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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.
3 Auto Scaling Products Available
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Google Compute Engine
By Google
(890)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
    • 34% 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 (IaaS) that allows users to deploy virtual machines on the cloud without worrying about the actual hardware.
    • Users frequently mention the robust performance, scalability, and flexibility of Google Compute Engine, along with its seamless integration with other Google Cloud services and its wide range of customizable virtual machines.
    • Users experienced challenges with the complex pricing structure of Google Compute Engine, the steep learning curve for beginners, and occasional slow response times from customer support.
  • 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
    32,520,271 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    301,875 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
  • 34% 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 (IaaS) that allows users to deploy virtual machines on the cloud without worrying about the actual hardware.
  • Users frequently mention the robust performance, scalability, and flexibility of Google Compute Engine, along with its seamless integration with other Google Cloud services and its wide range of customizable virtual machines.
  • Users experienced challenges with the complex pricing structure of Google Compute Engine, the steep learning curve for beginners, and occasional slow response times from customer support.
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
32,520,271 Twitter followers
LinkedIn® Page
www.linkedin.com
301,875 employees on LinkedIn®
CAST AI
By CAST AI
(59)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 that cuts AWS, Azure, and GCP customers’ cloud costs. Cast AI goes beyond monitoring clusters and making recommendations. The platform utilizes ad

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 49% Mid-Market
    • 27% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • CAST AI features and usability ratings that predict user satisfaction
    9.1
    Ease of Admin
    Average: 9.0
  • What G2 Users Think
    Expand/Collapse What G2 Users Think
    • Vitalii B.
    VB
    CAST AI made Kubernetes cost optimization effortless. We saw immediate results, with significant savings and zero downtime during... Read review
    Dario L.
    DL
    Cast.AI's cloud cost automation offers a robust solution for resource optimization through its innovative technology, significantly alleviating 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
    1,236 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    220 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 that cuts AWS, Azure, and GCP customers’ cloud costs. Cast AI goes beyond monitoring clusters and making recommendations. The platform utilizes ad

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 49% Mid-Market
  • 27% Small-Business
CAST AI features and usability ratings that predict user satisfaction
9.1
Ease of Admin
Average: 9.0
Vitalii B.
VB
CAST AI made Kubernetes cost optimization effortless. We saw immediate results, with significant savings and zero downtime during... Read review
Dario L.
DL
Cast.AI's cloud cost automation offers a robust solution for resource optimization through its innovative technology, significantly alleviating the... Read review
Seller Details
Seller
CAST AI
Company Website
Year Founded
2019
HQ Location
Miami, FL
Twitter
@cast_ai
1,236 Twitter followers
LinkedIn® Page
www.linkedin.com
220 employees on LinkedIn®

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Pepperdata Capacity Optimizer
By Pepperdata
(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
    707 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    44 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
707 Twitter followers
LinkedIn® Page
www.linkedin.com
44 employees on LinkedIn®