Hailo-8 (M.2/PCIe, x86 host) vs Hailo-8L (M.2/PCIe, x86 host)
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Hailo-8 (M.2/PCIe, x86 host) is faster in all 32 like-for-like comparisons (largest gap: image classification, 9.94×).
| Hailo-8 (M.2/PCIe, x86 host) | Hailo-8L (M.2/PCIe, x86 host) | |
|---|---|---|
| Best object detection | 1036 FPS D 2026-10-15 (page last edited) | 437 FPS D 2026-10-15 (page last edited) |
| Power | 2.50 W spec | 1.50 W spec |
| Perf / W | 414 FPS/W spec | 291 FPS/W spec |
| Price | n/a | n/a |
| Workloads with data | 6 of 7 | 6 of 7 |
Best published object detection result per platform (may be from different like-for-like groups — see data). n/a = not published; never estimated.
Show data — all workloads, sources and like-for-like groups
object detection
✓ Like-for-like: model-size class nano (YOLO-n), batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | 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) · nano (YOLO-n) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 201 FPS throughput · b=1 | yolov8n INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · nano (YOLO-n) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class nano (YOLO-n), batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 1036 FPS throughput · b=8 | yolov8n INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · nano (YOLO-n) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 437 FPS throughput · b=8 | yolov8n INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · nano (YOLO-n) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class small (YOLO-s), batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 633 FPS throughput · b=1 | yolov5s_wo_spp INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 137 FPS throughput · b=1 | yolov5s_wo_spp INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class small (YOLO-s), batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 633 FPS throughput · b=8 | yolov5s_wo_spp INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 275 FPS throughput · b=8 | yolov5s_wo_spp INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class medium (YOLO-m), batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 242 FPS throughput · b=1 | yolov5m_wo_spp INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 62.90 FPS throughput · b=1 | yolov5m_wo_spp INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class medium (YOLO-m), batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 242 FPS throughput · b=8 | yolov5m_wo_spp INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 105 FPS throughput · b=8 | yolov5m INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
instance segmentation
✓ Like-for-like: model-size class medium (YOLO-m), batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 68.70 FPS throughput · b=1 | yolov5m_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 52.90 FPS throughput · b=1 | yolov5m_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class medium (YOLO-m), batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 125 FPS throughput · b=8 | yolov5m_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 83.60 FPS throughput · b=8 | yolov5m_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class nano (YOLO-n), batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 528 FPS throughput · b=1 | yolov8n_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · nano (YOLO-n) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 168 FPS throughput · b=1 | yolov8n_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · nano (YOLO-n) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class nano (YOLO-n), batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 528 FPS throughput · b=8 | yolov8n_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · nano (YOLO-n) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 338 FPS throughput · b=8 | yolov8n_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · nano (YOLO-n) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class small (YOLO-s), batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 331 FPS throughput · b=1 | yolov5s_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 101 FPS throughput · b=1 | yolov5s_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class small (YOLO-s), batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 331 FPS throughput · b=8 | yolov5s_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 160 FPS throughput · b=8 | yolov5s_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
pose estimation
✓ Like-for-like: model-size class mid-size CNN, batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 2126 FPS throughput · b=1 | mspn_regnetx_800mf INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 795 FPS throughput · b=1 | mspn_regnetx_800mf INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class mid-size CNN, batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 2126 FPS throughput · b=8 | mspn_regnetx_800mf INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 795 FPS throughput · b=8 | mspn_regnetx_800mf INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class medium (YOLO-m), batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 68.60 FPS throughput · b=1 | yolov8m_pose INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 48.50 FPS throughput · b=1 | yolov8m_pose INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class medium (YOLO-m), batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 145 FPS throughput · b=8 | yolov8m_pose INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 81.90 FPS throughput · b=8 | yolov8m_pose INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class small (YOLO-s), batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 393 FPS throughput · b=1 | yolov8s_pose INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 107 FPS throughput · b=1 | yolov8s_pose INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class small (YOLO-s), batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 393 FPS throughput · b=8 | yolov8s_pose INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 202 FPS throughput · b=8 | yolov8s_pose INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small (YOLO-s) | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class small ViT, batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 79.60 FPS throughput · b=1 | vit_pose_small_bn INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small ViT | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 70.40 FPS throughput · b=1 | vit_pose_small_bn INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small ViT | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class small ViT, batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 364 FPS throughput · b=8 | vit_pose_small_bn INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small ViT | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 245 FPS throughput · b=8 | vit_pose_small_bn INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · small ViT | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
image classification
✓ Like-for-like: model-size class mobile-class CNN, batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 2597 FPS throughput · b=1 | mobilenet_v2_1.0 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mobile-class CNN | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 1738 FPS throughput · b=1 | mobilenet_v2_1.0 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mobile-class CNN | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class mobile-class CNN, batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 2597 FPS throughput · b=8 | mobilenet_v2_1.0 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mobile-class CNN | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 1738 FPS throughput · b=8 | mobilenet_v2_1.0 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mobile-class CNN | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class mid-size CNN, batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 1372 FPS throughput · b=1 | resnet_v1_50 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 138 FPS throughput · b=1 | resnet_v1_50 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class mid-size CNN, batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 1372 FPS throughput · b=8 | resnet_v1_50 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 502 FPS throughput · b=8 | resnet_v1_50 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
semantic segmentation
✓ Like-for-like: model-size class mid-size CNN, batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 42.60 FPS throughput · b=1 | fcn8_resnet_v1_18 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 19.60 FPS throughput · b=1 | fcn8_resnet_v1_18 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class mid-size CNN, batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 42.60 FPS throughput · b=8 | fcn8_resnet_v1_18 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 22.50 FPS throughput · b=8 | fcn8_resnet_v1_18 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class mobile-class CNN, batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 662 FPS throughput · b=1 | unet_mobilenet_v2 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mobile-class CNN | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 99.10 FPS throughput · b=1 | unet_mobilenet_v2 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mobile-class CNN | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class mobile-class CNN, batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 664 FPS throughput · b=8 | unet_mobilenet_v2 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mobile-class CNN | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 191 FPS throughput · b=8 | unet_mobilenet_v2 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mobile-class CNN | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
speech-to-text
✓ Like-for-like: model-size class Whisper base, batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 51.40 FPS throughput · b=1 | whisper_base_5s_encoder INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · Whisper base | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 41.80 FPS throughput · b=1 | whisper_base_5s_no_kqs_decoder INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · Whisper base | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class Whisper base, batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 254 FPS throughput · b=8 | whisper_base_5s_no_kqs_decoder INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · Whisper base | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 138 FPS throughput · b=8 | whisper_base_5s_no_kqs_decoder INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · Whisper base | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class Whisper tiny, batch 1. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 79.70 FPS throughput · b=1 | whisper_tiny_10s_no_kqs_decoder INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · Whisper tiny | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 55.20 FPS throughput · b=1 | whisper_tiny_10s_encoder INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · Whisper tiny | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
✓ Like-for-like: model-size class Whisper tiny, batch 8. Model, precision and stack may still differ.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| Hailo-8 (M.2/PCIe, x86 host) | 310 FPS throughput · b=8 | whisper_tiny_10s_no_kqs_decoder INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · Whisper tiny | D | 2.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited) |
| Hailo-8L (M.2/PCIe, x86 host) | 136 FPS throughput · b=8 | whisper_tiny_10s_encoder INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · Whisper tiny | D | 1.50 W spec reported in result source — spec | Hailo Model Zoo public models (Hailo-8L) 2026-10-15 (page last edited) |
LLM generation
◌
No published LLM generation results for Hailo-8 (M.2/PCIe, x86 host) or Hailo-8L (M.2/PCIe, x86 host) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.
How to read these numbers
Every number is labelled. Confidence: A MLPerf closed, audited · B documented third-party method · C community / review · D vendor-published, not independently verified · E estimate. Power basis: measured with the result · spec vendor spec/envelope · power n/a not published.
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.