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Best Enterprise Auto Scaling Software

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, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise 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 Enterprise Business Auto Scaling category.

In addition to qualifying for inclusion in the Auto Scaling Software category, to qualify for inclusion in the Enterprise Business Auto Scaling Software category, a product must have at least 10 reviews left by a reviewer from an enterprise 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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5 Listings in Enterprise Auto Scaling Software Available

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    G2 Score
Google Compute Engine
(933)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
    31,508,752 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
31,508,752 Twitter followers
LinkedIn® Page
www.linkedin.com
325,307 employees on LinkedIn®
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
    2,217,637 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
2,217,637 Twitter followers
LinkedIn® Page
www.linkedin.com
143,584 employees on LinkedIn®
Ownership
NASDAQ: AMZN

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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®
Pepperdata Capacity Optimizer
(39)4.6 out of 5
Optimized for quick response
5th Easiest To Use in Auto Scaling software
Save to My Lists
Entry Level Price:$0.02
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Pepperdata Capacity Optimizer is the only real-time, automated cost optimization solution for Spark workloads that can immediately save you up to 47%. By instructing the scheduler to consider the actu

    Users
    No information available
    Industries
    • Computer Software
    • Banking
    Market Segment
    • 72% Enterprise
    • 15% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Pepperdata Capacity Optimizer 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
    Performance
    4
    Cost Saving
    3
    Savings
    3
    Cost-Effective
    2
    Cost Management
    2
    Cons
    Lack of Automation
    1
    Learning Curve
    1
    Learning Difficulty
    1
    Limited Availability
    1
    Limited Functionality
    1
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Pepperdata Capacity Optimizer features and usability ratings that predict user satisfaction
    9.0
    Ease of Admin
    Average: 9.0
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Pepperdata
    Company Website
    Year Founded
    2012
    HQ Location
    Sunnyvale, US
    Twitter
    @pepperdata
    704 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    41 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Pepperdata Capacity Optimizer is the only real-time, automated cost optimization solution for Spark workloads that can immediately save you up to 47%. By instructing the scheduler to consider the actu

Users
No information available
Industries
  • Computer Software
  • Banking
Market Segment
  • 72% Enterprise
  • 15% Mid-Market
Pepperdata Capacity Optimizer 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
Performance
4
Cost Saving
3
Savings
3
Cost-Effective
2
Cost Management
2
Cons
Lack of Automation
1
Learning Curve
1
Learning Difficulty
1
Limited Availability
1
Limited Functionality
1
View All Pros and Cons
Pepperdata Capacity Optimizer features and usability ratings that predict user satisfaction
9.0
Ease of Admin
Average: 9.0
Seller Details
Seller
Pepperdata
Company Website
Year Founded
2012
HQ Location
Sunnyvale, US
Twitter
@pepperdata
704 Twitter followers
LinkedIn® Page
www.linkedin.com
41 employees on LinkedIn®
Amazon EC2 Auto Scaling
(30)4.6 out of 5
6th Easiest To Use in Auto Scaling software
View top Consulting Services for Amazon EC2 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.

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 47% Small-Business
    • 43% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Amazon EC2 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
    This product has not yet received any positive sentiments.
    Cons
    Complex Configuration
    1
    Complexity
    1
    Learning Difficulty
    1
    View All Pros and Cons
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Amazon EC2 Auto Scaling features and usability ratings that predict user satisfaction
    8.6
    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
    2,217,637 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.

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 47% Small-Business
  • 43% Enterprise
Amazon EC2 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
This product has not yet received any positive sentiments.
Cons
Complex Configuration
1
Complexity
1
Learning Difficulty
1
View All Pros and Cons
Amazon EC2 Auto Scaling features and usability ratings that predict user satisfaction
8.6
Ease of Admin
Average: 9.0
Seller Details
Seller
Amazon Web Services (AWS)
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,217,637 Twitter followers
LinkedIn® Page
www.linkedin.com
143,584 employees on LinkedIn®
Ownership
NASDAQ: AMZN
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Market Segments
All Segments
Small Business
Mid Market
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5 Listings in Enterprise Auto Scaling Software Available

  • Sort By:
    G2 Score