Top AI tools for Machine Learning Engineer

Freeplay provides comprehensive tools for AI teams to run experiments, evaluate model performance, and monitor production, streamlining the development process.

• Paid
• From 500$

XetHub provides a backend storage solution for Hugging Face, enabling large-scale collaboration and streamlined development for ML teams. It offers software-style development practices for machine learning projects.

• Free

LAION is a non-profit organization providing open-source datasets, tools, and models to advance machine learning research and promote open public education.

• Free

Contentable.ai is an innovative platform designed to streamline AI model testing, ensuring high-performance, accurate, and cost-effective AI applications.

• Free Trial
• From 20$
• API

Innovaite provides AI strategy, training, and technical consulting services to help enterprises and startups implement AI solutions and automate operations.

• Contact for Pricing

PremAI offers an autonomous fine-tuning system to build custom AI agents that improve over time. It simplifies the creation and deployment of high-performance, context-aware AI applications.

• Freemium

Vectorize is a RAG-as-a-Service platform designed to accelerate AI application development by simplifying the process of connecting unstructured data to Large Language Models (LLMs). It automatically extracts and optimizes data from various sources for efficient vector search.

• Freemium
• From 99$

Syntheticus utilizes Generative AI to produce high-quality, compliant synthetic data at scale, addressing real-world data challenges for AI/LLM, software testing, and analytics.

• Contact for Pricing

CodableAI is a comprehensive vector database platform offering advanced APIs for embedding generation, vector search, and database management. It enables businesses to create real-time AI applications with capabilities for processing up to 80K tokens and managing up to 50 million vectors.

• Contact for Pricing

ComfyOnline provides a cloud-based environment for running ComfyUI workflows without needing expensive hardware or complex setups. It allows users to generate APIs from their workflows for easy AI application development.

• Usage Based
• From 25$

Cloudflare Agents provides a robust platform for developers to build agentic AI applications, utilizing Cloudflare's infrastructure for durable execution and serverless inference.

• Usage Based

Kluster.ai is a developer-focused AI cloud platform for deploying, scaling, and fine-tuning various AI models with cost-effective, adaptive inference options.

• Usage Based

Yachay.ai is an open-source Machine Learning community focused on the intersection of Geospatial data and Natural Language Processing (NLP), offering curated datasets and a Geolocation Detection tool.

• Free

Unify provides tools to build, test, and optimize LLM pipelines with custom interfaces and a unified API for accessing all models across providers.

• Freemium
• From 40$

FastML is an MLOps boilerplate designed to streamline machine learning workflows. It offers ready-to-use scripts for data handling, modeling, and deployment, accelerating the process of turning ML ideas into reality.

• Pay Once

Haystack is a highly customizable, open-source AI framework designed for building production-ready applications with leading LLM providers and AI tools. It offers flexible components and pipeline architecture for various use cases, from simple RAG applications to complex agent workflows.

• Free

bugfree.ai provides comprehensive interview preparation, featuring AI-powered mock interviews, resume building, and Leetcode solution walkthroughs. It offers structured learning paths for system design, behavioral, and data interviews.

• Paid

Telmai offers a comprehensive data observability platform for data lakes and lakehouses, utilizing AI to ensure data quality and reliability without sampling or increasing cloud costs.

• Contact for Pricing

Blueprints by Mozilla.ai is a central hub for developers, offering open-source AI workflows (Blueprints) built using various tools, datasets, and models.

• Free

Neuralk-AI offers specialized AI embedding models for structured data, enhancing business intelligence and data analysis. Their models improve precision and efficiency in handling organized information.

• Contact for Pricing

Langflow is a low-code tool that simplifies the creation of AI agents and workflows for developers. It allows integration with any API, model, or database.

• Free

Jason Liu offers independent AI consulting, specialized courses on improving RAG systems, and develops open-source tools like the Instructor library for LLMs.

• Other

Weaviate is an open-source vector database that enables developers to build AI-native applications with improved search capabilities, reduced hallucination, and enhanced data security. It supports hybrid search, RAG, and generative feedback loops.

• Freemium
• From 25$

FyneTuner AI is a platform that enables users to create and fine-tune custom AI models with minimal input requirements.

• Paid
• From 20$

Reva helps businesses test AI configurations and compare LLM outcomes to ensure optimal performance for their specific tasks, focusing on outcome-driven AI testing and model evaluation.

• Contact for Pricing

SapientML is an AutoML technology that accelerates and improves the creation of AI models by learning from existing datasets and pipelines.

• Other

Databricks is a unified data intelligence platform that combines data, analytics, and AI. It helps organizations leverage their data for generative AI applications, democratize insights, and reduce costs.

• Usage Based

Scorecard.io is an evaluation platform designed for testing and validating production-ready Generative AI applications, including LLMs, RAG systems, agents, and chatbots. It supports the entire AI production lifecycle from experiment design to continuous evaluation.

• Contact for Pricing

Deep Lake by Activeloop is a database for AI, enabling efficient storage and retrieval of multi-modal data. It enhances AI development with features like version control and streaming dataloaders.

• Freemium
• From 990$

Mistral AI is a research lab developing state-of-the-art open-source and commercial Large Language Models (LLMs) for developers and enterprises.

• Other

EnergeticAI is an optimized version of TensorFlow.js designed for serverless environments, offering fast cold-start times, minimal module size, and pre-trained models for Node.js applications.

• Free

PixLab provides scalable and unified APIs for machine vision and media processing tasks, enabling developers to integrate AI-powered features like image analysis, content moderation, and document scanning into their applications.

• Free Trial
• From 25$

Neura Prep is an interactive interview preparation platform specifically designed for AI and data science roles, offering curated questions, ML-powered feedback, and realistic simulations.

• Freemium

Labelbox provides a comprehensive suite of data solutions to operate, build, or staff your AI data factory, generating high-quality training data and evaluating model performance.

• Freemium

Foresight AI is a Silicon Valley-based platform that provides a training academy for autonomous vehicles and mobile robots using semantic 3D data and real-world driving scenarios.

• Contact for Pricing

WisBot is an AI assistant that interacts with your data and Jupyter Notebook, assisting you in coding faster and learning quicker.

• Free Trial
• API

JigsawStack offers developers a suite of custom, specialized AI models via API, focusing on high accuracy, easy integration, and scalable infrastructure for tasks like web scraping, OCR, translation, and more.

• Freemium
• From 27$

PromptMage is a Python framework that streamlines the development of complex, multi-step applications powered by Large Language Models (LLMs), offering version control, testing capabilities, and automated API generation.

• Other

ApX Machine Learning is a comprehensive platform for creating and deploying machine learning models and LLMs, offering free courses, AutoML capabilities, and resources for both beginners and experts.

• Free

Roe AI simplifies data extraction, classification, and search with AI-powered SQL for documents, webpages, videos, images, and audio.

• Free Trial
• API

VectorAdmin offers a universal user interface and tool suite for managing vector databases used in LLM applications, simplifying data handling and reducing embedding costs.

• Freemium

UbiOps provides a unified interface to run AI workloads across various infrastructures, including local, hybrid, and multi-cloud environments. It simplifies AI production, reduces costs, and prevents vendor lock-in.

• Contact for Pricing

VeroCloud offers a cost-effective and scalable cloud platform specifically designed for developing, deploying, and scaling AI and HPC applications. Leverage powerful GPU instances and serverless options for optimal performance and cost savings.

• Usage Based
• From 475$

Unite.AI offers comprehensive resources on Artificial Intelligence, including the latest news, curated AI tool directories, event listings, and information on professional certifications.

• Free

FileMarket AI is a data platform that collects, validates, and labels high-quality datasets for AI training through human contributors and AI agents, offering fair compensation to data providers.

• Usage Based

EBLearn is an object-oriented C++ library offering tools for building, training, and running machine learning models, with a special focus on energy-based and convolutional networks.

• Free

Fetch.ai provides a platform for creating and deploying AI agents and services. It enables developers to build, deploy, and connect AI agents, fostering a scalable AI ecosystem.

• Other

Synthesis AI provides simulation and synthetic data solutions to build better computer vision models, focusing on biometrics, security, and consumer device applications.

• Contact for Pricing

Maxim is an end-to-end evaluation and observability platform designed to help teams ship AI agents reliably and more than 5x faster.

• Paid
• From 29$

Towards Data Science is a leading online publication for professionals seeking AI, machine learning, and data science insights. It provides a global platform for sharing expert articles, tutorials, and thought leadership in the data field.

• Free