Top AI tools for Machine Learning Engineer

Lambda provides on-demand NVIDIA GPU instances and clusters for AI training and inference. It offers a range of services, including 1-Click Clusters, on-demand instances, and private clouds, designed for AI developers.

• Usage Based

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

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

• Free

ZETIC.ai is a cutting-edge platform that enables companies to transform their AI operations to on-device processing, eliminating GPU cloud dependencies while delivering superior performance and cost savings.

• Free Trial

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

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

Deepen AI provides tools and services for multi-sensor data labeling and calibration, accelerating computer vision training for autonomous vehicles, robotics, and more.

• Usage Based
• From 300$

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

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$

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

Toloka AI provides expert data for SFT and RLHF, offering access to skilled experts in over 20 domains and 40 languages to elevate your machine learning models.

• Contact for Pricing

LessonTime.AI offers courses and tools focused on Artificial Intelligence, machine learning, and computer science education for various skill levels.

• Contact for Pricing

kandi by Open Weaver helps developers accelerate application development by providing a platform to find reusable code snippets, libraries, and pre-built solution kits across various technologies, including AI.

• Free

Apache TVM is an open-source machine learning compiler framework designed to optimize and efficiently run computations on various hardware backends, including CPUs, GPUs, and accelerators.

• Free

Latitude is an open-source platform that helps teams track, evaluate, and refine their AI prompts using real data, enabling confident deployment of AI products.

• Freemium
• From 99$

Manticore Search is a high-performance, open-source database optimized for search applications, including vector and semantic search. It serves as a cost-effective and resource-efficient alternative to Elasticsearch, excelling in speed and handling large datasets.

• Free

FLock.io offers a decentralized platform for private, collaborative AI model training and finetuning, ensuring data sovereignty and rewarding contributors.

• Contact for Pricing

GTS.ai (Globose Technology Solutions) is a pioneering AI data collection company with 25+ years of industry experience, specializing in providing high-quality datasets for machine learning, including image, video, speech, and text data collection and annotation services.

• Contact for Pricing

AI Engineer Pack provides a curated collection of AI development tools and services, offering discounts and credits for popular platforms to help developers build and scale AI projects.

• Free

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

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

• Free

ONNX Runtime is a production-grade AI engine designed to accelerate machine learning training and inferencing across various platforms and languages, supporting Generative AI and performance optimization.

• Free

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

Innovatiana provides high-quality, ethically sourced data labeling services to maximize the performance of your AI models. We specialize in data labeling, collection, moderation, document processing, and NLP.

• Pay Once

Valohai is an MLOps platform that streamlines complex machine learning workflows with CI/CD capabilities and pipeline automation, supporting on-premises and any-cloud environments.

• Contact for Pricing

AI Techservices provides customized AI solutions and services to enhance operational efficiency and drive revenue for businesses across various industries. They specialize in machine learning, chatbots, image processing, and NLP.

• Contact for Pricing

Levytation is a global marketplace connecting users with affordable, scalable AI/ML/data teams and on-demand compute resources. It also allows GPU owners to rent out their idle GPUs for income.

• Contact for Pricing

Swarms is a platform for accessing and discovering AI tools, agents, and prompts. It offers various subscription plans, including a free tier with pay-per-use pricing.

• Freemium

TruEra offers an AI observability and diagnostics platform to monitor and improve the quality of machine learning models. It aids in building trustworthy AI solutions across various industries.

• Contact for Pricing

Comfy Directory is a centralized platform for finding and sharing resources related to ComfyUI, including workflows and custom nodes.

• Free

PyImageSearch offers tutorials, books, and courses for learning Computer Vision, Deep Learning, and OpenCV, catering to both beginners and experts.

• Freemium

Fennel provides real-time and batch ML pipelines with incremental computation, offering efficiency and data freshness. Author, compute, store, serve, monitor, and govern your machine learning features.

• Contact for Pricing

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$

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

• Free

Label Studio is an open-source data labeling platform that enables users to annotate various data types including GenAI, images, audio, text, time series, and video for machine learning model training and validation.

• Freemium

AIxBlock is a decentralized platform for AI development and deployment, offering access to computing power, AI models, and human validators. It ensures privacy, scalability, and cost savings through its decentralized infrastructure.

• Freemium
• From 69$

Conviction is an AI platform designed for evaluating, testing, and monitoring Large Language Models (LLMs) to help developers build reliable AI applications faster. It focuses on detecting hallucinations, optimizing prompts, and ensuring security.

• Freemium
• From 249$

AIJobs.com is the official free job board marketplace connecting talent with career opportunities in Artificial Intelligence, Machine Learning, Data Science, and related fields.

• Freemium

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

Censius is an AI observability platform that provides automated monitoring, proactive troubleshooting, and model explainability tools to help organizations build and maintain reliable machine learning models throughout their lifecycle.

• Free Trial

Voyager is a groundbreaking LLM-powered embodied lifelong learning agent that autonomously explores Minecraft, continuously developing new skills and making discoveries without human intervention using GPT-4.

• Other

CGFT offers custom Large Language Models (LLMs) specifically trained for engineering teams, providing secure deployment in VPC and optimization across the software development lifecycle.

• Contact for Pricing

NEAR AI develops open-source infrastructure and tools for a user-owned AI future, including a Developer Hub and Agent Protocol.

• Free

Prompt Jobs is a specialized job board connecting Prompt Engineers with opportunities at leading companies worldwide, featuring various role types and locations.

• Other

AI JS Rocks is a curated directory showcasing inspirational AI-powered JavaScript applications and projects.

• Free

V7 offers AI-powered solutions for workflow automation and data labeling, enabling businesses to build trustworthy AI trained on their own data.

• Contact for Pricing

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

Hasty was a tool for computer vision annotation and model development, now integrated into CloudFactory's AI Data Platform, enhancing AI-driven workflows.

• Contact for Pricing

ComfyUIAsAPI.com transforms ComfyUI workflows into APIs, simplifying product development by handling infrastructure, hosting, and server management.

• Usage Based
• From 99$

Akash Network is an open network that allows users to buy and sell computing resources securely and efficiently. It provides access to GPUs, including NVIDIA, at industry-leading pricing.

• Usage Based