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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
(945)4.5 out of 5
3rd Easiest To Use in Auto Scaling software
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.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Google Compute Engine 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
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,726,776 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 features and usability ratings that predict user satisfaction
8.6
Ease of Admin
Average: 9.0
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,726,776 Twitter followers
LinkedIn® Page
www.linkedin.com
325,935 employees on LinkedIn®
Cast AI
(183)4.6 out of 5
1st Easiest To Use in Auto Scaling software
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
    • 23% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Cast AI features and usability ratings that predict user satisfaction
    9.1
    Ease of Admin
    Average: 9.0
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Yogendra K.
    YK
    I use CAST AI to manage our infrastructure, especially various EKS and GKE clusters for right sizing. It helps me select cost-efficient instances... Read review
    PP
    I use CAST AI to automatically optimize the Kubernetes workload, which helps cut cloud costs without needing manual tuning. It eliminates the... 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
    1,799 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
  • 23% Enterprise
Cast AI features and usability ratings that predict user satisfaction
9.1
Ease of Admin
Average: 9.0
Yogendra K.
YK
I use CAST AI to manage our infrastructure, especially various EKS and GKE clusters for right sizing. It helps me select cost-efficient instances... Read review
PP
I use CAST AI to automatically optimize the Kubernetes workload, which helps cut cloud costs without needing manual tuning. It eliminates the... Read review
Seller Details
Seller
Cast AI
Company Website
Year Founded
2019
HQ Location
Miami, FL
Twitter
@cast_ai
1,799 Twitter followers
LinkedIn® Page
www.linkedin.com
331 employees on LinkedIn®
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ScaleOps
(92)4.6 out of 5
2nd Easiest To Use in Auto Scaling software
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
    • Computer Software
    • Financial Services
    Market Segment
    • 55% Mid-Market
    • 34% 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
    • Shira A.
    SA
    I like how user-friendly ScaleOps' UI is, and they continuously improve it. Additionally, the team working with us is outstanding—they are... Read review
    Marva E.
    ME
    I really enjoyed how the integration with ScaleOps was super easy and fast. It only required minimal manual changes and custom configurations, and... 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
    114 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 features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 9.0
Shira A.
SA
I like how user-friendly ScaleOps' UI is, and they continuously improve it. Additionally, the team working with us is outstanding—they are... Read review
Marva E.
ME
I really enjoyed how the integration with ScaleOps was super easy and fast. It only required minimal manual changes and custom configurations, and... Read review
Seller Details
Seller
ScaleOps - Cloud-Native Optimization
Company Website
Year Founded
2022
HQ Location
New York, US
LinkedIn® Page
www.linkedin.com
114 employees on LinkedIn®
Pepperdata Capacity Optimizer
(39)4.6 out of 5
5th Easiest To Use in Auto Scaling software
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
    Year Founded
    2012
    HQ Location
    Sunnyvale, US
    Twitter
    @pepperdata
    701 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    35 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
Year Founded
2012
HQ Location
Sunnyvale, US
Twitter
@pepperdata
701 Twitter followers
LinkedIn® Page
www.linkedin.com
35 employees on LinkedIn®