Run:ai Alternatives: Top 10 Machine Learning Software in 2025

Scaleable inference hosting for machine learning models on serverless GPUs. Banana provides inference hosting for ML models in three easy steps and a single line of code. Deploy models to production faster and cheaper with our serverless GPUs than developing the infrastructure yourself. Pushing to the main branch deploys product to erverless GPUs. They handle all the build and deployment for user. Banana can scale GPUs from zero when calls come in. Only pay for GPU resources need (utilization time) rather than expensive "always on" GPU resources.

Lightwing is a cloud-automation tool that uses AI to help users save up to 70% on their cloud cost. Users can manage workloads related to both Production and Non-production along with the ability to optimize cloud costs for a single location. Features here include an automated scheduler that automatically turns off cloud resources when they are not being used. It comes with an AutoStopping feature for non-production workloads that showcases consumption-based workload optimization. And with the cloud dashboard, users can keep an eye on all the resources being used and never let any resource sit idle. And for production workloads, custom email alerts can be set up to track unusual activities and more. Users can set up time and downtime schedules for non-production tasks such as testing, staging, and development. This is complemented by features such as the dynamic filters that can be used to match the right resources with the right schedule.

DeepBrainz AI creates the technology for builders (data scientists and developers), business decision-makers (business leaders) to drive AI transformation in the mid-to-large enterprises across industry sectors. Manage, understand and interpret your machine learning models, experiments, and end-to-end workflows with X-MLOps by deploying robust, repeatable X-ML pipelines with continuous ML evaluation tools. secure AI repository with one-click deployment for deep learning, ML that accelerates deployment to development workflows to focus on building solutions, gathering insights, and delivering business value.

Machine learning has produced business and research breakthroughs ranging from network security to medical diagnoses. We built the Tensor Processing Unit (TPU) in order to make it possible for anyone to achieve similar breakthroughs. Cloud TPU is the custom-designed machine learning ASIC that powers Google products like Translate, Photos, Search, Assistant, and Gmail. Here’s how you can put the TPU and machine learning to work accelerating your company’s success, especially at scale.

integrate.ai is a Machine Learning to build experience to convert customers. Focus marketing spends on individuals and forecasts the number of units sold to optimize against your targets. Identify individuals and engage to measure the performance of your business. Small, Medium and Large companies make use of the software.

Trueface is a revolutionary product that has been training computers to identify and interpret visual data just like humans. This technology allows businesses to make quick decisions without the need of human capital, saving them money and allowing employees to focus on more productive tasks. Trueface’s breakthrough technology is focused on providing equal performance recognition for all, offering flexibility through its on-premise technology with deployment options such as cloud, hardware, edge ect . As they strive towards achieving optimal performance levels, the impact of this product on business professionals continues to expand. With Trueface, businesses are able to focus their resources better while still maintaining the same quality of productivity and decision making capabilities as before. Experience the power of computers seeing like humans, and witness the dramatic impact it can have on bottom line. Trust in Trueface to shape the future of technology, one visual interpretation at a time.

Picsellia empowers enterprises to build, train, and optimize Computer Vision applications effortlessly. Its platform streamlines data aggregation, supporting any visual data format for easy organization and context addition. With SQL-like tools, users can explore datasets seamlessly, while robust governance features ensure security. Collaboration is simplified with a unified platform where teams can store, share, and work together efficiently. AI model training is straightforward with GPU integration, hyperparameter tuning, and real-time performance analysis. Picsellia detects edge cases and early model degradation, helping prevent issues before they impact clients. It enhances model performance over time by leveraging real-world data to grow and refine datasets intelligently. Debugging and fine-tuning are intuitive, ensuring peace of mind as a develop innovative solutions. Stay ahead with notifications that flag potential problems, enabling smoother AI workflows. With Picsellia, enterprises can deliver impactful, reliable results while continuously improving their Computer Vision models.

Elemeno's end-to-end Machine Learning Operations (MLOps) Platform standardizes MLOps workflows across every internal team so data scientists can focus on what they do best. As a consultancy, provide the talent bridge to leverage AI within legacy products and services. team has the domain expertise and engineering skillset necessary to integrate cutting edge AI/ML models into legacy software systems and products.

Spreev is an innovative platform that enables organizations of any size to extract new insights from the massive amounts of data they collect everyday. With its advanced machine learning algorithms, users can quickly observe patterns in their datasets and create powerful, actionable models. Spreev takes the complexity out of machine learning and allows customers to discover meaningful information without extensive knowledge in coding. By using this service, customers can remain up to date with technology trends and use data more effectively than ever before. As the demand for data-driven products continues to increase across many industries, Spreev provides state-of-the-art solutions for companies looking to make the most out of their data. Join the countless professionals who have already experienced the transformative power of Spreev. Embrace the future of data analytics and unlock the endless possibilities that lie within the data. Try Spreev today and witness firsthand how it can revolutionize the way customer work, making a data-driven powerhouse in the industry. Spreev – where data meets innovation.

Mona is an AI monitoring platform that offers seamless, intelligent artificial intelligence for industries and teams who are obliged to consistently optimize production processes for faster business development. It allows model performance metrics in production and machine learning teams to track data. It notifies the possible drifts, integrity problems, and biases, leading businesses to have quick and definitive improvements. Mona is an All-in-One platform to consistently gather, transform, and optimize data from diverse portions of your AI structure to monitor performance metrics in a powerful dashboard. It automatically analyzes various potential variations and alerts your team to avoid internal errors. It allows businesses to review algorithms and models quickly before impacting potential customers. It employs scalability, flexibility and intelligence in your business workflows to enhance efficiency. Mona profusely helps the business team in creating and tracking custom metrics. All business platforms can rely on Mona for revenue intelligence, fraud detection, E-Commerce marketing optimization, and much more. Mona incorporates effortlessly with any model type, any tech stack, and can manage a wide variety of data without interfering with existing workflows.

AimStack, can easily log all of its AI metadata, including experiments and prompts, in one place. No more jumping between different tools and struggling to keep track of their progress. This user-friendly interface allows them to easily compare and observe their metadata, giving they valuable insights and saving they precious time. But that's not all - this SDK also allows them to query their metadata programmatically, giving they even more flexibility and control over their data. Aim integrates seamlessly with their favorite tools, making it the one-stop shop for all their AI metadata needs. What's more, this standard package comes with all the necessary integrations, so they can start using Aim immediately. However, if they want to take customization to the next level, this platform allows them to create their own integration packages and share them with others. At Aim, we value collaboration and innovation, which is why we're proud to be an open-source, self-hosted tool. But what really sets AimStack apart from the rest is its ability to handle massive amounts of data - up to 100,000s of tracked metadata sequences. This makes it the perfect solution for two of the most popular AI metadata applications experiment tracking and prompt engineering. With this performant and stunning user interface, exploring and comparing training runs and prompt sessions has never been easier.

ByteBridge is an accurate data labelling platform comprising exclusive tools that help users with their workflow management and enhanced efficiency levels. The platform allows developers to configure their workflow right from the dashboard to easily interpret the data that they need. In addition, ByteBridge also enables users to add and configure API to make it more useful. The software even helps developers draw multiple shapes around a particular image which goes as a bounding box, rotating box, polygon, cuboid and more. For video annotation, it enables users to classify the video, detect and track objects and analyse events happening in the same. Apart from its data annotation services, the platform is also known for its accurate data collection facilities. While using the particular software users can start with a project simply by creating an account, scheduling project-wise tasks, setting up the workflow, uploading necessary data and submitting the curated project.

Picsell.ia software is an Open Computer Vision tool used to create active learning framework with assisted labeling tools. Collaborate with your team to Test model architectures and can share your results to make your model public. Professionals, Small and Medium companies make use of the software.

Xero.ai is the world's leading no-code Machine Learning platform and it enables professionals from all backgrounds to easily create powerful AI solutions for their businesses. With its end-to-end capabilities, xero.ai makes the process of accessing and utilizing machine learning easy and efficient. Through this platform, users can rapidly develop models that can automate their operations, extract knowledge from data, identify patterns, and make predictions or recommendations about almost any operational issue. By harnessing the power of Artificial Intelligence, users can save considerable time on mundane tasks as well as leverage insights to drive strategic decisions quickly. With its intuitive interface and comprehensive range of features, xero.ai provides a stress-free experience that enables professionals to focus on more critical tasks while still utilizing the most advanced technologies.

Introducing Gooey.AI, the revolutionary platform that empowers developers to unlock the full potential of artificial intelligence in an efficient and seamless manner. With Gooey.AI, they can effortlessly discover, customize, and deploy low-code AI recipes, utilizing the finest combination of private and open-source Generative AI. Crafted specifically for those skillful developers who thrive on speed and teams that demand tangible returns on investment, Gooey.AI is here to elevate their coding game to new heights. Immerse themself in a world where innovation meets simplicity. Gooey.AI offers an unparalleled range of pre-designed AI recipes, meticulously curated to cater to their unique project requirements. These low-code solutions enable them to dive straight into their coding endeavors, spending less time on arduous and mundane tasks, and more time on what truly matters: groundbreaking development. Customization lies at the very heart of Gooey.AI. We understand that no two projects are alike, and that's why they offer a robust suite of tools and features that allow them to mold the AI recipes to their desired specifications. Tailor every aspect of their AI model with precision, ensuring it aligns seamlessly with their project's vision and goals. Break free from the constraints of one-size-fits-all solutions and unlock the true potential of their creations. At Gooey.AI, they recognize the importance of collaboration within a team. This platform enables them to effortlessly synchronize with their fellow developers, empowering them to collectively innovate and achieve great results. Work together in perfect harmony, leveraging the power of AI to amplify their productivity and drive success forward. But what truly sets Gooey.AI apart is its unparalleled focus on delivering measurable returns on investment. We understand that investing in AI technologies is not simply a matter of novelty, but rather a strategic move to enhance their business outcomes. That's why every feature of Gooey.AI is meticulously designed to prove ROI, providing them with the confidence and assurance that their efforts are generating real-world value. Join the ranks of industry-leading professionals who have already embraced Gooey.AI to revolutionize their development workflow. With our platform, they will witness firsthand the seamless integration of artificial intelligence into their projects, empowering them to deliver unparalleled results with ease and efficiency. So, why wait? Unleash the power of Gooey.AI and embark on a journey of extraordinary innovation. Let Gooey.AI redefine what is possible in the world of AI coding, empowering them to traverse uncharted territories of creativity and productivity. Get ready to witness their projects come to life like never before. This coding revolution starts here, with Gooey.AI.

Lightning AI is the new, industry-leading platform helping professionals in the machine learning space to build models and workflows for their projects quickly and efficiently. With Lightning AI, customer can develop testable ML workloads and user-facing apps in a fraction of time usually required: days instead of months! This revolutionary platform provides an intuitive way to bridge technologies together for ML lifecycle workflow management. Plus, it introduces APIs for devops tasks like data ingestion, preprocessing, version controls, resource provisioning & monitoring - taking project development to the new level of excellence. Lightning AI opens opportunities for digital product teams to create ML products with unprecedented speed and accuracy. Professionals working in various machine learning-related areas will benefit from this remarkable tool – building/publishing Lightning Apps with unlimited possibilities when it comes to training models and setting up experiment tracking facilities. If customer is looking for impeccable efficiency and reliability in ML projects – Lightning AI is here to deliver on these promises without compromising quality. Join other proud users today and level up the productivity – just explore all innovative features of Lightning AI!

Introducing CastorDoc – a modern data catalog that syncs metadata across entire data stack. With CastorDoc, professionals everywhere can find, understand and trust their data. Built for rapid and easy adoption, it allows to move quickly with minimal disruption to workflow. Keep everyone in the loop with automated updates from any source or destination, meaning no one is left behind. With CastorDoc, everything is connected. It brings order to the chaos of managing multiple databases and their associated reports. From automating security rules to sharing insights with key trends and correlations - all organized and navigable from one place - CastorDoc is truly a unified command center for all data needs. The interface makes it simple to get started, adding tags for each entry on the fly and sorting documents easily by category or type.

Entropik Tech is a Machine Learning Software company that is a world leader in developing Emotion AI technology that uses facial expressions, eye gaze, speech tonality, and brainwaves to comprehend human emotions. You may improve your grasp of human emotions, attention, and engagement levels across encounters by learning more about human emotions, attention, and engagement levels. Entropik Tech gives you fast access to simple dashboards that measure human emotions and turn them into actionable information for decision-making. You can access the world's second-largest multi-modal emotion collection and compare your results to 45,000+ tested experiences. With remarkable ease, you can examine media, consumer, digital, and user experiences across all modes, channels, and form factors. With computer vision, you can interpret human emotions and subconscious behavior without any additional technology. Emotional insights can be used to reimagine experiences. And be able to create memorable experiences that result in a positive return on investment. Furthermore, you can comply with data rules such as GDPR. We have achieved ISO/ICE 27001:2013 certification. Your information is secure with us.

Openlayer is a sophisticated workspace for machine learning testing and debugging. It's the ultimate tool for developers who need to track and version their models in order to debug errors and make data-driven decisions on model re-training. Openlayer streamlines the process of designing and deploying highly efficient, accurate models that stay up-to-date with changing trends. Professionals in companies of any size, from Fortune 500s all the way down to startups, rely on Openlayer to optimize their machine learning infrastructure. Through its combination of accuracy and scalability, Openlayer enables users to quickly and efficiently develop robust models with confidence that they're using the right resources efficiently.Openlayer isn't just a tool; it's a game-changer. It empowers professionals to embrace innovation while maintaining the highest standards of quality. Join the league of elite developers and creators who have already discovered the power of Openlayer. Give the models the evaluation they deserve, confidently shipping high-quality results every time.Embrace the future with Openlayer and transform the development and production pipelines like never before. Together, we can sail the seas of success and redefine what's possible. Openlayer: Unleash the potential, unlock greatness!

DryMerge empowers businesses to streamline operations with ease using cutting-edge AI integrations and no-code solutions. Professional users can automate workflows in minutes simply by describing tasks in plain English, such as "Sync potential customers from Gmail to Google Sheets." DryMerge identifies the required apps, ensures fast setup with secure connections, and handles automation seamlessly. With its highly customizable features, professionals can schedule events, track metrics, update documents, and effortlessly manage CRM integrations eliminating manual data entry. DryMerge also provides pre-built workflows and multi-step automation options for tackling even the most complex business processes. Whether it’s email automation or sophisticated CRM tasks, DryMerge delivers a fast, secure, and intuitive solution that enhances productivity. By simplifying the automation setup, this platform allows professionals to focus on strategy and growth, leaving repetitive tasks to intelligent, scalable tools.