Models

模型库

横向比较模型的 Intelligence Index、上下文窗口、单任务成本、生成速度、首字等待和完整响应时间。数据保持原始口径。

数据快照:2026-08-28查看原始来源 ↗

HOW TO RANK

没有唯一总榜:先按任务选择指标

本页不把能力、价格、速度和中文表现合成为本站总分。选择一个真实任务,再在同一来源、同一单位和同一快照内比较。

综合能力

先看 Intelligence Index 及其组成评测,再进入模型详情核对强弱项。

Coding 与 Agent

查看 Coding Agent 的具体 Harness、任务得分、成本和执行时间。

FULL RANKING

AI 模型完整排行榜与性能对比

可按模型、机构与状态筛选,并对智能指数、上下文、单任务成本、生成速度和响应时间分别排序。

151 / 289 个模型
模型智能、价格、速度和延迟横向比较 · v4.1 · 历史参考
模型上下文机构USDToken/s进一步分析
Claude Opus 5 (max)推理模型Anthropic · 1M Token1MAnthropic61US$2.035580.0189.14
Grok 4.6 (high)推理模型SpaceXAI · 500k Token500kSpaceXAI61US$0.846539.5747.21
Claude Opus 5 (xhigh)推理模型Anthropic · 1M Token1MAnthropic60US$1.565442.9352.21
Claude Fable 5推理模型Anthropic · 1M Token1MAnthropic60US$2.7573197.59204.43
GLM-5.3 (max)推理模型Z AI · 1M Token1MZ AI59.51US$0.6874.0172.05335.829
GPT-5.6 Sol (max)推理模型OpenAI · 1M Token1MOpenAI59US$1.5481144.31150.51
Claude Opus 5 (high)推理模型Anthropic · 1M Token1MAnthropic59US$1.065520.930.02
GPT-5.6 Sol (xhigh)推理模型OpenAI · 1M Token1MOpenAI58US$0.958238.1144.23
Qwen3.8 Max推理模型Alibaba · 1M Token1MAlibaba58US$1.13472.6355.65
Qwen3.8 2.4T A95B推理模型Alibaba · 984k Token984kAlibaba58US$1.09502.7552.65
Kimi K3推理模型Kimi · 1.05M Token1.05MKimi57US$0.7233144.34219.46
Muse Spark 1.2 (xhigh)推理模型Meta · 1.05M Token1.05MMeta57US$0.40
Claude Opus 5 (medium)推理模型Anthropic · 1M Token1MAnthropic56US$0.62535.7815.25
GPT-5.6 Sol (high)推理模型OpenAI · 1M Token1MOpenAI56US$0.627812.4818.92
Claude Opus 4.8 (max)推理模型Anthropic · 1M Token1MAnthropic56US$1.805630.9539.81
Gemini 3.7 Flash (high)推理模型Google · 1M Token1MGoogle56US$0.403409.8311.3
GPT-5.6 Terra (max)推理模型OpenAI · 1M Token1MOpenAI55US$0.82137177.83181.47
Grok 4.5 (high)推理模型SpaceXAI · 500k Token500kSpaceXAI54US$0.35609.7618.04
GPT-5.6 Sol (medium)推理模型OpenAI · 1M Token1MOpenAI54US$0.41744.4811.23
Claude Sonnet 5 (max)推理模型Anthropic · 1M Token1MAnthropic53US$1.5374161167.79
Gemini 3.7 Flash (medium)推理模型Google · 1M Token1MGoogle53US$0.262744.226.05
DeepSeek V4 Pro 0813 (max)推理模型DeepSeek · 1M Token1MDeepSeek53US$0.25801.8233.07
Qwen3.8 27B推理模型Alibaba · 256k Token256kAlibaba52.02
GPT-5.6 Terra (xhigh)推理模型OpenAI · 1M Token1MOpenAI52US$0.4813721.6625.32
DeepSeek V4 Flash 0731推理模型DeepSeek · 1M Token1MDeepSeek52US$0.031201.4322.27
GPT-5.6 Luna (max)推理模型OpenAI · 1M Token1MOpenAI51US$0.28198139.79142.31
GLM-5.2 (max)推理模型Z AI · 1M Token1MZ AI51US$0.322201.3212.7
Muse Spark 1.1 (xhigh)推理模型Meta · 1.05M Token1.05MMeta51US$0.261291.4620.88
Claude Opus 5 (low)推理模型Anthropic · 1M Token1MAnthropic51US$0.36522.9812.68
Gemini 3.7 Flash (low)推理模型Google · 1M Token1MGoogle51US$0.162530.742.71
Gemini 3.5 Flash推理模型Google · 1M Token1MGoogle50US$0.5918824.8827.54
Gemini 3.6 Flash推理模型Google · 1M Token1MGoogle50US$0.5024018.3820.46
GPT-5.6 Sol (low)推理模型OpenAI · 1M Token1MOpenAI49US$0.24763.099.7
GPT-5.6 Luna (xhigh)推理模型OpenAI · 1M Token1MOpenAI49US$0.1818435.6538.36
GPT-5.6 Terra (high)推理模型OpenAI · 1M Token1MOpenAI49US$0.341222.326.41
Kimi K3 (low)推理模型Kimi · 1.05M Token1.05MKimi47US$0.24334.7780.13
Motif 3推理模型Motif Technologies · 262k Token262kMotif Technologies47
Gemini 3.1 Pro Preview推理模型Google · 1M Token1MGoogle46US$0.2912941.2745.13
GPT-5.6 Luna (high)推理模型OpenAI · 1M Token1MOpenAI46US$0.121979.0711.6
Qwen3.7 Max推理模型Alibaba · 1M Token1MAlibaba46US$1.032022.6117.02
GPT-5.6 Terra (medium)推理模型OpenAI · 1M Token1MOpenAI46US$0.181301.645.49
MiniMax-M3推理模型MiniMax · 1M Token1MMiniMax44US$0.12891.6329.64
DeepSeek V4 Pro (max)推理模型DeepSeek · 1M Token1MDeepSeek44US$0.04731.5168.11
Motif 3 (Beta)推理模型Motif Technologies · 262k Token262kMotif Technologies44
DeepSeek V4 Pro (high)推理模型DeepSeek · 1M Token1MDeepSeek43US$0.04751.6234.8
Muse Spark推理模型Meta · 262k Token262kMeta43
MiMo-V2.5-Pro推理模型Xiaomi · 1M Token1MXiaomi42US$0.06712.9638.41
Kimi K2.7 Code推理模型Kimi · 256k Token256kKimi42452.8263.96
Claude Sonnet 5 (Non-reasoning)非推理模型Anthropic · 1M Token1MAnthropic42US$0.37621.219.31
Solar Pro 4推理模型Upstage · 512k Token512kUpstage42US$0.22652.240.53
Hy3推理模型Tencent · 256k Token256kTencent41US$0.03602.4944.33
GPT-5.6 Sol (Non-reasoning)非推理模型OpenAI · 1M Token1MOpenAI41US$0.267517.63
Nex-N2-Pro推理模型Nex AGI · 262k Token262kNex AGI411361.7620.18
Inkling推理模型Thinking Machines · 1M Token1MThinking Machines41871.7330.33
GPT-5.6 Terra (low)推理模型OpenAI · 1M Token1MOpenAI40US$0.151291.385.25
DeepSeek V4 Flash 0420推理模型DeepSeek · 1M Token1MDeepSeek40US$0.021181.2552.98
Qwen3.6 Plus推理模型Alibaba · 1M Token1MAlibaba40US$0.31522.51119.07
Inkling Small推理模型Thinking Machines · 1M Token1MThinking Machines40US$0.07951.6727.96
Qwen3.7 Plus推理模型Alibaba · 1M Token1MAlibaba39US$0.22522.8750.64
JT-4.1 Flash 236B A21B推理模型China Mobile · 256k Token256kChina Mobile39
Agnes 2.5 Pro Alpha推理模型Sapiens AI · 1M Token1MSapiens AI391031.6625.83
GPT-5.6 Luna (medium)推理模型OpenAI · 1M Token1MOpenAI38US$0.071962.845.39
Nemotron 3 Ultra推理模型NVIDIA · 262k Token262kNVIDIA38US$0.252001.1415.02
Ling 3.0 Flash推理模型InclusionAI · 262k Token262kInclusionAI38US$0.043822.028.57
DeepSeek V4 Flash 0420 · AA High Effort推理模型DeepSeek · 1M Token1MDeepSeek37US$0.04
MiMo-V2.5推理模型Xiaomi · 1M Token1MXiaomi37US$0.01694.3940.65
Qwen3.6 27B推理模型Alibaba · 262k Token262kAlibaba37US$0.27563.66114.28
Solar Open2 250B推理模型Upstage · 1.05M Token1.05MUpstage37
Gemini 3.5 Flash-Lite推理模型Google · 1M Token1MGoogle36US$0.094288.119.28
Muse Glimmer (high)推理模型Meta · 131k Token131kMeta35US$0.07990.8326.01
A.X-K2推理模型SK Telecom · 262k Token262kSK Telecom35
GLM-5.2推理模型Z AI · 1M Token1MZ AI341221.545.62
GPT-5.6 Terra (Non-reasoning)非推理模型OpenAI · 1M Token1MOpenAI34US$0.181330.784.54
KAT-Coder-Pro V2推理模型KwaiKAT · 256k Token256kKwaiKAT341031.576.42
Qwen3.5 397B A17B推理模型Alibaba · 262k Token262kAlibaba34US$0.33702.3655.13
LongCat 2.0推理模型LongCat · 1M Token1MLongCat33
GPT-5.6 Luna (low)推理模型OpenAI · 1M Token1MOpenAI33US$0.061741.554.42
Qwen3.5 122B A10B推理模型Alibaba · 262k Token262kAlibaba32US$0.241332.3221.09
Qwen3.6 35B A3B推理模型Alibaba · 262k Token262kAlibaba32US$0.181582.2239.49
G9v3-39A5B推理模型AI9Stars · 131k Token131kAI9Stars32*
Ring-2.6-1T推理模型InclusionAI · 262k Token262kInclusionAI31US$0.351263.3923.3
K-EXAONE 2.0推理模型LG AI Research · 262k Token262kLG AI Research31
Qwen3.6 27B推理模型Alibaba · 262k Token262kAlibaba30US$0.36573.6312.4
Step 3.7 Flash推理模型StepFun · 262k Token262kStepFun30US$0.094050.927.09
Mistral Medium 3.5推理模型Mistral · 256k Token256kMistral30US$0.39104226.11
Claude 4.5 Haiku推理模型Anthropic · 200k Token200kAnthropic30US$0.2410614.4619.17
Gemma 4 31B推理模型Google · 256k Token256kGoogle29351.1265.8
GPT-5.5 Instant (June 2026)推理模型OpenAI · 400k Token400kOpenAI29US$0.54
Qwen3.5 122B A10B推理模型Alibaba · 262k Token262kAlibaba28US$0.181462.375.79
GPT-5.6 Luna (Non-reasoning)非推理模型OpenAI · 1M Token1MOpenAI27US$0.081790.793.58
Gemini 2.5 Pro推理模型Google · 1M Token1MGoogle26US$0.2014322.2625.75
Gemma 4 26B A4B推理模型Google · 256k Token256kGoogle26US$0.03
NVIDIA Nemotron 3 Super推理模型NVIDIA · 1M Token1MNVIDIA25US$0.211871.6515
Gemini 3.1 Flash-Lite推理模型Google · 1M Token1MGoogle25US$0.043296.017.53
Grok 4.3 (Non-reasoning)非推理模型SpaceXAI · 1M Token1MSpaceXAI25US$0.371010.825.75
MiMo-V2-Flash推理模型Xiaomi · 256k Token256kXiaomi25
Ling 3.0 Tiny推理模型InclusionAI · 262k Token262kInclusionAI25US$0.002032.4514.76
Qwen3.6 35B A3B推理模型Alibaba · 262k Token262kAlibaba24US$0.602002.284.78
Qwen3.5 35B A3B推理模型Alibaba · 262k Token262kAlibaba24US$0.231342.25.93
gpt-oss-120b (high)推理模型OpenAI · 131k Token131kOpenAI24US$0.062840.859.66
Nemotron 3.5 Lightning推理模型NVIDIA · 1M Token1MNVIDIA24US$0.062931.129.64
Command A+推理模型Cohere · 192k Token192kCohere23US$0.002030.412.7
K-EXAONE推理模型LG AI Research · 256k Token256kLG AI Research22
Gemma 4 12B推理模型Google · 256k Token256kGoogle221082.4425.5
Gemma 4 31B推理模型Google · 256k Token256kGoogle22US$0.03732.289.1
Nova 2.0 Pro Preview (medium)推理模型Amazon · 256k Token256kAmazon22US$0.1711715.7136.99
Qwen3.5 9B推理模型Alibaba · 262k Token262kAlibaba21US$0.22751.5735.04
Mercury 2推理模型Inception · 128k Token128kInception21US$0.089873.934.43
Qwen3 Coder Next推理模型Alibaba · 256k Token256kAlibaba21US$0.331311.275.09
EXAONE 4.5 33B推理模型LG AI Research · 262k Token262kLG AI Research20
North Mini Code推理模型Cohere · 256k Token256kCohere20US$0.00640.4839.46
Nova 2.0 Pro Preview (low)推理模型Amazon · 256k Token256kAmazon20US$0.211219.730.38
Mistral Small 4推理模型Mistral · 256k Token256kMistral20US$0.101630.7516.08
Devstral 2推理模型Mistral · 256k Token256kMistral19US$0.00361.2515.28
Nova 2.0 Lite (high)推理模型Amazon · 1M Token1MAmazon18US$0.2514918.9235.71
Trinity Large Thinking推理模型Arcee AI · 512k Token512kArcee AI18US$0.131660.915.97
Magistral Medium 1.2推理模型Mistral · 128k Token128kMistral18US$0.75441.7158.39
HyperNova 60B 2605推理模型Multiverse Computing · 131k Token131kMultiverse Computing18US$0.023640.917.78
Nemotron Cascade 2 30B A3B推理模型NVIDIA · 1M Token1MNVIDIA18
Devstral Small 2推理模型Mistral · 256k Token256kMistral17US$0.00341.3316.02
K2 Think V2推理模型MBZUAI Institute of Foundation Models · 262k Token262kMBZUAI Institute of Foundation Models17
Qwen3 Next 80B A3B推理模型Alibaba · 262k Token262kAlibaba17US$0.172102.2414.12
G9v3-3B推理模型AI9Stars · 131k Token131kAI9Stars16
Mistral Large 3推理模型Mistral · 256k Token256kMistral16US$0.06491.1411.4
gpt-oss-120b (low)推理模型OpenAI · 131k Token131kOpenAI15US$0.022950.859.32
gpt-oss-20b (high)推理模型OpenAI · 131k Token131kOpenAI15US$0.021970.8213.53
Nova 2.0 Pro Preview推理模型Amazon · 256k Token256kAmazon14US$0.251091.035.6
Llama 4 Maverick推理模型Meta · 1M Token1MMeta14US$0.031050.935.7
NVIDIA Nemotron 3 Nano推理模型NVIDIA · 1M Token1MNVIDIA14US$0.021561.3717.44
Solar Pro 3推理模型Upstage · 128k Token128kUpstage14
Ling 2.6 Flash推理模型InclusionAI · 262k Token262kInclusionAI141301.134.97
DiffusionGemma 26B A4B推理模型Google · 256k Token256kGoogle13
Gemma 4 E4B推理模型Google · 128k Token128kGoogle12900.7928.67
Celeris-1推理模型Celeris · 131k Token131kCeleris122,0380.650.9
Magistral Small 1.2推理模型Mistral · 128k Token128kMistral11US$0.25880.9329.29
Nanbeige4.1-3B推理模型Nanbeige · 256k Token256kNanbeige11
Ministral 3 14B推理模型Mistral · 256k Token256kMistral11US$0.15620.858.9
Llama 4 Scout推理模型Meta · 10M Token10MMeta10US$0.01960.765.98
Gemma 4 E2B推理模型Google · 128k Token128kGoogle9
Llama 3.3 70B推理模型Meta · 128k Token128kMeta9US$0.08851.667.54
Ministral 3 8B推理模型Mistral · 256k Token256kMistral9US$0.181120.735.18
Granite 4.1 30B推理模型IBM · 131k Token131kIBM9
NVIDIA Nemotron 3 Nano 4B推理模型NVIDIA · 262k Token262kNVIDIA9
Qwen3.5 2B推理模型Alibaba · 262k Token262kAlibaba7
Ministral 3 3B推理模型Mistral · 256k Token256kMistral6US$0.132510.632.62
Phi-4 Mini推理模型Microsoft · 128k Token128kMicrosoft6US$0.00450.8311.96
Qwen3.5 2B推理模型Alibaba · 262k Token262kAlibaba6
Qwen3.5 0.8B推理模型Alibaba · 262k Token262kAlibaba5
Granite 4.1 3B推理模型IBM · 131k Token131kIBM5
MiniCPM-V 4.6 1.3B推理模型OpenBMB · 262k Token262kOpenBMB4
Qwen3.5 0.8B推理模型Alibaba · 262k Token262kAlibaba3
已显示 12 / 151 个模型

仅比较同一评测版本;v4.1 保留为历史参考,不与 v4.3 混排。单任务成本不是当前 API 价格。“—”表示该项未知;带 * 的指数来自原始榜单的估算标记。

上下文窗口

一次请求可容纳的输入与输出 Token 总量,不等于模型一定能有效利用全部长度。

首字等待

发出请求到收到第一个 Token 的时间,越低意味着越快开始回答。

完整响应

从请求发出到回答完成的总时间,受推理长度和输出速度共同影响。

FAQ

AI 模型排行榜常见问题

回答只使用本站已公开的指标定义和比较边界。

AI 模型排行榜前十名应该怎么看?

先固定任务和指标,再查看同一列的前十名。综合能力、Coding、中文、价格和速度不是同一量纲,不能把不同榜单直接相加。

哪个 AI 模型最好用?

没有脱离任务的唯一最好模型。复杂推理优先看公开能力评测,编码任务看 Coding Agent 与代码基准,生产调用还要同时检查价格、速度、延迟和上下文。

国内大模型应该怎样比较?

先在完整表中按机构与模型名称筛选,再分别核对中文任务、Coding、能力、成本和开放权重;不要用机构国别代替模型实测结果。

怎样同时比较模型价格与速度?

使用本页表格的单任务成本、输出速度、首字等待和完整响应列,并保持 Provider、模型版本与快照日期一致。