KServe vs. Seldon Comparison


KServe	Seldon Seldon Technologies	+	+
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About Highly scalable and standards-based model inference platform on Kubernetes for trusted AI. KServe is a standard model inference platform on Kubernetes, built for highly scalable use cases. Provides performant, standardized inference protocol across ML frameworks. Support modern serverless inference workload with autoscaling including a scale to zero on GPU. Provides high scalability, density packing, and intelligent routing using ModelMesh. Simple and pluggable production serving for production ML serving including prediction, pre/post-processing, monitoring, and explainability. Advanced deployments with the canary rollout, experiments, ensembles, and transformers. ModelMesh is designed for high-scale, high-density, and frequently-changing model use cases. ModelMesh intelligently loads and unloads AI models to and from memory to strike an intelligent trade-off between responsiveness to users and computational footprint.	About Deploy machine learning models at scale with more accuracy. Turn R&D into ROI with more models into production at scale, faster, with increased accuracy. Seldon reduces time-to-value so models can get to work faster. Scale with confidence and minimize risk through interpretable results and transparent model performance. Seldon Deploy reduces the time to production by providing production grade inference servers optimized for popular ML framework or custom language wrappers to fit your use cases. Seldon Core Enterprise provides access to cutting-edge, globally tested and trusted open source MLOps software with the reassurance of enterprise-level support. Seldon Core Enterprise is for organizations requiring: - Coverage across any number of ML models deployed plus unlimited users - Additional assurances for models in staging and production - Confidence that their ML model deployments are supported and protected.
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 Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers and professionals searching for a model inference platform on Kubernetes	Audience MLOps teams that want to deploy machine learning models at scale with more accuracy
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 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 No information available. Free Version Supported Free Trial Not 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 Not Supported Live Online Not Supported In Person Not Supported
Company Information KServe kserve.github.io/website/latest/	Company Information Seldon Technologies Founded: 2014 United Kingdom www.seldon.io
Alternatives NVIDIA Triton Inference Server NVIDIA	Alternatives BentoML
Nebius Token Factory Nebius	Datatron
Baseten	KServe
Runpod	NVIDIA Triton Inference Server NVIDIA
Intel Open Edge Platform Intel View All	Gemini Enterprise Agent Platform Google View All
Categories AI Inference Supported Machine Learning Supported ML Model Deployment Supported	Categories AI Inference Supported Artificial Intelligence Supported Machine Learning Supported ML Model Deployment Supported

Integrations ZenML Supported Apolo Not Supported Bloomberg Supported Comet Not Supported Determined AI Not Supported Docker Supported Feast Not Supported Gojek Supported IBM Cloud Supported Kubeflow Supported Kubernetes Supported NAVER Supported NVIDIA DRIVE Supported Tecton Not Supported Zillow Supported vLLM Supported Show More Integrations View All 12 Integrations	Integrations ZenML Supported Apolo Supported Bloomberg Not Supported Comet Supported Determined AI Supported Docker Not Supported Feast Supported Gojek Not Supported IBM Cloud Not Supported Kubeflow Not Supported Kubernetes Not Supported NAVER Not Supported NVIDIA DRIVE Not Supported Tecton Supported Zillow Not Supported vLLM Not Supported Show More Integrations View All 6 Integrations
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