Top AI tools for Machine Learning Engineer

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

Mitta provides AI-powered APIs that understand conversational language, enabling natural, human-like requests for web applications. Features include smart media file conversions, web crawling, and generative templates.

• Paid
• From 10$

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

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

• Freemium
• From 6$

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

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

Jaxon provides solutions to ensure trustworthy AI by mathematically proving the accuracy of Large Language Model (LLM) outputs. Its Domain-Specific AI Logic (DSAIL) addresses the AI hallucination problem through rigorous fact-checking and formal reasoning.

• Contact for Pricing

Infrabase.ai is a comprehensive directory platform that helps users discover and compare AI infrastructure tools across various categories including vector databases, prompt engineering, and observability analytics.

• Free

Einblick is an AI-native data notebook that enables seamless data science workflows through a visual canvas, code automation, and collaboration features.

• Freemium
• From 9$
• API

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

CNTXT offers tailored AI strategies and data services, helping businesses extract actionable value from data and streamline AI application development.

• Contact for Pricing

QSC Cloud provides on-demand NVIDIA GPU Cloud Clusters for AI, deep learning, and high-performance computing. Access top-tier GPUs like NVIDIA H100, H200, and AMD MI300 through global partnerships.

• Usage Based

Marvin is a lightweight toolkit for building natural language interfaces that are reliable, scalable, and easy to trust.

• Free

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

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

Foundry Cloud Platform offers on-demand access to NVIDIA GPUs for machine learning tasks, with flexible pricing and no long-term commitments.

• Usage Based

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

• Contact for Pricing

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

• Usage Based

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

ToyStack is a cloud platform designed for modern apps, offering an auto-scaling Kubernetes environment with integrated security, logging, and CI/CD. It simplifies cloud deployment and management, enabling developers to focus on coding.

• Usage Based
• From 5$

Relari offers a contract-based development toolkit to define, inspect, and verify AI agent behavior using natural language, ensuring robustness and reliability.

• Freemium
• From 1000$

Vaex.io provides data science solutions, leveraging the Vaex library to handle large datasets (starting at 100GB) on any machine, enabling efficient data exploration, visualization, and machine learning model building and deployment.

• Contact for Pricing

Rerun is an open-source platform offering log handling and visualization tools for spatial and embodied AI, featuring fast multimodal data visualization and powerful query capabilities for robotics and AI applications.

• Freemium

AtScale provides an independent semantic layer that connects any data source to any AI or business intelligence tool, enabling secure, live data access, consistent metrics, and enhanced analytics performance.

• Freemium

LM Studio is a user-friendly desktop application that allows users to run various large language models (LLMs) locally and offline, including Llama 2, PN3, Falcon, Mistral, StarCoder, and GEMMA models from Hugging Face.

• Free

DataWars offers a project-based learning platform for data science and machine learning, featuring an AI assistant, interactive playgrounds, and skill assessments for effective hands-on experience.

• Freemium
• From 21$

Parea is a platform for testing, evaluating, and monitoring Large Language Model (LLM) applications, helping teams track experiments, collect human feedback, and deploy prompts confidently.

• Freemium
• From 150$

Streamoku provides one-click deployment and scalable hosting specifically designed for Streamlit applications, enabling data scientists to share their work without DevOps complexities.

• Freemium
• From 15$

MetricRule is an open-source tool offering granular monitoring for machine learning models in production, tracking performance, feature drifts, and data anomalies.

• Free

AIModels.fyi tracks and curates the latest AI papers, models, and tools, saving you time and keeping you informed of significant advancements.

• Free Trial
• From 9$

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

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

JigsawStack offers developers a suite of custom, specialized AI models via API, focusing on high accuracy, easy integration, and scalable infrastructure for tasks like web scraping, OCR, translation, and more.

• Freemium
• From 27$

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

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

Literal AI streamlines the development of LLM applications, offering tools for evaluation, prompt management, logging, monitoring, and more to build production-grade AI products.

• Freemium

Mozilla.ai is dedicated to making AI trustworthy, accessible, and open-source, providing tools for developers to integrate and innovate on responsible AI solutions.

• Free

NeuroCraft is a comprehensive neural network platform that enables users to design, train, and deploy machine learning models through an intuitive drag-and-drop interface.

• Freemium

EvalsOne is a platform for rapidly evaluating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) pipelines using various metrics.

• Freemium
• From 19$

Token Counter is a free online tool that converts text into tokens and estimates costs for various OpenAI models like GPT-4 and GPT-3.5, simplifying AI model usage and expense management.

• Free

Data Science Jobs is a specialized job board focused on AI, machine learning, data science, and deep learning roles. It connects job seekers with relevant opportunities in these fields.

• Free

spaCy is an open-source Python library for advanced Natural Language Processing (NLP). It's designed for production use, helping build real-world applications and extract insights efficiently.

• Free

OpenNN is an open-source C++ library for developing and implementing high-performance neural networks in machine learning projects.

• Free

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$

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

• Freemium

LangSearch is a Web Search API that offers natural language search and semantic reranking, providing clean and accurate context for LLM applications.

• Free

AgentRPC is a universal RPC layer designed to unify tools from multiple programming languages into a single interface for AI agents, enabling connectivity across networks, including private VPCs.

• Freemium
• From 20$

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

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

Arc53 provides tailored AI and machine learning solutions, specializing in NLP, computer vision, and predictive analytics to help businesses optimize operations, gain insights, and reduce costs.

• Contact for Pricing