Top AI tools for Machine Learning Engineer

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$

AIxBlock is a decentralized end-to-end AI development platform built on Solana that enables seamless AI development and deployment through decentralized computing resources, models, and human validators.

• Freemium
• From 119$

Daytona provides a secure, scalable, and stateful infrastructure specifically designed for running AI-generated code, supporting development, evaluation, and deployment of AI agents and models.

• Usage Based

2markdown is an API service that transforms websites and PDF documents into clean, structured markdown optimized for Large Language Models (LLMs). It streamlines content processing for AI applications.

• Freemium

PromptBase is a marketplace for buying and selling quality prompts that produce the best results and save you money on API costs.

• Freemium
• API

RunPod offers a globally distributed GPU cloud service designed specifically for developing, training, and scaling AI applications seamlessly and cost-effectively.

• Usage Based
• API

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

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

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$

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$

DataStax offers an AI development platform and near-zero latency database (Astra DB) with built-in vector and knowledge graph capabilities. It simplifies AI development and data management for building and deploying AI applications.

• Usage Based

Jason Liu offers independent AI consulting, specialized courses on improving RAG systems, and develops open-source tools like the Instructor library for LLMs.

• Other

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

BoundaryML (BAML) is a language designed for reliable structured text generation from Large Language Models (LLMs). It offers features like JSON error correction, schema coercion, and improved function-calling.

• Freemium

Preprocess converts and splits complex documents into optimal text chunks for RAG pipelines, handling preprocessing complexities automatically.

• Freemium

Weco utilizes an AI research engineer, AIDE, to automate code optimization and research through benchmark-driven experimentation, delivering measurable performance improvements.

• Contact for Pricing

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

• Free

Sequence offers outsourced image annotation, data labeling, and classification services to enhance machine learning models for data science teams. Start with a free trial to improve dataset accuracy and completeness.

• Free Trial

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

• Free Trial
• From 59$
• API

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$

Papers With Code is a free resource that provides access to trending machine learning papers, code implementations, datasets, and methods.

• Free

AI Jobs is a job board dedicated to connecting talented individuals with career opportunities in the rapidly expanding field of artificial intelligence. Browse and apply for jobs at top AI companies.

• Paid

Prodigy is a downloadable annotation tool that enables users to build custom AI systems by defining classification schemes and leveraging powerful models.

• Pay Once

AI10xer provides ready-to-use AI agent templates for engineering teams, enabling them to ship production-ready AI products quickly by skipping extensive infrastructure setup and configuration.

• Pay Once

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

Aim is an open-source, self-hosted AI metadata tracking tool that enables teams to log, compare, and analyze AI experiments, prompts, and other metadata through an intuitive UI and programmatic SDK.

• Freemium
• From 11$

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

FeatureByte simplifies building and deploying predictive AI models, enabling users like developers and data analysts to create accurate, production-ready models rapidly.

• Contact for Pricing

PySpur is an open-source platform for AI engineers to efficiently build, test, iterate, and deploy reliable AI agents.

• Freemium
• From 699$

Nimble Network is an open platform enabling developers to create, deploy, and monetize AI agents within a decentralized ecosystem, connecting builders with GPU and data resources.

• Usage Based

Mindkosh is a comprehensive platform for data curation, labeling, and validation, offering annotation services and tools for AI projects.

• Other

LAION is a non-profit organization providing open-source datasets, tools, and models to advance machine learning research and promote open public education.

• Free

Gradio is a Python library that enables quick creation and sharing of web interfaces for machine learning models, making them accessible to anyone, anywhere.

• Free

Epigos is a comprehensive computer vision platform that enables businesses to annotate data, train AI models, and deploy them seamlessly across various devices and platforms. It offers advanced dataset management, image annotation, and model training capabilities with managed infrastructure support.

• Freemium
• From 150$

Graphlit is a RAG-as-a-Service platform that accelerates the development of AI applications and agents. It offers automated ETL, multimodal support, and easy integration for developers.

• Usage Based
• From 49$

Supervisely is a comprehensive computer vision platform to curate, label, and build production models for images, videos, 3D, medical imagery, and more.

• Freemium
• From 199$

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$

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

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

• Other

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

• Freemium

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

DataChain connects unstructured data in cloud storage with AI models, enabling instant insights, efficient processing, and reproducible data pipelines.

• Freemium

Vast.ai is a global GPU marketplace offering up to 6X cost savings on GPU compute through a unified interface, connecting users to providers ranging from hobbyists to Tier 4 data centers.

• Usage Based

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

Protect AI offers a comprehensive platform to secure AI systems, enabling organizations to manage security risks and defend against AI-specific threats.

• Contact for Pricing

LLM Explorer is a comprehensive platform for discovering, comparing, and accessing over 46,000 open-source Large Language Models (LLMs) and Small Language Models (SLMs).

• Free

Quasara 'Synapsis' is a vectorization engine that transforms visual data into vector embeddings. It's designed for applications in autonomous driving, infrastructure inspection, earth observation, and manufacturing.

• Contact for Pricing

Okareo provides error discovery and evaluation tools for AI agents, enabling faster iteration, increased accuracy, and optimized performance through advanced monitoring and fine-tuning.

• Freemium
• From 199$

Marqo is an end-to-end embedding platform that enables training, deployment, and management of 150+ embedding models for semantic search, with multimodal and multilingual capabilities.

• Usage Based

Laketool is an AI experimentation platform that transforms data into AI-driven insights. It allows businesses to seamlessly access and analyze their data lakes, create AI experiments, and deploy state-of-the-art AI models.

• Contact for Pricing