HWBenchedge-AI hardware data, cited & graded

Intel Xeon Gold 5218T vs TI AM68A (8 TOPS)

Inteldatacenter server · no photo yet
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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.

Intel Xeon Gold 5218TTI AM68A (8 TOPS)
Best object detection452 FPS D
undated
83.75 FPS C
undated
Powern/an/a
Perf / Wn/an/a
Pricen/a$174.197 list
Workloads with data2 of 71 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

⚠ MIXED COMPARISON — not like-for-like. Baseline mid-size CNN at batch unknown. Differs: model-size class unknown vs mid-size CNN; batch 1 vs unknown.
PlatformResultModel · precision · stackGradePowerSource
Intel Xeon Gold 5218T CPU-only17.60 FPS
throughput (OpenVINO benchmark_app) · b=unknown
ssd-resnet34-1200
INT8 · OpenVINO 2026.4.1 · mid-size CNN
Dunknown power n/a
no power published
OpenVINO official performance benchmarks (graph-data-ov.json)
undated
TI AM68A (8 TOPS)
MIXED: model-size class unknown vs mid-size CNN; batch 1 vs unknown
83.75 FPS
inference_time · b=1
yolov7_tiny
INT8 · TI Edge AI SDK / TIDL (edgeai-benchmark) · unknown
Cunknown power n/a
no power published
TI edgeai-tensorlab tech report: speed/accuracy of object detection models (AM68A)
undated

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

instance segmentation

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No published instance segmentation results for Intel Xeon Gold 5218T or TI AM68A (8 TOPS) 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 Intel Xeon Gold 5218T or TI AM68A (8 TOPS) 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 5218T has published image classification results.

PlatformResultModel · precision · stackGradePowerSource
Intel Xeon Gold 5218T CPU-only5447 FPS
throughput (OpenVINO benchmark_app) · b=unknown
mobilenet-v2
INT8 · OpenVINO 2026.4.1 · mobile-class CNN
Dunknown power n/a
no power published
OpenVINO official performance benchmarks (graph-data-ov.json)
undated

TI AM68A (8 TOPS):

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No published image classification results for TI AM68A (8 TOPS) or Intel Xeon Gold 5218T 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 Intel Xeon Gold 5218T or TI AM68A (8 TOPS) 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 Intel Xeon Gold 5218T or TI AM68A (8 TOPS) 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 Intel Xeon Gold 5218T or TI AM68A (8 TOPS) 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.