Top AI tools for ML Engineer

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

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

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$

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

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

• 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

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

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

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

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

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

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

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

• 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

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$

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

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$

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

OpenRouter provides a unified interface for accessing and comparing various Large Language Models (LLMs), offering users the ability to find optimal models and pricing for their specific prompts.

• 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$

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

AgentOps is a comprehensive developer platform that enables testing, debugging, and deployment of AI agents with support for 400+ LLMs, Crews, and AI agent frameworks.

• Freemium
• From 40$

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

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

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

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$

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$

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

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$

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$

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

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

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$

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

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

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

• Contact for Pricing

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$

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$

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

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

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

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

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

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

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

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

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

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

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