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Top Free Auto Scaling Software

Check out our list of free Auto Scaling Software. Products featured on this list are the ones that offer a free trial version. As with most free versions, there are limitations, typically time or features.

If you'd like to see more products and to evaluate additional feature options, compare all Auto Scaling Software to ensure you get the right product.

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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.
4 Auto Scaling Products Available
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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.
  • 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 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®
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
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • ScaleOps features and usability ratings that predict user satisfaction
    8.9
    Ease of Admin
    Average: 9.0
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Verified User in Health, Wellness and Fitness
    UH
    Working with ScaleOps has been a fantastic experience. The platform is incredibly easy to use, and their customer support is truly top-notch—always... Read review
    NP
    ScaleOps offers a robust platform designed to automate and optimize the management of cloud infrastructure. Its user-friendly interface, combined... Read review
  • 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 features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 9.0
Verified User in Health, Wellness and Fitness
UH
Working with ScaleOps has been a fantastic experience. The platform is incredibly easy to use, and their customer support is truly top-notch—always... Read review
NP
ScaleOps offers a robust platform designed to automate and optimize the management of cloud infrastructure. Its user-friendly interface, combined... Read review
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®

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Cast AI
(69)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
    • 48% Mid-Market
    • 25% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Cast AI features and usability ratings that predict user satisfaction
    9.2
    Ease of Admin
    Average: 9.0
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Verified User in Computer Software
    UC
    CAST AI's ability to automatically optimize Kubernetes workloads for cost and performance is incredibly powerful. I particularly appreciate the... Read review
    Verified User in Animation
    UA
    CAST AI offers robust Kubernetes cost monitoring, providing clear visibility into resource usage and expenses across clusters. Its actionable cost... Read review
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Cast AI
    Company Website
    Year Founded
    2019
    HQ Location
    Miami, FL
    Twitter
    @cast_ai
    1,734 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
  • 48% Mid-Market
  • 25% Small-Business
Cast AI features and usability ratings that predict user satisfaction
9.2
Ease of Admin
Average: 9.0
Verified User in Computer Software
UC
CAST AI's ability to automatically optimize Kubernetes workloads for cost and performance is incredibly powerful. I particularly appreciate the... Read review
Verified User in Animation
UA
CAST AI offers robust Kubernetes cost monitoring, providing clear visibility into resource usage and expenses across clusters. Its actionable cost... Read review
Seller Details
Seller
Cast AI
Company Website
Year Founded
2019
HQ Location
Miami, FL
Twitter
@cast_ai
1,734 Twitter followers
LinkedIn® Page
www.linkedin.com
298 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
  • 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
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Verified User in Marketing and Advertising
    AM
    Upsides are that if its working correctly it can justify the cost of running Pepperdata. Pepperdata provides Capacity Optimizer data and reporting ... Read review
    Lee G.
    LG
    The capacity optimizer has been proven to save a lot of money. What I like best about the product, though, is the support we have received... Read review
  • 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 features and usability ratings that predict user satisfaction
9.0
Ease of Admin
Average: 9.0
Verified User in Marketing and Advertising
AM
Upsides are that if its working correctly it can justify the cost of running Pepperdata. Pepperdata provides Capacity Optimizer data and reporting ... Read review
Lee G.
LG
The capacity optimizer has been proven to save a lot of money. What I like best about the product, though, is the support we have received... Read review
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®