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HWBenchedge-AI hardware data, cited & graded

CoreWeave GB200 NVL72 (4x NVIDIA GB200) vs Hailo-10H (M.2/PCIe, x86 host)

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No licensed photo available — placeholder drawing.

Only Hailo-10H (M.2/PCIe, x86 host) has published results here; CoreWeave GB200 NVL72 (4x NVIDIA GB200) has none for the workloads we track.

	CoreWeave GB200 NVL72 (4x NVIDIA GB200)	Hailo-10H (M.2/PCIe, x86 host)
Best object detection	n/a	375 FPS D undated
Power	n/a	2.50 W spec
Perf / W	n/a	150 FPS/W spec
Price	n/a	n/a
Workloads with data	0 of 7	5 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-10H (M.2/PCIe, x86 host) has published object detection results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-10H (M.2/PCIe, x86 host)	375 FPS throughput · b=1	yolov8n INT8 (Hailo quantized) · Hailo DFC v5.4.0 / HailoRT (model zoo) · nano (YOLO-n)	D	2.50 W spec reported in result source — spec	Hailo Model Zoo public models (Hailo-10H) undated

CoreWeave GB200 NVL72 (4x NVIDIA GB200):

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No published object detection results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Hailo-10H (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-10H (M.2/PCIe, x86 host) has published instance segmentation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-10H (M.2/PCIe, x86 host)	66.70 FPS throughput · b=1	yolov8m_seg INT8 (Hailo quantized) · Hailo DFC v5.4.0 / HailoRT (model zoo) · medium (YOLO-m)	D	2.50 W spec reported in result source — spec	Hailo Model Zoo public models (Hailo-10H) undated

CoreWeave GB200 NVL72 (4x NVIDIA GB200):

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No published instance segmentation results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Hailo-10H (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-10H (M.2/PCIe, x86 host) has published pose estimation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-10H (M.2/PCIe, x86 host)	79.20 FPS throughput · b=1	yolov8m_pose INT8 (Hailo quantized) · Hailo DFC v5.4.0 / HailoRT (model zoo) · medium (YOLO-m)	D	2.50 W spec reported in result source — spec	Hailo Model Zoo public models (Hailo-10H) undated

CoreWeave GB200 NVL72 (4x NVIDIA GB200):

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No published pose estimation results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Hailo-10H (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-10H (M.2/PCIe, x86 host) has published image classification results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-10H (M.2/PCIe, x86 host)	2798 FPS throughput · b=1	mobilenet_v2_1.0 INT8 (Hailo quantized) · Hailo DFC v5.4.0 / HailoRT (model zoo) · mobile-class CNN	D	2.50 W spec reported in result source — spec	Hailo Model Zoo public models (Hailo-10H) undated

CoreWeave GB200 NVL72 (4x NVIDIA GB200):

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No published image classification results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Hailo-10H (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-10H (M.2/PCIe, x86 host) has published semantic segmentation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-10H (M.2/PCIe, x86 host)	667 FPS throughput · b=1	unet_mobilenet_v2 INT8 (Hailo quantized) · Hailo DFC v5.4.0 / HailoRT (model zoo) · mobile-class CNN	D	2.50 W spec reported in result source — spec	Hailo Model Zoo public models (Hailo-10H) undated

CoreWeave GB200 NVL72 (4x NVIDIA GB200):

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No published semantic segmentation results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Hailo-10H (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

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No published speech-to-text results for CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Hailo-10H (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 CoreWeave GB200 NVL72 (4x NVIDIA GB200) or Hailo-10H (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.