HWBenchedge-AI hardware data, cited & graded

Apple Mac mini M4 Pro 64GB vs XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P)

Apple Mac mini (M4, 2024), small silver aluminium desktop, front view
Apple Mac mini (M4, 2024) — the M4 Pro model shares this enclosure. Photo: Seasider53, CC BY 4.0, via Wikimedia Commons.
Dell_AMDdatacenter server · no photo yet
No licensed photo available — placeholder drawing.

Only Apple Mac mini M4 Pro 64GB has published results here; XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) has none for the workloads we track.

Apple Mac mini M4 Pro 64GBXE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P)
Best LLM generation5.48 tok/s C
2026 (year only)
n/a
Power80.00 W measuredn/a
Perf / W0.0685 tok/s/W measuredn/a
Pricen/an/a
Workloads with data1 of 70 of 7

Best published LLM generation 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 Apple Mac mini M4 Pro 64GB or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) 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 Apple Mac mini M4 Pro 64GB or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) 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 Apple Mac mini M4 Pro 64GB or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) 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 Apple Mac mini M4 Pro 64GB or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) 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 Apple Mac mini M4 Pro 64GB or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) 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 Apple Mac mini M4 Pro 64GB or XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

LLM generation

Only Apple Mac mini M4 Pro 64GB has published LLM generation results.

PlatformResultModel · precision · stackGradePowerSource
Apple Mac mini M4 Pro 64GB5.48 tok/s
tg · b=unknown
70B-class LLM (Q4)
~Q4 · as reviewed (Ollama/llama.cpp class) · LLM >40B
C80.00 W measured
reported in result source — measured
vminstall.com review
2026 (year only)

XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P):

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No published LLM generation results for XE7745_8xMI350P_2xEPYC_9455 (8x AMD Instinct MI350P) or Apple Mac mini M4 Pro 64GB 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.