Hailo Technologies vs Qualcomm
Relationship
Hailo-10H and Qualcomm Dragonwing IQ9 Series do comparable work on AI compute hardware; Hailo Technologies is acquired, with no independent scale.
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 capabilities — Shares AI compute hardware, accelerator silicon and model inference.
Ludbee capability tags · from the product recordsShared product type — Both ship developer tool and hardware.
Ludbee product recordsAligned comparison
Capability overlap
Shared · 3
Not verified for Qualcomm · 1
Recorded for Hailo Technologies. Qualcomm’s product records say nothing either way — a missing record is not a missing capability.
Not verified for Hailo Technologies · 3
Recorded for Qualcomm. Hailo Technologies’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
Hailo Technologies
Developer tool
Compiler, runtime and model zoo that convert a trained model to run on Hailo silicon.
Hardware
Edge AI processors that run vision and language models on the device rather than in a data centre.
Edge AI accelerator for on-device generative AI (LLM/VLM), 40 TOPS INT4, industrial and automotive grades available.
Edge AI accelerator chip (26 TOPS) with fully integrated on-die memory, requiring no external DRAM.
Qualcomm
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.
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 Hailo Technologies yet — nothing on the other side to compare them against.
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.