Horizon Robotics vs SambaNova

Horizon Robotics — Hardware · Public · $8.8B mkt cap · 4 of 5 figures sourced  |  SambaNova — Hardware · Private · $11B valuation · 4 of 4 figures sourced

Relationship

Journey 6 Series and SambaRack do comparable work on AI compute hardware and accelerator silicon; both also serve buyers who need to buy data-centre AI compute; similar 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 4 capabilitiesShared product type

3 of 4 capabilities — Shares AI compute hardware, accelerator silicon and model inference.

Ludbee capability tags · from the product records

Shared product type — Both ship hardware.

Ludbee product records

Aligned comparison

FieldHorizon RoboticsSambaNova
Size$8.8B mkt cap$11B valuation different basis
Employees2,391425 SambaNova has 5.6× fewer
Founded20152017 2 yrs later
StatusPublicPrivate
CategoryHardwareHardware match
Stack layerHardware, PlatformHardware, Infrastructure service, Model API
HeadquartersBeijing, ChinaSan Jose, USA

Capability overlap

Shared · 3

Accelerator siliconAI compute hardwareModel inference

Not verified for SambaNova · 1

Autonomous driving

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

Not verified for Horizon Robotics · 1

Server systems

Recorded for SambaNova. Horizon Robotics’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

Horizon Robotics

Hardware

Horizon MonoHardware

Horizon Robotics' family of production ADAS smart-camera products, spanning Mono 2, Mono 3 and Mono 6, that bundle camera hardware with Horizon's perception software on Journey-series processors.

JourneyHardware

The Journey line of automotive AI compute, spanning four generations from J2 (2019, 4 TOPS) to J6 (2024, 10-560 TOPS), sold to carmakers and tier-one suppliers.

Journey 6 SeriesHardware

Horizon Robotics' current generation of automotive AI compute hardware, spanning the J6B, J6E, J6M and J6P variants from entry-level active safety at 10+ TOPS to full-scenario assisted driving at 560 TOPS.

SambaNova

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

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

Platform

Horizon SuperDrivePlatform

End-to-end urban assisted-driving system that runs on Horizon's Journey 6 processors.

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

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.

Model API

SambaCloudModel API

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

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