BentoML vs. Datatron Comparison


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About Serve your ML model in any cloud in minutes. Unified model packaging format enabling both online and offline serving on any platform. 100x the throughput of your regular flask-based model server, thanks to our advanced micro-batching mechanism. Deliver high-quality prediction services that speak the DevOps language and integrate perfectly with common infrastructure tools. Unified format for deployment. High-performance model serving. DevOps best practices baked in. The service uses the BERT model trained with the TensorFlow framework to predict movie reviews' sentiment. DevOps-free BentoML workflow, from prediction service registry, deployment automation, to endpoint monitoring, all configured automatically for your team. A solid foundation for running serious ML workloads in production. Keep all your team's models, deployments, and changes highly visible and control access via SSO, RBAC, client authentication, and auditing logs.	About Datatron offers tools and features built from scratch, specifically to make machine learning in production work for you. Most teams discover that there’s more to just deploying models, which is already a very manual and time-consuming task. Datatron offers single model governance and management platform for all of your ML, AI, and Data Science models in production. We help you automate, optimize, and accelerate your ML models to ensure that they are running smoothly and efficiently in production. Data Scientists use a variety of frameworks to build the best models. We support anything you’d build a model with ( e.g. TensorFlow, H2O, Scikit-Learn, and SAS ). Explore models built and uploaded by your data science team, all from one centralized repository. Create a scalable model deployment in just a few clicks. Deploy models built using any language or framework. Make better decisions based on your model performance.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Companies, professionals and developers in search of a solution to simplify model deployment	Audience Enterprises in search of a solution to automate and accelerate the management of their ML processes
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information BentoML United States www.bentoml.com	Company Information Datatron Founded: 2016 United States www.datatron.com/platform/
Alternatives Domino Enterprise AI Platform Domino Data Lab	Alternatives IBM Watson Studio IBM
NVIDIA Triton Inference Server NVIDIA	Azure Machine Learning Microsoft
Azure Machine Learning Microsoft	scikit-learn
Huawei Cloud ModelArts Huawei Cloud	Keepsake Replicate
Amazon SageMaker Amazon View All	Fairly View All
Categories AI Development Supported AI Infrastructure Supported Machine Learning Supported ML Model Deployment Supported	Categories AI Governance Supported Machine Learning Supported Model Risk Management Supported

Integrations Amazon Web Services (AWS) Supported H2O.ai Supported TensorFlow Supported AWS Lambda Supported Amazon EC2 Supported Amazon SageMaker Supported Azure Functions Supported Docker Supported Google Cloud Platform Not Supported Google Compute Engine Supported Grafana Cloud Supported Hadoop Not Supported Heroku Supported Kubernetes Supported Microsoft Azure Not Supported MySQL Not Supported NVIDIA DRIVE Supported PyTorch Supported Swagger Supported Wipro Promax Not Supported Show More Integrations View All 23 Integrations	Integrations Amazon Web Services (AWS) Supported H2O.ai Supported TensorFlow Supported AWS Lambda Not Supported Amazon EC2 Not Supported Amazon SageMaker Not Supported Azure Functions Not Supported Docker Not Supported Google Cloud Platform Supported Google Compute Engine Not Supported Grafana Cloud Not Supported Hadoop Supported Heroku Not Supported Kubernetes Not Supported Microsoft Azure Supported MySQL Supported NVIDIA DRIVE Not Supported PyTorch Not Supported Swagger Not Supported Wipro Promax Supported Show More Integrations View All 12 Integrations
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