Top AI tools for Machine Learning Engineer

Pyro is a universal probabilistic programming language (PPL) built on Python and PyTorch, enabling flexible deep probabilistic modeling.

• Free

Zencoder is an advanced AI coding agent designed to automate development tasks, understand codebase context, and integrate seamlessly with developer tools.

• Freemium
• From 19$

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

CodeComplete is an AI-powered coding assistant developed specifically for enterprises that comes with a comprehensive suite of tools to enhance end-to-end developer workflow.

• Contact for Pricing
• API

AI Grant provides financial support ranging from $5,000 to $50,000 for innovative open-source AI projects, offering both compute resources and cash grants to advance artificial intelligence research and development.

• Other

Analytics Vidhya is a comprehensive AI learning platform offering in-depth blogs, courses, hackathons, and a thriving community for AI and data science professionals.

• Paid
• From 59999$

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

Pruna AI is an AI inference optimization framework designed for ML teams to enhance efficiency and productivity. It combines compression algorithms to make AI models faster and more cost-effective.

• Usage Based
• From 1$

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$

Labml Neural Networks offers a collection of simple, well-documented PyTorch implementations of various neural networks and algorithms, designed for better understanding.

• Free

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

• Other

EvalsOne is a platform for rapidly evaluating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) pipelines using various metrics.

• Freemium
• From 19$

Lumino offers an easy-to-use SDK for developing and training ML models, reducing training costs by up to 80% with access to unique GPUs. It provides a scalable, cost-effective, and secure platform for AI development.

• Usage Based

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

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$

Mastra is a TypeScript agent framework designed for developers to prototype and productionize AI features and intelligent agents using a modern JavaScript stack.

• Contact for Pricing

CLIKA provides an AI model compression engine to optimize models for speed, size, and hardware deployment, reducing memory footprint and enhancing performance.

• Freemium

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$

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

DataGym is an AI-powered training data and image annotation platform that helps data scientists and ML experts label images up to 10x faster with AI-assisted annotation tools and complete project management capabilities.

• Freemium
• From 19$

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

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

Reprompt is a developer-focused platform that enables efficient testing and optimization of AI prompts with real-time analysis and comparison capabilities.

• Usage Based

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$

SuperAnnotate is an enterprise-grade platform for AI data annotation, model fine-tuning, and dataset management that enables organizations to build, evaluate, and deploy AI models faster and more efficiently.

• Freemium

Magic is developing advanced AI code models to automate software engineering and AI research, aiming for a safe path towards Artificial General Intelligence (AGI).

• Other

Weavel optimizes prompts for LLM applications, achieving significantly higher performance than manual methods. Streamline your workflow and enhance your AI's accuracy with just a few lines of code.

• Freemium
• From 250$

Thunder Compute is a cloud GPU platform that provides network-attached GPU virtualization, allowing developers to efficiently run AI and ML models without paying for idle resources.

• Usage Based

Zatomic AI is a platform designed for prompt engineers to build, manage, optimize, and analyze AI prompts efficiently, improving AI performance and reducing development costs.

• Freemium
• From 99$

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

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

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

• Usage Based

Flow AI accelerates AI agent development by providing continuously evolving, validated test data grounded in real-world information and refined by domain experts.

• Contact for Pricing

Reka AI offers next-generation multimodal AI models trained on text, code, images, video, and audio, deployable across various environments.

• Contact for Pricing

syntheticAIdata is a platform that enables businesses to create high-quality synthetic data for training vision AI models, offering unlimited data generation with perfect annotations while ensuring privacy and regulatory compliance.

• Contact for Pricing

Oblix is an AI orchestration platform that dynamically executes AI tasks between cloud and on-device models to optimize performance, cost-efficiency, and security.

• Contact for Pricing

Milvus is an open-source vector database designed for GenAI applications. It offers high-speed searches and scales to billions of vectors with minimal performance loss.

• Freemium

Deeptrain allows you to use video content with language models, similar to how you use text and images. It supports over 200 language models and integrates with platforms like YouTube.

• Free Trial

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

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

• Free

WaterCrawl is a tool designed to crawl websites and transform their content into structured, LLM-ready data for knowledge base creation and content analysis.

• Contact for Pricing

Centrox AI is a full-cycle AI development company specializing in Gen AI solutions, offering services from data curation to deployment across healthcare, fintech, retail, and real estate industries.

• Contact for Pricing

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

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

Defined.ai offers a vast marketplace of ethically sourced training data for AI development, along with expert services to ensure responsible and effective AI solutions.

• Contact for Pricing

CentML streamlines LLM deployment, offering advanced system optimization and efficient hardware utilization. It provides single-click resource sizing, model serving, and supports diverse hardware and models.

• Usage Based

A web-based tool that provides real-time token counting and cost estimation for various Large Language Models (LLMs), including OpenAI's GPT models and Anthropic's Claude models.

• Free

Dagster is a data orchestrator designed for data engineers to build and manage data platforms. It enables rapid development, testing, and confident deployment of data pipelines.

• Paid
• From 10$

WoolyAI offers a virtual GPU cloud service for scalable GPU memory and processing, featuring usage-based billing instead of time-based billing. It enhances GPU efficiency and reduces costs for AI/ML workloads.

• Usage Based

Zilliz Cloud is a fully-managed vector database service built on Milvus, designed for speed, scalability, and high performance in AI applications.

• Freemium
• From 99$