Best Auto Scaling Software

How Many Auto Scaling Software Products Does G2 Track?

Total Products under this Category: 19

Category Stats (Jul 2026)

  • Average Rating: 4.55/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: AWS Auto Scaling (+0.11%) - Among all products in this category, AWS Auto Scaling recorded the largest rating increase compared to last month

Last updated: July 11, 2026

How Does G2 Rank Auto Scaling Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 1,600+ Authentic Reviews
  • 19+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

What do users say?

Users consistently praise the flexibility and scalability of Google Compute Engine, highlighting its ability to quickly spin up customized virtual machines tailored to specific workloads. The seamless

What do users say?

Users consistently praise CAST AI for its cost optimization and ease of use, highlighting its ability to automate resource management and reduce cloud expenses significantly. The intuitive interface a

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What do users say?

Users consistently praise the ease of use and cost optimization provided by AWS Auto Scaling, highlighting its ability to automatically adjust resources based on demand, which helps maintain performan

What do users say?

Users consistently praise the ease of use and responsive support provided by ScaleOps, highlighting its ability to automate resource management and significantly reduce cloud costs. The intuitive inte

What do users say?

Users consistently praise the ease of use and dynamic scaling capabilities of Amazon EC2 Auto Scaling, highlighting its ability to efficiently manage compute resources based on workload demands. Many

What do users say?

Users consistently praise the product for its cost savings and ease of use, noting that it often pays for itself quickly by optimizing resource utilization. The intuitive dashboards and strong custome

What do users say?

Users consistently praise the ease of setup and cost savings provided by Xosphere Instance Orchestrator, noting that it requires minimal maintenance and delivers significant reductions in AWS bills. T

Product Description

Avi Networks enables public-cloud-like simplicity and flexibility for application services such as load balancing, application analytics, and security in any data center or cloud.

Product Description

Auto Scaling is a service to automatically adjust computing resources based on your volume of user requests. When demand for computing resources increase, Auto Scaling automatically adds ECS instances

Product Description

Product Description: Amazon Aurora Serverless v2 is an on-demand, auto-scaling configuration for Amazon Aurora that automatically adjusts database capacity based on application needs. It scales insta

Pros and Cons

Product Description

AutoSpotting allows you to safely and reliably cut your AWS EC2 costs by up to 90% (usually 50-80%) without long term commitments or upfront payments, by replacing EC2 instances in autoscaling groups

Product Description

Meet your infrastructure Al toolkit: Thoras leverages bleeding-edge Al to predict and scale your GPU and CPU resources, prevent downtime, and optimize Kubernetes workloads—saving you money and keeping

Product Description

If you are a data scientist or engineer, at some point you want to bring your algorithm to production. And that means installing libraries, managing dependencies, deploying your scrips and models, ver

Product Description

Vandis engineers will work with your network and security teams to integrate F5 Network BIG-IP WAFs into your private network design on AWS. We will assist with the design and configuration of the VPC

Product Description

InfraGraf Network Traffic Forecasting helps businesses get a future forecast of the network traffic based on historic data. Benefits offered by this solution includes accurate forecast of network traf

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Rachana Hasyagar
RH
Researched and written by Rachana Hasyagar
Updated October 3, 2024