Top AI tools for Machine Learning Engineer

PixLab provides scalable and unified APIs for machine vision and media processing tasks, enabling developers to integrate AI-powered features like image analysis, content moderation, and document scanning into their applications.

• Free Trial
• From 25$

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

Reka AI offers next-generation multimodal AI models trained on text, code, images, video, and audio, deployable across various environments.

• Contact for Pricing

ActiveFence provides AI safety and content moderation solutions, including red teaming, datasets, guardrails, and intelligence, for building and deploying safe, reliable, and compliant AI models and applications.

• Contact for Pricing

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

The Full Stack offers courses and resources for building AI-powered products, covering everything from initial concept to deployment and continual learning.

• Free

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

• Other

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

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$

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

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$

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

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

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

• Contact for Pricing

LMQL is a programming language designed for large language models, offering robust and modular prompting with types, templates, and constraints.

• Free

MLflow is an open-source, end-to-end MLOps platform for building better models and generative AI apps. It simplifies complex ML and generative AI projects, offering comprehensive management from development to production.

• Free

Flow AI accelerates AI agent development by providing continuously evolving, validated test data grounded in real-world information and refined by domain experts.

• Contact for Pricing

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

Neuralhub is a comprehensive platform for building, tuning, and experimenting with neural networks, offering tools and resources for AI enthusiasts, researchers, and engineers in a collaborative environment.

• 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

Turing provides AI solutions for enterprises, focusing on Large Language Model (LLM) training, evaluation, and deployment, alongside custom engineering and access to top-tier AI talent.

• Contact for Pricing

Bethge Lab is an AI research group at the University of Tübingen focusing on Neuro AI, autonomous lifelong learning, and developing agentic systems mirroring human cognition.

• Other

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$

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

• Free

Polyverse is a decentralized AI data engine, a "Decentralized Google" for the AI era, building the world's largest privacy-preserved global user data network. It utilizes FHE and ZKP technologies to protect user privacy.

• 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

Inferable is a fully managed platform for building and deploying LLM-based applications. It provides robust tools for managing state, ensuring reliability, and orchestrating custom AI workflows.

• Usage Based
• From 10$

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

• Freemium
• From 375$

Maihem empowers technology leaders and engineering teams to test, troubleshoot, and monitor any (agentic) AI workflow at scale. It offers industry-leading AI testing and red-teaming capabilities.

• Contact for Pricing

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

Janus Pro is an open-source multimodal AI model leveraging WebGPU for efficient, browser-based image generation and understanding.

• Free

GTS.ai (Globose Technology Solutions) is a pioneering AI data collection company with 25+ years of industry experience, specializing in providing high-quality datasets for machine learning, including image, video, speech, and text data collection and annotation services.

• Contact for Pricing

CodableAI is a comprehensive vector database platform offering advanced APIs for embedding generation, vector search, and database management. It enables businesses to create real-time AI applications with capabilities for processing up to 80K tokens and managing up to 50 million vectors.

• Contact for Pricing

Rezon is an AI platform that provides cutting-edge explainability for your AI models, ensuring fair and trustworthy automated decision-making.

• Contact for Pricing

Fireworks AI is a cloud platform offering serverless inference for text, image, and multi-modal AI models with pay-as-you-go pricing and enterprise-scale capabilities.

• Usage Based

Asteroid is a development tool for Mac that allows users to create augmented reality (AR) applications for iPhone using a graphical interface, integrating 3D assets and machine learning models.

• Free

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

• Freemium

Defined.ai is a leading marketplace for ethical AI training data, offering extensive datasets across speech, NLP, healthcare, and computer vision domains. Founded in 2015, it provides both off-the-shelf and customizable datasets for AI development.

• Contact for Pricing

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

Fly.io offers a platform for deploying and running applications globally using hardware-virtualized containers called Fly Machines. It provides features for quick booting, scaling to zero, user-specific routing, persistent storage, and integration with LLM workflows.

• Usage Based

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

FlexAI provides universal AI compute, empowering developers to build and deploy AI solutions seamlessly across various hardware architectures. They optimize workload and energy efficiency for AI infrastructure.

• Contact for Pricing

Apache TVM is an open-source machine learning compiler framework designed to optimize and efficiently run computations on various hardware backends, including CPUs, GPUs, and accelerators.

• 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

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$

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

kandi by Open Weaver helps developers accelerate application development by providing a platform to find reusable code snippets, libraries, and pre-built solution kits across various technologies, including AI.

• Free

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

Chainlit Framework is an open-source tool enabling developers to build, deploy, and customize conversational AI applications using Python.

• Free

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