HWBenchedge-AI hardware data, cited & graded

G894-SD3-AAX7 (8x NVIDIA B300-SXM-270GB) vs Intel Xeon Gold 6154 desktop (CPU only, TFLite)

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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.

G894-SD3-AAX7 (8x NVIDIA B300-SXM-270GB)Intel Xeon Gold 6154 desktop (CPU only, TFLite)
Best speech-to-text48117 FPS A
undated
n/a
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data1 of 71 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

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No published object detection results for G894-SD3-AAX7 (8x NVIDIA B300-SXM-270GB) or Intel Xeon Gold 6154 desktop (CPU only, TFLite) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

instance segmentation

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No published instance segmentation results for G894-SD3-AAX7 (8x NVIDIA B300-SXM-270GB) or Intel Xeon Gold 6154 desktop (CPU only, TFLite) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

pose estimation

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No published pose estimation results for G894-SD3-AAX7 (8x NVIDIA B300-SXM-270GB) or Intel Xeon Gold 6154 desktop (CPU only, TFLite) 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 Intel Xeon Gold 6154 desktop (CPU only, TFLite) has published image classification results.

PlatformResultModel · precision · stackGradePowerSource
Intel Xeon Gold 6154 desktop (CPU only, TFLite) CPU-only36.10 FPS
inference_time · b=1
Unet Mv2 (128x128)
FP32/INT8 TFLite on CPU · TensorFlow Lite C++ benchmark (Edge TPU runtime) · mid-size CNN
Dunknown power n/a
no power published
Google Coral Edge TPU benchmarks page (Table 1)
undated

G894-SD3-AAX7 (8x NVIDIA B300-SXM-270GB):

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No published image classification results for G894-SD3-AAX7 (8x NVIDIA B300-SXM-270GB) or Intel Xeon Gold 6154 desktop (CPU only, TFLite) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

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No published semantic segmentation results for G894-SD3-AAX7 (8x NVIDIA B300-SXM-270GB) or Intel Xeon Gold 6154 desktop (CPU only, TFLite) 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 G894-SD3-AAX7 (8x NVIDIA B300-SXM-270GB) has published speech-to-text results.

PlatformResultModel · precision · stackGradePowerSource
G894-SD3-AAX7 (8x NVIDIA B300-SXM-270GB)48117 FPS
throughput_offline · b=unknown
MLPerf whisper
fp16 · TensorRT 10.14, CUDA 13.1 · unknown
Aunknown power n/a
no power published
MLPerf Inference v6.0 (closed, datacenter) ID 6.0-0039
undated

Intel Xeon Gold 6154 desktop (CPU only, TFLite):

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No published speech-to-text results for Intel Xeon Gold 6154 desktop (CPU only, TFLite) or G894-SD3-AAX7 (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.

LLM generation

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No published LLM generation results for G894-SD3-AAX7 (8x NVIDIA B300-SXM-270GB) or Intel Xeon Gold 6154 desktop (CPU only, TFLite) 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.