{
 "version": "https://jsonfeed.org/version/1.1",
 "title": "HWBench: new results and upcoming hardware",
 "home_page_url": "https://gethwbench.com/news.html",
 "feed_url": "https://gethwbench.com/feed.json",
 "description": "HWBench helps FAEs, integrators and engineers pick edge-AI hardware (GPU, NPU, FPGA, MPSoC, Versal) for vision and custom models first and local LLMs second, using cited, dated public benchmarks. Independent testing is coming.",
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 "authors": [
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   "id": "tag:gethwbench.com,2026:hwbench:data:mlperf-inference-v6-0-closed-edge:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/mlcommons/submissions_inference_v6.0/tree/main/closed/Dell/results/Dell_Pro_Max_GB10x1",
   "title": "36 benchmark rows added: MLPerf Inference v6.0 (closed, edge)",
   "content_text": "10 platforms (Dell Pro Max with GB10, Dell PowerEdge XE7745 (8x NVIDIA L40S), Dell PowerEdge XE7745 (16x NVIDIA L4-PCIe-24GB), Lenovo IdeaPad Gaming 3 15ARH05 (1x NVIDIA GeForce GTX 1650 Ti), …); object detection, image classification, speech-to-text, medical segmentation. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:mlperf-inference-v6-0-open-edge:2026-10-15",
   "url": "https://gethwbench.com/platform/nvidia-jetson-agx-thor.html",
   "external_url": "https://github.com/mlcommons/submissions_inference_v6.0/tree/main/open/NVIDIA/results/Jetson-Thor",
   "title": "2 benchmark rows added: MLPerf Inference v6.0 (open, edge)",
   "content_text": "1 platform (NVIDIA Jetson AGX Thor); llm. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:nvidia-jetson-benchmarks:2026-10-15",
   "url": "https://gethwbench.com/platform/nvidia-jetson-agx-thor.html",
   "external_url": "https://developer.nvidia.com/embedded/jetson-benchmarks",
   "title": "18 benchmark rows added: NVIDIA Jetson Benchmarks",
   "content_text": "1 platform (NVIDIA Jetson AGX Thor); llm, vlm. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:nvidia-jetson-benchmarks-mlperf-v3-1-results-table:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://developer.nvidia.com/embedded/jetson-benchmarks",
   "title": "24 benchmark rows added: NVIDIA Jetson Benchmarks (MLPerf v3.1 results table)",
   "content_text": "4 platforms (NVIDIA Jetson AGX Orin 64GB, NVIDIA Jetson AGX Orin (MaxQ), NVIDIA Jetson Orin NX 16GB, NVIDIA Jetson Orin NX 16GB (MaxQ)); image classification, object detection, medical segmentation, speech-to-text. Results dated 2026-10.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:ultralytics-docs-benchmark-table:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://docs.ultralytics.com/guides/nvidia-jetson/",
   "title": "68 benchmark rows added: Ultralytics docs benchmark table",
   "content_text": "6 platforms (NVIDIA Jetson AGX Thor, NVIDIA Jetson AGX Orin 64GB, NVIDIA Jetson Orin Nano Super, NVIDIA Jetson Orin NX 16GB, …); object detection. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
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  {
   "id": "tag:gethwbench.com,2026:hwbench:data:hailo-model-zoo-public-models-hailo-10h:2026-10-15",
   "url": "https://gethwbench.com/platform/hailo-10h-m-2-pcie-x86-host.html",
   "external_url": "https://github.com/hailo-ai/hailo_model_zoo/tree/v5.4.0/docs/public_models/HAILO10H",
   "title": "80 benchmark rows added: Hailo Model Zoo public models (Hailo-10H)",
   "content_text": "1 platform (Hailo-10H (M.2/PCIe, x86 host)); image classification, instance segmentation, object detection, oriented object detection. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
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  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:hailo-model-zoo-public-models-hailo-8l:2026-10-15",
   "url": "https://gethwbench.com/platform/hailo-8l-m-2-pcie-x86-host.html",
   "external_url": "https://github.com/hailo-ai/hailo_model_zoo/tree/v2.20.0/docs/public_models/HAILO8L",
   "title": "88 benchmark rows added: Hailo Model Zoo public models (Hailo-8L)",
   "content_text": "1 platform (Hailo-8L (M.2/PCIe, x86 host)); speech-to-text, image classification, instance segmentation, object detection. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:hailo-model-zoo-public-models-hailo-8:2026-10-15",
   "url": "https://gethwbench.com/platform/hailo-8-m-2-pcie-x86-host.html",
   "external_url": "https://github.com/hailo-ai/hailo_model_zoo/tree/v2.20.0/docs/public_models/HAILO8",
   "title": "88 benchmark rows added: Hailo Model Zoo public models (Hailo-8)",
   "content_text": "1 platform (Hailo-8 (M.2/PCIe, x86 host)); speech-to-text, image classification, instance segmentation, object detection. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:qualcomm-ai-hub-models-perf-yaml-bsd-3:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/qualcomm/ai-hub-models/tree/main/src/qai_hub_models/models/deeplabv3_plus_mobilenet",
   "title": "161 benchmark rows added: Qualcomm AI Hub Models perf.yaml (BSD-3)",
   "content_text": "4 platforms (Qualcomm Dragonwing IQ-9075 EVK, Qualcomm Snapdragon X Elite (CRD), Qualcomm Snapdragon X2 Elite (CRD), Qualcomm Dragonwing RB3 Gen 2 (QCS6490)); semantic segmentation, pose estimation, image classification, speech-to-text. Results dated 2026 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:llama-cpp-discussion-4167-scoreboard-via-github-api:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/ggml-org/llama.cpp/discussions/4167",
   "title": "36 benchmark rows added: llama.cpp discussion #4167 scoreboard (via GitHub API)",
   "content_text": "9 platforms (Apple M4 (10-core GPU, 120 GB/s), Apple M4 Pro (16-core GPU, 273 GB/s), Apple M4 Pro (20-core GPU, 273 GB/s), Apple M4 Max (32-core GPU, 410 GB/s), …); llm prefill, llm generation. Results dated 2026-10-01.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:llama-cpp-discussion-10879-vulkan-scoreboard-via-github-api:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/ggml-org/llama.cpp/discussions/10879",
   "title": "36 benchmark rows added: llama.cpp discussion #10879 Vulkan scoreboard (via GitHub API)",
   "content_text": "10 platforms (Apple M3 Ultra iGPU, Apple M4 Max iGPU, NVIDIA DGX Spark, AMD Ryzen AI Max+ (Strix Halo) iGPU, …); llm prefill, llm generation. Results dated 2026-10-10.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:vminstall-com-review:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://www.vminstall.com/m4-pro-vs-jetson-thor-vs-spark/",
   "title": "6 benchmark rows added: vminstall.com review",
   "content_text": "3 platforms (Apple Mac mini M4 Pro 64GB, NVIDIA Jetson AGX Thor, NVIDIA DGX Spark); llm generation, llm prefill. Results dated 2026 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:open-navigation-robotics-workload-benchmark-pdf:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://open-navigation.github.io/opennav_robotics_workload_benchmark/Robotics-Workload-Platform-Benchmarking-Results.pdf",
   "title": "2 benchmark rows added: Open Navigation robotics workload benchmark (PDF)",
   "content_text": "2 platforms (AMD Ryzen AI Max+ (Strix Halo) X100, NVIDIA Jetson AGX Thor); vlm robotics requests (warehouse scenes). Results dated 2026 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:strixhaloguide-evidence-llama-bench-20-repeats:2026-10-15",
   "url": "https://gethwbench.com/platform/amd-ryzen-ai-max-395-pro-395-strix-halo-radeon-8060s.html",
   "external_url": "https://strixhaloguide.com/evidence/",
   "title": "4 benchmark rows added: StrixHaloGuide evidence (llama-bench, 20 repeats)",
   "content_text": "1 platform (AMD Ryzen AI Max+ 395 / PRO 395 (Strix Halo, Radeon 8060S)); llm prefill, llm generation. Results dated 2026-10.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:strix-halo-guide-github-releases:2026-10-15",
   "url": "https://gethwbench.com/platform/amd-ryzen-ai-max-395-pro-395-strix-halo-radeon-8060s.html",
   "external_url": "https://github.com/hogeheer499-commits/strix-halo-guide/releases",
   "title": "1 benchmark row added: strix-halo-guide GitHub releases",
   "content_text": "1 platform (AMD Ryzen AI Max+ 395 / PRO 395 (Strix Halo, Radeon 8060S)); llm generation. Results dated 2026 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:ultralytics-docs-amd-rocm-migraphx-integration-benchmark:2026-10-15",
   "url": "https://gethwbench.com/platform/amd-ryzen-ai-max-395-pro-395-strix-halo-radeon-8060s.html",
   "external_url": "https://docs.ultralytics.com/integrations/amd/",
   "title": "10 benchmark rows added: Ultralytics docs: AMD ROCm/MIGraphX integration benchmark",
   "content_text": "1 platform (AMD Ryzen AI Max+ 395 / PRO 395 (Strix Halo, Radeon 8060S)); object detection. Results dated 2026 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:amd-technical-article-ai-inference-acceleration-on-ryzen-ai-with-quark-table-5:2026-10-15",
   "url": "https://gethwbench.com/platform/amd-ryzen-ai-processor-sku-not-stated.html",
   "external_url": "https://www.amd.com/en/developer/resources/technical-articles/2025/ai-inference-acceleration-on-ryzen-ai-with-quark.html",
   "title": "20 benchmark rows added: AMD technical article: AI inference acceleration on Ryzen AI with Quark (Table 5)",
   "content_text": "1 platform (AMD Ryzen AI processor (SKU not stated)); object detection. Results dated 2025 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:amd-technical-article-deploying-object-detection-model-on-amd-ai-pc:2026-10-15",
   "url": "https://gethwbench.com/platform/amd-ryzen-ai-processor-sku-not-stated.html",
   "external_url": "https://www.amd.com/en/developer/resources/technical-articles/2026/deploying-object-detection-model-on-amd-ai-pc.html",
   "title": "1 benchmark row added: AMD technical article: Deploying object detection model on AMD AI PC",
   "content_text": "1 platform (AMD Ryzen AI processor (SKU not stated)); open-vocabulary object detection. Results dated 2026 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:ultralytics-docs-apple-core-ai-integration-benchmark:2026-10-15",
   "url": "https://gethwbench.com/platform/apple-m4-10-core-gpu-120-gb-s.html",
   "external_url": "https://docs.ultralytics.com/integrations/coreai/",
   "title": "28 benchmark rows added: Ultralytics docs: Apple Core AI integration benchmark",
   "content_text": "1 platform (Apple M4 (10-core GPU, 120 GB/s)); object detection, instance segmentation, semantic segmentation, depth estimation. Results dated 2026 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:ultralytics-docs-intel-openvino-integration-benchmark:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://docs.ultralytics.com/integrations/openvino/",
   "title": "60 benchmark rows added: Ultralytics docs: Intel OpenVINO integration benchmark",
   "content_text": "3 platforms (Intel Core Ultra X7 358H (Panther Lake), Intel Core Ultra 7 258V (Lunar Lake), Intel Core Ultra 7 155H (Meteor Lake)); object detection. Results dated 2026 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:ultralytics-docs-hailo-integration-benchmark:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://docs.ultralytics.com/integrations/hailo/",
   "title": "8 benchmark rows added: Ultralytics docs: Hailo integration benchmark",
   "content_text": "2 platforms (Raspberry Pi 5 (CPU only), Raspberry Pi 5 + AI HAT+ (Hailo-8)); object detection, semantic segmentation, depth estimation, image classification. Results dated 2026 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:seeed-studio-wiki-multistream-inference-on-rpi5-hailo-8:2026-10-15",
   "url": "https://gethwbench.com/platform/raspberry-pi-5-ai-hat-hailo-8.html",
   "external_url": "https://wiki.seeedstudio.com/benchmark_of_multistream_inference_on_raspberrypi5_with_hailo8/",
   "title": "10 benchmark rows added: Seeed Studio wiki: multistream inference on RPi5 + Hailo-8",
   "content_text": "1 platform (Raspberry Pi 5 + AI HAT+ (Hailo-8)); object detection. Results dated 2025-12 (updated).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:mlperf-inference-v5-0-open:2026-10-15",
   "url": "https://gethwbench.com/platform/trigkey-mini-pc-amd-ryzen-5-5560u-cpu.html",
   "external_url": "https://github.com/mlcommons/inference_results_v5.0/tree/main/open/GATEOverflow/results/mini-ctuning_cpp_tflite-cpu-tflite_vmaster-default_config",
   "title": "106 benchmark rows added: MLPerf Inference v5.0 (open)",
   "content_text": "1 platform (TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU)); image classification. Results dated 2025 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:mlperf-inference-v5-1-open:2026-10-15",
   "url": "https://gethwbench.com/platform/trigkey-mini-pc-amd-ryzen-5-5560u-cpu.html",
   "external_url": "https://github.com/mlcommons/inference_results_v5.1/tree/main/open/GATEOverflow/results/TRIGKEY_Mini_PC_Ryzen_5_5560-ctuning_cpp_tflite-cpu-tflite_vmaster-default_config",
   "title": "4 benchmark rows added: MLPerf Inference v5.1 (open)",
   "content_text": "1 platform (TRIGKEY Mini PC (AMD Ryzen 5 5560U, CPU)); image classification. Results dated 2025 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:vitis-ai-3-0-model-zoo-performance-table:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/Xilinx/Vitis-AI/tree/v3.0/docsrc/source/docs/reference",
   "title": "974 benchmark rows added: Vitis AI 3.0 Model Zoo performance table",
   "content_text": "4 platforms (AMD Versal AI Core VCK190 (VC1902), AMD Zynq UltraScale+ ZCU102 (ZU9EG), AMD Zynq UltraScale+ ZCU104 (ZU7EV), AMD Kria KV260 Vision AI Starter Kit (K26 SOM)); semantic segmentation, object detection, super resolution, depth estimation. Results dated 2023 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:vitis-ai-3-5-model-zoo-performance-table:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/Xilinx/Vitis-AI/tree/master/docsrc/source/docs/reference",
   "title": "269 benchmark rows added: Vitis AI 3.5 Model Zoo performance table",
   "content_text": "2 platforms (AMD Versal AI Edge VEK280 (VE2802), AMD Alveo V70 (Versal AI Core, XDNA AIE-ML)); object detection, depth estimation, image classification, pose estimation. Results dated 2023 (year only).",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:mlperf-inference-v6-1-closed-datacenter:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/mlcommons/inference_results_v6.1/tree/main/closed/AMD/results/8xMI350X_2xEPYC_9575F",
   "title": "410 benchmark rows added: MLPerf Inference v6.1 (closed, datacenter)",
   "content_text": "77 platforms (8xMI350X_2xEPYC_9575F (8x AMD Instinct MI350X 288GB HBM3e), Quanta Grand Teton 1.5 MI350 (8x AMD Instinct MI350X 288GB HBM3e), smci355-ccs-aus-m13-13 (8x AMD Instinct MI355X 288GB HBM3e), 9x8xMI355X_2xEPYC_9575F (8x AMD Instinct MI355X 288GB HBM3e), …); recommendation, wan-2.2-t2v-a14b, gpt-oss-120b, llama2-70b. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:mlperf-inference-v6-1-closed-edge:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/mlcommons/inference_results_v6.1/tree/main/closed/Atlas_Inference/results/DGX_Spark_GB10",
   "title": "16 benchmark rows added: MLPerf Inference v6.1 (closed, edge)",
   "content_text": "9 platforms (NVIDIA DGX Spark, AMD Ryzen AI Max+ 395 / PRO 395 (Strix Halo, Radeon 8060S), Dell Pro Max with GB10, HPE ProLiant DL145 Gen11 (1x NVIDIA RTX PRO 4500 Blackwell Server Edition), …); qwen3.6-27b, object detection, speech-to-text. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:mlperf-inference-v6-1-open-datacenter:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/mlcommons/inference_results_v6.1/tree/main/open/AMD/results/8xMI355X_2xEPYC_9575F",
   "title": "10 benchmark rows added: MLPerf Inference v6.1 (open, datacenter)",
   "content_text": "6 platforms (8xMI355X_2xEPYC_9575F (8x AMD Instinct MI355X), NVIDIA GB200 NVL72 by HPE (4x NVIDIA GB200), HPE Cray XD670 (8x NVIDIA H200-SXM-141GB), Orrick Optimized 6x NVIDIA B200 (6x NVIDIA B200-SXM-180GB), …); recommendation, deepseek-r1, qwen3-vl-235b-a22b, llama3.1-8b. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:mlperf-inference-v6-1-open-edge:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/mlcommons/inference_results_v6.1/tree/main/open/HPE/results/HPE_PROLIANT_DL345_GEN12_RTX_PRO_4500_PCIE_32GBx4_TRT_open",
   "title": "5 benchmark rows added: MLPerf Inference v6.1 (open, edge)",
   "content_text": "3 platforms (HPE ProLiant DL345 Gen12 (4x NVIDIA RTX PRO 4500 Blackwell-PCIe-32GB), HPE ProLiant Compute DL380 Gen12 (1x NVIDIA RTX PRO 4500 Blackwell-PCIe-32GB), Lambda 8x B200-SXM-180GB (8x NVIDIA B200-SXM-180GB)); llm, image classification, qwen3.6-27b. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:mlperf-inference-v6-0-closed-datacenter:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/mlcommons/submissions_inference_v6.0/tree/main/closed/AMD/results/87xMI355X_22xEPYC_9575F",
   "title": "344 benchmark rows added: MLPerf Inference v6.0 (closed, datacenter)",
   "content_text": "71 platforms (AMD MI355X Custom Cluster (8x AMD Instinct MI355X 288GB HBM3e (x87)), smci355-ccs-aus-m09-17 (8x AMD Instinct MI355X 288GB HBM3e), AMD MI355X Custom Cluster (8x AMD Instinct MI355X 288GB HBM3e (x94)), ESC8000A_E13P_RTX_PRO_6000_PCIE_96GBx8 (8x NVIDIA RTX PRO 6000 Blackwell Server Edition), …); llama2-70b, gpt-oss-120b, llama3.1-8b, speech-to-text. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:mlperf-inference-v6-0-open-datacenter:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/mlcommons/submissions_inference_v6.0/tree/main/open/AMD/results/8xMI355X_2xEPYC_9575F",
   "title": "14 benchmark rows added: MLPerf Inference v6.0 (open, datacenter)",
   "content_text": "7 platforms (smci355-ccs-aus-m09-17 (8x AMD Instinct MI355X 288GB HBM3e), SuperMicro AS-4126GS-NMR-LCC (8x AMD Instinct MI355X 288GB HBM3E), CoreWeave GB300 NVL72 (4x NVIDIA GB300), Inventec P9000AG7 (8x NVIDIA B200-SXM-180GB), …); llama3.1-405b, wan-2.2-t2v-a14b, deepseek-r1, llama2-70b. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:openvino-official-performance-benchmarks-graph-data-ov-json:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/openvinotoolkit/openvino/tree/2026.4.1/docs/sphinx_setup/_static/benchmarks_files",
   "title": "1359 benchmark rows added: OpenVINO official performance benchmarks (graph-data-ov.json)",
   "content_text": "24 platforms (Intel Atom X6425E, Intel Arc B-Series Graphics, Intel Arc A-Series Graphics, Intel Atom x7425E, …); image classification, object detection, NLP, llm generation. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:openvino-official-llm-benchmarks-llm-models-5-330-csv:2026-10-15",
   "url": "https://gethwbench.com/platform/intel-core-5-330.html",
   "external_url": "https://github.com/openvinotoolkit/openvino/tree/2026.4.1/docs/sphinx_setup/_static/benchmarks_files",
   "title": "392 benchmark rows added: OpenVINO official LLM benchmarks (llm_models_5-330.csv)",
   "content_text": "1 platform (Intel Core 5 330); llm generation. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:openvino-official-llm-benchmarks-llm-models-7-255h-csv:2026-10-15",
   "url": "https://gethwbench.com/platform/intel-core-ultra-7-255h.html",
   "external_url": "https://github.com/openvinotoolkit/openvino/tree/2026.4.1/docs/sphinx_setup/_static/benchmarks_files",
   "title": "422 benchmark rows added: OpenVINO official LLM benchmarks (llm_models_7-255H.csv)",
   "content_text": "1 platform (Intel Core Ultra 7 255H); llm generation. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:openvino-official-llm-benchmarks-llm-models-7-258v-csv:2026-10-15",
   "url": "https://gethwbench.com/platform/intel-core-ultra-7-258v-lunar-lake.html",
   "external_url": "https://github.com/openvinotoolkit/openvino/tree/2026.4.1/docs/sphinx_setup/_static/benchmarks_files",
   "title": "558 benchmark rows added: OpenVINO official LLM benchmarks (llm_models_7-258V.csv)",
   "content_text": "1 platform (Intel Core Ultra 7 258V (Lunar Lake)); llm generation. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:openvino-official-llm-benchmarks-llm-models-7-368h-csv:2026-10-15",
   "url": "https://gethwbench.com/platform/intel-core-ultra-7-368h.html",
   "external_url": "https://github.com/openvinotoolkit/openvino/tree/2026.4.1/docs/sphinx_setup/_static/benchmarks_files",
   "title": "624 benchmark rows added: OpenVINO official LLM benchmarks (llm_models_7-368H.csv)",
   "content_text": "1 platform (Intel Core Ultra 7 368H); llm generation. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:nvidia-jetson-benchmarks-mlperf-v4-0-results-table:2026-10-15",
   "url": "https://gethwbench.com/platform/nvidia-jetson-agx-orin-64gb.html",
   "external_url": "https://developer.nvidia.com/embedded/jetson-benchmarks",
   "title": "4 benchmark rows added: NVIDIA Jetson Benchmarks (MLPerf v4.0 results table)",
   "content_text": "1 platform (NVIDIA Jetson AGX Orin 64GB); llm summarization, image generation. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:rockchip-rknn-model-zoo-readme-benchmark-table:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/airockchip/rknn_model_zoo#model-performance-benchmarkfps",
   "title": "381 benchmark rows added: Rockchip rknn_model_zoo README benchmark table",
   "content_text": "8 platforms (Rockchip RK3566/RK3568 (NPU), Rockchip RK3562 (NPU), Rockchip RK3588 (NPU, single core of 3), Rockchip RK3576 (NPU, single core of 2), …); rknn demo: mobilenet, rknn demo: resnet, rknn demo: yolov5, rknn demo: yolov6. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:data:nvidia-jetson-ai-lab-benchmarks-benchmarks-json:2026-10-15",
   "url": "https://gethwbench.com/browse.html",
   "external_url": "https://github.com/NVIDIA-AI-IOT/jetson-ai-lab/blob/main/src/data/benchmarks.json",
   "title": "200 benchmark rows added: NVIDIA Jetson AI Lab benchmarks (benchmarks.json)",
   "content_text": "6 platforms (NVIDIA Jetson AGX Thor, NVIDIA Jetson Thor T4000, NVIDIA Jetson AGX Orin 64GB, NVIDIA Jetson Orin NX 16GB, …); llm generation. Result dates not stated by the source.",
   "date_published": "2026-10-15T00:00:00Z",
   "tags": [
    "benchmarks"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:nvidia-jetson-orin-nano-2",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://nvidianews.nvidia.com/news/nvidia-announces-jetson-orin-nano-2-robotics-computer-to-redefine-entry-level-edge-ai",
   "title": "Upcoming: NVIDIA Jetson Orin Nano 2 (NVIDIA)",
   "content_text": "Status: announced · Expected: H1 2027 · 78 TOPS (date or status unconfirmed)",
   "date_published": "2026-08-25T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:nvidia-jetson-t3000",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://blogs.nvidia.com/blog/jetson-thor-robotics-edge-ai-agent/",
   "title": "Upcoming: NVIDIA Jetson / IGX T3000 (NVIDIA)",
   "content_text": "Status: announced · Expected: Q1 2027 · 865 TOPS",
   "date_published": "2026-07-15T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:nvidia-jetson-t2000",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://blogs.nvidia.com/blog/jetson-thor-robotics-edge-ai-agent/",
   "title": "Upcoming: NVIDIA Jetson T2000 (NVIDIA)",
   "content_text": "Status: announced · Expected: Q1 2027 · 400 TOPS",
   "date_published": "2026-07-15T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:intel-core-series-3-edge",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://www.intel.com/content/www/us/en/newsroom/news/client-computing/intel-launches-intel-core-series-3-processors-changing-the-game-for-everyday-computing.html",
   "title": "Upcoming: Intel Core Series 3 (edge/value) (Intel)",
   "content_text": "Status: shipping · Expected: Edge systems from Q2 2026 (date or status unconfirmed)",
   "date_published": "2026-04-16T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:apple-m5-pro-max",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://www.apple.com/newsroom/2026/03/apple-debuts-m5-pro-and-m5-max-to-supercharge-the-most-demanding-pro-workflows/",
   "title": "Upcoming: Apple M5 Pro / M5 Max (Apple)",
   "content_text": "Status: shipping · Expected: Shipping",
   "date_published": "2026-03-03T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:amd-vek385",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://www.amd.com/en/blogs/2026/amd-vek385-evaluation-kit-delivers-a-rapid-start.html",
   "title": "Upcoming: AMD Versal AI Edge Series Gen 2 VEK385 Evaluation Kit (AMD/Xilinx)",
   "content_text": "Status: shipping · Expected: Orderable; 16-20 week lead time listed",
   "date_published": "2026-02-20T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:rpi-ai-hat-plus-2",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://www.raspberrypi.com/news/introducing-the-raspberry-pi-ai-hat-plus-2-generative-ai-on-raspberry-pi-5/",
   "title": "Upcoming: Raspberry Pi AI HAT+ 2 (Hailo-10H) (Raspberry Pi / Hailo)",
   "content_text": "Status: shipping · Expected: On sale · 40 TOPS",
   "date_published": "2026-01-15T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:asus-ugen300",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://hailo.ai/company-overview/newsroom/news/",
   "title": "Upcoming: ASUS UGen300 USB AI accelerator (Hailo-10H) (ASUS / Hailo)",
   "content_text": "Status: announced (date or status unconfirmed)",
   "date_published": "2026-01-06T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:nvidia-jetson-t4000",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://developer.nvidia.com/blog/accelerate-ai-inference-for-edge-and-robotics-with-nvidia-jetson-t4000-and-nvidia-jetpack-7-1/",
   "title": "Upcoming: NVIDIA Jetson T4000 (NVIDIA)",
   "content_text": "Status: shipping · Expected: Available to order (Jan 2026) · 1200 TOPS",
   "date_published": "2026-01-05T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:intel-core-ultra-series-3",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://newsroom.intel.com/client-computing/ces-2026-intel-core-ultra-series-3-debut-first-built-on-intel-18a",
   "title": "Upcoming: Intel Core Ultra Series 3 (Panther Lake) (Intel)",
   "content_text": "Status: shipping · Expected: Launched; edge systems from Q1 2026 · 50 TOPS",
   "date_published": "2026-01-05T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:amd-ryzen-ai-embedded-x100",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://www.amd.com/content/dam/amd/en/documents/products/embedded/ryzen/ryzen-ai-embedded-x100-series-product-brief.pdf",
   "title": "Upcoming: AMD Ryzen AI Embedded X100 Series (AMD)",
   "content_text": "Status: sampling · Expected: Sampling expected H1 2026 · 50 TOPS (date or status unconfirmed)",
   "date_published": "2026-01-05T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:amd-ryzen-ai-embedded-p100",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://www.amd.com/en/newsroom/press-releases/2026-1-5-amd-introduces-ryzen-ai-embedded-processor-portfol.html",
   "title": "Upcoming: AMD Ryzen AI Embedded P100 Series (AMD)",
   "content_text": "Status: sampling · Expected: 4-6 core: production shipments expected Q2 2026; 8-12 core sampling from Q1 2026 · 50 TOPS (date or status unconfirmed)",
   "date_published": "2026-01-05T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:amd-ryzen-ai-400",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://ir.amd.com/news-events/press-releases/detail/1270/amd-expands-ai-leadership-across-client-graphics-and-software-with-new-ryzen-ryzen-ai-and-amd-rocm-announcements-at-ces-2026",
   "title": "Upcoming: AMD Ryzen AI 400 / PRO 400 (Gorgon Point) (AMD)",
   "content_text": "Status: shipping · Expected: OEM systems from Q1 2026 · 60 TOPS",
   "date_published": "2026-01-05T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:qualcomm-dragonwing-iq10",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://www.qualcomm.com/news/releases/2026/01/qualcomm-introduces-a-full-suite-of-robotics-technologies-power",
   "title": "Upcoming: Qualcomm Dragonwing IQ10 Series (Qualcomm)",
   "content_text": "Status: sampling · Expected: Sampling June 2026; commercial availability scheduled Sept 2026 (per HotHardware) · 700 TOPS (date or status unconfirmed)",
   "date_published": "2026-01-01T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:deepx-dx-m2",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://eetimes.itmedia.co.jp/ee/articles/2601/23/news067.html",
   "title": "Upcoming: DEEPX DX-M2 (DEEPX)",
   "content_text": "Status: announced · Expected: Engineering samples H1 2027 (per Japanese distributor) · 80 TOPS (date or status unconfirmed)",
   "date_published": "2026-01-01T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:memryx-mx4",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://memryx.ai/news/memryx-unveils-mx4-roadmap-enabling-distributed-asynchronous-dataflow-for-highly-efficient-data-center-ai/",
   "title": "Upcoming: MemryX MX4 (MemryX)",
   "content_text": "Status: announced · Expected: Sampling 2027 / production 2028 per announcement; MX4 page now says 2029 (date or status unconfirmed)",
   "date_published": "2025-12-26T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:axelera-europa",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://axelera.ai/news/axelera-ai-launches-europa-delivers-physical-and-enterprise-ai-through-growing-partner-ecosystem-including-dell-and-supermicro",
   "title": "Upcoming: Axelera Europa AIPU (Edge 232p / Server 250p) (Axelera AI)",
   "content_text": "Status: shipping · Expected: Shipping (launch 2026-09-15; originally H1 2026) · 629 TOPS",
   "date_published": "2025-10-21T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:apple-m5",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://www.apple.com/newsroom/2025/10/apple-unleashes-m5-the-next-big-leap-in-ai-performance-for-apple-silicon/",
   "title": "Upcoming: Apple M5 (Apple)",
   "content_text": "Status: shipping · Expected: Shipping",
   "date_published": "2025-10-15T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:nvidia-jetson-agx-thor-t5000",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://nvidianews.nvidia.com/news/nvidia-blackwell-powered-jetson-thor-now-available-accelerating-the-age-of-general-robotics",
   "title": "Upcoming: NVIDIA Jetson AGX Thor Dev Kit / T5000 (NVIDIA)",
   "content_text": "Status: shipping · Expected: Generally available (2025-08-25) · 2070 TOPS",
   "date_published": "2025-08-25T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  },
  {
   "id": "tag:gethwbench.com,2026:hwbench:news:hailo-10h",
   "url": "https://gethwbench.com/news.html",
   "external_url": "https://hailo.ai/company-overview/newsroom/news/hailo-announces-general-availability-of-hailo-10h-edge-ai-accelerator-with-generative-ai-capabilities/",
   "title": "Upcoming: Hailo-10H (Hailo)",
   "content_text": "Status: shipping · Expected: Generally available (2025-07-22); automotive SOP 2026 · 40 TOPS",
   "date_published": "2025-07-22T00:00:00Z",
   "tags": [
    "upcoming"
   ]
  }
 ]
}