NVIDIA Triton Inference Server vs. Seldon Comparison


NVIDIA Triton Inference Server NVIDIA	Seldon Seldon Technologies	+	+
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About NVIDIA Triton™ inference server delivers fast and scalable AI in production. Open-source inference serving software, Triton inference server streamlines AI inference by enabling teams deploy trained AI models from any framework (TensorFlow, NVIDIA TensorRT®, PyTorch, ONNX, XGBoost, Python, custom and more on any GPU- or CPU-based infrastructure (cloud, data center, or edge). Triton runs models concurrently on GPUs to maximize throughput and utilization, supports x86 and ARM CPU-based inferencing, and offers features like dynamic batching, model analyzer, model ensemble, and audio streaming. Triton helps developers deliver high-performance inference aTriton integrates with Kubernetes for orchestration and scaling, exports Prometheus metrics for monitoring, supports live model updates, and can be used in all major public cloud machine learning (ML) and managed Kubernetes platforms. Triton helps standardize model deployment in production.	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 companies searching for an inference server solution to improve AI production	Audience MLOps teams that want to deploy machine learning models at scale with more accuracy
Support Phone Support 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 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 Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information NVIDIA United States developer.nvidia.com/nvidia-triton-inference-server	Company Information Seldon Technologies Founded: 2014 United Kingdom www.seldon.io
Alternatives Modular	Alternatives BentoML
NVIDIA NIM NVIDIA	Datatron
FauxPilot	KServe
NVIDIA TensorRT NVIDIA	NVIDIA Triton Inference Server NVIDIA
Amazon EC2 Inf1 Instances Amazon View All	Gemini Enterprise Agent Platform Google View All
Categories AI Inference Supported AI Infrastructure Supported Artificial Intelligence Supported Machine Learning Supported ML Model Deployment Supported	Categories AI Inference Supported Artificial Intelligence Supported Machine Learning Supported ML Model Deployment Supported

Integrations Alibaba CloudAP Supported Amazon EKS Supported Amazon Elastic Container Service (Amazon ECS) Supported Apolo Not Supported Azure Kubernetes Service (AKS) Supported Azure Machine Learning Supported Comet Not Supported FauxPilot Supported Gemini Enterprise Agent Platform Supported Google Kubernetes Engine (GKE) Supported HPE Ezmeral Supported Kubernetes Supported LiteLLM Supported NVIDIA DeepStream SDK Supported NVIDIA Morpheus Supported Prometheus Supported Tecton Not Supported Tencent Cloud Supported TensorFlow Supported Thunder Compute Supported Show More Integrations View All 20 Integrations	Integrations Alibaba CloudAP Not Supported Amazon EKS Not Supported Amazon Elastic Container Service (Amazon ECS) Not Supported Apolo Supported Azure Kubernetes Service (AKS) Not Supported Azure Machine Learning Not Supported Comet Supported FauxPilot Not Supported Gemini Enterprise Agent Platform Not Supported Google Kubernetes Engine (GKE) Not Supported HPE Ezmeral Not Supported Kubernetes Not Supported LiteLLM Not Supported NVIDIA DeepStream SDK Not Supported NVIDIA Morpheus Not Supported Prometheus Not Supported Tecton Supported Tencent Cloud Not Supported TensorFlow Not Supported Thunder Compute Not Supported Show More Integrations View All 6 Integrations
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