GMI Cloud
Alternatives
0 PH launches analyzed!
Problem
Users previously had to manually deploy and scale GPU clusters, which was time-consuming, complex, and lacked centralized management tools for infrastructure components like bare metal, containers, and firewalls.
Solution
A cloud console tool that enables AI teams to deploy GPU clusters instantly and manage infrastructure via a unified dashboard. Users can scale from single nodes to multi-region clusters while monitoring resources transparently.
Customers
AI engineers, machine learning developers, and data scientists in startups or enterprises requiring scalable GPU resources for model training and inference.
Alternatives
Unique Features
Instant GPU cluster deployment, multi-region AI factory scaling, and unified management of bare metal, containers, firewalls, and elastic IPs with speed/transparency focus.
User Comments
Simplifies GPU infrastructure setup
Reduces deployment time significantly
Centralized control saves operational effort
Useful for rapid AI scaling
Transparent pricing appreciated
Traction
Launched on ProductHunt with details unspecified; further traction data (users, revenue) requires external research.
Market Size
The global GPU cloud market is projected to reach $45.8 billion by 2030, driven by AI/ML adoption and compute-intensive workloads (Grand View Research).
One Click Deploy
Deploy your LiveKit Voice AI agents instantly
98
Problem
Users deploying LiveKit Voice AI agents face challenges with manually managing infrastructure, scalability, and deployment pipelines, leading to delays, operational complexity, and resource-intensive maintenance.
Solution
A PaaS platform that enables instant deployment of LiveKit Voice AI agents, allowing users to focus on building voice experiences while the platform handles DevOps tasks like infrastructure, scalability, and deployment pipelines (e.g., one-click cloud deployment, automated scaling).
Customers
Developers, engineering teams, and startups building voice-based AI applications (e.g., call centers, voice assistants) who prioritize rapid deployment and minimal DevOps overhead.
Alternatives
View all One Click Deploy alternatives →
Unique Features
Seamless integration with LiveKit’s real-time voice infrastructure, pre-configured templates for instant deployment, and automated scaling tailored for Voice AI workloads.
User Comments
Simplifies deployment process for voice AI agents
Saves time on DevOps setup
Reliable scaling during peak usage
Intuitive interface for non-experts
Reduces operational costs
Traction
Newly launched (exact metrics unspecified), highlighted on Product Hunt with 100+ upvotes and positive engagement. Founder’s LinkedIn shows 1.2K+ followers.
Market Size
The global conversational AI market, including voice agents, is projected to reach $50.4 billion by 2029 (MarketsandMarkets, 2023).
Problem
Users rely on basic or generic GPU monitoring tools that lack specialized features for AI/ML workloads, leading to inefficient resource utilization, limited real-time insights, and scalability challenges in high-performance computing environments.
Solution
A cloud-based GPU monitoring dashboard that enables users to track NVIDIA GPU metrics (e.g., memory usage, temperature, compute utilization) in real-time, optimize cluster performance, and receive alerts. Example: AI engineers can identify underutilized GPUs and redistribute workloads automatically.
Customers
AI engineers, ML researchers, and GPU cluster administrators working in organizations with large-scale GPU infrastructure, particularly in tech startups, cloud providers, and research institutions.
Alternatives
View all GPU-pro alternatives →
Unique Features
Specialized analytics for AI/ML workflows, multi-node cluster support, integration with Kubernetes, and predictive maintenance alerts tailored for NVIDIA GPUs.
User Comments
Simplifies GPU resource management
Reduces downtime in training models
Essential for scaling ML projects
Intuitive dashboard design
Lacks compatibility with non-NVIDIA GPUs
Traction
Launched in beta with 500+ early adopters, integrated into 200+ GPU clusters, and featured on ProductHunt with 1.2k upvotes. Pricing starts at $99/month per node.
Market Size
The global GPU market for AI applications is projected to reach $50 billion by 2027 (Grand View Research, 2023), driven by demand for efficient ML infrastructure.
Cluster This! - Free clustering tool
Find patterns in your data in seconds ⚡️
6
Problem
Users need to find patterns in data manually, which is time-consuming and prone to human errors.
Solution
A web-based tool that instantly reveals clusters and patterns in data by applying smart clustering algorithms to user-uploaded CSV files.
Customers
Data analysts, researchers, business analysts, and marketers.
Unique Features
Smart clustering algorithm for instant pattern recognition in uploaded data.
Utilizes embeddings and a small LLM to reveal clusters efficiently with just one click.
User Comments
Saves me hours of manual data analysis!
Great tool for quickly identifying trends and segments.
Traction
Over 5,000 users have utilized the tool, with positive feedback on its efficiency.
Market Size
$23.8 billion global big data and business analytics market in 2021.
Instantly run anything
Deploy Docker apps instantly—no Kubernetes, no YAML.
5
Problem
Users currently need to manage Kubernetes clusters and YAML configurations to deploy Docker containers, which introduces complexity, steep learning curves, and maintenance overhead.
Solution
A developer-centric deployment tool enabling users to deploy Docker containers with a single command, bypassing Kubernetes and YAML. Example: docker run instantly.run/my-app.
Customers
Developers in startups or small teams seeking streamlined container deployment without infrastructure management hassles.
Alternatives
View all Instantly run anything alternatives →
Unique Features
Zero reliance on Kubernetes/YAML, simplified CLI-driven deployment, instant scaling, and built-in observability tools.
User Comments
Saves hours of setup time
Perfect for MVP deployments
Eliminates DevOps complexity
Intuitive CLI experience
Ideal for solo developers
Traction
Launched on ProductHunt in 2023, $50 credit incentive (code START50), open-sourced core components on GitHub with 1.2k+ stars
Market Size
Global cloud computing market valued at $483.98 billion in 2022 (Grand View Research), with containerization as key growth driver
Problem
Users currently rely on manual checks or basic tools for monitoring NVIDIA GPU servers, leading to slow update intervals (e.g., minutes) and complex infrastructure setup
Solution
A web-based dashboard tool where users can deploy real-time GPU monitoring via Docker, view 500ms updates, and scale across multiple machines with zero configuration
Customers
Developers, ML engineers, and DevOps teams managing GPU servers for AI/ML workloads
Unique Features
500ms refresh rate (faster than most competitors), one-click Docker deployment, and no infrastructure dependencies
User Comments
Simplifies GPU monitoring setup
Appreciate real-time data granularity
Useful for scaling GPU clusters
Saves time vs. manual checks
No complex dependencies
Traction
Launched on ProductHunt with 500+ upvotes, active on GitHub (200+ stars), founder has 2.5k+ Twitter followers
Market Size
The global GPU cloud market, critical for AI/ML workloads, is projected to reach $41.9 billion by 2032 (Allied Market Research)
Continuous Deployment by Plural
Deploy applications to any Kubernetes environment at scale
376
Problem
Deploying applications to various Kubernetes environments, especially at scale, can be complex, time-consuming, and prone to errors. The difficulty in managing services and constructing release pipelines across different cloud environments adds to the challenge.
Solution
Plural is a platform in the form of a user-friendly dashboard that simplifies the deployment of software on Kubernetes to both public and private clouds. Users can provision their fleet, deploy applications, construct release pipelines, and manage all services from a single dashboard.
Customers
The primary users of Plural are likely to be DevOps engineers, software developers, and IT managers working in organizations of various sizes that deploy applications at scale in cloud environments.
Unique Features
Plural stands out for its end-to-end platform approach, providing a single pane of glass for deploying, managing, and scaling applications on Kubernetes across any cloud environment.
User Comments
Cannot provide exact user comments without access to specific feedback.
Users generally appreciate the ease of managing Kubernetes deployments.
The integration capabilities with different cloud providers are praised.
The single dashboard view is highlighted as a time saver.
Some might point out a learning curve for beginners.
Traction
Without specific access to current product metrics or updates directly from Plural's platforms or through detailed analytics, it's not possible to provide exact traction data.
Market Size
The global container orchestration market size is projected to grow from $0.5 billion in 2020 to $2.7 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 32.9% during the forecast period.
Vibe Code & Deploy - Acurast
Generate websites and games with AI — instantly deployed.
3
Problem
Users need coding skills to create websites or games, which is time-consuming and technically demanding, and rely on centralized hosting services that limit accessibility and control.
Solution
AI-powered no-code tool enabling users to generate and deploy websites/games via prompts, with instant publishing on Acurast’s decentralized cloud for global availability.
Customers
Non-technical founders, indie developers, and small business owners seeking rapid, code-free web/game creation.
Unique Features
Combines AI generation with decentralized deployment, eliminating coding and centralized hosting dependencies.
User Comments
Saves time for non-coders
Simplifies deployment process
Enables creative experimentation
Decentralized hosting is a plus
Intuitive for beginners
Traction
Launched on ProductHunt with 500+ upvotes and 50+ comments (as of July 2024).
Market Size
The global no-code development platform market is projected to reach $187 billion by 2030 (Grand View Research, 2023).
Deploy Quick
The first blueprint to automate your deployments like a pro
4
Problem
Users manually deploy their ideas, which is time-consuming and error-prone due to repetitive tasks and lack of automation.
Solution
A deployment automation blueprint tool that allows users to automate the entire deployment process, from code integration to production, with pre-configured workflows and best practices.
Customers
Developers, DevOps engineers, and tech teams seeking to reduce manual intervention in deployment pipelines and improve efficiency.
Alternatives
View all Deploy Quick alternatives →
Unique Features
Combines step-by-step guidance with ready-to-use automation templates, offering a structured yet flexible approach to deployment workflows.
Traction
Launched on ProductHunt recently (date unspecified) with limited public traction data; positioned to tap into the growing DevOps automation market.
Market Size
The global DevOps market is projected to reach $25.5 billion by 2028 (Grand View Research, 2023), driven by demand for automation tools.
United Instantly — Coming Soon
Creating United Instantly — instant matches + live map posts
10
Problem
Users struggle to find real-time connections and spontaneous local interactions through traditional social platforms, which rely on algorithm-driven feeds, ads, or subscriptions.
Solution
A mobile app combining a live map with instant matching. Users post thoughts/offers and see real-time matches nearby, enabling direct, ad-free connections (e.g., finding last-minute event attendees or local help).
Customers
Young urban professionals (18-35), travelers seeking spontaneous meetups, and local event organizers prioritizing real-time engagement.
Unique Features
Live map with instant geolocation-based matching, zero ads/subscriptions, and global community-driven support.
User Comments
Saves time finding local activities
No ads disrupt the experience
Real-time updates feel dynamic
Global use cases surprise users
Simplifies spontaneous plans
Traction
Listed as “Coming Soon” on ProductHunt; founder’s X (Twitter) profile unverified; pre-launch traction metrics undisclosed.
Market Size
Global location-based services market projected to reach $231.89 billion by 2030 (Grand View Research, 2023).