Top AI tools for Machine Learning Engineer

Fal.ai is a high-performance platform offering lightning-fast inference for generative AI models, specializing in image and video generation with optimized processing speeds up to 4x faster than alternatives.

• Usage Based

Bruinen Delta is a distributed SQLite database optimized for edge computing environments, enabling local data storage and synchronization for AI/ML workflows across devices, even with intermittent connectivity.

• Contact for Pricing

Llama Family is a Chinese community platform dedicated to the open-source development of Llama models and AI technology. It offers resources, computing power, and a collaborative environment for developers and enthusiasts.

• Free

Fractile is developing hardware to significantly accelerate AI inference. Their technology aims to eliminate memory bottlenecks, enabling large language models to run much faster and at a lower cost.

• Contact for Pricing

Hugging Face is a collaboration platform where the machine learning community creates, discovers, and collaborates on models, datasets, and applications. It offers comprehensive tools for hosting, developing, and deploying machine learning solutions.

• Freemium
• From 9$

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

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

Kitten Stack streamlines AI deployment by offering managed Retrieval Augmented Generation (RAG), unified access to 100+ models, and real-time cost analytics—all via a single API.

• Freemium

Mozilla.ai is dedicated to making AI trustworthy, accessible, and open-source, providing tools for developers to integrate and innovate on responsible AI solutions.

• Free

Juno is an AI-powered coding assistant that integrates with Jupyter notebooks to help data scientists write, edit, and debug code more efficiently, offering real-time code suggestions and automated debugging solutions.

• Freemium
• From 5$

LMCache is an open-source Knowledge Delivery Network (KDN) designed to accelerate LLM applications, making them up to 8x faster and more cost-effective. It improves performance for AI chatbots and RAG queries through prompt caching and KV cache compression.

• Free

Aim is an open-source, self-hosted AI metadata tracking tool that enables teams to log, compare, and analyze AI experiments, prompts, and other metadata through an intuitive UI and programmatic SDK.

• Freemium
• From 11$

EDGENeural.ai is an end-to-end platform that enables AI developers to train, optimize, and deploy deep learning models on edge devices, reducing development time from months to hours.

• Freemium

Dioptra provides an open source solution for data curation and management, focusing on enhancing model accuracy and efficiency in computer vision, natural language processing, and large language models.

• Freemium
• From 1000$

Thinc is a lightweight deep learning library that allows users to switch seamlessly between PyTorch, TensorFlow, and MXNet models, featuring advanced type checking and efficient configuration management.

• Free

Kubeflow is an open-source toolkit designed to make deploying, managing, and scaling machine learning workflows on Kubernetes simple and portable.

• Free

Pinecone is a leading vector database designed for creating and scaling high-performance, accurate AI applications. It offers a fully managed, scalable infrastructure for managing vector embeddings.

• Freemium
• From 25$

Arc53 provides tailored AI and machine learning solutions, specializing in NLP, computer vision, and predictive analytics to help businesses optimize operations, gain insights, and reduce costs.

• Contact for Pricing

Oumi provides an open, collaborative platform for researchers and developers to build, evaluate, and deploy state-of-the-art AI models, from data preparation to production.

• Contact for Pricing

Parea is a platform for testing, evaluating, and monitoring Large Language Model (LLM) applications, helping teams track experiments, collect human feedback, and deploy prompts confidently.

• Freemium
• From 150$

OxyAPI provides developers with instant API access to a wide range of AI models, featuring global deployment and simple pay-as-you-go pricing.

• Usage Based

Ollama is a platform that enables users to run powerful language models like Llama 3.3, DeepSeek-R1, Phi-4, Mistral, and Gemma 2 on their local machines.

• Free

Sequence offers outsourced image annotation, data labeling, and classification services to enhance machine learning models for data science teams. Start with a free trial to improve dataset accuracy and completeness.

• Free Trial

Kalavai offers a platform for deploying Large Language Models (LLMs) across various devices, scaling from personal laptops to full production environments. It simplifies LLM deployment and experimentation.

• Paid
• From 29$

Jovian.ai offers beginner-friendly, practical online courses focusing on data science, machine learning, web development, and programming.

• 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

Real Python provides comprehensive Python education through AI-assisted learning tools, in-depth tutorials, and expert-guided resources for developers of all skill levels.

• Freemium

Rerun is an open-source platform offering log handling and visualization tools for spatial and embodied AI, featuring fast multimodal data visualization and powerful query capabilities for robotics and AI applications.

• Freemium

MLflow is an open-source, end-to-end MLOps platform for building better models and generative AI apps. It simplifies complex ML and generative AI projects, offering comprehensive management from development to production.

• Free

Ivy is a tool that transpiles deep learning models between frameworks like PyTorch, TensorFlow, JAX, and NumPy using a source-to-source approach, enabling cross-compatibility with one line of code.

• Freemium
• From 20$

iMerit offers software-delivered services combining automation, human expertise, and analytics for AI data annotation and model fine-tuning across various industries.

• Contact for Pricing

Deep-ML is a free platform offering a wide range of machine learning and data science problems, enabling users to master core concepts and advanced skills through practical exercises.

• Free

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

• Free Trial
• API

NodeTool is a visual AI prototyping studio allowing users to design and develop AI agent systems locally on their computer, emphasizing privacy and no-code workflow creation.

• Free

Captum is an open-source, extensible library built on PyTorch for model interpretability. It supports various modalities and offers tools for understanding and analyzing PyTorch models.

• Free

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

• Free

TFLearn is a modular and transparent deep learning library built on top of Tensorflow, designed to provide a higher-level API to facilitate and speed-up experimentations.

• Free

Robovision is an industrial computer vision AI platform that adds vision intelligence to machines, enabling automated quality control, efficiency improvements, and enhanced productivity across multiple industries.

• Contact for Pricing

DS2.ai is an MLOps-based data science platform for automating machine learning pipelines, building custom AI models, and leveraging state-of-the-art algorithms through active learning.

• Contact for Pricing

MemPrompt is a method designed to enhance large language models like GPT-3 post-deployment by utilizing user feedback. It maintains a memory of past errors and corrections to prevent the repetition of mistakes.

• Free

DataChain connects unstructured data in cloud storage with AI models, enabling instant insights, efficient processing, and reproducible data pipelines.

• Freemium

LM-Kit provides .NET developers with tools for AI agent customization, creation, and orchestration. It enables multimodal generative AI systems integration in C# and VB.NET applications.

• Paid
• From 1000$

Missing Studio is an open-source AI platform designed for developers to build and deploy generative AI applications. It offers tools for managing LLMs, optimizing performance, and ensuring reliability.

• Free

AI Godfathers is a unique digital time capsule project offering 10,000 exclusive spots to individuals who have contributed to the early advancement of AI, with prices ranging from $1 to $10,000.

• Pay Once
• From 1$

Promptotype is a platform designed for structured prompt engineering, enabling users to develop, test, and monitor LLM tasks efficiently.

• Freemium
• From 6$

Open WebUI is a self-hosted AI interface that operates entirely offline and adapts to your individual workflow. It's extensible and designed for various applications.

• Free

Promptmetheus is a comprehensive prompt engineering IDE that helps developers and teams create, test, and optimize language model prompts with support for 100+ LLMs and popular inference APIs.

• Freemium
• From 29$

Neural Magic offers enterprise inference server solutions to streamline AI model deployment, maximizing computational efficiency and reducing costs on both GPU and CPU infrastructure.

• Contact for Pricing

InfiniFlow is a high-performance database solution designed specifically for LLM applications, offering hybrid search capabilities across dense embedding, sparse embedding, tensor, and full-text data with millisecond-level latency.

• Other

Addepto is an AI development and consulting company that delivers custom AI solutions and data engineering services to optimize business processes and drive growth.

• Contact for Pricing