SMC Lab OpenShift GB200-NVL4 4xGB200-186GB (4x NVIDIA GB200): edge AI benchmarks

Name: SMC Lab OpenShift GB200-NVL4 4xGB200-186GB (4x NVIDIA GB200)
Brand: RedHat_Supermicro

RedHat_Supermicrodatacenter serverNo licensed photo yet

Vendor RedHat_SupermicroForm factor datacenter serverCompute GPUIndicative price unknownPower envelope unknownPublished rows 2

Key results

Best published result per workload for SMC Lab OpenShift GB200-NVL4 4xGB200-186GB (4x NVIDIA GB200)
Workload	Best result	Model · precision	Power · perf/W	Grade · date	Source
LLM serving (MLPerf datacenter)	61206 tok/s batch unknown	MLPerf gpt-oss-120b fp8 · vLLM 0.24.0, Red Hat OpenShift 4.21	unknown	A 2026-09-16 (published)	MLPerf Inference v6.1, closed division, data-centre suite

Best published result per workload, across model sizes. For like-for-like groups, open the per-workload tables below.

Show data — per-workload tables

object detection

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No published object detection results for SMC Lab OpenShift GB200-NVL4 4xGB200-186GB (4x NVIDIA GB200) 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 SMC Lab OpenShift GB200-NVL4 4xGB200-186GB (4x NVIDIA GB200) 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 SMC Lab OpenShift GB200-NVL4 4xGB200-186GB (4x NVIDIA GB200) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

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No published image classification results for SMC Lab OpenShift GB200-NVL4 4xGB200-186GB (4x NVIDIA GB200) 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 SMC Lab OpenShift GB200-NVL4 4xGB200-186GB (4x NVIDIA GB200) 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 SMC Lab OpenShift GB200-NVL4 4xGB200-186GB (4x NVIDIA GB200) 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 SMC Lab OpenShift GB200-NVL4 4xGB200-186GB (4x NVIDIA GB200) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

LLM serving (MLPerf datacenter)

Like-for-like group	Best result	Model · precision · stack	Grade	Power	Source · date	Rank in group
LLM >40B · b=unknown	61206 tok/s	MLPerf gpt-oss-120b fp8 · vLLM 0.24.0, Red Hat OpenShift 4.21	A	unknown power n/a	MLPerf Inference v6.1, closed division, data-centre suite 2026-09-16 (published)	62 of 93

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.