Arm Holdings vs Qualcomm
Relationship
Arm Neoverse CSS N4 and Qualcomm Dragonwing IQ9 Series do comparable work on AI compute hardware; both also serve buyers who need to source custom AI silicon; same layer and the same scale band (large-cap).
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 recordsSame scale band — Both large-cap.
Ludbee scale bands · from valuation and funding figuresAligned comparison
Capability overlap
Shared · 3
Not verified for Qualcomm · 3
Recorded for Arm Holdings. Qualcomm’s product records say nothing either way — a missing record is not a missing capability.
Not verified for Arm Holdings · 3
Recorded for Qualcomm. Arm Holdings’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
Arm Holdings
Hardware
Arm's first self-designed, TSMC-manufactured production CPU — up to 136 Neoverse V3 cores on 3nm — built for sustained agentic-AI data-centre workloads and co-developed with lead customer Meta.
Arm's second-generation mobile compute subsystem — the C2 CPU cluster (C2-Ultra, C2-Pro) with SME2 for on-device agentic AI — positioned by Arm against "the previous generation Arm (Lumex) reference platform".
A licensable microNPU IP core that adds on-device ML inference to area- and power-constrained embedded and IoT designs paired with Cortex-M processors.
A licensable microNPU IP core delivering roughly double the on-device inference performance of Ethos-U55, for Cortex-A, Cortex-R and Neoverse-based edge systems.
Neural processing unit designs licensed to chip makers for running models on edge and mobile devices.
Arm's AI-first mobile Compute Subsystem, a licensable CPU, GPU and system-IP bundle for on-device generative AI, shipping in the vivo X300 and OPPO Find X9.
CPU designs licensed to chip makers for servers and data-centre silicon, including the host processors in AI systems.
A configurable, pre-validated compute subsystem built on Neoverse N4 cores (8–128 cores per die, Armv9.3, up to 3.8 GHz on 3 nm) with integrated system IP, delivered to partners as RTL for agentic-infrastructure silicon.
A licensable physical-AI Compute Subsystem combining Cortex-A and Cortex-R processors with system IP for safety-relevant AI-defined vehicle and robotics SoCs.
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.
No counterpart
Qualcomm sells these in a stack layer with no product recorded for Arm Holdings 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.