Top AI tools for Machine Learning Engineer

AI Models is a comprehensive directory offering access to a wide range of open-source AI models and machine learning tools, fostering an open-source AI community.

• Free

Delta Lake is an open-source storage framework that enables the creation and management of modern lakehouse architectures with support for multiple compute engines and formats, offering robust data reliability and interoperability.

• Free

CAMEL AI is an open-source community focused on scaling laws of agents for data generation, world simulation, and task automation.

• Free

Phoenix accelerates AI development with powerful insights, allowing seamless evaluation, experimentation, and optimization of AI applications in real time.

• Freemium

Deep Infra is a serverless ML platform offering access to top AI models through a simple API, with pay-per-use pricing and automatic scaling capabilities.

• Usage Based

Token Counter is a free online tool that converts text into tokens and estimates costs for various OpenAI models like GPT-4 and GPT-3.5, simplifying AI model usage and expense management.

• Free

Caffe is a high-performance deep learning framework developed by Berkeley AI Research (BAIR) that enables fast, modular, and expressive deep learning with seamless GPU/CPU switching capabilities.

• Free

Coval provides simulation and evaluation tools for voice and chat AI agents, enabling faster development and deployment. It leverages AI-powered simulations and comprehensive evaluation metrics.

• Contact for Pricing

Jina AI provides frontier models for high-quality enterprise search and RAG systems, offering solutions for embedding, reranking, classifying, and segmenting data.

• Usage Based

Doflow is an AI-powered visual workflow builder that enables users to combine Google Cloud services and APIs to create reliable applications, process automation, and data/ML pipelines with ease.

• Freemium
• From 10$

Gentrace is an LLM evaluation platform designed for AI teams to test and automate evaluations of generative AI products and agents. It facilitates collaborative development and ensures high-quality LLM applications.

• Usage Based

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$

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$

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

Dify.AI offers a next-generation development platform for building and operating generative AI applications with ease and flexibility.

• Free Trial
• From 59$
• API

OpenLIT is an open-source observability platform designed to streamline AI development workflows, particularly for Generative AI and LLMs, offering features like prompt management, performance tracking, and secure secrets management.

• Other

interviewDB is a comprehensive AI-powered platform designed to help professionals prepare for AI and machine learning job interviews by providing expertly curated questions, personalized feedback, and insider hiring insights.

• Paid
• From 49$

Inferable is a fully managed platform for building and deploying LLM-based applications. It provides robust tools for managing state, ensuring reliability, and orchestrating custom AI workflows.

• Usage Based
• From 10$

Future AGI is a comprehensive evaluation and optimization platform designed to help enterprises build, evaluate, and improve AI applications, aiming for high accuracy across software and hardware.

• Freemium
• From 50$

Bethge Lab is an AI research group at the University of Tübingen focusing on Neuro AI, autonomous lifelong learning, and developing agentic systems mirroring human cognition.

• Other

Banana provides serverless GPU infrastructure for AI inference hosting, designed for high-throughput and scalability. It offers autoscaling GPUs, pass-through pricing, and a full platform experience with DevOps tools.

• Paid
• From 1200$

Mitta provides AI-powered APIs that understand conversational language, enabling natural, human-like requests for web applications. Features include smart media file conversions, web crawling, and generative templates.

• Paid
• From 10$

Neuralhub is a comprehensive platform for building, tuning, and experimenting with neural networks, offering tools and resources for AI enthusiasts, researchers, and engineers in a collaborative environment.

• Freemium

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

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$

AtScale provides an independent semantic layer that connects any data source to any AI or business intelligence tool, enabling secure, live data access, consistent metrics, and enhanced analytics performance.

• Freemium

UbiAI offers powerful tools for data annotation, LLM fine-tuning, and AI model deployment, enabling businesses to create custom AI solutions with high accuracy and efficiency.

• Freemium

Jetcode is an AI coding assistant designed to help developers write, debug, and refactor code more efficiently using artificial intelligence, integrating directly into popular IDEs.

• Freemium
• From 10$

Shaped is an AI-powered platform that delivers real-time search and recommendation systems with behavioral re-ranking capabilities. It helps businesses increase engagement, conversion, and retention through a configurable system that adapts automatically.

• Contact for Pricing

DataMacaw Scarlet Platform is an AI platform for effortlessly training and fine-tuning generative AI models on cloud GPUs, reducing costs significantly.

• Contact for Pricing

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

Smol AI provides a daily AI newsletter and information on hackathons for AI engineers. Stay informed on the latest industry developments.

• Free

AIOnlineCourse offers interactive learning resources for artificial intelligence, including projects, tutorials, and quizzes. Dive into AI basics and start live coding today.

• Free

LM Studio is a desktop application that allows users to run Large Language Models (LLMs) locally and offline, supporting various architectures including Llama, Mistral, Phi, Gemma, DeepSeek, and Qwen 2.5.

• Free

AIJobLeads is a platform that lists AI-related job opportunities. It helps connect professionals with companies offering cutting-edge AI roles.

• Free

UltiHash is a high-performance, resource-efficient object storage solution designed for AI and advanced analytics. It offers built-in deduplication, an S3-compatible API, and Kubernetes-native deployment for cloud and on-premises environments.

• Paid
• From 8$

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

Pi Labs offers a comprehensive ML and Data Science toolkit designed for software engineers, simplifying the process of building, optimizing, and deploying AI and search systems.

• Contact for Pricing

Sapien is a decentralized data foundry providing custom data collection and labeling services powered by a global workforce. They specialize in fine-tuning large language models through expert human feedback and data annotation.

• Contact for Pricing

Civitai is a community platform for sharing and discovering generative AI resources. It offers a vast library of models, images, and other content created by users, fostering creativity and collaboration.

• Freemium
• From 10$

Dataoorts offers a specialized GPU cloud platform designed for AI developers. It provides fast, secure, and affordable instances optimized for AI, ML, and DL tasks.

• Usage Based

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$

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

GenWorlds is a comprehensive ecosystem for building and deploying multi-agent AI systems, featuring customizable environments, scalable architecture, and advanced cognitive processes for AI agents.

• Contact for Pricing

GreenEyes.AI provides enterprise-grade Computer Vision APIs and SaaS products, focusing on AI Object Search and Object Labeling. Their solutions are designed for scalability, security, and a low-carbon footprint.

• Paid

Rig is a Rust-based framework for building modular and scalable LLM applications. It offers a unified LLM interface, Rust-powered performance, and advanced AI workflow abstractions.

• Free

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

Tensorplex is a blockchain-AI integration platform that provides infrastructure and tools for decentralized AI development, including liquid staking, validation services, and high-quality dataset generation.

• Contact for Pricing

Mobius Labs offers Aana, an open-source multimodal AI framework focused on delivering highly accurate and efficient AI models for text, audio, and video processing, significantly reducing compute costs and time.

• Contact for Pricing

Rabbitt.AI helps enterprises develop reliable Generative AI solutions, including custom large language models, by leveraging their own data through expert consultation, data annotation, and dataset curation.

• Contact for Pricing