Top AI tools for Machine Learning Engineer

Janus Pro is an advanced AI model by Deepseek, offering superior multimodal understanding and text-to-image generation capabilities. It's open-source and designed for both research and commercial use.

• Free

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$

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

Rubra provides a collection of open-weight large language models (LLMs) enhanced with tool-calling capabilities, ideal for building AI agents.

• Free

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

Scale provides a data-centric platform for AI development, offering solutions for data annotation, model training, and generative AI applications.

• Contact for Pricing

EnergeticAI is an optimized version of TensorFlow.js designed for serverless environments, offering fast cold-start times, minimal module size, and pre-trained models for Node.js applications.

• Free

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

Vectorize is a RAG-as-a-Service platform designed to accelerate AI application development by simplifying the process of connecting unstructured data to Large Language Models (LLMs). It automatically extracts and optimizes data from various sources for efficient vector search.

• Freemium
• From 99$

Codistwa provides mentorship and courses focused on helping professionals build practical AI/ML projects to enhance skills and career visibility.

• Freemium

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

Narrow AI autonomously writes, monitors, and optimizes prompts for any large language model, enabling faster AI feature deployment and reduced costs.

• Contact for Pricing

BIFROST generates physically accurate synthetic datasets in 3D simulations to train and validate AI models faster, eliminating the need for real-world data collection and manual labeling. Accelerate AI development and testing across critical conditions.

• Contact for Pricing

Codecademy offers interactive online courses in programming, data science, AI, web development, and more. Learn essential tech skills through hands-on projects, quizzes, and AI-powered assistance.

• Freemium
• From 15$

ApertureDB is a purpose-built database designed to simplify the management of multimodal data for AI applications. It integrates multimodal data storage, knowledge graphs, and vector search to accelerate AI development.

• Free Trial
• From 238$

TensorFlow is an open-source platform for machine learning. It provides a comprehensive ecosystem of tools, libraries, and resources for building and deploying ML models.

• Free

Cleanlab is a management platform for Reliable AI, enabling businesses to detect, observe, and resolve AI failures in real time, ensuring trust in RAG and Agentic AI systems.

• Free Trial

Cloudflare Agents provides a robust platform for developers to build agentic AI applications, utilizing Cloudflare's infrastructure for durable execution and serverless inference.

• Usage Based

motleycrew is an open-source framework for building simple to complex multi-agent AI systems, allowing users to mix and match agents and tools from popular frameworks.

• Free

Bruinen Delta is a distributed SQLite database optimized for edge computing environments, enabling local data storage and synchronization for AI/ML workflows across devices, even with intermittent connectivity.

• Contact for Pricing

ML Showcase offers a curated collection of interactive Machine Learning projects with a zero-setup Jupyter Notebook environment running on free GPUs.

• Freemium

UltiHash is a high-performance, resource-efficient object storage solution designed for AI and advanced analytics. It offers built-in deduplication, an S3-compatible API, and Kubernetes-native deployment for cloud and on-premises environments.

• Paid
• From 8$

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

• Usage Based
• API

Opticonomy is a decentralized marketplace transforming how AI agents are created, used, and evaluated, leveraging blockchain technology for a fair and innovative AI ecosystem.

• Contact for Pricing

Google for Developers provides a comprehensive suite of tools, APIs, platforms, and resources to help developers build, deploy, and manage applications across various Google technologies.

• Freemium

Comfy.ICU offers a cloud platform to run, share, and deploy ComfyUI workflows without downloads or setups. Utilize powerful GPUs and pay only for active usage.

• Freemium
• From 10$

Horay.ai provides developers with a high-speed API platform for various AI models, including LLMs, image generation, and voice generation, focusing on efficiency and scalability.

• Usage Based

GPT-LLM Playground is a macOS application designed for advanced experimentation and testing with Language Learning Models (LLMs). It offers features like multi-model support, versioning, and custom endpoints.

• Free

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$

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

Sahara AI is a blockchain-powered platform that enables users to create, monetize, and collaborate on AI models, datasets, and applications while ensuring transparent attribution and ownership.

• Contact for Pricing

Blaize provides AI edge computing solutions, including hardware platforms and a code-free software suite, designed for efficient and flexible deployment of AI applications across various markets.

• Contact for Pricing

MLtraq is an open-source Python library for designing, executing, tracking, and sharing Machine Learning and AI experiments efficiently. It enables collaboration and reproducibility through SQL database integration.

• Free

Koyeb provides a developer-friendly serverless platform for deploying applications and AI models globally on high-performance infrastructure, featuring automatic scaling and GPU support.

• Freemium
• From 29$

Answer.AI is an AI research and development lab focused on translating foundational AI research into practical, end-user products and open-source tools.

• Free

Rendered.ai is a platform for generating physically accurate synthetic computer vision datasets to train AI and ML systems, overcoming data limitations and bias.

• Free Trial
• From 5000$

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

AIShield provides comprehensive AI security solutions, protecting AI/ML and LLM applications from development to deployment. It offers automated vulnerability assessments, real-time threat mitigation, and compliance reporting.

• Contact for Pricing

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

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

Fastino is an AI research lab developing small, task-optimized language models for enterprises, focusing on accuracy, speed, and efficient deployment for PII redaction, data structuring, and more.

• Contact for Pricing

Carton is an open-source tool enabling developers to run machine learning models from various frameworks using a single, language-agnostic API.

• Free

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

Flux Lora is a comprehensive library and navigation platform for FLUX LoRA models, allowing users to discover, browse, and utilize fine-tuned AI models for various image generation projects.

• Free

CoreWeave offers specialized cloud infrastructure designed for AI workloads. It provides high-performance GPU and CPU compute, storage, and networking solutions for AI model training, inference, and other demanding applications.

• Usage Based

OpenLIT is an open-source observability platform designed to streamline AI development workflows, particularly for Generative AI and LLMs, offering features like prompt management, performance tracking, and secure secrets management.

• Other

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

• Freemium

Sematic is an open-source platform designed for ML teams to build, execute, track, and version machine learning pipelines across local machines and cloud infrastructure.

• Freemium

DS2.ai is an MLOps-based data science platform for automating machine learning pipelines, building custom AI models, and leveraging state-of-the-art algorithms through active learning.

• Contact for Pricing

Dataiku is an enterprise-grade platform that unifies data preparation, machine learning, and AI governance capabilities, enabling organizations to build, deploy, and manage AI projects at scale.

• Freemium