Top AI tools for ML Engineer

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

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$

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

CHAI is an AI platform focused on developing conversational AI that is both factually accurate and engaging, serving over 1M daily active users with $10M in revenue.

• 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$

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

LiteLLM is a comprehensive LLM gateway solution that provides unified API management, authentication, load balancing, and spend tracking across multiple LLM providers including Azure OpenAI, Vertex AI, Bedrock, and OpenAI.

• 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$

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$

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

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

Novita AI is a comprehensive AI cloud platform offering model APIs, serverless solutions, and GPU instances for building and scaling AI applications with cost-effective, integrated solutions.

• Usage Based

SvectorDB is a cost-effective serverless vector database specifically designed for AWS that offers pay-per-use pricing and seamless scaling from prototype to production.

• Usage Based

H2O.ai is an end-to-end enterprise GenAI platform offering both predictive and generative AI capabilities for air-gapped, on-premises, or cloud VPC deployments, allowing organizations complete ownership of their data and prompts.

• Freemium

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

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

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

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$

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

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

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

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

• Contact for Pricing

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

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$

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

Perpetual ML Suite is an end-to-end, low-code/no-code machine learning solution that operates 100x faster than traditional solutions, designed specifically for modern data warehouses.

• Contact for Pricing

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$

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

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$

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$

Datature is a comprehensive MLOps platform that enables teams to annotate, train, and deploy computer vision models without code. It offers powerful tools for dataset management, AI-assisted annotation, model training, and scalable deployment.

• Freemium
• From 299$

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$

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

Outpost uses AI to connect users with tech professionals from various industries for expert advice on topics like design, engineering, sales, product development, and job searching. Pay per message or buy a package to ask unlimited questions.

• Usage Based

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$

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$

Decube is a unified data trust platform providing data observability, discovery, and governance, utilizing AI to ensure data quality and reliability for modern data stacks.

• Freemium

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

• Freemium

Fleak is a low-code, serverless platform that enables data teams to build and deploy scalable APIs for AI workflows, offering seamless integration with existing AI and data stacks without infrastructure management.

• Freemium
• From 29$

HoneyHive is a comprehensive platform that provides AI observability, evaluation, and prompt management tools to help teams build and monitor reliable AI applications.

• Freemium

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

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

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

AiPortalX is a comprehensive platform for discovering, comparing, and exploring AI models based on various criteria like task, domain, company, and country.

• Freemium
• From 15$

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

Transformer Lab is an open-source platform enabling researchers, ML engineers, and developers to collaboratively build, train, evaluate, and deploy AI models with features like provenance, reproducibility, and transparency.

• Free

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$

Lantern is a cloud-based vector database solution that extends Postgres with advanced vector search capabilities, embedding generation, and LLM integrations for AI applications.

• Freemium
• From 44$

TextLayer is an AI-powered research assistant that helps developers and tech professionals discover, understand, and implement the latest research papers and technological advancements.

• Freemium
• From 14$

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