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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
(935)4.5 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.

    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
    • 33% Enterprise
    • 31% Small-Business
    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 an Infrastructure-as-a-Service offering that allows users to run virtual machines on Google's infrastructure, providing flexibility and scalability for various workloads.
    • Reviewers frequently mention the ease of use, quick setup process, and seamless integration with other Google Cloud services as key benefits, along with the ability to customize virtual machines to specific needs.
    • Reviewers experienced challenges with the pricing model, finding it complex and hard to understand, and some also mentioned limited regional availability for some services and a less intuitive user interface compared to other platforms.
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Google Compute Engine features and usability ratings that predict user satisfaction
    8.6
    Ease of Admin
    Average: 8.9
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    32,753,487 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    310,860 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
  • 33% Enterprise
  • 31% Small-Business
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 an Infrastructure-as-a-Service offering that allows users to run virtual machines on Google's infrastructure, providing flexibility and scalability for various workloads.
  • Reviewers frequently mention the ease of use, quick setup process, and seamless integration with other Google Cloud services as key benefits, along with the ability to customize virtual machines to specific needs.
  • Reviewers experienced challenges with the pricing model, finding it complex and hard to understand, and some also mentioned limited regional availability for some services and a less intuitive user interface compared to other platforms.
Google Compute Engine features and usability ratings that predict user satisfaction
8.6
Ease of Admin
Average: 8.9
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,753,487 Twitter followers
LinkedIn® Page
www.linkedin.com
310,860 employees on LinkedIn®
CAST AI
(63)4.8 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.

    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
    • 49% Mid-Market
    • 27% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • CAST AI features and usability ratings that predict user satisfaction
    9.2
    Ease of Admin
    Average: 8.9
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Verified User in Retail
    AR
    The support engineers and it's easy to use. Read review
    Verified User in Education Management
    UE
    CAST AI helps organizations in managing cloud resources and optimizing the costing part with high availability at low cost . Their consulting team... 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
    1,296 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    313 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
  • 49% Mid-Market
  • 27% Small-Business
CAST AI features and usability ratings that predict user satisfaction
9.2
Ease of Admin
Average: 8.9
Verified User in Retail
AR
The support engineers and it's easy to use. Read review
Verified User in Education Management
UE
CAST AI helps organizations in managing cloud resources and optimizing the costing part with high availability at low cost . Their consulting team... Read review
Seller Details
Seller
CAST AI
Company Website
Year Founded
2019
HQ Location
Miami, FL
Twitter
@cast_ai
1,296 Twitter followers
LinkedIn® Page
www.linkedin.com
313 employees on LinkedIn®

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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: 8.9
  • 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
    701 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    45 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: 8.9
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
701 Twitter followers
LinkedIn® Page
www.linkedin.com
45 employees on LinkedIn®
ScaleOps
(11)4.8 out of 5
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Cut K8s costs by up to 80%, without impacting application performance or degrading cluster reliability. ScaleOps is an automated, real-time Kubernetes resource optimization platform operating in 1000s

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • ScaleOps features and usability ratings that predict user satisfaction
    8.7
    Ease of Admin
    Average: 8.9
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Omri C.
    OC
    It's reliable, keeps renovating, easy to update and deploy, has great support and customer success and, most important it is cost-effective Read review
    EF
    a unique suite for Optimize your k8s Resource Read review
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    ScaleOps - Cloud-Native Optimization
    Year Founded
    2022
    HQ Location
    New York, US
    LinkedIn® Page
    www.linkedin.com
    80 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Cut K8s costs by up to 80%, without impacting application performance or degrading cluster reliability. ScaleOps is an automated, real-time Kubernetes resource optimization platform operating in 1000s

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
ScaleOps features and usability ratings that predict user satisfaction
8.7
Ease of Admin
Average: 8.9
Omri C.
OC
It's reliable, keeps renovating, easy to update and deploy, has great support and customer success and, most important it is cost-effective Read review
EF
a unique suite for Optimize your k8s Resource Read review
Seller Details
Seller
ScaleOps - Cloud-Native Optimization
Year Founded
2022
HQ Location
New York, US
LinkedIn® Page
www.linkedin.com
80 employees on LinkedIn®