AMD Kria KV260 Vision AI Starter Kit (K26 SOM) vs Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling)
No like-for-like comparison yet: both have published results, but model size or batch differ. Treat the numbers below as indicative only.
| AMD Kria KV260 Vision AI Starter Kit (K26 SOM) | Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) | |
|---|---|---|
| Best object detection | 276 FPS D Older data (2023) | n/a |
| Power | 15.00 W Module TDP, Module | n/a |
| Perf / W | 18.38 FPS/W Module TDP, Module | n/a |
| Price | n/a | n/a |
| Workloads with data | 4 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 AMD Kria KV260 Vision AI Starter Kit (K26 SOM) has published object detection results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| AMD Kria KV260 Vision AI Starter Kit (K26 SOM) | 33.60 FPS throughput (DPU only) · b=1 | YOLOv8n-Ghost (Hard-Swish, xView3-SAR) INT8 (Vitis AI quantizer, power-of-two) · Vitis AI 3.5 VART, DPU inference only, 2 threads · nano (YOLO-n) | C | 15.00 W Module TDP, Module, max of range 7.5-15 W reported in result source — Module TDP, Module, max of range 7.5-15 W | arXiv 2507.04842v2 (SAR vessel detection on Kria KV260), Table 6 2025-11-17 (published) |
Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):
No published object detection results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or AMD Kria KV260 Vision AI Starter Kit (K26 SOM) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.
instance segmentation
No published instance segmentation results for AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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.
pose estimation
Only AMD Kria KV260 Vision AI Starter Kit (K26 SOM) has published pose estimation results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| AMD Kria KV260 Vision AI Starter Kit (K26 SOM) | 352 FPS E2E throughput, multi thread · b=unknown | pt_movenet_coco_192_192_0.5G INT8 · Vitis AI 3.0 (VART) · mobile-class CNN | D | 15.00 W Module TDP, Module reported in result source — Module TDP, Module | Vitis AI 3.0 Model Zoo performance table Older data (2023) |
Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):
No published pose estimation results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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 AMD Kria KV260 Vision AI Starter Kit (K26 SOM) has published image classification results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| AMD Kria KV260 Vision AI Starter Kit (K26 SOM) | 214 FPS E2E throughput, multi thread · b=unknown | pt_OFA-resnet50_imagenet_160_160_0.88_1.8G INT8 · Vitis AI 3.0 (VART) · mid-size CNN | D | 15.00 W Module TDP, Module reported in result source — Module TDP, Module | Vitis AI 3.0 Model Zoo performance table Older data (2023) |
Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):
No published image classification results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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 AMD Kria KV260 Vision AI Starter Kit (K26 SOM) has published semantic segmentation results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| AMD Kria KV260 Vision AI Starter Kit (K26 SOM) | 32.90 FPS E2E throughput, multi thread · b=unknown | pt_SemanticFPN-mobilenetv2_cityscapes_512_1024_10G INT8 · Vitis AI 3.0 (VART) · mobile-class CNN | D | 15.00 W Module TDP, Module reported in result source — Module TDP, Module | Vitis AI 3.0 Model Zoo performance table Older data (2023) |
Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):
No published semantic segmentation results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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 AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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.
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) |
AMD Kria KV260 Vision AI Starter Kit (K26 SOM):
No published LLM generation results for AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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.
| AMD Kria KV260 Vision AI Starter Kit (K26 SOM) | Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) | |
|---|---|---|
| Best object detection | 276 FPS D Older data (2023) | n/a |
| Power | 15.00 W Module TDP, Module | n/a |
| Perf / W | 18.38 FPS/W Module TDP, Module | n/a |
| Price | n/a | n/a |
| Workloads with data | 4 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 AMD Kria KV260 Vision AI Starter Kit (K26 SOM) has published object detection results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| AMD Kria KV260 Vision AI Starter Kit (K26 SOM) | 33.60 FPS throughput (DPU only) · b=1 | YOLOv8n-Ghost (Hard-Swish, xView3-SAR) INT8 (Vitis AI quantizer, power-of-two) · Vitis AI 3.5 VART, DPU inference only, 2 threads · nano (YOLO-n) | C | 15.00 W Module TDP, Module, max of range 7.5-15 W reported in result source — Module TDP, Module, max of range 7.5-15 W | arXiv 2507.04842v2 (SAR vessel detection on Kria KV260), Table 6 2025-11-17 (published) |
Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):
No published object detection results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or AMD Kria KV260 Vision AI Starter Kit (K26 SOM) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.
instance segmentation
No published instance segmentation results for AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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.
pose estimation
Only AMD Kria KV260 Vision AI Starter Kit (K26 SOM) has published pose estimation results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| AMD Kria KV260 Vision AI Starter Kit (K26 SOM) | 352 FPS E2E throughput, multi thread · b=unknown | pt_movenet_coco_192_192_0.5G INT8 · Vitis AI 3.0 (VART) · mobile-class CNN | D | 15.00 W Module TDP, Module reported in result source — Module TDP, Module | Vitis AI 3.0 Model Zoo performance table Older data (2023) |
Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):
No published pose estimation results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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 AMD Kria KV260 Vision AI Starter Kit (K26 SOM) has published image classification results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| AMD Kria KV260 Vision AI Starter Kit (K26 SOM) | 214 FPS E2E throughput, multi thread · b=unknown | pt_OFA-resnet50_imagenet_160_160_0.88_1.8G INT8 · Vitis AI 3.0 (VART) · mid-size CNN | D | 15.00 W Module TDP, Module reported in result source — Module TDP, Module | Vitis AI 3.0 Model Zoo performance table Older data (2023) |
Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):
No published image classification results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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 AMD Kria KV260 Vision AI Starter Kit (K26 SOM) has published semantic segmentation results.
| Platform | Result | Model · precision · stack | Grade | Power | Source |
|---|---|---|---|---|---|
| AMD Kria KV260 Vision AI Starter Kit (K26 SOM) | 32.90 FPS E2E throughput, multi thread · b=unknown | pt_SemanticFPN-mobilenetv2_cityscapes_512_1024_10G INT8 · Vitis AI 3.0 (VART) · mobile-class CNN | D | 15.00 W Module TDP, Module reported in result source — Module TDP, Module | Vitis AI 3.0 Model Zoo performance table Older data (2023) |
Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling):
No published semantic segmentation results for Intel N150 Mini PC (GMKTek G3 Plus) (as tested by Jeff Geerling) or AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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 AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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.
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) |
AMD Kria KV260 Vision AI Starter Kit (K26 SOM):
No published LLM generation results for AMD Kria KV260 Vision AI Starter Kit (K26 SOM) 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.
Grades: A audited MLPerf · B third-party · C community · D vendor. How we rank · JSON