HWBench

Apple M4 (10-core GPU, 120 GB/s) vs TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU)

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Showing the newest results per platform and source. 106 superseded older results are hidden.Showing all results, including 106 superseded by newer results from the same source.

No like-for-like comparison yet: both have published results, but model size or batch differ. Treat the numbers below as indicative only.

Apple M4 (10-core GPU, 120 GB/s)TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU)
Best image classification417 FPS B
2026-10-01 (page last edited)		221 FPS B
2025-09-04 (published)
Powern/a34.18 W measured
Perf / Wn/a6.45 FPS/W measured
Pricen/an/a
Workloads with data6 of 71 of 7

Best published image classification 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)

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

◌

No published object detection results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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)

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

◌

No published instance segmentation results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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)

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

◌

No published pose estimation results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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

⚠ MIXED COMPARISON — not like-for-like. Baseline nano (YOLO-n) at batch 1. Differs: model-size class mobile-class CNN vs nano (YOLO-n); batch unknown vs 1.
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)
TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) CPU-only
MIXED: model-size class mobile-class CNN vs nano (YOLO-n); batch unknown vs 1		221 FPS
throughput_offline · b=unknown		MLPerf resnet (open) / mobilenet-v1-precision_float-1.0-128
FP32 · MLPerf tflite vmaster (ctuning_cpp_tflite-cpu-tflite_vmaster-default_config) · mobile-class CNN		B34.18 W measured
reported in result source — measured		MLPerf Inference v5.1, open division
2025-09-04 (published)

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

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)

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

◌

No published semantic segmentation results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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 TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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)

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

◌

No published LLM generation results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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.

No like-for-like comparison yet: both have published results, but model size or batch differ. Treat the numbers below as indicative only.

Apple M4 (10-core GPU, 120 GB/s)TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU)
Best image classification417 FPS B
2026-10-01 (page last edited)		2798 FPS B
Older data (2025)
Powern/a30.72 W measured
Perf / Wn/a91.08 FPS/W measured
Pricen/an/a
Workloads with data6 of 71 of 7

Best published image classification 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)

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

◌

No published object detection results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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)

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

◌

No published instance segmentation results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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)

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

◌

No published pose estimation results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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

⚠ MIXED COMPARISON — not like-for-like. Baseline nano (YOLO-n) at batch 1. Differs: model-size class mobile-class CNN vs nano (YOLO-n); batch unknown vs 1.
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)
TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) CPU-only
MIXED: model-size class mobile-class CNN vs nano (YOLO-n); batch unknown vs 1		2798 FPS
throughput_offline · b=unknown		MLPerf resnet (open) / mobilenet-v1-precision_float-0.25-128
FP32 · MLPerf tflite vmaster (ctuning_cpp_tflite-cpu-tflite_vmaster-default_config) · mobile-class CNN		B30.72 W measured
reported in result source — measured		MLPerf Inference v5.0, open division
Older data (2025)

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

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)

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

◌

No published semantic segmentation results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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 TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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)

TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU):

◌

No published LLM generation results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) 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.