Which board runs YOLOv8 fastest under 10 W?
Hailo-10H (M.2/PCIe, x86 host): 76.20 FPS (yolov8m, INT8 (Hailo quantized); grade D; undated). Next: Hailo-8 (M.2/PCIe, x86 host) 66.90 FPS; Hailo-8L (M.2/PCIe, x86 host) 50.70 FPS. Like-for-like group: medium (YOLO-m), batch 1.
| # | Platform | Result | Perf/W | Price | Grade · date | Source |
|---|---|---|---|---|---|---|
| 1 | Hailo-10H (M.2/PCIe, x86 host) | 76.20 FPS yolov8m · INT8 (Hailo quantized) | 30.48 spec | unknown | D undated | Hailo Model Zoo public models (Hailo-10H) |
| 2 | Hailo-8 (M.2/PCIe, x86 host) | 66.90 FPS yolov8m · INT8 (Hailo quantized) | 26.76 spec | unknown | D undated | Hailo Model Zoo public models (Hailo-8) |
| 3 | Hailo-8L (M.2/PCIe, x86 host) | 50.70 FPS yolov8m · INT8 (Hailo quantized) | 33.80 spec | unknown | D undated | Hailo Model Zoo public models (Hailo-8L) |
| 4 | Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox) | 1.78 FPS yolov8m · INT8 (VNNX) | unknown | unknown | D undated | Microchip VectorBlox SDK tutorial metrics |
Filters: task=object detection, model=yolov8, 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/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
- https://github.com/Microchip-Vectorblox/VectorBlox-SDK/blob/master/docs/tutorial_metrics_appendix.md
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.