BentoML vs. ClearML 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 ClearML is the leading open source MLOps and AI platform that helps data science, ML engineering, and DevOps teams easily develop, orchestrate, and automate ML workflows at scale. Our frictionless, unified, end-to-end MLOps suite enables users and customers to focus on developing their ML code and automation. ClearML is used by more than 1,300 enterprise customers to develop a highly repeatable process for their end-to-end AI model lifecycle, from product feature exploration to model deployment and monitoring in production. Use all of our modules for a complete ecosystem or plug in and play with the tools you have. ClearML is trusted by more than 150,000 forward-thinking Data Scientists, Data Engineers, ML Engineers, DevOps, Product Managers and business unit decision makers at leading Fortune 500 companies, enterprises, academia, and innovative start-ups worldwide within industries such as gaming, biotech , defense, healthcare, CPG, retail, financial services, among others.
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 Supported Mac Supported Linux Supported Cloud Supported On-Premises Not 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 Developers searching for machine learning, MLOPs, LLMOps and Generative AI tools
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Not 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 $15 Per seat, add - ons, support. Custom pricing - Enterprise Free Version 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 ClearML Founded: 2016 Israel clear.ml/
Alternatives Domino Enterprise AI Platform Domino Data Lab	Alternatives Azure Machine Learning Microsoft
NVIDIA Triton Inference Server NVIDIA	Gemini Enterprise Agent Platform Google
Azure Machine Learning Microsoft	Amazon SageMaker Amazon
Huawei Cloud ModelArts Huawei Cloud	neptune.ai
Amazon SageMaker Amazon View All	Domino Enterprise AI Platform Domino Data Lab View All
Categories AI Development Supported AI Infrastructure Supported Machine Learning Supported ML Model Deployment Supported	Categories AI Development Supported AI Infrastructure Supported Data Engineering Supported Deep Learning Supported DevOps Supported Machine Learning Supported ML Experiment Tracking Supported Virtual Machine Supported
	Machine Learning Features Deep Learning Supported ML Algorithm Library Not Supported Model Training Supported Natural Language Processing (NLP) Supported Predictive Modeling Supported Statistical / Mathematical Tools Supported Templates Supported Visualization Supported Show More Features Deep Learning Features Convolutional Neural Networks Supported Document Classification Supported Image Segmentation Supported ML Algorithm Library Supported Model Training Supported Neural Network Modeling Supported Self-Learning Supported Visualization Supported DevOps Features Approval Workflow Not Supported Dashboard Supported KPIs Not Supported Policy Management Supported Portfolio Management Not Supported Prioritization Supported Release Management Supported Timeline Management Not Supported Troubleshooting Reports Not Supported Virtual Machine Features Backup Management Supported Graphical User Interface Supported Remote Control Supported VDI Supported Virtual Machine Encryption Supported Virtual Machine Migration Not Supported Virtual Machine Monitoring Supported Virtual Server Supported
Integrations Kubernetes Supported AWS Lambda Supported Amazon EC2 Supported Amazon SageMaker Supported Amazon Web Services (AWS) Supported Apache Airflow Supported Apache Spark Supported Azure Container Registry Supported Azure Functions Supported Google Cloud Run Supported Google Compute Engine Supported Grafana Cloud Supported H2O.ai Supported Heroku Supported Keras Supported NVIDIA DRIVE Supported Prometheus Supported PyTorch Supported TensorFlow Supported ZenML Supported Show More Integrations View All 23 Integrations	Integrations Kubernetes Supported AWS Lambda Not Supported Amazon EC2 Not Supported Amazon SageMaker Not Supported Amazon Web Services (AWS) Not Supported Apache Airflow Not Supported Apache Spark Not Supported Azure Container Registry Not Supported Azure Functions Not Supported Google Cloud Run Not Supported Google Compute Engine Not Supported Grafana Cloud Not Supported H2O.ai Not Supported Heroku Not Supported Keras Not Supported NVIDIA DRIVE Not Supported Prometheus Not Supported PyTorch Not Supported TensorFlow Not Supported ZenML Not Supported Show More Integrations View All 1 Integration
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