Neuton AutoML Alternatives: Top 10 Machine Learning Software in 2025

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.

TensorPool redefines ML model training by making it effortless and efficient. With a simple task description, users can focus entirely on their work while TensorPool handles GPU orchestration and execution seamlessly. The solution’s spot node recovery technology ensures maximum reliability if a spot node is preempted, jobs resume instantly from where they left off, saving valuable time and effort. There’s no need for cumbersome cloud configurations either. TensorPool eliminates the complexity of working across multiple providers by consolidating everything into one streamlined setup. Its clever GPU pricing analysis identifies the most cost-effective option across providers, reducing expenses without compromising performance. Plus, with TensorPool’s integration, they never have to leave their IDE it’s all right there, making the entire process both intuitive and time-saving. For professionals seeking a hassle-free and economical way to train models, TensorPool is the ultimate partner.

FinetuneDB is a comprehensive platform designed to simplify the process of fine-tuning artificial intelligence and creating custom large language models (LLMs) with precision and ease. By seamlessly integrating key features—such as data collection, refinement, fine-tuning, evaluation, model deployment, and continuous monitoring—it streamlines workflows and enhances efficiency. The platform empowers users to track production data, collaborate on dataset creation, and experiment with prompts and model versions, ensuring the development of high-performing, cost-effective models tailored to specific needs. Its iterative design fosters continuous improvement through output monitoring and retraining, eliminating guesswork from the fine-tuning process. Whether an goal is to optimize operations or build top-performing custom LLMs, FinetuneDB offers a dependable, all-in-one solution. With its robust tools and focus on superior performance, it transforms fine-tuning and deployment into a seamless, efficient experience.

Weights & Biases is an experiment tracking tool that enables users to record and visualize every detail of their research. Through the tool, users can collaborate easily and restore all their inputs and outputs in one place. This empowers models to be easily tracked and reproduced. Users receive default plots that enable them to quickly access trends and compare runs in real-time. They can even log a custom visualization to see their training efforts. With the tool, it takes users less than 5 minutes to instrument their existing code. To integrate the tool with their existing tech infrastructure, users just need to add a few lines of code to their scripts. They can then begin logging metrics from their script to visualize the results in real-time. Users can also regularly see what the model is producing at every step. The service is powerful enough to handle thousands of parallel runs.

Introducing Craft.AI, the groundbreaking platform that is revolutionizing the world of AI. As the first-ever platform dedicated entirely to the industrialization of Generative and Responsible AI, Craft.AI is the game-changer have been waiting for. With Craft.AI, customer have the power to fine-tune, deploy, and pilot LLMs and Machine Learning models in record time. Craft.AI provides customers with the tools to bring MLOps into the company, ensuring accelerated development of AI projects and increased reliability. Craft.AI understands the unique challenges faced by professionals. That's why we've created a platform that not only simplifies the AI development process but also ensures responsible and ethical use of this powerful technology. We believe in the tremendous potential of AI, and that potential can only be fully realized when combined with a strong sense of responsibility. The benefits of Craft.AI extend far beyond the initial development phase. With our sophisticated MLOps capabilities, customer can seamlessly integrate AI models into production environment. This platform ensures that the AI projects are not only efficiently deployed but also continuously monitored and improved upon. Craft.AI empowers to unleash the full potential of AI projects and drive real-world impact. Craft.AI, where innovation meets accountability. Unleash the power of responsible AI and reshape the future.

SimplAI empowers enterprises to excel in the AI-Native era with a scalable, secure, and reliable platform for building advanced AI agents and automations. Its intuitive interface simplifies the process of creating, deploying, and monitoring AI applications. From multi-agent systems to intelligent conversational AI like virtual assistants and co-pilots, SimplAI helps businesses streamline operations with AI employees and automated workflows. By utilizing AI chaining, it manages complex, multi-step processes, improving efficiency and decision-making. Grounded in enterprise data, the platform ensures every AI interaction is accurate, relevant, and trustworthy. SimplAI integrates seamlessly with existing systems, enabling fast deployment and immediate value. It prioritizes transparency and optimization, offering granular tracing and performance metrics for continuous monitoring and improvement. With its cutting-edge features and user-friendly design, SimplAI transforms businesses, making them future-ready and perfectly equipped for the demands of the AI-Native world.

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.

MorphL AI is an intuitive AI and ML platform to streamline eCommerce personalisation facilities. The software can be relied upon to personalise experiences, make intelligent decisions and accelerate growth. Marketers are provided access to enhanced ROI and dedicated business personalisation options. An easy to use dashboard helps with clear ML based predictions and seamless coordination between integrated marketing stacks. Thus improving the entire campaign level accuracy in no time. Real-time integration with external data sources like WooCommerce, Google Analytics 360, Shopify, Mailchimp, Amazon S3 and Segment are of great help. Other essential features include user search intent, shopping stage, cart abandonment alerts, personalised recommendations and more. Further, developers can depend on MorphL AI to leverage 6M+ active predictions that are also unique by nature, to experience active integration with third-party applications like Facebook Ads, Google Analytics, BigQuery and Google Ads. For training purposes, MorphL AI’s pre-processors assures accurate formatting, cleaning, data transformation and normalising.

Create customized monitors for machine learning models with magically-simple monitor builder, and get alerts for issues like concept drift, model performance degradation, bias and more. Aporia integrates seamlessly with any ML infrastructure. Whether it’s a FastAPI server on top of Kubernetes, an open-source deployment tool like MLFlow or a machine learning platform like AWS Sagemaker.

LiftIgniter helps companies benefit from real-time machine learning-based recommendations using first-party data in their digital properties (web, mobile, email, push, etc), in sections like “Recommended for you” or “You might like.” Through the LiftIgniter console, turn on catalog scraping to collect product metadata and browsing history. Start viewing the performance as well as inventory and audience insights in dashboards. Viewing real-time metric performance like CTR, viewable CTR and conversion metrics.

Neptune.ml is a smart collaboration platform that assists uses in managing their workflow. It is a perfect solution for freelancers and companies of all sizes that are involved in the collaboration business. It enables the users to work in collaboration with your team and teammates for mutual growth and learning. With Neptune.ml, users get smart tools that can be used for measuring the progress of various processes using data versions, metrics, model files, hyper parameters, source code, and images. You can work in collaboration with your team, have resourceful discussions, and discover knowledgeable insights- all in a single place. You can manage all of your model building metadata with Neptune.ml. Users can store, log, organize, display, query, and compare all of your MLOps metadata with Neptune.ml. Users can also experiment with tracking and their model registry for research purposes with their products using this software. They offer a free trial to assist you in making the right choice before buying the premium version. You also get a variety of premium plan options to choose from with Neptune.ml.

Replicate is an innovative machine learning solution that professionals everywhere can benefit from. It makes it easy to use machine learning models, without requiring extensive knowledge of the technology itself. With Replicate, users can run these in just a few lines of code - allowing professionals to join the world of machine learning without significant delays or roadblocks. This is great for businesses that may be looking to take advantage of this powerful technology but don't have the resources to hire experts in all fields. Replicate provides an entryway into the world of machine learning while still keeping professional knowledge at the center. Whether customer is a business leader looking to leverage new technologies or a programmer adding extra power to existing solutions, Replicate gives everyone access to its powerful capabilities. By making it easier than ever before, Replicate opens up amazing new possibilities and potential for what's achievable with machine learning. Whether customer is a data scientist, engineer or casual tinkerer, Replicate has all the tools that need to take the machine learning projects to new heights. Get started today, and get on the path towards unlocking the potential of AI!

Introducing Helicon - the one-stop platform for Data & ML Engineering and Stream Processing. As a comprehensive suite of modules, Helicon provides companies and organizations with a powerful set of tools to manage all steps of their data life cycle. From ingesting data from multiple sources to designing pipelines, visualizing data in customizable dashboards, and integrating machine learning models - Helicon has it all. Helicon's emphasis on Data & ML Engineering helps ensure quickness and agility in enterprise data management, allowing for correct, consistent work that is delivered at speed. With a few clicks, users can operationalize Machine Learning models as part of their workflows. Helicon was designed with professionals in mind - those who require the best solutions to get the job done fast and correctly without much effort. This suite provides them with a robust platform that meets their needs while maintaining its professional edge. Customers depend on Helicon to manage much of their data operations, taking advantage of the comprehensive module offering. If the customer is an organization looking for an innovative solution to make customers data operations swift and secure, look no further than Helicon!

Rasgo eliminates the metric inconsistencies that cause different answers from the same data. They empower data consumers to easily discover, explore, create, and monitor the standardized business metrics that act as the lifeblood of their business.

Aginity is an integrated analytics and data management platform. It provides a powerful set of tools to access as well as integrate data from an external file or relational database. The easy to understand SQL interface facilitates the easy and quick building of custom analytics. Past work can be easily accessed through its catalog feature and assets can be shared with the entire team of data analysts, data engineers, data scientists, and business users. Data and math can be co-located easily, which enables data engineers and data scientists to create and manage analytics to be consistently reused in the enterprise. When reusing SQL, there’s no need to recode it. Users can track analytic provenance, record how analytics are built or changed, speed up the development process and even enable analytic probability across applications and users with APIs. Core feature is that users can easily integrate and analyze data from their favorite databases including Snowflake, Amazon Azure, Amazon RDS, Apache Spark, and so on.

Recombee is a machine learning software that provides recommender as a Service powered by AI, with an easy RESTful API and SDKs designed by data scientists. It enables you to personalize content using its very versatile and scalable solution. With Recombee, you can boost consumer happiness and expenditure using AI-powered suggestions. You can investigate performance data and tailor advice to your customized requirements. You can use a user-friendly and simple interface that is suitable for all members of your team. Using Recombee’s user-friendly graphical user interface, you can monitor important performance indicators in near real-time (GUI). The platform’s algorithm has been used to effectively propose music, movies, books, news, cultural events, E-Commerce goods, and job adverts. It can easily be adapted to various domains. Using rules in Recombee’s simple and extremely imaginative filtering/boosting language, you can personalize the recommender for your company (ReQL). You can keep track of how well the suggestions are working overtime. You can create your own dashboard by pinning selected KPI displays. Additionally, you can use specialized models and business principles to tailor your suggestions.

Booste software is a platform used to create Machine Learning Models with single code. The software offers tools like text generation and image classification to predict words and ideas within images. Small and Medium companies make use of the software.

Neuro AI software is a platform used to train models in the cloud instantly. The software offers tools to build models with ML library of choice and upload the model with the API. Train model or run predictions from a python script or from your notebook of choice. Developers, Small and Medium 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.

Appier AiDeal is a conversion optimization cloud that uses psychology to discover and convert hesitant shoppers. AiDeal uses more than 400 data parameters, such as chronology, cursor movements, and more, to model each user's reluctance degree and purchase intentions. It exclusively targets hesitant buyers who require extra motivation to place an order, and it prompts immediate sales. Individuals can further employ a limited special offer to give customers the push they require to checkout out at the proper time. With the same budget, the software attracts a greater number of consumers. Appier AiDeal's performance reward payment mechanism ensures that every penny a customer spends adds immediately to a performance boost. The ability to understand customer psychology by leveraging vast on-app or onsite signals, in-depth insights on hesitant users, easy integration and management, customised timings, and the ability to scale to multiple channels by reconciling data and increasing conversion and lifetime value are just a few of the highlights.