HWBench

Hailo-8L (M.2/PCIe, x86 host) vs NUCLEO-U575ZI-Q (STM32U575ZIT6Q)

Hailo-8L M.2 module from the Raspberry Pi AI Kit, mounted on the Raspberry Pi M.2 HAT+
Hailo-8L M.2 AI accelerator module (from the Raspberry Pi AI Kit). Photo: SparkFun Electronics, CC BY 2.0, via Wikimedia Commons.
Showing the newest results per platform and source. 13 superseded older results are hidden.Showing all results, including 13 superseded by newer results from the same source.

Only Hailo-8L (M.2/PCIe, x86 host) has published results here; NUCLEO-U575ZI-Q (STM32U575ZIT6Q) has none for the workloads we track.

Hailo-8L (M.2/PCIe, x86 host)NUCLEO-U575ZI-Q (STM32U575ZIT6Q)
Best object detection437 FPS D
2026-10-15 (page last edited)		n/a
Power1.50 W specn/a
Perf / W291 FPS/W specn/a
Pricen/an/a
Workloads with data6 of 70 of 7

Best published object detection result per platform. n/a = not published; never estimated.

Show data — all workloads, sources and like-for-like groups

object detection

Only Hailo-8L (M.2/PCIe, x86 host) has published object detection results.

PlatformResultModel · precision · stackGradePowerSource
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)		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

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No published object detection results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

instance segmentation

Only Hailo-8L (M.2/PCIe, x86 host) has published instance segmentation results.

PlatformResultModel · precision · stackGradePowerSource
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)		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

◌

No published instance segmentation results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

pose estimation

Only Hailo-8L (M.2/PCIe, x86 host) has published pose estimation results.

PlatformResultModel · precision · stackGradePowerSource
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		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

◌

No published pose estimation results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

image classification

Only Hailo-8L (M.2/PCIe, x86 host) has published image classification results.

PlatformResultModel · precision · stackGradePowerSource
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		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

◌

No published image classification results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

semantic segmentation

Only Hailo-8L (M.2/PCIe, x86 host) has published semantic segmentation results.

PlatformResultModel · precision · stackGradePowerSource
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		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

◌

No published semantic segmentation results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

speech-to-text

Only Hailo-8L (M.2/PCIe, x86 host) has published speech-to-text results.

PlatformResultModel · precision · stackGradePowerSource
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		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

◌

No published speech-to-text results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

LLM generation

◌

No published LLM generation results for Hailo-8L (M.2/PCIe, x86 host) or NUCLEO-U575ZI-Q (STM32U575ZIT6Q) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

Only Hailo-8L (M.2/PCIe, x86 host) has published results here; NUCLEO-U575ZI-Q (STM32U575ZIT6Q) has none for the workloads we track.

Hailo-8L (M.2/PCIe, x86 host)NUCLEO-U575ZI-Q (STM32U575ZIT6Q)
Best object detection437 FPS D
2026-10-15 (page last edited)		n/a
Power1.50 W specn/a
Perf / W291 FPS/W specn/a
Pricen/an/a
Workloads with data6 of 70 of 7

Best published object detection result per platform. n/a = not published; never estimated.

Show data — all workloads, sources and like-for-like groups

object detection

Only Hailo-8L (M.2/PCIe, x86 host) has published object detection results.

PlatformResultModel · precision · stackGradePowerSource
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)		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

◌

No published object detection results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

instance segmentation

Only Hailo-8L (M.2/PCIe, x86 host) has published instance segmentation results.

PlatformResultModel · precision · stackGradePowerSource
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)		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

◌

No published instance segmentation results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

pose estimation

Only Hailo-8L (M.2/PCIe, x86 host) has published pose estimation results.

PlatformResultModel · precision · stackGradePowerSource
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		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

◌

No published pose estimation results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

image classification

Only Hailo-8L (M.2/PCIe, x86 host) has published image classification results.

PlatformResultModel · precision · stackGradePowerSource
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		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

◌

No published image classification results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

semantic segmentation

Only Hailo-8L (M.2/PCIe, x86 host) has published semantic segmentation results.

PlatformResultModel · precision · stackGradePowerSource
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		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

◌

No published semantic segmentation results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

speech-to-text

Only Hailo-8L (M.2/PCIe, x86 host) has published speech-to-text results.

PlatformResultModel · precision · stackGradePowerSource
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		D1.50 W spec
reported in result source — spec		Hailo Model Zoo public models (Hailo-8L)
2026-10-15 (page last edited)

NUCLEO-U575ZI-Q (STM32U575ZIT6Q):

◌

No published speech-to-text results for NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.

LLM generation

◌

No published LLM generation results for Hailo-8L (M.2/PCIe, x86 host) or NUCLEO-U575ZI-Q (STM32U575ZIT6Q) 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.