services and its ability to quickly provision virtual machines.
    • Users reported that the pricing structure can be confusing, especially when scaling multiple instances, and the learning curve can be steep for new users, with some finding the interface overwhelming.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Google Compute Engine 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
    76
    Scalability
    69
    Virtual Machines
    64
    Features
    58
    Google Cloud Platform
    54
    Cons
    Pricing Issues
    49
    Expensive
    45
    Cost Management
    33
    Complexity
    30
    Learning Difficulty
    27
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Google Compute Engine features and usability ratings that predict user satisfaction
    8.6
    Ease of Admin
    Average: 9.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,775,247 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.

Compute Engine is Google's infrastructure as a service (IaaS) platform for organizations to create and run cloud-based virtual machines.

Users
  • Software Engineer
  • Data Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 35% Small-Business
  • 34% Enterprise
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.
  • Google Compute Engine is a service that provides customizable virtual machines with various configurations for different workloads, integrating with other Google Cloud services.
  • Reviewers frequently mention the flexibility, scalability, and performance of Google Compute Engine, as well as its seamless integration with other Google Cloud services and its ability to quickly provision virtual machines.
  • Users reported that the pricing structure can be confusing, especially when scaling multiple instances, and the learning curve can be steep for new users, with some finding the interface overwhelming.
Google Compute Engine 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
76
Scalability
69
Virtual Machines
64
Features
58
Google Cloud Platform
54
Cons
Pricing Issues
49
Expensive
45
Cost Management
33
Complexity
30
Learning Difficulty
27
Google Compute Engine features and usability ratings that predict user satisfaction
8.6
Ease of Admin
Average: 9.1
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,775,247 Twitter followers
LinkedIn® Page
www.linkedin.com
325,935 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.

    Cast AI is an automation platform for operating cloud-native and AI infrastructure at scale. It keeps applications fast and stable by continuously optimizing production systems and eliminating manual

    Users
    • Senior DevOps Engineer
    • DevOps Engineer
    Industries
    • Information Technology and Services
    • Financial Services
    Market Segment
    • 39% Mid-Market
    • 24% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Cast 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
    Cost Saving
    43
    Ease of Use
    43
    Cost Management
    42
    Recommendations
    39
    Cost Reduction
    38
    Cons
    Expensive
    12
    Scaling Issues
    12
    Pricing Issues
    10
    UX Improvement
    10
    Learning Difficulty
    9
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Cast AI features and usability ratings that predict user satisfaction
    9.2
    Ease of Admin
    Average: 9.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Cast AI
    Company Website
    Year Founded
    2019
    HQ Location
    Miami, FL
    Twitter
    @cast_ai
    1,803 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    331 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Cast AI is an automation platform for operating cloud-native and AI infrastructure at scale. It keeps applications fast and stable by continuously optimizing production systems and eliminating manual

Users
  • Senior DevOps Engineer
  • DevOps Engineer
Industries
  • Information Technology and Services
  • Financial Services
Market Segment
  • 39% Mid-Market
  • 24% Enterprise
Cast 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
Cost Saving
43
Ease of Use
43
Cost Management
42
Recommendations
39
Cost Reduction
38
Cons
Expensive
12
Scaling Issues
12
Pricing Issues
10
UX Improvement
10
Learning Difficulty
9
Cast AI features and usability ratings that predict user satisfaction
9.2
Ease of Admin
Average: 9.1
Seller Details
Seller
Cast AI
Company Website
Year Founded
2019
HQ Location
Miami, FL
Twitter
@cast_ai
1,803 Twitter followers
LinkedIn® Page
www.linkedin.com
331 employees on LinkedIn®
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ScaleOps is a cloud resource management platform designed to automate resource optimization in real-time based on application context-awareness. This innovative solution continuously monitors live app

    Users
    • DevOps Engineer
    Industries
    • Computer Software
    • Financial Services
    Market Segment
    • 55% Mid-Market
    • 34% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • ScaleOps 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
    Customer Support
    46
    Ease of Use
    41
    Cost Saving
    29
    Cost Reduction
    27
    Easy Setup
    24
    Cons
    Scaling Issues
    10
    Slow Performance
    9
    Difficulty in Usage
    8
    Missing Features
    8
    Poor Documentation
    8
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • ScaleOps features and usability ratings that predict user satisfaction
    8.9
    Ease of Admin
    Average: 9.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2022
    HQ Location
    New York, US
    LinkedIn® Page
    www.linkedin.com
    118 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

ScaleOps is a cloud resource management platform designed to automate resource optimization in real-time based on application context-awareness. This innovative solution continuously monitors live app

Users
  • DevOps Engineer
Industries
  • Computer Software
  • Financial Services
Market Segment
  • 55% Mid-Market
  • 34% Enterprise
ScaleOps 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
Customer Support
46
Ease of Use
41
Cost Saving
29
Cost Reduction
27
Easy Setup
24
Cons
Scaling Issues
10
Slow Performance
9
Difficulty in Usage
8
Missing Features
8
Poor Documentation
8
ScaleOps features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 9.1
Seller Details
Company Website
Year Founded
2022
HQ Location
New York, US
LinkedIn® Page
www.linkedin.com
118 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Amazon EC2 Auto Scaling helps you maintain application availability and allows you to dynamically scale your Amazon EC2 capacity up or down automatically according to conditions you define. You can us

    Users
    • DevOps Engineer
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 40% Enterprise
    • 35% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • AWS Auto Scaling 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
    Auto Scaling
    4
    Scaling
    4
    Cost-Effective
    3
    Features
    2
    Performance
    2
    Cons
    Scaling Issues
    4
    Complex Configuration
    2
    Difficulty in Usage
    2
    Slow Performance
    2
    Complexity
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • AWS Auto Scaling features and usability ratings that predict user satisfaction
    8.9
    Ease of Admin
    Average: 9.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,220,162 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    152,002 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

Amazon EC2 Auto Scaling helps you maintain application availability and allows you to dynamically scale your Amazon EC2 capacity up or down automatically according to conditions you define. You can us

Users
  • DevOps Engineer
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 40% Enterprise
  • 35% Mid-Market
AWS Auto Scaling 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
Auto Scaling
4
Scaling
4
Cost-Effective
3
Features
2
Performance
2
Cons
Scaling Issues
4
Complex Configuration
2
Difficulty in Usage
2
Slow Performance
2
Complexity
1
AWS Auto Scaling features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 9.1
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,220,162 Twitter followers
LinkedIn® Page
www.linkedin.com
152,002 employees on LinkedIn®
Ownership
NASDAQ: AMZN