AMD Ryzen AI Max+ (Strix Halo) iGPU vs TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU)

AMDAI PC / mini-PCNo licensed photo yet

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Showing the newest results per platform and source. 106 superseded older results are hidden.Showing all results, including 106 superseded by newer results from the same source.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

	AMD Ryzen AI Max+ (Strix Halo) iGPU	TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU)
Best LLM generation	54.38 tok/s C 2026-10-10 (page last edited)	n/a
Power	120 W spec	n/a
Perf / W	0.453 tok/s/W spec	n/a
Price	$3999 list	n/a
Workloads with data	1 of 7	1 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 AMD Ryzen AI Max+ (Strix Halo) iGPU 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.

instance segmentation

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No published instance segmentation results for AMD Ryzen AI Max+ (Strix Halo) iGPU 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.

pose estimation

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No published pose estimation results for AMD Ryzen AI Max+ (Strix Halo) iGPU 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.

image classification

Only TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) has published image classification results.

Platform	Result	Model · precision · stack	Grade	Power	Source
TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) CPU-only	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	B	34.18 W measured reported in result source — measured	MLPerf Inference v5.1, open division 2025-09-04 (published)

AMD Ryzen AI Max+ (Strix Halo) iGPU:

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No published image classification results for AMD Ryzen AI Max+ (Strix Halo) iGPU 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.

semantic segmentation

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No published semantic segmentation results for AMD Ryzen AI Max+ (Strix Halo) iGPU 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.

speech-to-text

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No published speech-to-text results for AMD Ryzen AI Max+ (Strix Halo) iGPU 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 AMD Ryzen AI Max+ (Strix Halo) iGPU has published LLM generation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
AMD Ryzen AI Max+ (Strix Halo) iGPU	54.38 tok/s tg128 · b=1	Llama 2 7B Q4_0 · llama.cpp Vulkan (FA on, commit fb4b273) · LLM 5–14B	C	120 W spec platform spec envelope (not measured with this result)	llama.cpp discussion #10879 Vulkan scoreboard (via GitHub API) 2026-10-10 (page last edited)

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

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No published LLM generation results for TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) or AMD Ryzen AI Max+ (Strix Halo) iGPU 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.

	AMD Ryzen AI Max+ (Strix Halo) iGPU	TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU)
Best LLM generation	54.38 tok/s C 2026-10-10 (page last edited)	n/a
Power	120 W spec	n/a
Perf / W	0.453 tok/s/W spec	n/a
Price	$3999 list	n/a
Workloads with data	1 of 7	1 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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instance segmentation

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pose estimation

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image classification

Only TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) has published image classification results.

Platform	Result	Model · precision · stack	Grade	Power	Source
TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU) CPU-only	104 FPS throughput_offline · b=unknown	MLPerf resnet (open) / efficientnet-int8-lite0 INT8 · MLPerf tflite vmaster (ctuning_cpp_tflite-cpu-tflite_vmaster-default_config) · mid-size CNN	B	28.20 W measured reported in result source — measured	MLPerf Inference v5.0, open division Older data (2025)

AMD Ryzen AI Max+ (Strix Halo) iGPU:

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semantic segmentation

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speech-to-text

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LLM generation

Only AMD Ryzen AI Max+ (Strix Halo) iGPU has published LLM generation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
AMD Ryzen AI Max+ (Strix Halo) iGPU	54.38 tok/s tg128 · b=1	Llama 2 7B Q4_0 · llama.cpp Vulkan (FA on, commit fb4b273) · LLM 5–14B	C	120 W spec platform spec envelope (not measured with this result)	llama.cpp discussion #10879 Vulkan scoreboard (via GitHub API) 2026-10-10 (page last edited)

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

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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.