Top AI tools for ML Engineer

Substrate is a comprehensive platform for agentic AI that provides optimized models, vector database, code interpreter, and model router capabilities. It features the only compute engine specifically designed for multi-step AI workloads.

• Freemium
• From 30$

Intuition Machines provides privacy-preserving AI platforms and research solutions, specializing in security ML and visual domain machine learning for enterprise-scale applications.

• Contact for Pricing

Bakery allows AI startups, ML engineers, and researchers to easily fine-tune and monetize their AI models. Explore and use various open-source or proprietary models.

• Other

Superwise provides comprehensive ML observability to monitor, analyze, and maintain the health of machine learning models in production.

• Freemium

Tryolabs is an AI consulting partner that helps businesses leverage data to unlock tangible value through tailored AI and data solutions.

• Contact for Pricing

Neurond specializes in AI and machine learning solutions, offering services in AI development, data science, business intelligence, and data engineering to optimize business processes.

• Contact for Pricing

Neptune is a scalable experiment tracker designed for monitoring, debugging, and visualizing thousands of per-layer metrics in foundation model training.

• Freemium
• From 50$

Craft AI provides a platform for businesses to rapidly develop, deploy, and manage high-performance, secure AI applications, including a dedicated generative AI chatbot.

• Contact for Pricing

Zoo provides modern infrastructure and tools for hardware design, leveraging GPU power, ML, and APIs to accelerate development and reduce costs. It offers tools like a Modeling App, Text-to-CAD, and a Diff Viewer.

• Freemium

JobJotAI is an AI-powered platform that helps job seekers create ATS-optimized resumes to increase their chances of landing interviews. It offers industry-specific keyword suggestions and real-time feedback for improved resume effectiveness.

• Usage Based
• From 15$

Laminar is an open-source platform that enables developers to trace, evaluate, label, and analyze Large Language Model (LLM) applications with minimal code integration.

• Freemium
• From 25$

Outspeed provides networking and inference infrastructure for building fast, real-time voice and video AI applications, offering developers comprehensive tools for low-latency AI-driven interactions.

• Freemium

ClearML is an open-source platform designed to accelerate the development and deployment of AI/ML and LLM models at scale, offering a complete solution for developers.

• Freemium
• From 15$

TrainKore is an AI prompt management and optimization platform that offers automatic prompt generation, model switching, and evaluation capabilities across multiple LLM providers, helping businesses reduce costs by up to 85%.

• Paid
• From 7$

Union.ai offers a comprehensive platform designed for seamless AI product development, integrating engineering, operations, and data science for efficient and cost-effective solutions.

• Freemium

Hydra is an AI toolkit for product teams, enabling rapid experimentation across the user journey to boost engagement, conversion, and growth.

• Contact for Pricing

Nyckel is a platform that enables rapid development and deployment of custom machine learning models with high accuracy and security, requiring no advanced ML expertise.

• Contact for Pricing

Ploomber is a deployment platform that enables easy deployment of data applications with enterprise-grade features including authentication, custom domains, and auto-scaling capabilities.

• Freemium
• From 20$

Instill Core is a source-available full-stack AI solution that streamlines data operations and transforms unstructured data into AI-ready formats, enabling efficient RAG (Retrieval-Augmented Generation) implementations with just one line of code.

• Freemium
• From 30$

Fifi.ai is a cloud platform that enables businesses to deploy, run, and scale open-source AI models with dedicated servers and comprehensive API integration capabilities.

• Contact for Pricing

BigML is a comprehensive Machine Learning platform designed to simplify and automate tasks like classification, regression, time series forecasting, and more. It offers an accessible interface for building and deploying ML models.

• Freemium

Keywords AI is a comprehensive developer platform for LLM applications, offering monitoring, debugging, and deployment tools. It serves as a Datadog-like solution specifically designed for LLM applications.

• Freemium
• From 7$

MOSTLY AI is an enterprise-grade synthetic data generation platform that leverages GenAI to create privacy-safe, high-quality synthetic datasets for data sharing, AI/ML development, and analytics.

• Usage Based
• From 3$

Practicus AI is a comprehensive platform for building and deploying generative AI models and data intelligence solutions. It offers a unified environment for data science, analytics, and observability, with deployment options across cloud, on-premises, and air-gapped networks.

• Freemium

Deployo is an enterprise-grade AI deployment platform that offers one-click deployment, AI-driven optimization, and real-time monitoring for seamless model management across any cloud infrastructure.

• Freemium
• From 89$

Predibase is a comprehensive platform for fine-tuning and serving small language models, offering GPT-4 quality performance at significantly lower costs through advanced optimization techniques and efficient serving infrastructure.

• Usage Based

Nexa AI is an on-device Generative AI development platform enabling businesses and developers to build and deploy high-performance, optimized AI applications locally across any hardware.

• Contact for Pricing

HyperSense AI is an enterprise-grade platform designed to democratize AI, enabling businesses to rapidly ideate, create, operationalize, and innovate with Explainable AI (XAI) models and MLOps.

• Free Trial

AI Studio is a comprehensive MLOps platform that provides enterprise-level tools for machine learning governance, monitoring, and deployment. It enables companies to streamline their ML operations with real-time insights and automated workflows.

• Freemium

Hamming is an end-to-end platform for testing, optimizing, and analyzing AI voice agents, offering automated testing with simulated users, prompt management, and production call analytics.

• Contact for Pricing

Evidently AI is a comprehensive AI observability platform that helps teams evaluate, test, and monitor LLM and ML models in production, offering data drift detection, quality assessment, and performance monitoring capabilities.

• Freemium
• From 50$

Baseplate is a comprehensive platform that enables teams to build AI applications with seamless data integration, embedding, and retrieval capabilities. It offers unified hybrid database management and multimodal LLM response functionality.

• Contact for Pricing

Denvr Cloud is a comprehensive cloud platform offering on-demand and dedicated accelerated computing solutions for AI inference and training, featuring state-of-the-art NVIDIA GPUs and Intel AI accelerators.

• Usage Based

Build Club is a training platform that connects AI learners with real-world projects, offering paid challenges, certifications, and learning opportunities from leading AI companies.

• Free

NomadicML is an enterprise-grade platform that provides domain-specific video insights and real-time intelligence through advanced AI analysis.

• Contact for Pricing

DigitalOcean delivers scalable cloud computing solutions and AI tools, making it easy for developers and businesses to build, deploy, and manage applications with predictable pricing.

• Usage Based
• From 4$

iNeuron offers a comprehensive learning ecosystem with a wide range of tech courses, job portal, and virtual lab access designed to help individuals achieve their career goals.

• Other

Latent AI's Efficient Inference Platform (LEIP) is an enterprise AI solution that enables efficient development and deployment of machine learning models at the edge, reducing cloud dependency and operational costs.

• Contact for Pricing

Klu is an all-in-one LLM App Platform that enables teams to experiment, version, and fine-tune GPT-4 Apps with collaborative prompt engineering and comprehensive evaluation tools.

• Freemium
• From 30$

Encord is a comprehensive data development platform for visual and multimodal AI, enabling teams to manage, curate, and label various data types including image, video, audio, and documents for AI model training and evaluation.

• Contact for Pricing

Avian API is an enterprise-grade language model inference platform offering state-of-the-art LLMs with superior speed and competitive pricing, powered by Meta's Llama models and Nvidia H200 SXM technology.

• Usage Based
• From 3$

Lepton AI is a cloud-native platform offering cutting-edge AI inference and training with high-performance GPU infrastructure, achieving 99.5% uptime and processing billions of tokens daily.

• Freemium

Qualcomm AI Hub is a comprehensive platform for deploying and optimizing AI models on Qualcomm devices, offering seamless integration with various runtimes and support for multiple industries including mobile, compute, automotive, and IoT.

• Contact for Pricing

Distributional is an enterprise platform for AI testing, designed to give teams confidence in the reliability of their AI and ML applications. It offers a proactive approach to mitigate the risks associated with unpredictable AI systems.

• Contact for Pricing

Portkey is a comprehensive AI operations platform offering AI Gateway, Guardrails, and Observability Suite to help teams deploy reliable, cost-efficient, and fast AI applications.

• Freemium
• From 49$

Substratus provides enterprise-grade AI infrastructure solutions with a focus on privacy, security, and control, enabling organizations to run AI models on their own infrastructure.

• Contact for Pricing

PaperClip is a browser extension that helps researchers and AI enthusiasts memorize and organize details from machine learning, computer vision, and NLP research papers with complete privacy through local storage.

• Free

Yadget is a comprehensive synthetic data generation tool that helps creators generate large volumes of test data for ML, AI, SQL, Crypto, Fintech, and Payment projects.

• Freemium

Prompt Inspector is an AI-powered analytics platform that helps businesses analyze and optimize their AI prompts through user behavior tracking, pattern analysis, and comprehensive reporting capabilities.

• Paid
• From 12$

Codemia is an interactive learning platform utilizing AI to help users practice and master system design, object-oriented design, and ML system design for technical interviews.

• Freemium