Task object detection · model-size class nano (YOLO-n) · batch 1 · 3 platforms · model filter "yolov8n" · form factor filter "M.2" (matches hw_class)
✓ Like-for-like: same model-size class and batch.
| Platform | Result | Model · precision · stack | Grade | Power | Price | Fit perf/power/budget | Source |
|---|---|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 1036 FPS throughput b=1 | yolov8n INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) | D | 2.50 W reported in result source — spec | unknown | – / – / – | Hailo Model Zoo public models (Hailo-8) |
| Hailo-10H (M.2/PCIe, x86 host) | 375 FPS throughput b=1 | yolov8n INT8 (Hailo quantized) · Hailo DFC v5.4.0 / HailoRT (model zoo) | D | 2.50 W reported in result source — spec | unknown | – / – / – | Hailo Model Zoo public models (Hailo-10H) |
| Hailo-8L (M.2/PCIe, x86 host) | 201 FPS throughput b=1 | yolov8n INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) | D | 1.50 W reported in result source — spec | unknown | – / – / – | Hailo Model Zoo public models (Hailo-8L) |
Confidence: A audited MLPerf closed, B documented third-party, C community, D vendor-published, E estimate. Unknown is never assumed. Other like-for-like groups: nano (YOLO-n) b1 (3); nano (YOLO-n) b8 (3)