CAST AI vs. Harness Comparison


CAST AI	Harness	+	+
Learn More Update Features	Learn More Update Features	Add To Compare	Add To Compare


		Related Products Google Compute Engine Compute Engine is Google's infrastructure as a service (IaaS) platform for organizations to create and run cloud-based virtual machines. Computing infrastructure in predefined or custom machine sizes to accelerate your cloud transformation. General purpose (E2, N1, N2, N2D) machines provide a good balance of price and performance. Compute optimized (C2) machines offer high-end vCPU performance for compute-intensive workloads. Memory optimized (M2) machines offer the highest memory and are great for in-memory databases. Accelerator optimized (A2) machines are based on the A100 GPU, for very demanding applications. Integrate Compute with other Google Cloud services such as AI/ML and data analytics. Make reservations to help ensure your applications have the capacity they need as they scale. Save money just for running Compute with sustained-use discounts, and achieve greater savings when you use committed-use discounts. 1,147 Ratings Visit Website RunPod RunPod offers a cloud-based platform designed for running AI workloads, focusing on providing scalable, on-demand GPU resources to accelerate machine learning (ML) model training and inference. With its diverse selection of powerful GPUs like the NVIDIA A100, RTX 3090, and H100, RunPod supports a wide range of AI applications, from deep learning to data processing. The platform is designed to minimize startup time, providing near-instant access to GPU pods, and ensures scalability with autoscaling capabilities for real-time AI model deployment. RunPod also offers serverless functionality, job queuing, and real-time analytics, making it an ideal solution for businesses needing flexible, cost-effective GPU resources without the hassle of managing infrastructure. 180 Ratings Visit Website Kasm Workspaces Kasm Workspaces streams your workplace environment directly to your web browser…on any device and from any location. Kasm uses our high-performance streaming and secure isolation technology to provide web-native Desktop as a Service (DaaS), application streaming, and secure/private web browsing. Kasm is not just a service; it is a highly configurable platform with a robust developer API and devops-enabled workflows that can be customized for your use-case, at any scale. Workspaces can be deployed in the cloud (Public or Private), on-premise (Including Air-Gapped Networks or your Homelab), or in a hybrid configuration. 125 Ratings Visit Website Wiz Wiz is a new approach to cloud security that finds the most critical risks and infiltration vectors with complete coverage across the full stack of multi-cloud environments. Find all lateral movement risks such as private keys used to access both development and production environments. Scan for vulnerable and unpatched operating systems, installed software, and code libraries in your workloads prioritized by risk. Get a complete and up-to-date inventory of all services and software in your cloud environments including the version and package. Identify all keys located on your workloads cross referenced with the privileges they have in your cloud environment. See which resources are publicly exposed to the internet based on a full analysis of your cloud network, even those behind multiple hops. Assess the configuration of cloud infrastructure, Kubernetes, and VM operating systems against your baselines and industry best practices. 1,088 Ratings Visit Website CloudZero CloudZero is the leader in proactive cloud cost efficiency. We enable engineers to build cost-efficient software without slowing down innovation. CloudZero's next-generation cloud cost optimization platform automates the collection, allocation, and analysis of cloud costs to uncover savings opportunities and improve unit economics. We are the only platform that enables companies to understand 100% of their operational cloud spend and take an engineering-led approach to optimizing that spend. CloudZero is used by industry leaders worldwide, such as Coinbase, Klaviyo, Miro, Nubank, and Rapid7. 48 Ratings Visit Website Chainguard Chainguard Containers are a guarded catalog of 1,700+ minimal, zero-CVE container images with a best-in-class CVE remediation SLA (7 days for critical severity, 14 days for high, medium and low) that helps customers build and deploy software better. Modern software development practices and deployment pipelines require secure, up-to-date containerized applications for cloud-native applications. Chainguard builds minimal images continuously from source in our hardened build infrastructure, with only the components required to build and run your applications. Aimed at engineering organizations and security teams alike, Chainguard Containers reduce costly engineering toil around vulnerability management, enhance the security posture of applications by eliminating attack surface, and unlock revenue by simplifying compliance with key frameworks and customer requirements. 46 Ratings Visit Website Cycloid Cycloid is the unified Internal Developer Portal and Platform, made for platform engineering done right. Accelerate your platform engineering adoption from years to weeks, optimize the developer experience and operational efficiency by accelerating the delivery of a developer portal and platform, lighten the cognitive load on IT teams, and advocate for FinOps & Green IT practices. With a GitOps first approach, Cycloid is the single source of truth for your organization. Sovereign by design, we help you take control of your cloud choices and data, ensuring security, compliance, flexibility, and freedom from vendor lock-in at every step. And with GreenIT practices at our core, you'll build an efficient, responsible, and future-proof reality. We are the editor of OSS projects TerraCognita: reverse Terraform; InfraMap: infra diagram; and Terracost: cost estimation. We work with global organizations, US and European public institutions and 6 of the top 10 SI service providers. 5 Ratings Visit Website JS7 JobScheduler JS7 JobScheduler is an Open Source workload automation system designed for performance, resilience and security. It provides unlimited performance for parallel execution of jobs and workflows. JS7 offers cross-platform job execution, managed file transfer, complex no-code job dependencies and a real REST API. Platforms - Cloud scheduling from Containers for Docker®, Kubernetes®, OpenShift® etc. - True multi-platform scheduling on premises for Windows®, Linux®, AIX®, Solaris®, macOS® etc. - Hybrid use for cloud and on premises User Interface - Modern, no-code GUI for inventory management, monitoring and control with web browsers - Near real-time information brings immediate visibility of status changes and log output of jobs and workflows - Multi-client capability, role based access management High Availability - Redundancy and Resilience based on asynchronous design and autonomous Agents - Clustering for all JS7 products, automatic fail-over and manual switch-over 1 Rating Visit Website Dragonfly Dragonfly is a drop-in Redis replacement that cuts costs and boosts performance. Designed to fully utilize the power of modern cloud hardware and deliver on the data demands of modern applications, Dragonfly frees developers from the limits of traditional in-memory data stores. The power of modern cloud hardware can never be realized with legacy software. Dragonfly is optimized for modern cloud computing, delivering 25x more throughput and 12x lower snapshotting latency when compared to legacy in-memory data stores like Redis, making it easy to deliver the real-time experience your customers expect. Scaling Redis workloads is expensive due to their inefficient, single-threaded model. Dragonfly is far more compute and memory efficient, resulting in up to 80% lower infrastructure costs. Dragonfly scales vertically first, only requiring clustering at an extremely high scale. This results in a far simpler operational model and a more reliable system. 16 Ratings Visit Website Greatmail Dependable cloud based email hosting with spam filtering, antivirus protection, generous storage and webmail. Compatible with Outlook and all other POP3/IMAP clients. High volume SMTP service for responsible senders. Outbound relay service for transactional messages, email marketing campaigns, newsletters and other applications. Dedicated email servers, clustering and multiple IP load balancing for high volume senders. Fixed monthly cost with unlimited sending and reputation monitoring. Greatmail is an email service provider (ESP) specializing in business class email hosting, SMTP hosting and email servers. For ISPs, application programmers and cloud developers, we also provide custom solutions including dedicated IP servers and process specific, load balanced configurations with multiple servers. 5 Ratings Visit Website
About CAST AI is an automated Kubernetes cost monitoring, optimization and security platform for your EKS, AKS and GKE clusters. The company’s platform goes beyond monitoring clusters and making recommendations; it utilizes advanced machine learning algorithms to analyze and automatically optimize clusters, saving customers 50% or more on their cloud spend, and improving performance and reliability to boost DevOps and engineering productivity.	About Harness is an AI-native software delivery platform that helps engineering teams achieve excellence by automating and streamlining the entire software delivery lifecycle. It enables continuous integration, continuous delivery, and GitOps for multi-cloud, multi-region deployments with increased speed and reliability. Harness simplifies infrastructure as code, database DevOps, and artifact management to improve collaboration and reduce errors. The platform offers AI-powered testing, incident response, chaos engineering, and feature management to enhance quality and resilience. Harness also provides cloud cost management, security testing orchestration, and developer insights to optimize performance and governance. Trusted by leading enterprises, Harness accelerates innovation while reducing manual effort and risk.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Cloud-native companies	Audience Harness is ideal for engineering and DevOps teams in enterprises seeking to modernize software delivery with AI-powered automation, continuous integration and delivery, infrastructure management, and enhanced security and cost optimization
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $200 per month Free Version Free Trial	Pricing No information available. Free Version Free Trial
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 Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information CAST AI Founded: 2019 United States cast.ai/	Company Information Harness Founded: 2016 United States harness.io/products/platform/
Alternatives CloudZero	Alternatives Cortex
CostSage Vaival Technologies	Massdriver
Harness	Codefresh
StormForge	GitLab
Pepperdata Pepperdata, Inc. View All	Jellyfish View All
Categories Auto Scaling Cloud Cost Management Container Security	Categories AI Testing Tools Artifact Management Automated Testing Change Management Chaos Engineering Cloud Cost Management Cloud Infrastructure Automation Continuous Delivery Continuous Integration DevOps DORA Metrics Feature Management Incident Management Incident Response Internal Developer Portals Release Management Repository Management Security Orchestration, Automation and Response (SOAR) Software Development Analytics Software Development Life Cycle (SDLC) Software Engineering Intelligence Software Testing Source Code Management Value Stream Management Visual Testing
Cloud Cost Management Features Cost Reduction Optimization Dashboard Data Import/Export Data Storage Data Visualization Resource Usage Reporting Roles / Permissions Spend and Cost Reporting	Cloud Cost Management Features Cost Reduction Optimization Dashboard Data Import/Export Data Storage Data Visualization Resource Usage Reporting Roles / Permissions Spend and Cost Reporting Show More Features Change Management Features Approval Workflow Audit Trail Automated Notifications Change Calendar Change Planning Compliance Management Prioritization Release Management Task Management Tracking & Reporting Training Management Continuous Delivery Features Application Lifecycle Management Application Release Automation Build Automation Build Log Change Management Configuration Management Continuous Deployment Continuous Integration Feature Toggles / Feature Flags Quality Management Testing Management Continuous Integration Features Build Log Change Management Configuration Management Continuous Delivery Continuous Deployment Debugging Permission Management Quality Assurance Management Testing Management DevOps Features Approval Workflow Dashboard KPIs Policy Management Portfolio Management Prioritization Release Management Timeline Management Troubleshooting Reports Feature Management Features A/B Testing Entitlement Management Feature Alerts Feature Flag / Toggle Feature Rollout Management Kill Switch KPI Monitoring Multivariate Testing Product Experimentation Whitelist Creation Software Testing Features Automated Testing Black-Box Testing Dynamic Testing Issue Tracking Manual Testing Quality Assurance Planning Reporting / Analytics Static Testing Test Case Management Variable Testing Methods White-Box Testing
Integrations Amazon EKS Azure Kubernetes Service (AKS) Google Kubernetes Engine (GKE) Amazon EC2 Amazon Elastic Container Service (Amazon ECS) Amazon Web Services (AWS) Apple iOS Azure Marketplace Doctor Droid Dynatrace GitLab Indent JUnit Jenkins Prometheus RapidFort Red Hat OpenShift ServiceNow ZoomInfo GTM Studio fastlane Show More Integrations View All 4 Integrations	Integrations Amazon EKS Azure Kubernetes Service (AKS) Google Kubernetes Engine (GKE) Amazon EC2 Amazon Elastic Container Service (Amazon ECS) Amazon Web Services (AWS) Apple iOS Azure Marketplace Doctor Droid Dynatrace GitLab Indent JUnit Jenkins Prometheus RapidFort Red Hat OpenShift ServiceNow ZoomInfo GTM Studio fastlane Show More Integrations View All 47 Integrations
Claim CAST AI and update features and information Claim CAST AI and update features and information	Claim Harness and update features and information Claim Harness and update features and information