Introducing G2.ai, the future of software buying.Try now

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.

Show More
Show Less

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.

Coming Soon
Get Trending Auto Scaling Products in Your Inbox

A weekly snapshot of rising stars, new launches, and what everyone's buzzing about.

Sample Trending Products Newsletter
1 filter applied
Clear All
Clear Filter
More Filters
Market Segments
All Segments
Small Business
Mid Market
Enterprise
Avg. Customer Review
Language
Pricing
Sort by
Clear All
4 Listings in Auto Scaling Available
  • Sort By:
    G2 Score
Google Compute Engine
(934)4.5 out of 5
2nd Easiest To Use in Auto Scaling 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.

    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 virtual machine manager that provides customizable configurations, scalability, and integration with other Google Cloud services.
    • Users like the flexibility and scalability of Google Compute Engine, its seamless integration with other Google Cloud services, and its reliable performance even under heavy workloads.
    • Users mentioned that the pricing model can be confusing, costs can increase quickly if not monitored, and some advanced networking configurations require a steep learning curve.
  • 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
    86
    Scalability
    78
    Virtual Machines
    68
    Features
    63
    Flexibility
    53
    Cons
    Pricing Issues
    54
    Expensive
    50
    Cost Management
    36
    Complexity
    30
    Complex Pricing
    27
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Google Compute Engine features and usability ratings that predict user satisfaction
    8.5
    Ease of Admin
    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
    31,524,859 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    325,307 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 virtual machine manager that provides customizable configurations, scalability, and integration with other Google Cloud services.
  • Users like the flexibility and scalability of Google Compute Engine, its seamless integration with other Google Cloud services, and its reliable performance even under heavy workloads.
  • Users mentioned that the pricing model can be confusing, costs can increase quickly if not monitored, and some advanced networking configurations require a steep learning curve.
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
86
Scalability
78
Virtual Machines
68
Features
63
Flexibility
53
Cons
Pricing Issues
54
Expensive
50
Cost Management
36
Complexity
30
Complex Pricing
27
View All Pros and Cons
Google Compute Engine features and usability ratings that predict user satisfaction
8.5
Ease of Admin
Average: 9.0
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,524,859 Twitter followers
LinkedIn® Page
www.linkedin.com
325,307 employees on LinkedIn®
ScaleOps
(77)4.6 out of 5
3rd Easiest To Use in Auto Scaling software
Save to My Lists
Entry Level Price:Contact Us
  • 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
    • Financial Services
    • Computer Software
    Market Segment
    • 60% Mid-Market
    • 35% 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
    41
    Ease of Use
    35
    Cost Saving
    26
    Cost Reduction
    22
    Cost-Effective
    20
    Cons
    Scaling Issues
    9
    Missing Features
    7
    Poor UI Design
    7
    Slow Performance
    7
    Difficulty in Usage
    6
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • ScaleOps features and usability ratings that predict user satisfaction
    8.9
    Ease of Admin
    Average: 9.0
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    ScaleOps - Cloud-Native Optimization
    Company Website
    Year Founded
    2022
    HQ Location
    New York, US
    LinkedIn® Page
    www.linkedin.com
    103 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
  • Financial Services
  • Computer Software
Market Segment
  • 60% Mid-Market
  • 35% 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
41
Ease of Use
35
Cost Saving
26
Cost Reduction
22
Cost-Effective
20
Cons
Scaling Issues
9
Missing Features
7
Poor UI Design
7
Slow Performance
7
Difficulty in Usage
6
View All Pros and Cons
ScaleOps features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 9.0
Seller Details
Seller
ScaleOps - Cloud-Native Optimization
Company Website
Year Founded
2022
HQ Location
New York, US
LinkedIn® Page
www.linkedin.com
103 employees on LinkedIn®

G2 Deals

Buying software just got smarter. And cheaper.

This is how G2 Deals can help you:

  • Easily shop for curated – and trusted – software
  • Own your own software buying journey
  • Discover exclusive deals on software
See Exclusive Offers
AWS Auto Scaling
(251)4.5 out of 5
4th Easiest To Use in Auto Scaling software
View top Consulting Services for AWS Auto Scaling
Save to My Lists
  • 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
    Scaling
    4
    Auto Scaling
    2
    Cost-Effective
    2
    Features
    2
    API Usability
    1
    Cons
    Difficulty in Usage
    3
    Scaling Issues
    3
    Complex Setup
    2
    Complex Configuration
    1
    Complexity
    1
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • AWS Auto Scaling features and usability ratings that predict user satisfaction
    8.9
    Ease of Admin
    Average: 9.0
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Amazon Web Services (AWS)
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,218,302 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    143,584 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
Scaling
4
Auto Scaling
2
Cost-Effective
2
Features
2
API Usability
1
Cons
Difficulty in Usage
3
Scaling Issues
3
Complex Setup
2
Complex Configuration
1
Complexity
1
View All Pros and Cons
AWS Auto Scaling features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 9.0
Seller Details
Seller
Amazon Web Services (AWS)
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,218,302 Twitter followers
LinkedIn® Page
www.linkedin.com
143,584 employees on LinkedIn®
Ownership
NASDAQ: AMZN
Cast AI
(70)4.8 out of 5
1st Easiest To Use in Auto Scaling 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.

    Cast AI is the leading Kubernetes automation platform. Unlike traditional solutions that merely monitor clusters and provide recommendations, Cast AI leverages advanced machine learning algorithms to

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 47% Mid-Market
    • 24% Small-Business
  • 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
    Customer Support
    17
    Ease of Use
    17
    Cost Management
    14
    Pricing
    14
    Cost Reduction
    13
    Cons
    Integration Issues
    6
    Expensive
    3
    Learning Difficulty
    3
    Resource Limitations
    3
    Cost Management
    2
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Cast AI features and usability ratings that predict user satisfaction
    9.2
    Ease of Admin
    Average: 9.0
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Cast AI
    Company Website
    Year Founded
    2019
    HQ Location
    Miami, FL
    Twitter
    @cast_ai
    1,729 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    298 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Cast AI is the leading Kubernetes automation platform. Unlike traditional solutions that merely monitor clusters and provide recommendations, Cast AI leverages advanced machine learning algorithms to

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 47% Mid-Market
  • 24% Small-Business
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
Customer Support
17
Ease of Use
17
Cost Management
14
Pricing
14
Cost Reduction
13
Cons
Integration Issues
6
Expensive
3
Learning Difficulty
3
Resource Limitations
3
Cost Management
2
View All Pros and Cons
Cast AI features and usability ratings that predict user satisfaction
9.2
Ease of Admin
Average: 9.0
Seller Details
Seller
Cast AI
Company Website
Year Founded
2019
HQ Location
Miami, FL
Twitter
@cast_ai
1,729 Twitter followers
LinkedIn® Page
www.linkedin.com
298 employees on LinkedIn®
Filters
Filter
Clear Filter
More Filters
Market Segments
All Segments
Small Business
Mid Market
Enterprise
Avg. Customer Review
Language
Pricing
Sort by
Clear All
Clear Filter
More Filters
Market Segments
All Segments
Small Business
Mid Market
Enterprise
Avg. Customer Review
Language
Pricing
Sort by
Clear All
4 Listings in Auto Scaling Available
  • Sort By:
    G2 Score

Recommended For You

Entrata
ApartmentIQ
Crexi
BatchLeads
Fello