Top AI tools for ML Engineer

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$

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

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

• 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$

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$

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$

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

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

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$

Wherobots is a comprehensive spatial data platform that combines ETL, analytics, and AI capabilities for processing geospatial data at scale, created by the original developers of Apache Sedona.

• 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

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$

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

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

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

Vantage Discovery is an AI-powered SaaS platform that enhances ecommerce through intelligent search, personalized recommendations, and a focus on increased conversions and customer lifetime value.

• Contact for Pricing

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

• Contact for Pricing

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

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$

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

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

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$

A platform offering pre-configured machine learning API endpoints for text and image processing, allowing developers to deploy and integrate AI models without extensive ML expertise.

• Freemium
• From 50$

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$

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

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$

Kotai Electronics offers AI-driven solutions for road safety and productivity, specializing in ITMS infrastructures, factory safety, computer vision, and ANPR software.

• Contact for Pricing

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

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

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

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$

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

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$

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$

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

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

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

• Contact for Pricing

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$

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

Tecton is an AI data platform that helps teams turn structured and unstructured data into AI context for better models, automating data pipelines and reducing time to production by 80%.

• Contact for Pricing

CognitivessAI offers TUD-1, a next-generation AI model, to transform business operations with intelligent automation, advanced analytics, and custom neural architectures.

• Contact for Pricing

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

sizeless accelerates the development cycle of ML models, offering automated deployment, testing, and benchmarking. It's designed for ML engineers, researchers, and academics to streamline their workflow and improve model performance.

• Contact for Pricing

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$

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

GreenNode provides comprehensive AI-ready infrastructure and applications built on NVIDIA GPU technology, offering customizable GPU instances with a focus on high performance and cost efficiency.

• Usage Based

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$

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

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

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

• Freemium