Hailo-8 (M.2/PCIe, x86 host) vs Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling)

Raspberry Pi AI HAT+ with Hailo-8 accelerator mounted on a Raspberry Pi, angled view — Raspberry Pi AI HAT+ (Hailo-8). Photo: SparkFun Electronics, CC BY 2.0, via Wikimedia Commons.

(independent test)independent test systemNo licensed photo yet

Showing the newest results per platform and source. 6 superseded older results are hidden.Showing all results, including 6 superseded by newer results from the same source.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.

	Hailo-8 (M.2/PCIe, x86 host)	Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling)
Best object detection	1036 FPS D 2026-10-15 (page last edited)	n/a
Power	n/a	n/a
Perf / W	n/a	n/a
Price	n/a	n/a
Workloads with data	6 of 7	1 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 Hailo-8 (M.2/PCIe, x86 host) has published object detection results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	1036 FPS throughput · b=1	yolov8n INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · nano (YOLO-n)	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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No published object detection results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or Hailo-8 (M.2/PCIe, x86 host) 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 Hailo-8 (M.2/PCIe, x86 host) has published instance segmentation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	68.70 FPS throughput · b=1	yolov5m_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m)	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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No published instance segmentation results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or Hailo-8 (M.2/PCIe, x86 host) 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 Hailo-8 (M.2/PCIe, x86 host) has published pose estimation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	2126 FPS throughput · b=1	mspn_regnetx_800mf INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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No published pose estimation results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or Hailo-8 (M.2/PCIe, x86 host) 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 Hailo-8 (M.2/PCIe, x86 host) has published image classification results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	2597 FPS throughput · b=1	mobilenet_v2_1.0 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mobile-class CNN	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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No published image classification results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or Hailo-8 (M.2/PCIe, x86 host) 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 Hailo-8 (M.2/PCIe, x86 host) has published semantic segmentation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	42.60 FPS throughput · b=1	fcn8_resnet_v1_18 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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No published semantic segmentation results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or Hailo-8 (M.2/PCIe, x86 host) 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

Only Hailo-8 (M.2/PCIe, x86 host) has published speech-to-text results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	51.40 FPS throughput · b=1	whisper_base_5s_encoder INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · Whisper base	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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No published speech-to-text results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or Hailo-8 (M.2/PCIe, x86 host) 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 Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) has published LLM generation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling)	17.99 tok/s generation_throughput · b=1	deepseek-r1:1.5b Ollama default tag (4-bit unless tag says otherwise) · Ollama (geerlingguy/ollama-benchmark) · LLM ≤4B	C	29.90 W ● Measured, Whole system reported in result source — Measured, Whole system	Jeff Geerling ai-benchmarks issue results (comments) Older data (2025)

Hailo-8 (M.2/PCIe, x86 host):

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No published LLM generation results for Hailo-8 (M.2/PCIe, x86 host) or Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) 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.

	Hailo-8 (M.2/PCIe, x86 host)	Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling)
Best object detection	1036 FPS D 2026-10-15 (page last edited)	n/a
Power	n/a	n/a
Perf / W	n/a	n/a
Price	n/a	n/a
Workloads with data	6 of 7	1 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 Hailo-8 (M.2/PCIe, x86 host) has published object detection results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	1036 FPS throughput · b=1	yolov8n INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · nano (YOLO-n)	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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instance segmentation

Only Hailo-8 (M.2/PCIe, x86 host) has published instance segmentation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	68.70 FPS throughput · b=1	yolov5m_seg INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · medium (YOLO-m)	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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pose estimation

Only Hailo-8 (M.2/PCIe, x86 host) has published pose estimation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	2126 FPS throughput · b=1	mspn_regnetx_800mf INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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image classification

Only Hailo-8 (M.2/PCIe, x86 host) has published image classification results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	2597 FPS throughput · b=1	mobilenet_v2_1.0 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mobile-class CNN	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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semantic segmentation

Only Hailo-8 (M.2/PCIe, x86 host) has published semantic segmentation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	42.60 FPS throughput · b=1	fcn8_resnet_v1_18 INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · mid-size CNN	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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speech-to-text

Only Hailo-8 (M.2/PCIe, x86 host) has published speech-to-text results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Hailo-8 (M.2/PCIe, x86 host)	51.40 FPS throughput · b=1	whisper_base_5s_encoder INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) · Whisper base	D	unknown power not published not published	Hailo Model Zoo public models (Hailo-8) 2026-10-15 (page last edited)

Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):

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LLM generation

Only Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) has published LLM generation results.

Platform	Result	Model · precision · stack	Grade	Power	Source
Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling)	17.99 tok/s generation_throughput · b=1	deepseek-r1:1.5b Ollama default tag (4-bit unless tag says otherwise) · Ollama (geerlingguy/ollama-benchmark) · LLM ≤4B	C	29.90 W ● Measured, Whole system reported in result source — Measured, Whole system	Jeff Geerling ai-benchmarks issue results (comments) Older data (2025)

Hailo-8 (M.2/PCIe, x86 host):

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Grades: A audited MLPerf · B third-party · C community · D vendor. How we rank · JSON