10 Best Cloud & Infrastructure Tools in 2026

Inference.ai provides GPU virtualization technology designed to significantly increase the number of workloads that can be run on existing GPU infrastructure. By fractionalizing GPUs, the platform allows users to optimize their hardware utilization, enabling more concurrent tasks and experiments without requiring additional physical GPUs. This solution is ideal for AI researchers, machine learning engineers, and data scientists who need to accelerate their development cycles, manage multiple projects simultaneously, and maximize the efficiency of their computational resources. The core benefit is the ability to achieve a 10x increase in workload capacity, leading to faster iteration, reduced costs, and improved productivity in demanding AI/ML environments. The platform offers a console for accessing and managing these virtualized GPU resources. This allows users to provision and de-provision fractionalized GPUs as needed, providing flexibility and scalability for various computational demands. It addresses the common challenge of underutilized or inefficiently allocated GPU resources in AI development, making high-performance computing more accessible and cost-effective for a wider range of projects.

Docker Swarm is Docker's native container orchestration solution, built into Docker Engine. It turns a group of Docker hosts into a single virtual Docker host, making it easy to scale and manage containers. While Kubernetes has become the dominant orchestration platform, Docker Swarm remains popular for simpler deployments due to its ease of use, low learning curve, and tight Docker integration. Swarm is ideal for teams already using Docker who need basic orchestration without Kubernetes complexity.

Redis Cloud is the official managed Redis service from Redis Labs. Features Redis Enterprise with active-active geo-distribution and advanced data structures.

Valkey is an open source fork of Redis maintained by the Linux Foundation. Created after Redis license changes, with backing from AWS, Google, and Oracle.

Kuma is an open-source control plane for microservices and service mesh, built on top of Envoy. It provides a unified platform for managing service connectivity, security, and observability across diverse environments, including Kubernetes, virtual machines, and hybrid setups. Kuma simplifies the adoption of a service mesh by offering an easy-to-use policy architecture that enables zero-trust security, traffic reliability, discovery, routing, and observability with minimal configuration. Designed for enterprise architects, Kuma supports multi-cloud and multi-cluster deployments with native multi-zone connectivity. It allows organizations to manage multiple teams and their services from a single control plane, reducing operational complexity. Kuma bundles the Envoy proxy, abstracting away its complexities, and provides over 10 ready-to-use policies for L4 and L7 traffic management. It offers various interfaces including a GUI, REST API, and CLI, making it accessible for different user preferences. Kuma is ideal for organizations looking to modernize their application connectivity, enhance security, and gain better control over their microservices architecture across heterogeneous infrastructure.

nOps is an automated cloud cost optimization platform designed for FinOps teams, engineering teams, and enterprises managing significant cloud spend. It helps organizations reduce cloud waste, maximize savings, and gain complete visibility into their cloud expenditures across major providers like AWS, GCP, and Azure. The platform autonomously adjusts cloud commitments (like Reserved Instances and Savings Plans) to capture maximum discounts without manual effort or impacting infrastructure. It uses proprietary machine learning to analyze usage patterns and recommend the optimal portfolio of discount instruments, employing an "Adaptive Laddering" strategy to stagger commitments in small increments, thereby maximizing flexibility and minimizing lock-in. Beyond optimization, nOps provides comprehensive cost visibility features, including automated budgeting, forecasting, anomaly detection, and granular cost allocation for cloud, SaaS, and AI costs.

Easypanel is a next-generation server control panel designed to simplify the deployment and management of applications on Linux servers. It provides an intuitive web interface for users to deploy various application types, including Node.js, Ruby, Python, PHP, Go, and Java apps, by leveraging Heroku Buildpacks or custom Dockerfiles. The platform automates many common server tasks, such as provisioning free SSL certificates, handling zero-downtime deployments, and managing databases. This tool is ideal for developers, sysadmins, and teams looking for an easier way to manage their server infrastructure without deep command-line expertise. It streamlines the development workflow by integrating with GitHub for push-to-deploy functionality and offers features like in-browser terminals and database clients. Easypanel aims to save time and effort in spinning up new services and containers, making it suitable for individual developers, small teams, and growing businesses. Key benefits include rapid application deployment, simplified database management with support for MySQL, PostgreSQL, MongoDB, and Redis, automated backups, and robust monitoring capabilities. It reduces the complexity of server management, allowing users to focus more on development rather than infrastructure.

Umbrel Pro is a high-performance home cloud server designed to give users control over their digital data and services. It allows individuals to stop relying on third-party cloud providers by hosting their own applications and storing their files locally. The device features up to 16TB of NVMe SSD storage across four slots, enabling users to store vast amounts of photos, 4K footage, and work files, accessible from any device on their network or remotely, without monthly subscriptions. Powered by umbrelOS, a user-friendly home cloud operating system, Umbrel Pro simplifies the setup and management of self-hosted applications. Users can install over 200 apps with one click, including AI agents like OpenClaw, Bitcoin nodes, media servers, and home automation tools. The system is built for resilience with RAID-powered Failsafe Mode, protecting data even if an SSD fails, and features a robust aluminum and American walnut design with an integrated heatsink for optimal performance. It's ideal for tech-savvy individuals, privacy advocates, and anyone seeking maximum performance and storage for their self-hosting needs.

Vantage is a multi-cloud cost management and optimization tool designed to help companies reduce their cloud spend and build efficiency into their operations. It provides immediate insights into waste, prevents unexpected cost overruns, and fosters a FinOps culture within organizations. Vantage is particularly beneficial for engineering teams, offering granular metrics and tools to manage and optimize cloud infrastructure costs. The platform offers features like immediate savings identification through autopilot buying of Savings Plans, cost recommendations, Kubernetes rightsizing, and cross-provider recommendations. It also helps eliminate cost overruns with anomaly detection, custom cost alerts, and budget alerts. Vantage supports building a FinOps culture through virtual tagging, network flow reports, unit costs, financial commitment reports, and integrations with popular tools like Slack, Jira, and Microsoft Teams. Vantage is built for the era of AI, allowing users to track AI spend, interact with cost data using Large Language Models (LLMs) like ChatGPT and Claude via the Vantage MCP Server, and power agent-driven workflows. It provides full support for costs associated with the evolving AI stack, ensuring Day 1 support for new AI providers.

Finout is an enterprise-grade FinOps platform designed to provide comprehensive cloud cost management and optimization. It helps organizations integrate their entire cloud infrastructure spend into a unified "MegaBill," allowing for granular tracking and 100% accurate cost allocation across all environments, even for untagged resources. The platform aims to eliminate the complexities of cloud cost management, offering solutions for analyzing past spend, planning future budgets, and fostering company-wide FinOps adoption. Finout is built for FinOps teams, engineers, and finance operations, enabling them to gain deep visibility into cloud spending. It moves beyond traditional spreadsheet-based methods by providing real-time tracking, commitment burndown monitoring, and tools for identifying and resolving cost inefficiencies. The platform supports various cloud providers and services, offering features like AI spend anomaly detection, shared cost allocation, unit economics, and customizable dashboards and reporting to empower teams to make data-driven decisions and achieve significant cloud cost savings.