HWBench

AMD Ryzen AI Max+ (Strix Halo) iGPU vs Apple M4 (10-core GPU, 120 GB/s)

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.

AMD Ryzen AI Max+ (Strix Halo) iGPU is faster in the only like-for-like comparison (largest gap: LLM generation, 2.26×).

AMD Ryzen AI Max+ (Strix Halo) iGPUApple M4 (10-core GPU, 120 GB/s)
Best LLM generation54.38 tok/s C
2026-10-10 (page last edited)
41.31 tok/s C
2026-09-22 (page last edited)
Power120 W spec30.10 W measured
Perf / W0.453 tok/s/W spec1.37 tok/s/W measured
Price$3999 listn/a
Workloads with data1 of 76 of 7

Best published LLM generation result per platform (may be from different like-for-like groups — see data). 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)

AMD Ryzen AI Max+ (Strix Halo) iGPU:

◌

No published object detection results for AMD Ryzen AI Max+ (Strix Halo) iGPU 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)

AMD Ryzen AI Max+ (Strix Halo) iGPU:

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

AMD Ryzen AI Max+ (Strix Halo) iGPU:

◌

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

AMD Ryzen AI Max+ (Strix Halo) iGPU:

◌

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

AMD Ryzen AI Max+ (Strix Halo) iGPU:

◌

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

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

LLM generation

✓ Like-for-like: model-size class LLM 5–14B, batch 1. Model, precision and stack may still differ.
PlatformResultModel · precision · stackGradePowerSource
AMD Ryzen AI Max+ (Strix Halo) iGPU54.38 tok/s
tg128 · b=1
Llama 2 7B
Q4_0 · llama.cpp Vulkan (FA on, commit fb4b273) · LLM 5–14B
C120 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)
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)
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.