Top AI tools for Machine Learning Engineer

Oumi provides an open, collaborative platform for researchers and developers to build, evaluate, and deploy state-of-the-art AI models, from data preparation to production.

• Contact for Pricing

Striveworks Chariot is an MLOps platform that enables rapid building, deployment, and monitoring of machine learning models with full data and model auditability.

• Contact for Pricing

PydanticAI is a Python agent framework designed to simplify building production-grade applications using Generative AI, offering seamless integration with LLMs and Pydantic.

• Other

Forefront is a comprehensive platform that enables developers to fine-tune, evaluate, and deploy open-source AI models with a familiar experience, offering complete control and transparency over AI implementations.

• Freemium
• From 99$

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$

Neuton TinyML is a no-code automated platform that builds extremely compact neural networks for microcontrollers and sensors, enabling AI capabilities on edge devices with models as small as 5KB.

• Freemium

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$

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

Neural Magic offers enterprise inference server solutions to streamline AI model deployment, maximizing computational efficiency and reducing costs on both GPU and CPU infrastructure.

• Contact for Pricing

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

Groq provides high-speed AI inference services for leading openly-available large language models (LLMs), automatic speech recognition (ASR), and vision models via its GroqCloud™ platform.

• Usage Based

RectLabel is an offline image annotation tool designed for object detection and segmentation tasks, featuring AI-powered automatic labeling and support for various annotation types.

• Other
• From 3$

FramePack AI is an innovative neural network structure for efficient long-video generation, addressing the 'forgetting-drifting dilemma' using progressive frame compression and anti-drifting sampling.

• Pay Once

Remyx AI is a comprehensive platform for AI development that helps teams curate datasets, train models, and streamline deployment with an integrated studio environment.

• Freemium

Lunary is a comprehensive platform for AI developers to manage, monitor, and optimize LLM chatbots with advanced analytics, security features, and collaborative tools.

• Freemium
• From 20$

Argilla is an open-source collaboration platform that enables AI engineers and domain experts to build and maintain high-quality datasets for language model training, fine-tuning, and evaluation.

• Other

Innovaite provides AI strategy, training, and technical consulting services to help enterprises and startups implement AI solutions and automate operations.

• Contact for Pricing

TensorDock provides cost-effective GPU and CPU cloud infrastructure for deep learning, AI, rendering, and scientific computing. It offers a wide range of GPUs and CPUs at up to 80% lower cost than other cloud providers.

• Usage Based

WisBot is an AI assistant that interacts with your data and Jupyter Notebook, assisting you in coding faster and learning quicker.

• Free Trial
• API

Langtrace is an open-source observability and evaluations platform designed to help developers monitor, evaluate, and enhance AI agents for enterprise deployment.

• Freemium
• From 31$

SKY ENGINE AI provides a 3D Generative AI Synthetic Data Cloud platform, enabling the creation of high-performing Vision AI models with improved accuracy and reduced development time.

• 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

Pinecone is a leading vector database designed for creating and scaling high-performance, accurate AI applications. It offers a fully managed, scalable infrastructure for managing vector embeddings.

• Freemium
• From 25$

Coherence provides AI-augmented testing for evaluating AI responses and prompts, alongside a platform for streamlined cloud deployment and infrastructure management.

• Freemium
• From 35$

Anaconda is the world's most trusted open ecosystem for sourcing, building, and deploying data science and AI initiatives. It provides tools and platforms for individuals and enterprises to develop, manage, and secure their AI projects.

• Freemium
• From 15$

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

• Freemium

DataCrunch offers premium GPU servers, clusters, and model inference services on its AI cloud platform, powered by NVIDIA GPUs and utilizing 100% renewable energy.

• 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

PostgresML is an AI application platform that simplifies your architecture by bringing ML/AI capabilities directly into your Postgres database. It offers faster performance, lower costs, and enhanced data security.

• Usage Based

RunningHub is a cloud-based platform for developing, running, and publishing ComfyUI workflows as AI applications using high-performance GPUs and an online IDE.

• Freemium

Teammately is an autonomous AI Agent that helps build, refine, and optimize AI products, models, and agents through scientific iteration and objective-driven development.

• Contact for Pricing

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

• Freemium
• From 5$

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$

Syntheticus utilizes Generative AI to produce high-quality, compliant synthetic data at scale, addressing real-world data challenges for AI/LLM, software testing, and analytics.

• 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

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

Your Personal AI provides enterprise-grade AI solutions to automate workflows, enhance decision-making, and drive business growth. Services include data collection, annotation, AI consulting, and custom AI development.

• Contact for Pricing

Wale IDE offers a user-friendly environment for creating and running custom prompts with data integration, parameter tuning, and history tracking for enhanced prompting efficiency.

• Free Trial
• API

ezML offers a comprehensive computer vision service ecosystem, providing solutions for video analysis, synthetic data generation, and custom AI model development.

• Contact for Pricing

CLIP Interrogator is an AI-powered tool that analyzes images using CLIP and BLIP models to generate descriptive text, tags, and prompts, making it easier to understand and replicate image content and styles.

• Free

HiddenLayer provides a security platform that helps enterprises safeguard their machine learning models from adversarial attacks without adding complexity or requiring access to sensitive data.

• Contact for Pricing

Elicit accelerates academic research by automating tasks such as summarizing research papers, extracting data, and synthesizing findings for enhanced productivity.

• Freemium
• From 10$

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

AIJobLeads is a platform that lists AI-related job opportunities. It helps connect professionals with companies offering cutting-edge AI roles.

• Free

LM-Kit provides .NET developers with tools for AI agent customization, creation, and orchestration. It enables multimodal generative AI systems integration in C# and VB.NET applications.

• Paid
• From 1000$

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

dat1 offers scalable, privacy-focused serverless hosting for custom generative AI models with efficient GPU sharing and pay-per-second billing.

• Usage Based

Janus Pro 7B is an advanced multimodal AI model leveraging a unified autoregressive framework for seamless understanding and generation, built on DeepSeek-LLM and SigLIP-L.

• Free

Aporia offers real-time control and monitoring of AI apps, ensuring compliance and guarding against risks such as data leakage and hallucinations.

• Free Trial
• From 1250$
• API

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$