HWBench

Apple M4 (10-core GPU, 120 GB/s) vs NDP9120 (N/A)

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.
Showing the newest results per platform and source. 12 superseded older results are hidden.Showing all results, including 12 superseded by newer results from the same source.

Only Apple M4 (10-core GPU, 120 GB/s) has published results here; NDP9120 (N/A) has none for the workloads we track.

Apple M4 (10-core GPU, 120 GB/s)NDP9120 (N/A)
Best object detection357 FPS B
2026-10-01 (page last edited)		n/a
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data6 of 70 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

Only Apple M4 (10-core GPU, 120 GB/s) has published object detection results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)357 FPS
latency_e2e · b=1		YOLO26n
FP16 · Ultralytics 8.4.168 Core AI (coreai-torch 0.4.3), macOS 27.0 · nano (YOLO-n)		Bunknown power n/a
no power published		Ultralytics documentation: Apple Core AI integration benchmark
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published object detection results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) 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 Apple M4 (10-core GPU, 120 GB/s) has published instance segmentation results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)196 FPS
latency_e2e · b=1		YOLO26n-seg
FP16 · Ultralytics 8.4.168 Core AI (coreai-torch 0.4.3), macOS 27.0 · nano (YOLO-n)		Bunknown power n/a
no power published		Ultralytics documentation: Apple Core AI integration benchmark
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published instance segmentation results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) 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 Apple M4 (10-core GPU, 120 GB/s) has published pose estimation results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)370 FPS
latency_e2e · b=1		YOLO26n-pose
FP16 · Ultralytics 8.4.168 Core AI (coreai-torch 0.4.3), macOS 27.0 · nano (YOLO-n)		Bunknown power n/a
no power published		Ultralytics documentation: Apple Core AI integration benchmark
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published pose estimation results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) 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 Apple M4 (10-core GPU, 120 GB/s) has published image classification results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)417 FPS
latency_e2e · b=1		YOLO26n-cls
FP16 · Ultralytics 8.4.168 Core AI (coreai-torch 0.4.3), macOS 27.0 · nano (YOLO-n)		Bunknown power n/a
no power published		Ultralytics documentation: Apple Core AI integration benchmark
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published image classification results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) 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 Apple M4 (10-core GPU, 120 GB/s) has published semantic segmentation results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)53.48 FPS
latency_e2e · b=1		YOLO26n-sem
FP16 · Ultralytics 8.4.168 Core AI (coreai-torch 0.4.3), macOS 27.0 · nano (YOLO-n)		Bunknown power n/a
no power published		Ultralytics documentation: Apple Core AI integration benchmark
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published semantic segmentation results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) 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

◌

No published speech-to-text results for Apple M4 (10-core GPU, 120 GB/s) or NDP9120 (N/A) 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 M4 (10-core GPU, 120 GB/s) has published LLM generation results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)24.11 tok/s
tg128 · b=1		Llama 2 7B
Q4_0 · llama.cpp Metal (commit 8e672ef) · LLM 5–14B		Cunknown power n/a
no power published		llama.cpp discussion #4167 scoreboard (via GitHub API)
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published LLM generation results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

Only Apple M4 (10-core GPU, 120 GB/s) has published results here; NDP9120 (N/A) has none for the workloads we track.

Apple M4 (10-core GPU, 120 GB/s)NDP9120 (N/A)
Best object detection357 FPS B
2026-10-01 (page last edited)		n/a
Powern/an/a
Perf / Wn/an/a
Pricen/an/a
Workloads with data6 of 70 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

Only Apple M4 (10-core GPU, 120 GB/s) has published object detection results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)357 FPS
latency_e2e · b=1		YOLO26n
FP16 · Ultralytics 8.4.168 Core AI (coreai-torch 0.4.3), macOS 27.0 · nano (YOLO-n)		Bunknown power n/a
no power published		Ultralytics documentation: Apple Core AI integration benchmark
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published object detection results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) 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 Apple M4 (10-core GPU, 120 GB/s) has published instance segmentation results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)196 FPS
latency_e2e · b=1		YOLO26n-seg
FP16 · Ultralytics 8.4.168 Core AI (coreai-torch 0.4.3), macOS 27.0 · nano (YOLO-n)		Bunknown power n/a
no power published		Ultralytics documentation: Apple Core AI integration benchmark
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published instance segmentation results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) 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 Apple M4 (10-core GPU, 120 GB/s) has published pose estimation results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)370 FPS
latency_e2e · b=1		YOLO26n-pose
FP16 · Ultralytics 8.4.168 Core AI (coreai-torch 0.4.3), macOS 27.0 · nano (YOLO-n)		Bunknown power n/a
no power published		Ultralytics documentation: Apple Core AI integration benchmark
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published pose estimation results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) 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 Apple M4 (10-core GPU, 120 GB/s) has published image classification results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)417 FPS
latency_e2e · b=1		YOLO26n-cls
FP16 · Ultralytics 8.4.168 Core AI (coreai-torch 0.4.3), macOS 27.0 · nano (YOLO-n)		Bunknown power n/a
no power published		Ultralytics documentation: Apple Core AI integration benchmark
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published image classification results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) 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 Apple M4 (10-core GPU, 120 GB/s) has published semantic segmentation results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)53.48 FPS
latency_e2e · b=1		YOLO26n-sem
FP16 · Ultralytics 8.4.168 Core AI (coreai-torch 0.4.3), macOS 27.0 · nano (YOLO-n)		Bunknown power n/a
no power published		Ultralytics documentation: Apple Core AI integration benchmark
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published semantic segmentation results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) 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

◌

No published speech-to-text results for Apple M4 (10-core GPU, 120 GB/s) or NDP9120 (N/A) 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 M4 (10-core GPU, 120 GB/s) has published LLM generation results.

PlatformResultModel · precision · stackGradePowerSource
Apple M4 (10-core GPU, 120 GB/s)24.11 tok/s
tg128 · b=1		Llama 2 7B
Q4_0 · llama.cpp Metal (commit 8e672ef) · LLM 5–14B		Cunknown power n/a
no power published		llama.cpp discussion #4167 scoreboard (via GitHub API)
2026-10-01 (page last edited)

NDP9120 (N/A):

◌

No published LLM generation results for NDP9120 (N/A) or Apple M4 (10-core GPU, 120 GB/s) 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.