Top AI tools for Machine Learning Engineer

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

• Other

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$

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$

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$

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

Fal.ai is a high-performance platform offering lightning-fast inference for generative AI models, specializing in image and video generation with optimized processing speeds up to 4x faster than alternatives.

• Usage Based

Xorbits provides a platform for enterprises to transform their data into generative AI models, facilitating fine-tuning and deployment within their own infrastructure for enhanced data privacy and cost efficiency.

• Contact for Pricing

VectorDB is a lightweight Python library for efficient text storage and retrieval using vector search. Ideal for low-latency applications requiring semantic search capabilities.

• Free

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

• Freemium
• From 375$

aijobs.net is a dedicated job board connecting professionals and employers in the fields of Artificial Intelligence (AI), Machine Learning (ML), Data Science, and Big Data.

• Free

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

Stable Diffusion API offers a suite of AI APIs, including text-to-image, image editing, and model training, enabling developers to build next-generation AI products without managing GPUs.

• Paid
• From 27$

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

FLock.io offers a decentralized platform for private, collaborative AI model training and finetuning, ensuring data sovereignty and rewarding contributors.

• Contact for Pricing

CVAT is an industry-leading data annotation platform designed for machine learning teams, offering comprehensive tools for image, video, and 3D data labeling with AI-assisted features.

• Freemium
• From 33$

Multiverse Computing offers cutting-edge AI and optimization solutions, specializing in AI model compression to make AI systems faster, cheaper, and more energy-efficient.

• Contact for Pricing

Langfuse provides an open-source platform for tracing, evaluating, and managing prompts to debug and improve LLM applications.

• Freemium
• From 59$

FastText is an open-source, free library for learning text representations and classifiers, designed to work on standard hardware with models that can be optimized for mobile devices.

• Free

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

• Free

ScrapeGraphAI transforms any website into clean, organized data for AI agents and data analytics, offering a powerful and easy-to-use API.

• Freemium
• From 20$

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

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$

GGML is a tensor library for machine learning, enabling large models and high performance on commodity hardware. It's designed for efficient on-device inference.

• Free

tagtog is a versatile text annotation platform designed for creating AI training data, supporting manual and automatic annotation, collaboration, and PDF processing.

• Freemium

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

Repello AI provides continuous security and automated red-teaming to identify, measure, and mitigate threats in Generative AI applications, protecting against attacks like prompt injection and jailbreaks.

• Contact for Pricing

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$

Autoblocks is a collaborative testing and evaluation platform for LLM-based products that automatically improves through user and expert feedback, offering comprehensive tools for monitoring, debugging, and quality assurance.

• Freemium
• From 1750$

Prompt Jobs is a specialized job board connecting Prompt Engineers with opportunities at leading companies worldwide, featuring various role types and locations.

• Other

Foresight AI is a Silicon Valley-based platform that provides a training academy for autonomous vehicles and mobile robots using semantic 3D data and real-world driving scenarios.

• Contact for Pricing

Chroma is an open-source database solution designed specifically for AI applications, offering integrated embeddings, vector search, document storage, and multi-modal retrieval capabilities.

• Free

Jovian.ai offers beginner-friendly, practical online courses focusing on data science, machine learning, web development, and programming.

• Free

Deep Infra is a serverless ML platform offering access to top AI models through a simple API, with pay-per-use pricing and automatic scaling capabilities.

• Usage Based

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

• Contact for Pricing
• API

NodeAI provides a decentralized platform connecting users who need GPU power for AI tasks with those willing to lend their computing resources.

• Usage Based
• From 101$

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

• Freemium
• From 10$

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

• Free

Sigma AI provides high-quality data annotation services for training Generative AI and Large Language Models (LLMs). They offer data labelling, strategy, collection, and human-in-the-loop processes.

• Contact for Pricing

Roe AI simplifies data extraction, classification, and search with AI-powered SQL for documents, webpages, videos, images, and audio.

• Free Trial
• API

Databricks is a unified data intelligence platform that combines data, analytics, and AI. It helps organizations leverage their data for generative AI applications, democratize insights, and reduce costs.

• Usage Based

Banana provides serverless GPU infrastructure for AI inference hosting, designed for high-throughput and scalability. It offers autoscaling GPUs, pass-through pricing, and a full platform experience with DevOps tools.

• Paid
• From 1200$

BentoML is a unified inference platform for building scalable AI systems. Deploy any AI/ML model in your cloud with speed and flexibility.

• Usage Based

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

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

OpenFoundry offers a seamless developer experience for building and deploying open-source AI-powered products. It accelerates the process of finding, prototyping, fine-tuning, and deploying AI models.

• 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

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

Libra is an innovative Vibe Agent designed for efficient operation on Apple's consumer-grade hardware, offering natural language interaction, self-planning, web search, data analysis, and visualization capabilities.

• 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

Reprompt is a developer-focused platform that enables efficient testing and optimization of AI prompts with real-time analysis and comparison capabilities.

• Usage Based