Top AI tools for Machine Learning Engineer

TopK provides a unified API for embeddings, database management, and ranking, simplifying complex search stack implementations for developers.

• Contact for Pricing

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$

Freeplay provides comprehensive tools for AI teams to run experiments, evaluate model performance, and monitor production, streamlining the development process.

• Paid
• From 500$

Promptotype is a platform designed for structured prompt engineering, enabling users to develop, test, and monitor LLM tasks efficiently.

• Freemium
• From 6$

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

Juno is an AI-powered coding assistant that integrates with Jupyter notebooks to help data scientists write, edit, and debug code more efficiently, offering real-time code suggestions and automated debugging solutions.

• Freemium
• From 5$

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$

GreenEyes.AI provides enterprise-grade Computer Vision APIs and SaaS products, focusing on AI Object Search and Object Labeling. Their solutions are designed for scalability, security, and a low-carbon footprint.

• Paid

marimo is an open-source, reactive notebook for Python that offers reproducible execution, git-friendly collaboration, and easy deployment as scripts or apps.

• Free

Float16.cloud provides managed GPU infrastructure and LLM solutions for AI workloads. It offers services like serverless GPU computing and one-click LLM deployment, optimizing cost and performance.

• Usage Based

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

• Free

Molmo AI is a family of open-source, state-of-the-art multimodal AI models designed for rich interactions by processing text, images, and more.

• Free

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

Robovision is an industrial computer vision AI platform that adds vision intelligence to machines, enabling automated quality control, efficiency improvements, and enhanced productivity across multiple industries.

• Contact for Pricing

Labelbox provides a comprehensive suite of data solutions to operate, build, or staff your AI data factory, generating high-quality training data and evaluating model performance.

• Freemium

Braintrust provides an end-to-end platform for developing, evaluating, and monitoring Large Language Model (LLM) applications. It helps teams build robust AI products through iterative workflows and real-time analysis.

• Freemium
• From 249$

PromptMage is a Python framework that streamlines the development of complex, multi-step applications powered by Large Language Models (LLMs), offering version control, testing capabilities, and automated API generation.

• Other

GitRoll is a global developer passport that creates standardized, verifiable portfolios to showcase expertise and connect developers with opportunities. It empowers developers with a merit-based score, bridging talent gaps and promoting fair pay and global visibility.

• Free

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

• Freemium

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

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

AI Engineer Pack provides a curated collection of AI development tools and services, offering discounts and credits for popular platforms to help developers build and scale AI projects.

• Free

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

Tinybird is a powerful analytics backend platform that enables developers to build, deploy, and scale secure, real-time analytics APIs over large datasets with ease.

• Freemium
• From 25$

Improve AI is a machine learning platform utilizing XGBoost and reinforcement learning for contextual scoring, ranking, and decision-making across Python, Swift, and Java applications.

• Free

Polars provides lightning-fast, open-source solutions for data manipulation and processing, built for modern parallel performance and designed to handle large datasets effortlessly.

• Free

OpenTools provides a unified API enabling developers to connect Large Language Models (LLMs) with a diverse ecosystem of tools, simplifying integration and management.

• Usage Based

Ollama is a platform that enables users to run powerful language models like Llama 3.3, DeepSeek-R1, Phi-4, Mistral, and Gemma 2 on their local machines.

• Free

NetMind.ai provides comprehensive AI solutions, including model APIs, GPU cluster rentals, model deployment services, and tailored enterprise AI applications.

• Usage Based

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

FiftyOne is an enterprise-grade platform for managing, visualizing, and refining visual AI datasets and models, enabling efficient development of computer vision applications at scale.

• 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$

GPT Weekly is a newsletter providing concise updates on GPT and AI. Stay informed on the latest advancements in the field.

• Free

Blueprints by Mozilla.ai is a central hub for developers, offering open-source AI workflows (Blueprints) built using various tools, datasets, and models.

• Free

PremAI offers an autonomous fine-tuning system to build custom AI agents that improve over time. It simplifies the creation and deployment of high-performance, context-aware AI applications.

• Freemium

Axon Labs provides high-quality biometric and medical datasets to facilitate the development of AI projects, specializing in liveness detection and facial recognition.

• 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$

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

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

• Other

Bytewax is a complete data processing solution offering a Python-native, stateful stream processor for building and deploying real-time data pipelines.

• Free

Keylabs is a comprehensive data annotation platform that combines AI-assisted tools for image and video labeling with advanced management capabilities. The platform offers high-precision annotation services across multiple industries with up to 99.9% accuracy.

• Free Trial

Featherless provides instant, unlimited hosting for any Llama model on HuggingFace, eliminating the need for server management. It offers access to over 3700+ compatible models starting from $10/month.

• Paid
• From 10$

Superpipe is an open-source experimentation platform designed for building, evaluating, and optimizing Large Language Model (LLM) pipelines to improve accuracy and minimize costs. It allows deployment on user infrastructure for enhanced privacy and security.

• Free

Kili Technology is a data-centric AI platform providing tools and services for creating high-quality training datasets and evaluating LLMs. It streamlines the data labeling process and offers expert-led project management for machine learning projects.

• Freemium

Resmate.io is an AI-powered platform designed to help job seekers organize, optimize, and streamline their applications. It offers tools for resume optimization, cover letter generation, interview preparation, and application tracking.

• Freemium
• From 8$

Cirrascale AI Innovation Cloud offers comprehensive cloud infrastructure for AI workloads, providing access to multiple leading AI accelerators including NVIDIA, AMD, and Cerebras systems with no data transfer fees and high-performance computing capabilities.

• Paid
• From 259$

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

Gestell is an ETL (Extract, Transform, Load) tool designed for LLMs, transforming unstructured data into AI-ready databases for accurate, scalable search-based reasoning.

• Contact for Pricing

MLpedia offers detailed explanations of key Artificial Intelligence and Machine Learning concepts, serving as a comprehensive resource for understanding topics like LLMs, RAG, and prompt engineering.

• Free

LastMile AI empowers developers to seamlessly transition generative AI applications from prototype to production with a robust developer platform.

• Contact for Pricing
• API