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Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB) vs Hailo-8 (M.2/PCIe, x86 host)

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No like-for-like comparison yet: both have published results, but model size or batch differ. Treat the numbers below as indicative only.

	Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB)	Hailo-8 (M.2/PCIe, x86 host)
Best speech-to-text	52222 FPS A 2026-09-16 (published)	310 FPS D 2026-10-15 (page last edited)
Power	n/a	2.50 W spec
Perf / W	n/a	124 FPS/W spec
Price	n/a	n/a
Workloads with data	1 of 7	6 of 7

Best published speech-to-text result per platform. n/a = not published; never estimated.

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

object detection

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

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)

Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB):

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No published object detection results for Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB) or Hailo-8 (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-8 (M.2/PCIe, x86 host) has published instance segmentation results.

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)

Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB):

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No published instance segmentation results for Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB) or Hailo-8 (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-8 (M.2/PCIe, x86 host) has published pose estimation results.

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)

Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB):

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No published pose estimation results for Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB) or Hailo-8 (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-8 (M.2/PCIe, x86 host) has published image classification results.

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)

Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB):

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No published image classification results for Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB) or Hailo-8 (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-8 (M.2/PCIe, x86 host) has published semantic segmentation results.

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)

Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB):

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No published semantic segmentation results for Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB) or Hailo-8 (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

⚠ MIXED COMPARISON — not like-for-like. Baseline Whisper base at batch 1. Differs: model-size class unknown vs Whisper base; batch unknown vs 1.

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)
Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB) MIXED: model-size class unknown vs Whisper base; batch unknown vs 1	52222 FPS throughput_offline · b=unknown	MLPerf whisper fp16 · TensorRT 10.14, CUDA 13.1 · unknown	A	unknown power n/a no power published	MLPerf Inference v6.1, closed division, data-centre suite 2026-09-16 (published)

No shared like-for-like group exists for this pair.

LLM generation

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No published LLM generation results for Cisco UCS C880A M8 (8x NVIDIA B300-SXM-270GB) or Hailo-8 (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.