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DevZero Review: Kubernetes Optimization Software

DevZero helps software and enterprise companies manage Kubernetes cloud spend. It is designed for teams looking to reduce over-provisioning and idle infrastructure costs.

Pricing

DevZero offers a free tier for up to 2 active clusters. The Scaling & Optimization plan starts at $7 per CPU per month for up to 2,000 CPUs, while Enterprise pricing is custom.

At a glance

Best for
Software companies, Enterprise companies, Kubernetes administrators, Cloud operations managers
Key use cases
Reducing Over-provisioning, Multi-Cloud Cost Management, AI Workload Optimization, Live Resource Adjustment
Integrations
Terraform, Pulumi, AWS, Azure, GCP
Visit DevZeroDevZero software interface screenshot

How AI is used

DevZero is a platform designed to optimize Kubernetes environments by automatically adjusting resource allocations. It focuses on right-sizing CPU, memory, and GPU usage to match actual workload requirements, which may help reduce the waste found in over-provisioned clusters.

The tool supports software companies and enterprise organizations operating across various cloud environments, including AWS, Azure, GCP, Oracle Cloud, OpenShift, and on-premise setups. It combines workload rightsizing, node autoscaling, and bin packing into a single system to manage infrastructure efficiency.

Users can perform a free assessment to identify idle capacity and over-provisioned workloads before committing to a paid plan. The platform is designed to perform these adjustments using live migration to avoid application restarts.

Buyers should confirm how the platform's automated policies align with their specific stability requirements and verify if the tiered pricing fits their current cluster scale.

Key Features

  • Autonomous Live Rightsizing

    Adjusts CPU, memory, and GPU allocations in real time to match workload needs without requiring application restarts.

  • AI-Driven Tuning

    Uses machine learning and telemetry to analyze workload requirements and support resource allocation.

  • Node Autoscaling and Bin Packing

    Consolidates underutilized nodes and provisions right-sized infrastructure to support resource efficiency.

  • Multi-Cloud Support

    Supports AWS, Google Cloud, Azure, Oracle Cloud, OpenShift, and on-prem Kubernetes environments.

  • Cost Monitoring and Attribution

    Provides visibility into infrastructure spend across clusters, nodes, and workloads, including cost attribution for departments.

  • GPU Optimization

    Designed to identify and address unused GPU compute capacity for AI and high-performance workloads.

Use Cases

  • Reducing Over-provisioning

    Identifying workloads that request more CPU and memory than they actually use to help lower monthly cloud bills.

  • Multi-Cloud Cost Management

    Monitoring and optimizing Kubernetes spend across different providers from a single dashboard.

  • AI Workload Optimization

    Managing GPU utilization for AI workloads to help ensure compute capacity is not wasted.

  • Live Resource Adjustment

    Performing rightsizing updates via live migration to avoid application downtime.

Integrations

  • Terraform
  • Pulumi
  • AWS
  • Azure
  • GCP
  • Oracle Cloud
  • OpenShift

FAQ

What does DevZero do?

DevZero is a platform that automatically adjusts the CPU, memory, and GPU allocations of Kubernetes workloads in real time to reduce wasted cloud spend.

Is there a free version of DevZero?

Yes, DevZero offers a free tier that supports up to 2 active clusters with platform access for 45 days.

Which cloud providers are supported?

The platform supports AWS, Google Cloud, Azure, Oracle Cloud, OpenShift, and on-premise Kubernetes environments.

Does DevZero cause application downtime during optimization?

DevZero is designed for live rightsizing and zero-downtime migration, which helps adjust resources without requiring application restarts.

Source category: Software Development

Source subcategory: Kubernetes Management

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