Fuzzball vs. OpenCost Comparison


Fuzzball CIQ	OpenCost	+	+
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About Fuzzball accelerates innovation for researchers and scientists by eliminating the burdens of infrastructure provisioning and management. Fuzzball streamlines and optimizes high-performance computing (HPC) workload design and execution. A user-friendly GUI for designing, editing, and executing HPC jobs. Comprehensive control and automation of all HPC tasks via CLI. Automated data ingress and egress with full compliance logs. Native integration with GPUs and both on-prem and cloud storage on-prem and cloud storage. Human-readable, portable workflow files that execute anywhere. CIQ’s Fuzzball modernizes traditional HPC with an API-first, container-optimized architecture. Operating on Kubernetes, it provides all the security, performance, stability, and convenience found in modern software and infrastructure. Fuzzball not only abstracts the infrastructure layer but also automates the orchestration of complex workflows, driving greater efficiency and collaboration.	About OpenCost is a vendor-neutral open source project for measuring and allocating cloud infrastructure and container costs in real-time. Built by Kubernetes experts and supported by Kubernetes practitioners, OpenCost shines a light into the black box of Kubernetes spending. Flexible, customizable cost allocation and cloud resource monitoring for accurate showback, chargeback, and ongoing reporting. Real-time cost allocation, broken down by Kubernetes concepts to the container level. Allocation for in-cluster resources like CPU, GPU, memory, load balancers, and persistent volumes. Dynamic asset pricing, through integrations with AWS, Azure, and GCP billing APIs as well as support for on-prem Kubernetes clusters using custom pricing. Monitor costs outside the Kubernetes cluster from the cloud provider, resources like object storage, databases, and other managed services. Integrations with other open source tooling, such as easy pricing data exports to Prometheus.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers in need of a tool to streamline their high-performance computing workload design operations	Audience Enterprises in search of a solution for monitoring their cloud native environments
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information CIQ Founded: 2020 United States ciq.com/products/fuzzball/	Company Information OpenCost United States www.opencost.io
Alternatives KubeGrid	Alternatives Replex
Concierto.cloud TRIANZ	CloudNatix
dstack	Oracle Container Engine for Kubernetes Oracle
nebulon	IBM Kubecost Apptio, an IBM company
HashiCorp Nomad HashiCorp View All	Sysdig Monitor Sysdig View All
Categories HPC Supported	Categories Cloud Cost Management Supported

Integrations Kubernetes Supported Adobe Acrobat Reader Not Supported Amazon S3 Not Supported Azure Kubernetes Service (AKS) Not Supported Backstage Not Supported Google Cloud Platform Not Supported Google Cloud Storage Not Supported Grafana Cloud Not Supported IBM Kubecost Not Supported Microsoft Azure Not Supported New Relic Not Supported Oracle Cloud Infrastructure Not Supported Prometheus Not Supported PyTorch Supported R-Studio Supported SUSE CaaS Platform Not Supported Scaleway Not Supported TensorFlow Supported Vantage Not Supported YAML Supported Show More Integrations View All 7 Integrations	Integrations Kubernetes Supported Adobe Acrobat Reader Supported Amazon S3 Supported Azure Kubernetes Service (AKS) Supported Backstage Supported Google Cloud Platform Supported Google Cloud Storage Supported Grafana Cloud Supported IBM Kubecost Supported Microsoft Azure Supported New Relic Supported Oracle Cloud Infrastructure Supported Prometheus Supported PyTorch Not Supported R-Studio Not Supported SUSE CaaS Platform Supported Scaleway Supported TensorFlow Not Supported Vantage Supported YAML Not Supported Show More Integrations View All 21 Integrations
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