Top AI tools for Machine Learning Engineer

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$

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

Manning Publications offers a comprehensive library of books, videos, and projects focused on AI, machine learning, software development, and data science. Access a wide range of learning materials through subscriptions or individual purchases.

• Freemium
• From 20$

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

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

Wallaroo.AI provides a unified platform for deploying, managing, observing, and optimizing AI models in any environment, achieving faster time to value and reduced deployment costs.

• Paid
• From 500$

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

FloAI simplifies the creation of AI agent architectures, offering a flexible, modular approach for building sophisticated, agent-based applications.

• Free

Hegel AI provides a developer platform for building, monitoring, and improving large language model (LLM) applications, featuring tools for experimentation, evaluation, and feedback integration.

• 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

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

• Other

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$

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

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$

NeuroCraft is a comprehensive neural network platform that enables users to design, train, and deploy machine learning models through an intuitive drag-and-drop interface.

• Freemium

vEdge offers affordable, shared GPU compute resources (vGPUs) designed for training and deploying machine learning models efficiently and cost-effectively.

• Other

Towards Data Science is a leading online publication for professionals seeking AI, machine learning, and data science insights. It provides a global platform for sharing expert articles, tutorials, and thought leadership in the data field.

• Free

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

• Free

Tenyks offers a visual intelligence platform that transforms unstructured visual data into actionable intelligence. Leverage GenAI to make videos searchable and gain insights with human-level precision.

• Usage Based
• From 27$

Literal AI streamlines the development of LLM applications, offering tools for evaluation, prompt management, logging, monitoring, and more to build production-grade AI products.

• Freemium

Xorbits provides a platform for enterprises to transform their data into generative AI models, facilitating fine-tuning and deployment within their own infrastructure for enhanced data privacy and cost efficiency.

• Contact for Pricing

Roe AI simplifies data extraction, classification, and search with AI-powered SQL for documents, webpages, videos, images, and audio.

• Free Trial
• API

KDB.AI is a scalable vector database designed for building production-grade AI applications, offering high uptime and low latency search capabilities.

• Freemium

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

DataVLab offers scalable and ethical data labeling services, including image, video, and 3D annotation, to enhance AI and machine learning models. Their AI-assisted process ensures high-quality, efficient results across various industries.

• Contact for Pricing

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

Telmai offers a comprehensive data observability platform for data lakes and lakehouses, utilizing AI to ensure data quality and reliability without sampling or increasing cloud costs.

• Contact for Pricing

BitRook is an AI-powered tool designed to accelerate data cleaning and preparation by automating profiling, issue detection, standardization, and Python code generation.

• Freemium

Cognee is an AI memory engine that enhances the accuracy of LLM applications and agents. It transforms raw data into structured knowledge, improving the reliability of responses from large language models.

• Freemium
• From 1970$

BabyAGI is an open-source, experimental Python framework designed for developing autonomous agents capable of building themselves, featuring a function management system and dashboard.

• Free

VESSL AI provides a full-stack cloud infrastructure for AI, enabling users to train, deploy, and manage AI models and workflows with ease and efficiency.

• Usage Based

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

Radicalbit is an MLOps and AI Observability platform that accelerates deployment, serving, observability, and explainability of AI models. It offers real-time data exploration, outlier and drift detection, and model monitoring.

• Contact for Pricing

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

Chroma is an open-source database solution designed specifically for AI applications, offering integrated embeddings, vector search, document storage, and multi-modal retrieval capabilities.

• Free

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

mlpro.io offers a structured guide and resources, including the ML75 tracker, to help individuals prepare for machine learning interviews efficiently.

• Freemium
• From 5$

Adaptive ML provides a platform to evaluate, tune, and serve the best LLMs for your business. It uses reinforcement learning to optimize models based on measurable metrics.

• Contact for Pricing

Graphsignal monitors, profiles, and accelerates hosted LLM inference and model APIs, providing full visibility and deep insights for AI optimization.

• Freemium
• From 375$

Roboflow is a comprehensive computer vision platform that enables developers to create datasets, train models, and deploy AI applications at scale. Used by over 800,000 engineers, it offers end-to-end solutions for image annotation, model training, and deployment.

• Freemium
• From 249$

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

Vaex.io provides data science solutions, leveraging the Vaex library to handle large datasets (starting at 100GB) on any machine, enabling efficient data exploration, visualization, and machine learning model building and deployment.

• 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

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$

SWE Resume enhances software engineering resumes with AI-driven analysis and expert feedback to boost your chances of landing interviews.

• Other

LMSYS Org is a leading organization dedicated to developing and evaluating large language models and systems, offering open-source tools and frameworks for AI research and implementation.

• Free

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

• Usage Based

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

• Other

Determined AI is an open-source deep learning platform that streamlines model training, distributed computing, and GPU resource management. It enables teams to train models faster while optimizing hardware utilization and experiment tracking.

• Contact for Pricing

xTuring is an open-source software that enables customization of Large Language Models (LLMs) with a user-friendly interface, focusing on simplicity, efficiency, and flexibility.

• Other