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Revenue-Based Financing Companies
Revenue-based financing companies, also known as royalty-based financing companies, are companies that provide financing to businesses with predictable revenue streams. Revenue-based financing firms provide upfront capital in exchange for a percentage of top line revenue, or a fixed percentage of each contract. Revenue-based financing solutions are ideal for companies with predictable, recurring revenue such as SaaS companies, ecommerce retailers, subscription businesses, and more.
Account-Based Advertising Software
Account based advertising software is used by businesses and marketers to improve customer engagement through the use of targeted and personalized digital ads.
Usage-Based Billing Software
Usage-based billing software, also known as metered billing software, enables companies to charge their clients and customers based on their usage, rather than one-time fees or flat subscription rates. Usage-based billing systems provide companies with the ability to offer pricing models based on metered billing, and also offer usage and consumption statistics.
Account Based Marketing Software
Account based marketing software is a technology solution that enables businesses to target and engage specific accounts or customer segments. This software typically provides features such as segmentation, personalized content, account profiles and customer intelligence. It helps marketers identify the right audiences and deliver relevant messages to boost brand awareness and increase sales.
Project-Based ERP Software
Project-based ERP software is designed to manage the unique needs of organizations that operate on a project basis, integrating essential functions like budgeting, scheduling, resource management, and accounting. This software provides real-time insights into project performance, tracking costs, timelines, and resources to help teams stay on budget and on schedule. It facilitates seamless collaboration by centralizing project data, ensuring that all stakeholders have access to accurate, up-to-date information. With built-in compliance and reporting tools, project-based ERP software aids in adhering to industry regulations and producing detailed project reports. Overall, it enhances project efficiency, improves resource utilization, and provides transparency across all stages of the project lifecycle.
Location-Based Marketing Software
Location-based marketing software helps businesses target and engage customers based on their geographic location, providing personalized and relevant offers, advertisements, and promotions. These platforms use technologies such as GPS, geofencing, beacons, and IP address tracking to deliver real-time marketing messages to customers when they are in specific locations, such as near a store, event, or point of interest. Location-based marketing software often includes features for campaign management, analytics, and customer segmentation, enabling businesses to optimize their marketing strategies based on location data. It can also be integrated with other marketing tools like CRM systems and mobile apps to enhance customer engagement and drive conversions. By using location-based marketing, businesses can improve the customer experience and increase foot traffic, sales, and brand awareness.
Risk-Based Authentication Software
Risk-based authentication (RBA) software are authentication tools that take into account informational and behavioral risk when authenticating users attempting to access systems or identity verification.
Account-Based Orchestration Platforms
Account-based orchestration platforms enable businesses to coordinate and automate their marketing and sales efforts, focusing specifically on high-value target accounts. These platforms integrate data, processes, and communication channels to create personalized, multichannel engagement strategies for each account. By aligning teams and workflows, they ensure that marketing, sales, and customer success teams work in sync to provide a consistent and customized experience. They also use analytics and automation to optimize outreach, track engagement, and adapt strategies based on real-time insights. Ultimately, account-based orchestration platforms help drive higher conversion rates and stronger relationships with key accounts by delivering targeted, cohesive campaigns.
Value-Based Care Software
Value-based care software is designed to support healthcare providers in delivering patient-centered care that emphasizes quality and outcomes over volume of services. It provides tools to track patient progress, manage chronic conditions, and coordinate care effectively, aligning with the goal of improving health outcomes while controlling costs. By analyzing patient data and monitoring key performance indicators, the software enables providers to identify high-risk patients and proactively intervene. It also helps ensure that healthcare organizations meet regulatory standards and achieve value-based care incentives. Overall, value-based care software is crucial for transitioning healthcare systems to models that reward quality and efficiency in patient care.
AI Knowledge Base Software
AI knowledge base software and AI knowledge management tools are a type of artificial intelligence that helps to store, manage and retrieve data. It can be used for a variety of purposes, such as customer service, product support and research.
Contact-Based Marketing Software
Contact-based marketing platforms are tools designed to facilitate personalized marketing efforts by leveraging contact data to engage prospects or customers through targeted communications. These platforms enable businesses to create, manage, and optimize campaigns that focus on specific contacts, such as leads, current clients, or users within a defined list. By utilizing customer profiles, behavioral data, and interaction history, contact-based marketing platforms allow companies to send personalized emails, messages, or offers to individuals, fostering stronger relationships and increasing the likelihood of conversions.
Contact Center Knowledge Base Software
Contact center knowledge base software is a type of software used to store and easily access customer service information. It is used to create, store and update self-service resources such as help documents and FAQs. It generally consists of an online searchable database that can be accessed from multiple devices. This allows contact center customer service agents to provide customers with accurate, up-to-date information quickly and efficiently.
Risk-Based Vulnerability Management Software
Risk-Based Vulnerability Management software is a software solution that helps organizations identify, assess and prioritize the security risks associated with their IT systems. This type of solution works to identify and measure any existing vulnerabilities within the organization's environment, allowing for better risk management decisions. It also includes tools used to monitor an organization's environment for potential new threats. Furthermore, it can provide guidance on how to remediate any existing vulnerabilities identified in the network. Finally, it enables organizations to track progress over time as they work to strengthen their cyber security posture.
Account-Based Direct Mail Software
Account-based direct mail software enables businesses to send personalized, physical marketing materials directly to high-value target accounts as part of their account-based marketing (ABM) strategy. The software integrates with CRM and marketing platforms to automate the selection of recipients and customize messages based on account data, ensuring that each piece of mail is relevant to the recipient. It offers tracking and analytics features to monitor engagement, such as delivery confirmation and responses, providing insights into the effectiveness of the campaigns. This approach helps bridge digital and physical marketing channels, creating a more memorable and impactful experience for potential customers. Ultimately, account-based direct mail software enhances outreach efforts by adding a tangible, personalized touch to account-focused marketing strategies.
Role-Based Access Control (RBAC) Software
Role-Based Access Control (RBAC) software is a system that manages user access to resources based on predefined roles within an organization. It simplifies permission management by assigning roles to users, each with specific access rights tailored to their job responsibilities. This approach enhances security by ensuring users only have access to the data and systems they need, minimizing the risk of unauthorized access. RBAC software is highly scalable and can support complex organizational structures, making it ideal for businesses of all sizes. It also streamlines compliance with regulatory requirements by providing clear, auditable access control policies.
AI-Based Learning Management Systems Software
AI-based learning management systems (LMS) leverage artificial intelligence to enhance the educational experience by personalizing learning paths for each student. These systems use algorithms to analyze learners' progress and adapt content, making recommendations based on individual strengths, weaknesses, and preferences. AI-powered LMS can automate administrative tasks, such as grading and feedback, allowing instructors to focus more on interaction and engagement. Additionally, they provide real-time analytics, offering insights into student performance, engagement levels, and overall learning trends.
FAQ Software
FAQ software enables companies to create and manage Frequently Asked Questions sections on their website. FAQ software typically adds or integrates FAQs with a website, but some FAQ software works via a chatbot.
Knowledge Management Software
Knowledge management software is an application used to store, capture, manage and distribute knowledge within organizations. It facilitates the sharing of information between employees and departments in order to ensure better efficiency in operations. This type of software can also provide easy access to organizational documents, data sources and other content. Many tools such as search capabilities, document libraries and collaboration workspaces are typically included in knowledge management software platforms.
Database Software
Database software and database management systems are a type of software designed to store, manage and retrieve data. It is used to organize all kinds of information in an efficient manner, allowing users to quickly access the data they need. Many databases are tailored for specific purposes and applications, ranging from transaction processing systems to large-scale analytics platforms. Database software may be used on its own or connected with other software services for complex operations.
Object Storage Solutions
Object storage solutions are systems designed to store large amounts of unstructured data, such as multimedia files, backups, logs, and archives, in a highly scalable and accessible manner. These platforms break data into individual objects, each containing the data itself, metadata, and a unique identifier, which makes retrieval and management more efficient. Object storage is typically used for cloud storage environments, where flexibility, scalability, and redundancy are key. It allows organizations to store vast amounts of data with high durability, often offering features like automated data tiering, access controls, and encryption. Object storage solutions are ideal for businesses that need cost-effective, scalable, and secure storage for large datasets or growing volumes of unstructured data.
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    NVIDIA Base Command
    NVIDIA Base Command™ is a software service for enterprise-class AI training that enables businesses and their data scientists to accelerate AI development. Part of the NVIDIA DGX™ platform, Base Command Platform provides centralized, hybrid control of AI training projects. It works with NVIDIA DGX Cloud and NVIDIA DGX SuperPOD. Base Command Platform, in combination with NVIDIA-accelerated AI infrastructure, provides a cloud-hosted solution for AI development, so users can avoid the overhead and pitfalls of deploying and running a do-it-yourself platform. ...
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    Google Compute Engine
    ...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.
    Starting Price: Free ($300 in free credits)
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    AWS Neuron

    AWS Neuron

    Amazon Web Services

    It supports high-performance training on AWS Trainium-based Amazon Elastic Compute Cloud (Amazon EC2) Trn1 instances. For model deployment, it supports high-performance and low-latency inference on AWS Inferentia-based Amazon EC2 Inf1 instances and AWS Inferentia2-based Amazon EC2 Inf2 instances. With Neuron, you can use popular frameworks, such as TensorFlow and PyTorch, and optimally train and deploy machine learning (ML) models on Amazon EC2 Trn1, Inf1, and Inf2 instances with minimal code changes and without tie-in to vendor-specific solutions. ...
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    NeoPulse

    NeoPulse

    AI Dynamics

    The NeoPulse Product Suite includes everything needed for a company to start building custom AI solutions based on their own curated data. Server application with a powerful AI called “the oracle” that is capable of automating the process of creating sophisticated AI models. Manages your AI infrastructure and orchestrates workflows to automate AI generation activities. A program that is licensed by the organization to allow any application in the enterprise to access the AI model using a web-based (REST) API. ...
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    Quali

    Quali

    Quali

    ...CloudShell enables users to model infrastructure and application environments using a drag-and-drop blueprint editor to define resources from inventory, set up network connectivity, and automate deployment and teardown workflows, greatly reducing configuration time and standardizing environment delivery. It offers a web-based self-service portal and catalog with inventory management, reservation and scheduling, conflict resolution, role-based access control with directory and SSO integration, and distributed execution engines for high-performance parallel sandbox deployment.
    Starting Price: Free
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    NVIDIA Confidential Computing
    NVIDIA Confidential Computing secures data in use, protecting AI models and workloads as they execute, by leveraging hardware-based trusted execution environments built into NVIDIA Hopper and Blackwell architectures and supported platforms. It enables enterprises to deploy AI training and inference, whether on-premises, in the cloud, or at the edge, with no changes to model code, while ensuring the confidentiality and integrity of both data and models. Key features include zero-trust isolation of workloads from the host OS or hypervisor, device attestation to verify that only legitimate NVIDIA hardware is running the code, and full compatibility with shared or remote infrastructure for ISVs, enterprises, and multi-tenant environments. ...
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    NVIDIA Triton Inference Server
    ...Open-source inference serving software, Triton inference server streamlines AI inference by enabling teams deploy trained AI models from any framework (TensorFlow, NVIDIA TensorRT®, PyTorch, ONNX, XGBoost, Python, custom and more on any GPU- or CPU-based infrastructure (cloud, data center, or edge). Triton runs models concurrently on GPUs to maximize throughput and utilization, supports x86 and ARM CPU-based inferencing, and offers features like dynamic batching, model analyzer, model ensemble, and audio streaming. Triton helps developers deliver high-performance inference aTriton integrates with Kubernetes for orchestration and scaling, exports Prometheus metrics for monitoring, supports live model updates, and can be used in all major public cloud machine learning (ML) and managed Kubernetes platforms. ...
    Starting Price: Free
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    RunPod

    RunPod

    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.
    Starting Price: $0.40 per hour
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    SynapseAI

    SynapseAI

    Habana Labs

    ...In essence, SynapseAI and its many tools and support are designed to meet deep learning developers where you are — enabling you to develop what and how you want. Habana-based deep learning processors, preserve software investments, and make it easy to build new models— for both training and deployment of the numerous and growing models defining deep learning, generative AI and large language models.
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    AWS Trainium

    AWS Trainium

    Amazon Web Services

    ...Although the use of deep learning is accelerating, many development teams are limited by fixed budgets, which puts a cap on the scope and frequency of training needed to improve their models and applications. Trainium-based EC2 Trn1 instances solve this challenge by delivering faster time to train while offering up to 50% cost-to-train savings over comparable Amazon EC2 instances.
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    Katonic

    Katonic

    Katonic

    ...Transform dense text into a personalized executive overview, capturing key points from financial reports, meeting transcriptions, and more. Build recommendation systems that can suggest products, services, or content to users based on their past behavior and preferences.
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    Banana

    Banana

    Banana

    Banana was started based on a critical gap that we saw in the market. Machine learning is in high demand. Yet, deploying models into production is deeply technical and complex. Banana is focused on building the machine learning infrastructure for the digital economy. We're simplifying the process to deploy, making productionizing models as simple as copying and pasting an API.
    Starting Price: $7.4868 per hour
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    Lemma

    Lemma

    Thread AI

    ...Connect the physical and digital worlds and optimize maintenance operations by monitoring sensors, generating a triage plan for operator review upon an alert, and creating service tickets in your work order platform. Apply past experience in new ways to current problems by generating responses to incoming security assessments based on company-specific data across various platforms.
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    zymtrace

    zymtrace

    zymtrace

    ...It provides deep system-level visibility into how applications, AI models, and infrastructure consume computing resources, allowing developers to identify inefficiencies and performance bottlenecks without modifying their code or restarting systems. Built with eBPF-based profiling technology, zymtrace collects performance data across the full execution stack, from high-level application code and runtime libraries down to the Linux kernel and GPU instructions, enabling a unified analysis of heterogeneous workloads. It correlates GPU activity with the CPU code paths that launch it, bridging a common gap in traditional observability tools that typically treat GPUs as black boxes and provide only surface-level metrics.
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    NVIDIA NGC
    ...NVIDIA train, adapt, and optimize (TAO) is an AI-model-adaptation platform that simplifies and accelerates the creation of enterprise AI applications and services. By fine-tuning pre-trained models with custom data through a UI-based, guided workflow, enterprises can produce highly accurate models in hours rather than months, eliminating the need for large training runs and deep AI expertise. Looking to get started with containers and models on NGC? This is the place to start. Private Registries from NGC allow you to secure, manage, and deploy your own assets to accelerate your journey to AI.
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    NVIDIA Brev
    NVIDIA Brev is a cloud-based platform that provides instant access to fully configured GPU environments optimized for AI and machine learning development. Its Launchables feature offers prebuilt, customizable compute setups that let developers start projects quickly without complex setup or configuration. Users can create Launchables by specifying GPU resources, Docker images, and project files, then share them easily with collaborators.
    Starting Price: $0.04 per hour
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    Featherless

    Featherless

    Featherless

    ...With hundreds of new models daily, you need dedicated tools to keep up with the hype. No matter your use case, find and use the state-of-the-art AI model with Featherless. At present, we support LLaMA-3-based models, including LLaMA-3 and QWEN-2. Note that QWEN-2 models are only supported up to 16,000 context length. We plan to add more architectures to our supported list soon. We continuously onboard new models as they become available on Hugging Face. As we grow, we aim to automate this process to encompass all publicly available Hugging Face models with compatible architecture. ...
    Starting Price: $10 per month
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    Azure Data Science Virtual Machines
    DSVMs are Azure Virtual Machine images, pre-installed, configured and tested with several popular tools that are commonly used for data analytics, machine learning and AI training. Consistent setup across team, promote sharing and collaboration, Azure scale and management, Near-Zero Setup, full cloud-based desktop for data science. Quick, Low friction startup for one to many classroom scenarios and online courses. Ability to run analytics on all Azure hardware configurations with vertical and horizontal scaling. Pay only for what you use, when you use it. Readily available GPU clusters with Deep Learning tools already pre-configured. ...
    Starting Price: $0.005
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    GooseAI

    GooseAI

    GooseAI

    ...GooseAI is a fully managed NLP-as-a-Service, delivered via API. It is comparable to OpenAI in this regard. And even more, it is fully compatible with OpenAI's completion API! Our state-of-the-art selection of GPT-based language models and uncompromising speed will give you a jumpstart when starting your next project or offer a flexible alternative to your current provider. We're proud to be able to offer costs that are up to 70% cheaper than other providers, at the same or even better performance. Like the Mitochondria is the powerhouse of the cell, geese are an integral part of the ecosystem. ...
    Starting Price: $0.000035 per request
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    Vast.ai

    Vast.ai

    Vast.ai

    ...Use one simple interface to save 5-6X on GPU compute. Use on-demand rentals for convenience and consistent pricing. Or save a further 50% or more with interruptible instances using spot auction based pricing. Vast has an array of providers that offer different levels of security: from hobbyists up to Tier-4 data centers. Vast.ai helps you find the best pricing for the level of security and reliability you need. Use our command line interface to search the entire marketplace for offers while utilizing scriptable filters and sort options. ...
    Starting Price: $0.20 per hour
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    Ascend Cloud Service
    ​Ascend AI Cloud Service offers instant access to immense yet cost-effective AI computing power, a reliable platform for training and running models and algorithms, end-to-end cloud-based toolchains, and a robust AI ecosystem, with support for all major open-source foundation models. It provides vast computing power, enabling trillion-parameter model training, and supports efficient long-term training with over 30 days of uninterrupted operation on clusters exceeding 1,000 cards, with training tasks auto-recovered in less than 30 minutes. ...
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    Cake AI

    Cake AI

    Cake AI

    ...It provides a curated, end-to-end selection of fully managed, best-in-class commercial and open source AI tools, with pre-built integrations across the full breadth of components needed to move an AI application into production. Cake supports dynamic autoscaling, comprehensive security measures including role-based access control and encryption, advanced monitoring, and infrastructure flexibility across various environments, including Kubernetes clusters and cloud services such as AWS. Its data layer equips teams with tools for data ingestion, transformation, and analytics, leveraging tools like Airflow, DBT, Prefect, Metabase, and Superset. ...
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    Centific

    Centific

    Centific

    ...RAG Studio simplifies retrieval-augmented generation workflows, the Product Catalog organizes reusable assets, and Safe AI Studio embeds built-in safeguards to ensure compliance, reduce hallucinations, and protect sensitive data. Its plugin-based modular architecture supports both PaaS and SaaS models with metering to monitor consumption, and a centralized model catalog offers version control, compliance checks, and flexible deployment options.
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    NetApp AIPod
    NetApp AIPod is a comprehensive AI infrastructure solution designed to streamline the deployment and management of artificial intelligence workloads. By integrating NVIDIA-validated turnkey solutions, such as NVIDIA DGX BasePOD™ and NetApp's cloud-connected all-flash storage, AIPod consolidates analytics, training, and inference capabilities into a single, scalable system. This convergence enables organizations to rapidly implement AI workflows, from model training to fine-tuning and inference, while ensuring robust data management and security. With preconfigured infrastructure optimized for AI tasks, NetApp AIPod reduces complexity, accelerates time to insights, and supports seamless integration into hybrid cloud environments.
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    BentoML

    BentoML

    BentoML

    Serve your ML model in any cloud in minutes. Unified model packaging format enabling both online and offline serving on any platform. 100x the throughput of your regular flask-based model server, thanks to our advanced micro-batching mechanism. Deliver high-quality prediction services that speak the DevOps language and integrate perfectly with common infrastructure tools. Unified format for deployment. High-performance model serving. DevOps best practices baked in. The service uses the BERT model trained with the TensorFlow framework to predict movie reviews' sentiment. ...
    Starting Price: Free
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    CoreWeave

    CoreWeave

    CoreWeave

    CoreWeave is a cloud infrastructure provider specializing in GPU-based compute solutions tailored for AI workloads. The platform offers scalable, high-performance GPU clusters that optimize the training and inference of AI models, making it ideal for industries like machine learning, visual effects (VFX), and high-performance computing (HPC). CoreWeave provides flexible storage, networking, and managed services to support AI-driven businesses, with a focus on reliability, cost efficiency, and enterprise-grade security. ...
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    Amazon SageMaker Edge
    The SageMaker Edge Agent allows you to capture data and metadata based on triggers that you set so that you can retrain your existing models with real-world data or build new models. Additionally, this data can be used to conduct your own analysis, such as model drift analysis. We offer three options for deployment. GGv2 (~ size 100MB) is a fully integrated AWS IoT deployment mechanism. For those customers with a limited device capacity, we have a smaller built-in deployment mechanism within SageMaker Edge. ...
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    MosaicML

    MosaicML

    MosaicML

    ...Start in one cloud, and continue on another, without skipping a beat. Own the model that's trained on your own data. Introspect and better explain the model decisions. Filter the content and data based on your business needs. Seamlessly integrate with your existing data pipelines, experiment trackers, and other tools. We are fully interoperable, cloud-agnostic, and enterprise proved.
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    VectorShift

    VectorShift

    VectorShift

    Build, design, prototype, and deploy custom generative AI workflows. Improve customer engagement and team/personal productivity. Build and embed into your website in minutes. Connect the chatbot with your knowledge base, and summarize and answer questions about documents, videos, audio files, and websites instantly. Create marketing copy, personalized outbound emails, call summaries, and graphics at scale. Save time by leveraging a library of pre-built pipelines such as chatbots and document search. Contribute to the marketplace by sharing your pipelines with other users. ...
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    Civo

    Civo

    Civo

    ...Civo’s offering includes enterprise-class compute instances, managed databases, object storage, load balancers, and cloud GPUs powered by NVIDIA A100 for AI and machine learning workloads. Their billing model is transparent and usage-based, allowing customers to pay only for the resources they consume with no hidden fees. Civo also emphasizes sustainability with carbon-neutral GPU options. The platform is trusted by industry-leading companies and offers a robust developer experience through easy-to-use dashboards, APIs, and educational resources.
    Starting Price: $250 per month
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