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网站维护公司哈尔滨,好的wordpress企业模板下载地址,郑州市城乡建设局官网,阿里云虚拟主机与网站吗Gemini 3 Pro Preview以73分高居智能榜首#xff0c;而每百万token仅需0.03美元的Gemma 3n E4B则创造了价格新低。当AI模型如雨后春笋般涌现#xff0c;这个排行榜正成为衡量它们实力的“技术标尺”。 在Artificial Analysis AI最新发布的模型排行榜中#xff0c;超过100个大…Gemini 3 Pro Preview以73分高居智能榜首而每百万token仅需0.03美元的Gemma 3n E4B则创造了价格新低。当AI模型如雨后春笋般涌现这个排行榜正成为衡量它们实力的“技术标尺”。在Artificial Analysis AI最新发布的模型排行榜中超过100个大型语言模型按智能分数、价格、输出速度和延迟等关键指标进行了全面评估。这份榜单如同AI领域的“奥运会成绩单”展示了各家公司在不同技术赛道上的优势与取舍。主流大语言模型核心指标对比表模型名称上下文窗口提供商智能指数性能偏移值价格每百万tokens/美元输出速度tokens/秒延迟秒Gemini 3 Pro Preview (high)1mGoogle73134.5013231.31GPT-5.2 (xhigh)400kOpenAI73-44.8111328.50Gemini 3 Flash1mGoogle71101.1323011.58Claude Opus 4.5200kAnthropic701010.00641.69GPT-5.1 (high)400kOpenAI7023.4418928.50Z AI200kZ AI68-360.88830.71GPT-5.2 (medium)400kOpenAI67-34.8100.00Kimi K2 Thinking256kKimi67-231.071010.65GPT-5.1 Codex (high)400kOpenAI67-73.4424511.00MiMo-V2-Flash256kXiaomi66-420.151421.58DeepSeek V3.2128kDeepSeek66-230.32301.30o3200kOpenAI65-173.503519.25Grok 4256kxAI6516.005010.08Gemini 3 Pro Preview (low)1mGoogle65-14.501364.11GPT-5 mini (high)400kOpenAI64-200.6968119.02Grok 4.1 Fast2mxAI64-310.281636.23MiniMax-M2.1205kMiniMax64-300.53671.42KAT-Coder-Pro V1256kKwaiKAT64-360.00621.01Claude 4.5 Sonnet1mAnthropic63-26.00641.94Nova 2.0 Pro Preview (medium)256kAmazon62-503.4413721.60GPT-5.1 Codex mini (high)400kOpenAI62-180.691899.05Doubao-Seed-1.8256kByteDance Seed61-420.1500.00MiniMax-M2205kMiniMax61-500.53641.62gpt-oss-120B (high)131kOpenAI61-520.263720.45Grok 4 Fast2mxAI60-310.281574.86Claude Opus 4.5200kAnthropic60-610.00801.98Gemini 2.5 Pro1mGoogle60-183.4416034.18DeepSeek V3.2 Speciale128kDeepSeek59-190.3200.00Nova 2.0 Lite (medium)1mAmazon58-580.8524214.58DeepSeek V3.1 Terminus128kDeepSeek58-270.8000.00Nova 2.0 Pro Preview (low)256kAmazon58-483.4413611.74Qwen3 235B A22B 2507256kAlibaba57-482.63681.06Doubao Seed Code256kByteDance Seed57-360.4100.00Grok 3 mini Reasoning (high)1mxAI57-70.351950.72Apriel-v1.6-15B-Thinker128kServiceNow57-600.001480.25Nova 2.0 Omni (medium)1mAmazon56-600.8500.00Qwen3 Max Thinking262kAlibaba56-402.40341.69Qwen3 Max262kAlibaba55-452.40291.69Claude 4.5 Haiku200kAnthropic55-62.00900.41Gemini 3 Flash1mGoogle55-11.131990.68Qwen3 VL 235B A22B262kAlibaba54-472.63421.02Qwen3 Next 80B A3B262kAlibaba54-531.881820.96ERNIE 5.0 Thinking Preview128kBaidu53-421.4700.00DeepSeek V3.2128kDeepSeek52-490.32291.33gpt-oss-20B (high)131kOpenAI52-650.103000.51Magistral Medium 1.2128kMistral52-282.75380.50DeepSeek R1 0528128kDeepSeek52-302.3600.00Qwen3 VL 32B256kAlibaba52-532.63521.02NVIDIA Nemotron 3 Nano1mNVIDIA52-520.103330.19GPT-5 nano (high)400kOpenAI51-300.14136102.57GLM-4.7200kZ AI51-480.87730.76Kimi K2 0905256kKimi50-281.20960.55Claude 4.5 Sonnet1mAnthropic50-116.00721.99GLM-4.5-Air128kZ AI49-630.421030.61Nova 2.0 Omni (low)1mAmazon49-510.8500.00Grok Code Fast 1256kxAI49-380.532514.99Mi:dm K 2.5 Pro128kKorea Telecom48–0.0000.00GPT-5.2400kOpenAI48-154.81800.63Gemini 2.5 Flash-Lite (Sep)1mGoogle48-550.175385.53gpt-oss-120B (low)131kOpenAI48-560.263220.45Nova 2.0 Lite (low)1mAmazon47-550.852254.78Qwen3 30B A3B 2507262kAlibaba46-570.751760.88K2-V2 (high)512kMBZUAI Institute of Foundation Models46-570.0000.00MiMo-V2-Flash256kXiaomi46-450.151131.59DeepSeek V3.1 Terminus128kDeepSeek46-450.8000.00Qwen3 235B 2507256kAlibaba45-451.23460.95Qwen3 VL 30B A3B256kAlibaba45-590.751061.06Llama Nemotron Super 49B v1.5128kNVIDIA45-470.17740.23Motif-2-12.7B128kMotif Technologies45-620.0000.00Qwen3 Next 80B A3B262kAlibaba45-600.881811.09Ling-1T128kInclusionAI45-570.0000.00HyperCLOVA X SEED Think (32B)128kNaver44-520.0000.00gpt-oss-20B (low)131kOpenAI44-610.102550.59Qwen3 VL 235B A22B262kAlibaba44-541.23371.11Mi:dm K 2.5 Pro Preview128kKorea Telecom44-560.0000.00Qwen3 4B 2507262kAlibaba43-550.0000.00Magistral Small 1.2128kMistral43-660.752140.32EXAONE 4.0 32B131kLG AI Research43-610.70940.29Qwen3 Coder 480B262kAlibaba42-243.00511.50Nova 2.0 Pro Preview256kAmazon42-503.441590.47Ring-1T128kInclusionAI4200.9800.00Claude 4.5 Haiku200kAnthropic42-82.001040.43Gemini 2.5 Flash-Lite (Sep)1mGoogle42-440.174620.29Hermes 4 405B128kNous Research42-371.50350.78Qwen3 VL 32B256kAlibaba41-641.23450.92GLM-4.6V128kZ AI41-260.45690.70NVIDIA Nemotron Nano 12B v2 VL128kNVIDIA41-660.301280.17K2-V2 (medium)512kMBZUAI Institute of Foundation Models40-510.0000.00Qwen3 Omni 30B A3B66kAlibaba40-620.43970.84Ring-flash-2.0128kInclusionAI40-600.25881.39Hermes 4 70B128kNous Research39-510.20790.62Grok 4 Fast2mxAI39-560.281450.63Llama Nemotron Ultra128kNVIDIA38-460.90370.76Qwen3 VL 30B A3B256kAlibaba38-640.35970.95Mistral Large 3256kMistral38-410.75480.54Olmo 3.1 32B Think66kAllen Institute for AI38-390.00370.47Ling-flash-2.0128kInclusionAI38-670.25541.49Grok 4.1 Fast2mxAI38-520.281460.76Solar Pro 266kUpstage38-580.501120.99NVIDIA Nemotron Nano 9B V2131kNVIDIA37-430.07430.28Qwen3 30B A3B 2507262kAlibaba37-670.35590.99Devstral 2256kMistral36-480.00580.43NVIDIA Nemotron Nano 9B V2131kNVIDIA36-580.10760.47Llama 4 Maverick1mMeta36-430.421330.41Nova 2.0 Lite1mAmazon36-600.852220.52Llama 3.3 Nemotron Super 49B128kNVIDIA35–0.0000.00Mistral Medium 3.1128kMistral35-480.80850.46Nova 2.0 Omni1mAmazon34-650.852300.72Qwen3 Coder 30B A3B262kAlibaba33-520.901021.48ERNIE 4.5 300B A47B131kBaidu33-370.00302.03Hermes 4 405B128kNous Research33-351.50330.79Nova Premier1mAmazon32-385.00800.82Qwen3 VL 8B256kAlibaba32-540.66640.91OLMo 3 7B Think66kAllen Institute for AI32-740.141130.53Devstral Small 2256kMistral32-590.002040.35K2-V2 (low)512kMBZUAI Institute of Foundation Models31-490.0000.00DeepSeek R1 0528 Qwen3 8B33kDeepSeek31-650.07401.22Ministral 14B (Dec 25)256kMistral31-670.201320.32GLM-4.6V128kZ AI30-390.45570.81Qwen3 4B 2507262kAlibaba30-540.0000.00EXAONE 4.0 32B131kLG AI Research30-640.70870.31Solar Pro 266kUpstage30-630.501101.02Qwen3 Omni 30B A3B66kAlibaba30-700.43890.88DeepSeek R1 Distill Llama 70B128kDeepSeek30-470.88870.88Mistral Small 3.2128kMistral29-510.151050.33Ministral 8B (Dec 25)256kMistral28-700.151940.27Llama 4 Scout10mMeta28-530.241140.44Llama 3.1 405B128kMeta28-184.19250.80Llama 3.3 70B128kMeta28-550.641190.46Devstral Medium256kMistral28-330.801120.43Ling-mini-2.0131kInclusionAI2800.121811.39Qwen3 VL 4B256kAlibaba27–0.0000.00Devstral Small256kMistral27-520.152380.36Qwen3 VL 8B256kAlibaba27-540.311070.85Command A256kCohere27-504.381160.20Exaone 4.0 1.2B64kLG AI Research27-820.0000.00Llama Nemotron Super 49B v1.5128kNVIDIA27-470.17720.22Llama 3.1 Nemotron Nano 4B v1.1128kNVIDIA26–0.0000.00Kimi Linear 48B A3B Instruct1mKimi26–0.0000.00Reka Flash 3128kReka AI26-650.35491.34Llama 3.3 Nemotron Super 49B128kNVIDIA26-510.0000.00NVIDIA Nemotron 3 Nano1mNVIDIA26-650.103110.21NVIDIA Nemotron Nano 12B v2 VL128kNVIDIA25-730.301270.60Qwen3 VL 4B256kAlibaba25–0.0000.00Hermes 4 70B128kNous Research24-500.20720.69Llama 3.1 Nemotron 70B128kNVIDIA24-411.20410.40Granite 4.0 H Small128kIBM23-620.111968.80Phi-416kMicrosoft Azure23-560.22140.49Qwen3 1.7B32kAlibaba22-780.401250.87OLMo 3 7B66kAllen Institute for AI22-780.13350.61Gemma 3 27B128kGoogle22-680.00474.39Ministral 3B (Dec 25)256kMistral22-640.102760.28Jamba Reasoning 3B262kAI21 Labs21-630.0000.00Jamba 1.7 Large256kAI21 Labs2103.50510.81Exaone 4.0 1.2B64kLG AI Research20-830.0000.00Gemma 3 12B128kGoogle20-770.00455.59R1 1776128kPerplexity19–0.0000.00Llama 3.2 90B (Vision)128kMeta19–0.72420.33Nova Micro130kAmazon18-490.064700.35LFM2 8B A1B33kLiquid AI17–0.0000.00Granite 4.0 Micro128kIBM16-780.0000.00Phi-4 Mini128kMicrosoft Azure16-630.00450.30DeepHermes 3 - Mistral 24B32kNous Research16–0.0000.00Llama 3.2 11B (Vision)128kMeta16-630.16700.41Gemma 3n E4B32kGoogle15-820.03560.37Jamba 1.7 Mini258kAI21 Labs15-10.251270.68Gemma 3 4B128kGoogle15-840.00440.98Qwen3 1.7B32kAlibaba14-820.191170.88Qwen3 0.6B32kAlibaba14-820.402010.78Granite 4.0 H 1B128kIBM14–0.0000.00Granite 4.0 1B128kIBM13-830.0000.00Phi-4 Multimodal128kMicrosoft Azure12–0.00170.33LFM2 2.6B33kLiquid AI12–0.0000.00Gemma 3n E2B32kGoogle11-810.00450.37Qwen3 0.6B32kAlibaba11-870.191910.79LFM2 1.2B33kLiquid AI10-710.0000.00Molmo 7B-D4kAllen Institute for AI9–0.0000.00Granite 4.0 H 350M33kIBM8-890.0000.00Granite 4.0 350M33kIBM8-640.0000.00Gemma 3 1B32kGoogle7-800.00400.53Gemma 3 270M32kGoogle6–0.0000.00DeepHermes 3 - Llama-3.1 8B128kNous Research2–0.0000.00DeepSeek-OCR8kDeepSeek––0.053230.23Grok Voice Agent32kxAI––0.0000.00Cogito v2.1128kDeep Cogito–-271.25730.36表格说明上下文窗口单位为 tokens1m代表 100 万k代表 1000性能偏移值为模型相对基准版本的性能波动幅度负值代表性能低于基准正值代表高于基准延迟为从发送请求到接收首块 tokens 的时间输出速度为生成 tokens 的速率--代表该指标无公开数据。01 智能表现前沿模型的巅峰对决榜单顶端的智能分数竞争激烈各大科技公司的顶尖模型展开了毫厘之间的较量。Gemini 3 Pro Preview以73分的高智能分数位居榜首紧随其后的是OpenAI的GPT-5.2同样获得73分仅因细微差别略逊一筹。Gemini 3 Flash和Claude Opus 4.5分别以71分和70分位列第三和第四。这些分数代表了模型在理解、推理、创造等多维度能力的综合评估。DeepSeek旗下模型表现稳健其中DeepSeek V3.2和DeepSeek V3.2 Speciale分别获得66分和59分的智能分数。虽然与顶尖模型尚有差距但在性价比方面展现出独特优势。值得一提的是OpenAI的o3模型虽然只有65分的智能分数但其高达351 tokens/s的输出速度使其在实际应用中具备独特的竞争力。02 价格格局成本战的全面打响价格成为模型竞争的第二战场一些小型模型通过极致的成本控制找到了市场定位。Gemma 3n E4B和DeepSeek-OCR创造了价格新低分别仅为每百万token 0.03美元和0.05美元。Llama 3.2系列同样表现出色1B和3B版本价格极为亲民使更多开发者和企业能够负担得起AI能力集成。在中国厂商中DeepSeek V3.2以0.32美元的价格提供了66分的智能表现性价比突出。相比之下小米的MiMo-V2-Flash虽然智能分数为66分价格仅为0.15美元展现出更强的成本控制能力。Claude Opus 4.5以10美元每百万token的价格位居高端反映了其在专业领域的价值定位。下表展示了代表性模型的价格与智能平衡模型价格(美元/百万token)智能分数性价比指数(智能/价格)Gemma 3n E4B0.03未显示-DeepSeek-OCR0.05未显示-Llama 3.2 1B未显示未显示-DeepSeek V3.20.3266206.25MiMo-V2-Flash0.1566440.00Claude Opus 4.510.00707.00Gemini 3 Pro Preview4.507316.2203 输出速度实时响应能力的竞争在需要快速响应的应用场景中输出速度成为关键指标部分模型在此方面表现突出。Granite 3.3 8B以惊人的686 tokens/s位居速度榜首显示出小型模型在优化后可以达到极致的处理速度。Gemini 2.5 Flash-Lite (Sep)以538 tokens/s紧随其后而Nova Micro等模型也在高速输出领域占有一席之地。OpenAI的o3模型虽然智能分数仅为65分但输出速度高达351 tokens/s在需要快速生成内容的场景中优势明显。相比之下一些高分智能模型如Claude Opus 4.564 tokens/s和Gemini 3 Pro Preview132 tokens/s在速度上做出了妥协以换取更强的智能表现。04 延迟表现即时交互的关键指标对于需要即时反馈的交互式应用首次令牌延迟时间(TTFT)是至关重要的性能参数。Apriel-v1.5-15B-Thinker以0.18秒的极低延迟位居榜首创造了近乎实时的交互体验。NVIDIA Nemotron 3 Nano以0.19秒紧随其后显示出专业硬件公司在优化推理延迟方面的技术积累。Command A和NVIDIA Nemotron Nano 12B v2 VL等模型也在低延迟领域表现出色为实时对话、代码补全等应用场景提供了技术支持。值得注意的是延迟与模型大小和架构密切相关一些小型专用模型通过精简设计实现了极低的响应时间满足了特定应用场景的需求。05 上下文窗口处理长文本的能力比拼随着应用场景的复杂化模型能够处理的上下文长度成为衡量其能力的重要维度。Llama 4 Scout以惊人的10M1000万tokens上下文窗口位居榜首能够处理极其庞大的文档和对话历史。Grok 4 Fast以2M tokens的容量紧随其后显示出在处理长上下文方面的强大能力。其他模型如Gemini 3 Pro Preview1M、GPT-5.2400k等虽然上下文窗口相对较小但在各自适用场景中仍表现出色。长上下文能力使模型能够处理复杂文档、进行长对话管理和跨文档分析为法律、研究、编程等专业领域提供了更多可能性。06 中国模型军团多元发展的技术路线中国AI公司在排行榜中呈现出多元化发展的态势不同厂商选择了各具特色的技术路线。DeepSeek通过平衡智能与价格找到了市场定位其V3.2版本以66分的智能和0.32美元的价格提供了良好的性价比。阿里巴巴的Qwen3系列模型覆盖了从4B到235B的多种规模其中Qwen3 235B A22B 2507以57分智能和2.63美元的价格面向高端市场。百度ERNIE 5.0 Thinking Preview、智谱GLM-4.7、小米MiMo-V2-Flash等模型也在榜单中占有一席之地显示出中国AI生态的繁荣发展。特别值得一提的是字节跳动的Doubao-Seed-1.8以0.15美元的价格提供了61分的智能表现在性价比方面具有竞争力。07 专业细分领域针对性优化的模型涌现随着AI应用场景的细化针对特定领域优化的模型开始崭露头角形成了多样化的技术生态。KAT-Coder-Pro V1以完全免费的方式提供了64分的智能表现专注于代码生成领域为开发者社区提供了可访问的高质量工具。NVIDIA的Nemotron系列在低延迟推理方面表现突出结合硬件优势为实时应用提供了解决方案。专注于推理的DeepSeek R1 0528虽然价格较高2.36美元但在需要复杂逻辑推理的场景中可能提供更高价值。一些模型如Apriel-v1.6-15B-Thinker完全免费虽然智能分数不高57分但在特定应用场景中仍具有实用价值。模型竞技场呈现出清晰的三层格局顶端是Gemini、GPT争夺智能王座中间层是DeepSeek等模型平衡性能与价格底层则是Gemma、Llama构建普惠AI生态。价格战已全面打响每百万token的成本从10美元骤降至0.03美元。当Gemini 2.5 Flash-Lite以每秒538个token的速度狂奔时延迟低于0.2秒的模型正在重新定义人机交互的即时性边界。这场竞赛没有单一赢家只有在特定维度上的领先者。