Which board is fastest for image classification under 10 W?
Qualcomm Snapdragon X2 Elite (CRD): 3953 FPS (mobilenet_v2, w8a16; grade D; 2026 (year only)). Next: Hailo-10H (M.2/PCIe, x86 host) 2798 FPS; Hailo-8 (M.2/PCIe, x86 host) 2597 FPS. Like-for-like group: mobile-class CNN, batch 1.
| # | Platform | Result | Perf/W | Price | Grade · date | Source |
|---|---|---|---|---|---|---|
| 1 | Qualcomm Snapdragon X2 Elite (CRD) | 3953 FPS mobilenet_v2 · w8a16 | unknown | unknown | D 2026 (year only) | Qualcomm AI Hub Models perf.yaml (BSD-3) |
| 2 | Hailo-10H (M.2/PCIe, x86 host) | 2798 FPS mobilenet_v2_1.0 · INT8 (Hailo quantized) | 1119 spec | unknown | D undated | Hailo Model Zoo public models (Hailo-10H) |
| 3 | Hailo-8 (M.2/PCIe, x86 host) | 2597 FPS mobilenet_v2_1.0 · INT8 (Hailo quantized) | 1039 spec | unknown | D undated | Hailo Model Zoo public models (Hailo-8) |
| 4 | Hailo-8L (M.2/PCIe, x86 host) | 1738 FPS mobilenet_v2_1.0 · INT8 (Hailo quantized) | 1159 spec | unknown | D undated | Hailo Model Zoo public models (Hailo-8L) |
| 5 | Qualcomm Snapdragon X Elite (CRD) | 2203 FPS mobilenet_v2 · w8a8 | unknown | unknown | D 2026 (year only) | Qualcomm AI Hub Models perf.yaml (BSD-3) |
Filters: task=image classification, power=10. Ranking: boards that meet every known target, then headroom and perf/W; unknown power or price is not penalised. Open in /find · JSON
Sources
- https://github.com/qualcomm/ai-hub-models/tree/main/src/qai_hub_models/models/mobilenet_v2
- https://github.com/hailo-ai/hailo_model_zoo/tree/v5.4.0/docs/public_models/HAILO10H
- https://github.com/hailo-ai/hailo_model_zoo/tree/v2.20.0/docs/public_models/HAILO8
- https://github.com/hailo-ai/hailo_model_zoo/tree/v2.20.0/docs/public_models/HAILO8L
Generated 2026-10-16 from HWBench data only. All answers · Submit a result
Machine-readable: /find.json (see llms.txt); full tables are in “Show data”. Confidence grades: A audited MLPerf closed · B documented third-party · C community · D vendor-published · E estimate. Unknown values are shown as unknown, never estimated. Generated 2026-10-16 from public sources.