Qualcomm vs SambaNova
Relationship
Qualcomm Cloud AI 100 Ultra 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 6 capabilities — Shares AI compute hardware, accelerator silicon and model inference.
Ludbee capability tags · from the product recordsShared product type — Both ship hardware.
Ludbee product recordsSmaller scale — SambaNova: $11B valuation, against Qualcomm's $174.9B market cap.
Ludbee scale figures · valuation, market cap or revenue estimateAligned comparison
Capability overlap
Shared · 3
Not verified for SambaNova · 3
Recorded for Qualcomm. SambaNova’s product records say nothing either way — a missing record is not a missing capability.
Not verified for Qualcomm · 1
Recorded for SambaNova. Qualcomm’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
Qualcomm
Hardware
A PCIe AI inference accelerator card with up to 870 TOPS INT8 and 128GB of memory, built for generative AI and LLM inference in the data centre.
Rack-scale data-centre inference accelerator carrying 768 GB of LPDDR per card, announced October 2025 with commercial availability expected in 2026.
A second-generation rack-scale AI inference platform using Qualcomm High Bandwidth Compute (HBC) Gen 1 for memory-bound agentic inference.
A third-generation rack-scale AI inference platform using Qualcomm High Bandwidth Compute (HBC) Gen 2 for hyperscale LLM and agentic deployments.
Embedded edge-AI processor in early access; part of Qualcomm's Dragonwing IQ2 series for IoT.
Embedded IoT/edge-AI processor family, distinct from the Dragonfly AI200/250/300 data-centre accelerator line; an IQ-9075 Evaluation Kit is purchasable through Qualcomm's developer hardware section.
Mobile and PC processor family whose on-device AI engine runs models locally on phones, laptops and cars.
A family of Snapdragon compute platforms for Windows PCs (X, X2 Elite, X2 Plus) sold on NPU-accelerated on-device AI performance.
SambaNova
Hardware
Reconfigurable Dataflow Unit accelerators designed to run large models at low latency.
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
Qualcomm sells these in a stack layer with no product recorded for SambaNova yet — nothing on the other side to compare them against.
Developer tool
A developer platform for optimising, benchmarking and deploying on-device AI models against 300+ pre-optimised models and 50+ real Qualcomm devices in the cloud.
Platform
A cloud and on-premises inference platform offering an SDK, OpenAI-compatible APIs and ready-made chat, RAG, image and code applications on top of Qualcomm's AI accelerators.
SambaNova sells these in a stack layer with no product recorded for Qualcomm yet — nothing on the other side to compare them against.
Infrastructure service
Full-stack AI system pairing SambaNova's RDU hardware with its serving software, deployed in a customer's own data centre.
Model API
Hosted inference service serving open-weight models on SambaNova's own RDU hardware, billed per token.