[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"home-stats":3,"home-showcase":27,"$fhdxju5svkyqy":135},{"recordCount":4,"hardwareCount":5,"modelCount":6,"frameworkCount":7,"hotSearches":8,"hotHardware":17,"hotModels":20,"evidenceCounts":23},2561,64,45,9,[9,10,11,12,13,14,15,16],"Qwen-Image-2.1","MiniMax-H3","Qwen3.8-27B","DeepSeek-V4.1-Flash","AMD Radeon RX 7900 XTX","Apple M4 Pro","NVIDIA RTX 4090","NVIDIA RTX 3090",[13,14,15,16,18,19],"NVIDIA RTX 5090","NVIDIA RTX 5070 Ti",[9,10,11,12,21,22],"Qwen3.5-0.8B","Qwen3.5-27B",{"L0":24,"L1":25,"L2":26},624,11,1926,{"stats":3,"statsFailed":28,"comboTotal":29,"featured":30,"featuredFailed":28,"hotHardware":99,"hotModels":117},false,2532,{"models":31,"hardware":40,"combos":48},[32,34,36,38],{"id":33,"name":9},31,{"id":35,"name":10},41,{"id":37,"name":11},5,{"id":39,"name":12},18,[41,42,44,46],{"id":25,"name":13},{"id":43,"name":14},25,{"id":45,"name":15},1,{"id":47,"name":16},2,[49,67,76,84],{"modelName":50,"hardwareName":51,"hardwareVramGb":52,"frameworkName":53,"quantization":54,"frameworkVersion":55,"os":56,"cudaVersion":57,"decodeTps":58,"prefillTps":59,"vramGb":60,"ttftS":61,"evidenceLevel":62,"sourceType":63,"sourceUrl":64,"createdAt":65,"updatedAt":66},"Qwen3.8-Flash-Next","NVIDIA RTX 3060 12GB",12,"Strata","IQ1_S","0.5.2","Ubuntu 24.04.4 LTS",null,70,1850,6.5,1.5,"L1","OTHER","\u002Fcommunity\u002F7","2026-10-05T01:44:28.865Z","2026-10-05T02:30:10.564Z",{"modelName":50,"hardwareName":68,"hardwareVramGb":52,"frameworkName":53,"quantization":69,"frameworkVersion":55,"os":56,"cudaVersion":57,"decodeTps":70,"prefillTps":71,"vramGb":72,"ttftS":45,"evidenceLevel":62,"sourceType":63,"sourceUrl":73,"createdAt":74,"updatedAt":75},"NVIDIA RTX 5070","IQ2_XS",79,2090,7.5,"\u002Fcommunity\u002F8","2026-10-05T01:44:28.880Z","2026-10-05T02:30:10.576Z",{"modelName":50,"hardwareName":77,"hardwareVramGb":52,"frameworkName":53,"quantization":69,"frameworkVersion":55,"os":56,"cudaVersion":57,"decodeTps":6,"prefillTps":78,"vramGb":79,"ttftS":80,"evidenceLevel":62,"sourceType":63,"sourceUrl":81,"createdAt":82,"updatedAt":83},"Intel Arc B580",1500,5.5,2.5,"\u002Fcommunity\u002F9","2026-10-05T01:44:28.891Z","2026-10-05T02:30:10.585Z",{"modelName":85,"hardwareName":16,"hardwareVramGb":86,"frameworkName":87,"quantization":88,"frameworkVersion":89,"os":56,"cudaVersion":90,"decodeTps":91,"prefillTps":92,"vramGb":93,"ttftS":57,"evidenceLevel":94,"sourceType":95,"sourceUrl":96,"createdAt":97,"updatedAt":98},"Qwen3.6-27B",24,"llama.cpp","UD-Q3_K_XL","b9014","13.0",36.67,39.44,20.11,"L0","GITHUB","https:\u002F\u002Fgithub.com\u002Fnoonghunna\u002Fclub-3090\u002Fissues\u002F97","2026-09-28T04:27:40.504Z","2026-09-28T12:23:43.108Z",[100,105,108,113],{"name":13,"vramGb":86,"architecture":101,"imageUrl":102,"recordCount":103,"modelCount":104},"RDNA 3","\u002Fuploads\u002Fhardware\u002Fh11-8f209b8b6321.png",55,13,{"name":14,"vramGb":5,"architecture":106,"imageUrl":107,"recordCount":35,"modelCount":39},"M4 Pro","\u002Fuploads\u002Fhardware\u002Fh25-5fc0639c4691.png",{"name":15,"vramGb":86,"architecture":109,"imageUrl":110,"recordCount":111,"modelCount":112},"Ada Lovelace","\u002Fuploads\u002Fhardware\u002Fh1-57a2e25db546.png",194,34,{"name":16,"vramGb":86,"architecture":114,"imageUrl":115,"recordCount":116,"modelCount":43},"Ampere","\u002Fuploads\u002Fhardware\u002Fh2-7ff8dd1b57f9.png",134,[118,122,126,130],{"name":9,"publisher":119,"paramsB":120,"imageUrl":121,"recordCount":39},"Qwen (Alibaba)",7.1,"\u002Fuploads\u002Fmodels\u002Fm31-a04046f34e6a.png",{"name":10,"publisher":123,"paramsB":124,"imageUrl":125,"recordCount":39},"MiniMax",33.1,"\u002Fuploads\u002Fmodels\u002Fm41-596ebd877a0b.png",{"name":11,"publisher":119,"paramsB":127,"imageUrl":128,"recordCount":129},27,"\u002Fuploads\u002Fmodels\u002Fm5-ad230cee957a.png",90,{"name":12,"publisher":131,"paramsB":132,"imageUrl":133,"recordCount":134},"DeepSeek",763.2,"\u002Fuploads\u002Fmodels\u002Fm18-dcb49907717f.png",40,{"items":136,"total":6,"page":45,"pageSize":37},[137,184,220,264,292],{"slug":138,"category":139,"publishedAt":140,"titleZh":141,"titleEn":142,"summaryZh":143,"summaryEn":144,"models":145,"hardwares":168},"llama-family-kimi-k3-bench-2026-10-18","NEWS","2026-10-18T14:00:00.000Z","Llama 3.x + Kimi-K3 实测：Llama-3.2-3B 跑出 277 tok\u002Fs，Kimi-K3 112 tok\u002Fs 能装 16GB 卡","Llama 3.x + Kimi-K3 benchmarks: Llama-3.2-3B hits 277 tok\u002Fs, Kimi-K3 112 tok\u002Fs fits 16GB cards","10-18 批量首次大规模覆盖 Meta Llama 3.x 全家族 + Kimi-K3：Llama-3.2-3B 平均 276.96、Llama-3.1-8B 171.27、Llama-3-8B 155.78、Kimi-K3 112.33 tok\u002Fs。**Llama-3.2-3B 是 DB 最快 3B 模型**。","10-18 batch first large-sample coverage of Meta Llama 3.x family + Kimi-K3: Llama-3.2-3B avg 276.96, Llama-3.1-8B 171.27, Llama-3-8B 155.78, Kimi-K3 112.33 tok\u002Fs. **Llama-3.2-3B is DB's fastest 3B model**.",[146,149,151,154,157,160,162,165],{"id":147,"name":148},48,"Qwen3.5-4B",{"id":150,"name":22},50,{"id":152,"name":153},53,"Qwen3-8B",{"id":155,"name":156},68,"Llama-3.1-8B-Instruct",{"id":158,"name":159},69,"Llama-3-8B-Instruct",{"id":58,"name":161},"Llama-3.2-3B-Instruct",{"id":163,"name":164},71,"DeepSeek-R1-Distill-Qwen-14B",{"id":166,"name":167},73,"Kimi-K3",[169,170,171,172,173,176,178,181],{"id":45,"name":15},{"id":47,"name":16},{"id":25,"name":13},{"id":104,"name":18},{"id":174,"name":175},14,"NVIDIA RTX 5080",{"id":177,"name":51},15,{"id":179,"name":180},20,"NVIDIA RTX 4080 Super",{"id":182,"name":183},21,"AMD Radeon RX 9070",{"slug":185,"category":139,"publishedAt":186,"titleZh":187,"titleEn":188,"summaryZh":189,"summaryEn":190,"models":191,"hardwares":205},"rtx-4080-super-vs-5080-2026-10-18","2026-10-18T10:00:00.000Z","RTX 4080 Super vs RTX 5080：中高端两代对比，5080 快 17%、贵 ¥2000","RTX 4080 Super vs RTX 5080: 2-gen mid-high comparison, 5080 is 17% faster, ¥2000 more","10-18 批量 47 条 NVIDIA 中高端实测：RTX 5080 (16GB) 平均 258.82 tok\u002Fs vs RTX 4080 Super (16GB) 221.83 tok\u002Fs。**同 16GB VRAM，5080 快 16.7%，但价格贵 ¥2000**。RTX 5080 + Llama-3.1-8B IQ1_S 跑出 376 tok\u002Fs 峰值。","10-18 batch 47 NVIDIA mid-high measurements: RTX 5080 (16GB) avg 258.82 tok\u002Fs vs RTX 4080 Super (16GB) 221.83 tok\u002Fs. **Same 16GB VRAM, 5080 is 16.7% faster but ¥2000 more**. RTX 5080 + Llama-3.1-8B IQ1_S peaks at 376 tok\u002Fs.",[192,193,194,196,199,200,203,204],{"id":147,"name":148},{"id":150,"name":22},{"id":195,"name":21},51,{"id":197,"name":198},52,"Qwen3.8-9B",{"id":152,"name":153},{"id":201,"name":202},65,"gemma-4-12B-it",{"id":58,"name":161},{"id":166,"name":167},[206,207,208,209,210,213,214,215,217],{"id":45,"name":15},{"id":104,"name":18},{"id":174,"name":175},{"id":177,"name":51},{"id":211,"name":212},16,"AMD Radeon RX 9070 XT",{"id":179,"name":180},{"id":182,"name":183},{"id":35,"name":216},"NVIDIA RTX 4080",{"id":218,"name":219},42,"NVIDIA RTX 4070 Ti",{"slug":221,"category":139,"publishedAt":222,"titleZh":223,"titleEn":224,"summaryZh":225,"summaryEn":226,"models":227,"hardwares":248},"code-embed-multimodal-debut-2026-10-16","2026-10-16T16:00:00.000Z","代码 + 嵌入 + 多模态模型首次入库：Qwen3-Coder-Next 104 tok\u002Fs，gemma-4-E2B 176 tok\u002Fs","Code + embed + multimodal models first DB entries: Qwen3-Coder-Next 104 tok\u002Fs, gemma-4-E2B 176 tok\u002Fs","10-16 批量 4 类专用模型首次入库：代码（Qwen3-Coder-Next 104 tok\u002Fs）、嵌入（gemma-4-E2B 176 \u002F E4B 139 tok\u002Fs）、多模态（Qwen2.5-Omni-3B 151 tok\u002Fs）。专用模型 = 用途边界比通用模型清晰。","10-16 batch 4 specialty model types first in DB: code (Qwen3-Coder-Next 104 tok\u002Fs), embed (gemma-4-E2B 176 \u002F E4B 139 tok\u002Fs), multimodal (Qwen2.5-Omni-3B 151 tok\u002Fs). Specialty models = clearer use boundaries than general models.",[228,229,232,233,236,239,242,245],{"id":147,"name":148},{"id":230,"name":231},49,"Qwen3.5-9B",{"id":150,"name":22},{"id":234,"name":235},58,"Qwen3-Coder-Next",{"id":237,"name":238},60,"Qwen2.5-Omni-3B",{"id":240,"name":241},62,"Qwen3-Embedding-0.6B",{"id":243,"name":244},66,"gemma-4-E2B-it",{"id":246,"name":247},67,"gemma-4-E4B-it",[249,250,252,255,258,261],{"id":104,"name":18},{"id":86,"name":251},"AMD Ryzen AI Max+ 395",{"id":253,"name":254},28,"Apple M5 Max",{"id":256,"name":257},76,"NVIDIA Jetson AGX Orin 64GB",{"id":259,"name":260},87,"AMD Strix Halo (Radeon 8060S)",{"id":262,"name":263},88,"2x AMD Strix Halo",{"slug":265,"category":266,"publishedAt":267,"titleZh":268,"titleEn":269,"summaryZh":270,"summaryEn":271,"models":272,"hardwares":282},"edge-ai-jetson-snapdragon-2026-10-16","GUIDE","2026-10-16T14:00:00.000Z","边缘 AI 实测：Jetson AGX Orin 110 tok\u002Fs @ 37W，每瓦 3 tok\u002Fs 创纪录","Edge AI measurements: Jetson AGX Orin 110 tok\u002Fs @ 37W, 3 tok\u002Fs per watt record","10-16 批量 108 条边缘 \u002F 移动设备实测：Jetson AGX Orin 64GB 平均 110.96 tok\u002Fs（37.5W），Snapdragon X Elite 80.82（22.5W），Snapdragon 7 Gen 4 78.59（21.2W）。**每瓦 tok\u002Fs：Jetson 2.96 创 DB 记录**。","10-16 batch 108 edge \u002F mobile device measurements: Jetson AGX Orin 64GB avg 110.96 tok\u002Fs (37.5W), Snapdragon X Elite 80.82 (22.5W), Snapdragon 7 Gen 4 78.59 (21.2W). **Per-watt tok\u002Fs: Jetson 2.96 — DB record**.",[273,274,275,276,277,279,280,281],{"id":147,"name":148},{"id":230,"name":231},{"id":150,"name":22},{"id":195,"name":21},{"id":103,"name":278},"Qwen3-1.7B",{"id":237,"name":238},{"id":240,"name":241},{"id":243,"name":244},[283,284,285,286,289],{"id":104,"name":18},{"id":253,"name":254},{"id":256,"name":257},{"id":287,"name":288},104,"Qualcomm Snapdragon X Elite",{"id":290,"name":291},105,"Qualcomm Snapdragon 7 Gen 4",{"slug":293,"category":139,"publishedAt":294,"titleZh":295,"titleEn":296,"summaryZh":297,"summaryEn":298,"models":299,"hardwares":311},"strix-halo-point-mobile-apu-2026-10-16","2026-10-16T12:00:00.000Z","AMD Strix Halo + Strix Point 移动 APU 实测首发：2x Strix Halo 跑出 220 tok\u002Fs","AMD Strix Halo + Strix Point mobile APU first measurements: 2x Strix Halo hits 220 tok\u002Fs","10-16 批量 134 条 AMD Strix 系列实测：2x Strix Halo (128GB) 220.64、Strix Halo (64GB) 139.98、Strix Point (16GB) 100.48 tok\u002Fs。AMD 移动 APU 第一次在 DB 出现。","10-16 batch 134 AMD Strix-series measurements: 2x Strix Halo (128GB) 220.64, Strix Halo (64GB) 139.98, Strix Point (16GB) 100.48 tok\u002Fs. AMD mobile APU first time in DB.",[300,301,302,303,304,305,306,307,308,309,310],{"id":147,"name":148},{"id":230,"name":231},{"id":150,"name":22},{"id":195,"name":21},{"id":197,"name":198},{"id":152,"name":153},{"id":103,"name":278},{"id":234,"name":235},{"id":237,"name":238},{"id":240,"name":241},{"id":243,"name":244},[312,313,314,315,316,317],{"id":104,"name":18},{"id":86,"name":251},{"id":253,"name":254},{"id":259,"name":260},{"id":262,"name":263},{"id":318,"name":319},89,"AMD Strix Point (Radeon 890M)"]