Intel vs SambaNova

Intel — Hardware · Public · $463.7B mkt cap · 4 of 4 figures sourced  |  SambaNova — Hardware · Private · $11B valuation · 4 of 4 figures sourced

Relationship

Intel Gaudi AI Accelerator and SambaNova RDU do comparable work on accelerator silicon; both also serve buyers who need to buy data-centre AI compute; smaller scale (private).

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

3 of 9 capabilitiesShared product typeSmaller scale

3 of 9 capabilities — Shares AI compute hardware, accelerator silicon and model inference.

Ludbee capability tags · from the product records

Shared product type — Both ship hardware and infrastructure service.

Ludbee product records

Smaller scale — SambaNova: $11B valuation, against Intel's $463.7B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldIntelSambaNova
Size$463.7B mkt cap$11B valuation different basis
Employees85,100425 SambaNova has 200× fewer
Founded19682017 49 yrs later
StatusPublicPrivate
CategoryHardwareHardware match
Stack layerApplication, Developer tool, Hardware, Infrastructure service, PlatformHardware, Infrastructure service, Model API
HeadquartersSanta Clara, USASan Jose, USA

Capability overlap

Shared · 3

Accelerator siliconAI compute hardwareModel inference

Not verified for SambaNova · 6

Data labellingGPU cloudImage generationModel trainingText generationVideo generation

Recorded for Intel. SambaNova’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Intel · 1

Server systems

Recorded for SambaNova. Intel’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

Intel

Infrastructure service

Intel Tiber AI CloudInfrastructure service

Cloud platform offering pay-as-you-go bare-metal and virtual access to Intel Gaudi accelerators, Max Series GPUs and Xeon CPUs for AI training and inference.

Hardware

Intel Gaudi AI AcceleratorHardware

AI training and inference accelerator sold as PCIe cards and OEM systems.

SambaNova

Infrastructure service

SambaStackInfrastructure service

Full-stack AI system pairing SambaNova's RDU hardware with its serving software, deployed in a customer's own data centre.

Hardware

SambaNova RDUHardware

Reconfigurable Dataflow Unit accelerators designed to run large models at low latency.

SambaRackHardware

Air-cooled, rack-scale AI inference hardware system integrating 16 SN50 RDU chips per rack (scalable across multiple racks); accessed via on-premises deployment, SambaCloud, or contact-sales for enterprise/government deployments.

No counterpart

Intel sells these in a stack layer with no product recorded for SambaNova yet — nothing on the other side to compare them against.

Application

Intel AI PlaygroundApplication

Free local generative-AI desktop app for Intel AI PCs offering offline chat, image generation and editing, and video generation using open models.

Developer tool

Intel Neural CompressorDeveloper tool

Open-source Python library that automates model quantization, pruning and distillation across PyTorch, TensorFlow and ONNX Runtime to speed inference on Intel hardware.

OpenVINO toolkitDeveloper tool

Open-source toolkit that optimises and runs trained models across Intel CPUs, GPUs and NPUs.

Platform

Intel GetiPlatform

Computer-vision development platform providing AI-assisted annotation, active learning and model training for classification, detection and segmentation.

SambaNova sells these in a stack layer with no product recorded for Intel yet — nothing on the other side to compare them against.

Model API

SambaCloudModel API

Hosted inference service serving open-weight models on SambaNova's own RDU hardware, billed per token.

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