Top AI tools for Machine Learning Engineer

Cloudglue transforms videos and audio into structured, AI-ready data, enabling developers to integrate comprehensive video knowledge into their AI products with speed and precision.

• Freemium
• From 15$

Superpipe is an open-source experimentation platform designed for building, evaluating, and optimizing Large Language Model (LLM) pipelines to improve accuracy and minimize costs. It allows deployment on user infrastructure for enhanced privacy and security.

• Free

SaladCloud is the world's largest distributed cloud network, offering up to 90% savings on compute costs for AI/ML production models compared to traditional cloud providers.

• Usage Based

Access a diverse range of AI models from language to image processing and enhance your workflow via a unified platform.

• Usage Based
• API

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

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$

Inferkit is a cost-effective large language model router offering subsidized access to multiple LLMs, including GPT-4, for AI startup teams and developers.

• Usage Based
• API

MetricRule is an open-source tool offering granular monitoring for machine learning models in production, tracking performance, feature drifts, and data anomalies.

• Free

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$

Infrabase.ai is a comprehensive directory platform that helps users discover and compare AI infrastructure tools across various categories including vector databases, prompt engineering, and observability analytics.

• 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$

Lilac is a powerful data platform that enables efficient dataset exploration, quality control, and management for Large Language Models (LLMs). It offers fast dataset computations and advanced clustering capabilities for AI data processing.

• Contact for Pricing

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

Google Cloud Skills Boost provides training and credentials for individuals and teams to enhance their Google Cloud and AI skills, from beginner to expert levels. Achieve your goals with hands-on learning and industry-recognized certifications.

• Freemium

Featherless provides instant, unlimited hosting for any Llama model on HuggingFace, eliminating the need for server management. It offers access to over 3700+ compatible models starting from $10/month.

• Paid
• From 10$

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

LatticeFlow AI helps businesses develop performant, trustworthy, and compliant AI applications. The platform focuses on ensuring AI models are reliable and meet regulatory standards.

• Contact for Pricing

Defined.ai is a leading marketplace for ethical AI training data, offering extensive datasets across speech, NLP, healthcare, and computer vision domains. Founded in 2015, it provides both off-the-shelf and customizable datasets for AI development.

• Contact for Pricing

Gestell is an ETL (Extract, Transform, Load) tool designed for LLMs, transforming unstructured data into AI-ready databases for accurate, scalable search-based reasoning.

• Contact for Pricing

Kumo AI provides a platform to train AI models for predictions and embeddings directly on relational data, eliminating the need for feature engineering. Leverage Relational Deep Learning and Graph Transformers for faster, more impactful AI applications.

• Contact for Pricing

Hopsworks is an MLOps platform and feature store that enables organizations to build, deploy, and manage AI systems with reproducibility, consistency, and scalability. It offers a unified solution for GenAI, real-time applications, and traditional machine learning.

• Freemium

Forefront is a comprehensive platform that enables developers to fine-tune, evaluate, and deploy open-source AI models with a familiar experience, offering complete control and transparency over AI implementations.

• Freemium
• From 99$

Axon Labs provides high-quality biometric and medical datasets to facilitate the development of AI projects, specializing in liveness detection and facial recognition.

• Contact for Pricing

Stable Diffusion API offers a suite of AI APIs, including text-to-image, image editing, and model training, enabling developers to build next-generation AI products without managing GPUs.

• Paid
• From 27$

Tractatus is a platform for building and deploying generative AI use cases. It allows businesses to combine foundation models with their own data, enabling rapid development and deployment.

• Contact for Pricing

NodeAI provides a decentralized platform connecting users who need GPU power for AI tasks with those willing to lend their computing resources.

• Usage Based
• From 101$

Requesty is a platform for faster AI development, deployment, and monitoring. It provides tools for refining LLM applications, analyzing conversational data, and extracting actionable insights.

• Usage Based

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

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

Spider is a high-speed, scalable web crawling solution built in Rust, designed specifically for data collection for AI agents and LLMs, offering various output formats and seamless integrations.

• Free Trial

SwiftAI offers an enterprise AI platform, Symphony, designed to seamlessly integrate AI-powered solutions with SAP systems, automating workflows and optimizing operations.

• Contact for Pricing

Weights & Biases (W&B) Weave is a comprehensive framework designed for tracking, experimenting with, evaluating, deploying, and enhancing LLM-based applications.

• Other

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$

Adaline is a collaborative platform for teams building with Large Language Models (LLMs), enabling efficient iteration, evaluation, deployment, and monitoring of prompts.

• Contact for Pricing

Quadric provides a leading processor architecture, the Chimera GPNPU, optimized for on-device AI computing, delivering high ML inference performance and C++ code execution in a unified architecture.

• Contact for Pricing

Teammately is an autonomous AI agent that self-iterates AI products, models, and agents to meet specific objectives, operating beyond human-only capabilities through scientific methodology and comprehensive testing.

• Freemium

aijobs.net is a dedicated job board connecting professionals and employers in the fields of Artificial Intelligence (AI), Machine Learning (ML), Data Science, and Big Data.

• Free

OpenTools provides a unified API enabling developers to connect Large Language Models (LLMs) with a diverse ecosystem of tools, simplifying integration and management.

• Usage Based

LlamaEdge is a lightweight and fast local LLM runtime and API server, powered by Rust & WasmEdge, designed for creating cross-platform LLM agents and web services.

• Free

LMQL is a programming language designed for large language models, offering robust and modular prompting with types, templates, and constraints.

• Free

The GitHub Blog provides news, insights, technical articles, and updates on software development, AI, machine learning, security, and the GitHub platform.

• Free

DataWars offers a project-based learning platform for data science and machine learning, featuring an AI assistant, interactive playgrounds, and skill assessments for effective hands-on experience.

• Freemium
• From 21$

GptSdk streamlines AI prompt management by integrating with your version control system. Store, manage, test, and execute prompts with enhanced collaboration and zero latency.

• Freemium
• From 25$

Apache Spark is a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.

• Free

Cekura is a platform designed for testing and monitoring Voice AI agents, enabling developers to ensure seamless conversational experiences across various scenarios before launch.

• Free Trial
• From 500$

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

Infoworks provides a unified platform that automates end-to-end cloud data migration and data operations, accelerating the delivery of AI, ML, and analytics use cases.

• Freemium

PyCM is a Python library designed for evaluating multi-class classification models using confusion matrices, supporting various input types and statistical parameters.

• 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

DataCrunch offers premium GPU servers, clusters, and model inference services on its AI cloud platform, powered by NVIDIA GPUs and utilizing 100% renewable energy.

• Usage Based