HWBenchedge-AI hardware data, cited & graded

Hailo-8L (M.2/PCIe, x86 host) vs XA NB3I-E12 (8x NVIDIA B300-SXM-270GB)

HailoAI accelerator (M.2) · no photo yet
No licensed photo available — placeholder drawing.
ASUSTeKdatacenter server · no photo yet
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Only Hailo-8L (M.2/PCIe, x86 host) has published results here; XA NB3I-E12 (8x NVIDIA B300-SXM-270GB) has none for the workloads we track.

Hailo-8L (M.2/PCIe, x86 host)XA NB3I-E12 (8x NVIDIA B300-SXM-270GB)
Best object detection437 FPS D
undated
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)
undated

XA NB3I-E12 (8x NVIDIA B300-SXM-270GB):

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No published object detection results for XA NB3I-E12 (8x NVIDIA B300-SXM-270GB) 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)
undated

XA NB3I-E12 (8x NVIDIA B300-SXM-270GB):

◌

No published instance segmentation results for XA NB3I-E12 (8x NVIDIA B300-SXM-270GB) 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)48.50 FPS
throughput · b=1
yolov8m_pose
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)
undated

XA NB3I-E12 (8x NVIDIA B300-SXM-270GB):

◌

No published pose estimation results for XA NB3I-E12 (8x NVIDIA B300-SXM-270GB) 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)
undated

XA NB3I-E12 (8x NVIDIA B300-SXM-270GB):

◌

No published image classification results for XA NB3I-E12 (8x NVIDIA B300-SXM-270GB) 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)
undated

XA NB3I-E12 (8x NVIDIA B300-SXM-270GB):

◌

No published semantic segmentation results for XA NB3I-E12 (8x NVIDIA B300-SXM-270GB) 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)
undated

XA NB3I-E12 (8x NVIDIA B300-SXM-270GB):

◌

No published speech-to-text results for XA NB3I-E12 (8x NVIDIA B300-SXM-270GB) 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

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No published LLM generation results for Hailo-8L (M.2/PCIe, x86 host) or XA NB3I-E12 (8x NVIDIA B300-SXM-270GB) 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.