G2 Vendor Directory

Auto Scaling

7

Products

1,673

Total reviews

4.6

Avg. rating

Cast AI by Cast AI leads the Auto Scaling category with a 4.5 rating from 280 reviews. It also has the strongest momentum in the category.

LLM citations

Monthly citations by AI answer engines for the top products in Auto Scaling.

LLM citations · Auto Scaling

Source: G2 review data

Key stats

Cast AI

Cast AI

Mid-Market

Category trends

How the Auto Scaling market is moving, from G2 review and Grid data.

Which products are most adopted?
1
Google Compute Engine396 2
AWS Auto Scaling257 3
Cast AI207 4
ScaleOps64 5
Amazon EC2 Auto Scaling31
Which products are reviewers switching to?
1
Cast AI3 2
Google Compute Engine2 3
AWS Auto Scaling2 4
ScaleOps1
Which products do enterprises choose?
1
Google Compute Engine127 2
AWS Auto Scaling104 3
Cast AI56 4
ScaleOps21 5
Pepperdata Capacity Optimizer18
Which products do mid-market buyers choose?
1
Google Compute Engine132 2
AWS Auto Scaling90 3
Cast AI89 4
ScaleOps35 5
Pepperdata Capacity Optimizer5
Which products do small businesses choose?
1
Google Compute Engine136 2
AWS Auto Scaling63 3
Cast AI33 4
Amazon EC2 Auto Scaling14

Fastest growing

Ranked by G2 Momentum score.

1

Cast AI

by Cast AI · 280 reviews

4.5
2

Amazon EC2 Auto Scaling

by Amazon Web Services (AWS) · 31 reviews

4.6
3

Xosphere Instance Orchestrator

by Xosphere · 17 reviews

5.0

All products

Ranked by G2 Grid position.

1

Cast AI

by Cast AI · 280 reviews

4.5
2

Google Compute Engine

by Google · 953 reviews

4.5
3

AWS Auto Scaling

by Amazon Web Services (AWS) · 257 reviews

4.5
4

ScaleOps

by ScaleOps - Cloud-Native Optimization · 96 reviews

4.6
5

Amazon EC2 Auto Scaling

by Amazon Web Services (AWS) · 31 reviews

4.6

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