Top AI tools for ML Engineer

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$

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

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$

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$

Spice.ai is an enterprise-grade platform that provides composable, ready-to-use data and AI infrastructure, offering SQL query capabilities, vector search, and model serving in a single AI backend-as-a-service.

• Contact for Pricing

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

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$

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

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

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

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$

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

• Freemium

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

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

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$

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

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$

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$

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

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

• Contact for Pricing

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

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$

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$

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

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

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

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

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

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

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$

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

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

• Freemium
• From 50$

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

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

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

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

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

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

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

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

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

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$

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$

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$

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

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$

Flexor is a SQL-first platform that transforms textual data into structured, LLM-ready formats. It simplifies unstructured data preparation, ensuring accuracy, scalability, and governance.

• Contact for Pricing

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

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