Alibaba Cloud Auto Scaling vs Kubernetes

Alibaba Cloud Auto Scaling9.1Visit Kubernetes7.9Visit

Higher score Alibaba Cloud Auto Scaling #1 in Auto Scaling Software 9.1/10 Free plan Free plan Visit Alibaba Cloud

vs

Kubernetes #7 in Auto Scaling Software 7.9/10 Free plan Free plan Visit Kubernetes

• Alibaba Cloud Auto Scaling fits best

  Alibaba Cloud users scaling instance groups

• Kubernetes fits best

  Teams managing autoscaling in self-hosted Kubernetes

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Side by side

Feature	Alibaba Cloud Auto Scaling 9.1/10 Visit ↗	Kubernetes 7.9/10 Visit ↗
At a glance
Editor score	9.1	7.9
Ranking	#1 in Auto Scaling Software	#7 in Auto Scaling Software
Best for	Alibaba Cloud users scaling instance groups	Teams managing autoscaling in self-hosted Kubernetes
Pricing model	Free	Free
Starting price	Free plan	Free plan
Free plan	✓	✓
Free trial	—	—
Deployment	Cloud	Self-hosted
Platforms	Web	Linux, Windows
Built for	Small business, Mid-market, Enterprise	Small business, Mid-market, Enterprise
Specs
Scaling targets	Instances	Not checked yet
Scaling triggers	Predictive	Not checked yet
Cloud support	Single-cloud	Not checked yet
Scale direction	Both	Not checked yet
Deployment	Cloud	Not checked yet
Our review
Pros	Supports scheduled, metric-based, target-tracking, and predictive rules Replaces unhealthy instances and manages load-balancer registration Lifecycle hooks and activity records support custom operations and monitoring	Horizontal pod autoscaling is part of a broad workload-management platform Automates deployments, rollouts, rollbacks and self-healing workloads Open source and deployable on Linux, Windows and through an API
Cons	Scaling targets are limited to ECS and ECI instances Designed for Alibaba Cloud rather than multi-cloud scaling Compute and associated cloud resources are billed separately	Self-hosted software requires teams to manage the platform Autoscaling is one capability within a broader orchestration system Support channels are community and documentation
Our verdict	Alibaba Cloud Auto Scaling adjusts the number of Elastic Compute Service (ECS) or Elastic Container Instance (ECI) instances in configured scaling groups. It suits teams already running those workloads on Alibaba Cloud, from small… Read the review →	Kubernetes is open-source software for deploying, scaling and managing containerized applications. It suits teams that want to run and manage their own clusters, from local development through enterprise environments. For autoscaling, it… Read the review →

Strengths and trade-offs

• Alibaba Cloud Auto Scaling — where it wins

  • Supports scheduled, metric-based, target-tracking, and predictive rules
  • Replaces unhealthy instances and manages load-balancer registration
  • Lifecycle hooks and activity records support custom operations and monitoring

  Where it doesn't

  • Scaling targets are limited to ECS and ECI instances
  • Designed for Alibaba Cloud rather than multi-cloud scaling
  • Compute and associated cloud resources are billed separately

• Kubernetes — where it wins

  • Horizontal pod autoscaling is part of a broad workload-management platform
  • Automates deployments, rollouts, rollbacks and self-healing workloads
  • Open source and deployable on Linux, Windows and through an API

  Where it doesn't

  • Self-hosted software requires teams to manage the platform
  • Autoscaling is one capability within a broader orchestration system
  • Support channels are community and documentation

• Alibaba Cloud Auto Scaling9.1/10 · Free plan

  A free Alibaba Cloud service for scaling ECS and ECI instance groups.

  Visit Alibaba CloudFull verdict →
• Kubernetes7.9/10 · Free plan

  A free, self-hosted Kubernetes platform that includes horizontal pod autoscaling.

  Visit KubernetesFull verdict →