Models

AI 模型总览

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:2026-07-21查看原始来源 ↗
255 / 255 个模型
模型智能、价格、速度和延迟横向比较
模型上下文机构USDToken/s进一步分析
Claude Fable 5推理模型1MAnthropic60US$2.7565100.91108.61
GPT-5.6 Sol (max)推理模型1MOpenAI59US$1.0463142.61150.52
GPT-5.6 Sol (xhigh)推理模型1MOpenAI58US$0.686052.1860.53
Kimi K3推理模型1.05MKimi57US$0.95
GPT-5.6 Sol (high)推理模型1MOpenAI56US$0.456112.8721.14
Claude Opus 4.8 (max)推理模型1MAnthropic56US$1.806030.8939.25
GPT-5.6 Terra (max)推理模型1MOpenAI55US$0.82150163.1166.44
Grok 4.5 (high)推理模型500kSpaceXAI54US$0.317310.6917.54
GPT-5.6 Sol (medium)推理模型1MOpenAI54US$0.31549.9319.21
Claude Sonnet 5 (max)推理模型1MAnthropic53US$1.5384182.27188.23
GPT-5.6 Terra (xhigh)推理模型1MOpenAI52US$0.4813114.0217.83
GPT-5.6 Luna (max)推理模型1MOpenAI51US$0.2119582.785.26
GLM-5.2 (max)推理模型1MZ AI51US$0.471991.3713.92
Muse Spark 1.1 (xhigh)推理模型1.05MMeta51US$0.261221.2721.81
Gemini 3.5 Flash推理模型1MGoogle50US$0.5916520.3123.33
GPT-5.6 Sol (low)推理模型1MOpenAI49US$0.20533.2112.7
GPT-5.6 Luna (xhigh)推理模型1MOpenAI49US$0.1420831.4933.9
GPT-5.6 Terra (high)推理模型1MOpenAI49US$0.341262.956.92
Gemini 3.1 Pro Preview推理模型1MGoogle46US$0.2912531.7535.74
GPT-5.6 Luna (high)推理模型1MOpenAI46US$0.091927.8910.5
Qwen3.7 Max推理模型1MAlibaba46US$1.032032.4216.75
GPT-5.6 Terra (medium)推理模型1MOpenAI46US$0.181261.345.3
MiniMax-M3推理模型1MMiniMax44US$0.121051.3925.27
DeepSeek V4 Pro (max)推理模型1MDeepSeek44US$0.04721.6869.26
Motif 3 (Beta)推理模型262kMotif Technologies44
DeepSeek V4 Pro (high)推理模型1MDeepSeek43US$0.04721.8236.62
Muse Spark推理模型262kMeta43
MiMo-V2.5-Pro推理模型1MXiaomi42US$0.03593.0645.51
Kimi K2.7 Code推理模型256kKimi42482.9259.86
Claude Sonnet 5 (Non-reasoning)非推理模型1MAnthropic42US$0.37671.218.68
Hy3推理模型256kTencent41US$0.00592.4444.76
GPT-5.6 Sol (Non-reasoning)非推理模型1MOpenAI41US$0.20560.949.79
Nex-N2-Pro推理模型262kNex AGI411431.719.23
Inkling推理模型1MThinking Machines41
GPT-5.6 Terra (low)推理模型1MOpenAI40US$0.151271.325.25
DeepSeek V4 Flash (max)推理模型1MDeepSeek40US$0.021211.2751.7
Qwen3.6 Plus推理模型1MAlibaba40US$0.31532.59117.51
Qwen3.7 Plus推理模型1MAlibaba39US$0.21532.9250.33
JT-4.1 Flash 236B A21B推理模型256kChina Mobile39
GPT-5.6 Luna (medium)推理模型1MOpenAI38US$0.051861.744.43
Nemotron 3 Ultra推理模型262kNVIDIA38US$0.242091.2714.53
MiMo-V2.5推理模型1MXiaomi37US$0.01644.0943.23
Qwen3.6 27B推理模型262kAlibaba37US$0.27573.76112.96
GLM-5.2推理模型1MZ AI34931.556.93
GPT-5.6 Terra (Non-reasoning)非推理模型1MOpenAI34US$0.181260.684.64
KAT-Coder-Pro V2推理模型256kKwaiKAT34
Qwen3.5 397B A17B推理模型262kAlibaba34US$0.33622.5361.57
LongCat 2.0推理模型1MLongCat33
GPT-5.6 Luna (low)推理模型1MOpenAI33US$0.041891.33.94
Qwen3.5 122B A10B推理模型262kAlibaba32US$0.241332.3421.07
Qwen3.6 35B A3B推理模型262kAlibaba32US$0.181512.2441.29
Ring-2.6-1T推理模型262kInclusionAI31US$0.351303.2222.42
Qwen3.6 27B推理模型262kAlibaba30US$0.36583.6712.31
Step 3.7 Flash推理模型262kStepFun303980.857.14
Mistral Medium 3.5推理模型256kMistral30US$0.56602.1443.92
Claude 4.5 Haiku推理模型200kAnthropic30US$0.2410520.1124.88
Gemma 4 31B推理模型256kGoogle29351.1865.08
GPT-5.5 Instant (June 2026)推理模型400kOpenAI29US$0.54
Qwen3.5 122B A10B推理模型262kAlibaba28US$0.181492.45.76
GPT-5.6 Luna (Non-reasoning)非推理模型1MOpenAI27US$0.051990.653.16
Gemini 2.5 Pro推理模型1MGoogle26US$0.2014321.2524.75
Gemma 4 26B A4B推理模型256kGoogle26US$0.03
NVIDIA Nemotron 3 Super推理模型1MNVIDIA25US$0.211921.4714.51
Gemini 3.1 Flash-Lite推理模型1MGoogle25US$0.043335.837.33
Grok 4.3 (Non-reasoning)非推理模型1MSpaceXAI25US$0.291050.955.71
MiMo-V2-Flash推理模型256kXiaomi25
Qwen3.6 35B A3B推理模型262kAlibaba24US$0.601872.274.94
Qwen3.5 35B A3B推理模型262kAlibaba24US$0.231472.115.5
gpt-oss-120b (high)推理模型131kOpenAI24US$0.063120.858.86
Command A+推理模型192kCohere23US$0.001830.4214.11
Gemma 4 31B推理模型256kGoogle22US$0.03661.89.36
Nova 2.0 Pro Preview (medium)推理模型256kAmazon22US$0.1713614.3532.7
Qwen3.5 9B推理模型262kAlibaba21US$0.16581.7744.52
Mercury 2推理模型128kInception21US$0.079213.994.54
Qwen3 Coder Next推理模型256kAlibaba21US$0.331071.175.86
North Mini Code推理模型256kCohere20US$0.001190.3421.34
Nova 2.0 Pro Preview (low)推理模型256kAmazon20US$0.2113110.5829.72
Mistral Small 4推理模型256kMistral20US$0.101660.7515.84
Devstral 2推理模型256kMistral19US$0.00761.417.96
Nova 2.0 Lite (high)推理模型1MAmazon18US$0.2515817.5833.38
Magistral Medium 1.2推理模型128kMistral18US$0.75421.7960.96
HyperNova 60B 2605推理模型131kMultiverse Computing18US$0.023700.867.62
Devstral Small 2推理模型256kMistral17US$0.00781.47.79
K2 Think V2推理模型262kMBZUAI Institute of Foundation Models17
Qwen3 Next 80B A3B推理模型262kAlibaba17US$0.171772.116.25
Mistral Large 3推理模型256kMistral16US$0.06511.1110.91
gpt-oss-120b (low)推理模型131kOpenAI15US$0.023320.868.38
gpt-oss-20b (high)推理模型131kOpenAI15US$0.022220.7912.07
Nova 2.0 Pro Preview推理模型256kAmazon14US$0.251141.15.5
Llama 4 Maverick推理模型1MMeta14US$0.031130.975.39
NVIDIA Nemotron 3 Nano推理模型1MNVIDIA14US$0.021651.1916.34
Solar Pro 3推理模型128kUpstage14
Ling 2.6 Flash推理模型262kInclusionAI141781.113.92
DiffusionGemma 26B A4B推理模型256kGoogle13
Magistral Small 1.2推理模型128kMistral11US$0.25810.9131.7
Nanbeige4.1-3B推理模型256kNanbeige11
Ministral 3 14B推理模型256kMistral11US$0.15630.858.84
Llama 4 Scout推理模型10MMeta10US$0.01880.86.48
Llama 3.3 70B推理模型128kMeta9US$0.08861.627.43
Ministral 3 8B推理模型256kMistral9US$0.181140.775.15
Granite 4.1 30B推理模型131kIBM9
NVIDIA Nemotron 3 Nano 4B推理模型262kNVIDIA9
Qwen3.5 2B推理模型262kAlibaba8
Ministral 3 3B推理模型256kMistral7US$0.131640.63.64
Phi-4 Mini推理模型128kMicrosoft6US$0.00440.8312.09
Qwen3.5 2B推理模型262kAlibaba6
Qwen3.5 0.8B推理模型262kAlibaba5
Granite 4.1 3B推理模型131kIBM5
MiniCPM-V 4.6 1.3B推理模型262kOpenBMB4
Qwen3.5 0.8B推理模型262kAlibaba3
Gemini 3.5 Flash (medium)推理模型1MGoogle17416.4919.36
GPT-5.3 Codex (xhigh)推理模型400kOpenAI14267.1970.72
Claude Opus 4.7 (Non-reasoning, high)非推理模型1MAnthropic471.5612.21
DeepSeek V4 Flash (high)推理模型1MDeepSeek
MiMo-V2-Omni-0327推理模型256kXiaomi
Grok 4.3 (medium)推理模型1MSpaceXAI11311.1215.54
Grok 4.3 (low)推理模型1MSpaceXAI1096.4811.07
MiMo-V2-Omni推理模型256kXiaomi
Gemini 3.5 Flash (minimal)推理模型1MGoogle1700.873.81
Kimi K2.6推理模型256kKimi492.7312.85
Claude Sonnet 4.6 (Non-reasoning, Low Effort)非推理模型1MAnthropic441.3912.84
Hy3-preview推理模型256kTencent1593.0518.75
MiMo-V2-Flash (Feb 2026)推理模型256kXiaomi
Qwen3.5 397B A17B推理模型262kAlibaba632.4910.41
DeepSeek V4 Pro推理模型1MDeepSeek741.738.5
Qwen3.5 Omni Plus推理模型256kAlibaba542.3511.68
o3推理模型200kOpenAI1597.0710.21
DeepSeek V4 Flash推理模型1MDeepSeek1191.295.48
JT-35B-Flash推理模型256kChina Mobile
KAT-Coder-Pro V1推理模型256kKwaiKAT
MiMo-V2.5-Pro推理模型1MXiaomi572.4211.24
Hy3-preview推理模型256kTencent1373.036.67
Ling-2.6-1T推理模型262kInclusionAI
Step 3.5 Flash 2603推理模型256kStepFun28319.82
Doubao Seed Code推理模型256kByteDance Seed
K-EXAONE推理模型256kLG AI Research
Trinity Large Thinking推理模型512kArcee AI2080.9913
Claude 4.5 Haiku推理模型200kAnthropic910.926.41
EXAONE 4.5 33B推理模型262kLG AI Research
Gemma 4 12B推理模型256kGoogle1112.5124.99
ERNIE 5.0 Thinking Preview推理模型128kBaidu
Nemotron Cascade 2 30B A3B推理模型1MNVIDIA
Nova 2.0 Omni (medium)推理模型1MAmazon
Apriel-v1.6-15B-Thinker推理模型128kServiceNow
Qwen3.5 9B推理模型262kAlibaba
Gemma 4 26B A4B推理模型256kGoogle591.189.71
Qwen3.5 4B推理模型262kAlibaba230.79110.92
Nova 2.0 Lite (medium)推理模型1MAmazon17016.230.92
Qwen3.5 Omni Flash推理模型256kAlibaba2431.843.9
JT-MINI推理模型128kChina Mobile
Nova 2.0 Lite (low)推理模型1MAmazon1629.5825.04
LongCat Flash Lite推理模型256kLongCat
HyperCLOVA X SEED Think (32B)推理模型128kNaver
K-EXAONE推理模型256kLG AI Research
Nova 2.0 Omni (low)推理模型1MAmazon
Mi:dm K 2.5 Pro推理模型128kKorea Telecom
Qwen3.5 4B推理模型262kAlibaba150.9334.56
INTELLECT-3推理模型131kPrime Intellect
Solar Open 100B推理模型128kUpstage
Nemotron 3 Nano Omni 30B A3B Reasoning推理模型256kNVIDIA3230.978.72
gpt-oss-20b (low)推理模型131kOpenAI2640.8510.33
K2-V2 (high)推理模型512kMBZUAI Institute of Foundation Models
Qwen3 Next 80B A3B推理模型262kAlibaba1862.154.84
Tri-21B-think Preview推理模型32kTrillion Labs
Gemma 4 12B (Non-reasoning)非推理模型262kGoogle1052.617.37
Motif-2-12.7B推理模型128kMotif Technologies
Nova Premier推理模型1MAmazon272.9821.71
Gemma 4 E4B推理模型128kGoogle
K2-V2 (medium)推理模型512kMBZUAI Institute of Foundation Models
Llama Nemotron Super 49B v1.5推理模型128kNVIDIA1084.427.64
Mistral Small 4推理模型256kMistral1570.83.98
Tri-21B-Think推理模型32kTrillion Labs
MiniCPM5-1B推理模型128kOpenBMB
Sarvam 105B (high)推理模型128kSarvam852.2331.69
Nova 2.0 Lite推理模型1MAmazon1521.034.32
MiniCPM5-1B推理模型128kOpenBMB
EXAONE 4.0 32B推理模型131kLG AI Research
Nova 2.0 Omni推理模型1MAmazon
Hermes 4 70B推理模型128kNous Research901.3529.2
Falcon-H1R-7B推理模型256kTII UAE
Qwen3 Omni 30B A3B推理模型65.5kAlibaba1001.9126.81
Step3 VL 10B推理模型65.5kStepFun
Gemma 4 E2B推理模型128kGoogle
Llama Nemotron Ultra推理模型128kNVIDIA532.3249.5
ERNIE 4.5 300B A47B推理模型131kBaidu
Hermes 4 405B推理模型128kNous Research392.3967.24
Solar Pro 2推理模型65.5kUpstage
NVIDIA Nemotron Nano 12B v2 VL推理模型128kNVIDIA1196.1427.22
Gemma 4 E4B推理模型128kGoogle
NVIDIA Nemotron Nano 9B V2推理模型131kNVIDIA798.9140.65
Hermes 4 405B推理模型128kNous Research362.4116.21
Llama Nemotron Super 49B v1.5推理模型128kNVIDIA1394.848.44
K2-V2 (low)推理模型512kMBZUAI Institute of Foundation Models
Kimi Linear 48B A3B Instruct推理模型1MKimi
Llama 3.1 405B推理模型128kMeta
LFM2.5-8B-A1B推理模型32.8kLiquid AI3352.7510.2
Ring-flash-2.0推理模型128kInclusionAI
Olmo 3.1 32B Think推理模型65.5kAllen Institute for AI
Solar Pro 2推理模型65.5kUpstage
Command A推理模型256kCohere631.79.59
Llama 3.1 Nemotron 70B推理模型128kNVIDIA1134.689.11
NVIDIA Nemotron 3 Nano推理模型1MNVIDIA1200.925.09
NVIDIA Nemotron Nano 9B V2推理模型131kNVIDIA10937.59
Hermes 4 70B推理模型128kNous Research851.397.3
Granite 4.1 8B推理模型131kIBM1210.784.93
Sarvam 30B (high)推理模型65.5kSarvam1671.8416.81
Olmo 3.1 32B Instruct推理模型65.5kAllen Institute for AI
Gemma 4 E2B推理模型128kGoogle
R1 1776推理模型128kPerplexity
Llama 3.2 90B (Vision)推理模型128kMeta
EXAONE 4.0 32B推理模型131kLG AI Research
DeepHermes 3 - Mistral 24B推理模型32kNous Research
Jamba 1.7 Large推理模型256kAI21 Labs561.6310.49
Granite 4.0 H Small推理模型128kIBM40410.2611.49
Qwen3 Omni 30B A3B推理模型65.5kAlibaba971.857.03
LFM2 24B A2B推理模型32.8kLiquid AI
Phi-4推理模型16kMicrosoft
Nova Micro推理模型130kAmazon2960.862.55
NVIDIA Nemotron Nano 12B v2 VL推理模型128kNVIDIA2001.243.74
Phi-4 Multimodal推理模型128kMicrosoft180.7928.36
Jamba Reasoning 3B推理模型262kAI21 Labs
Reka Flash 3推理模型128kReka AI
Olmo 3 7B Think推理模型65.5kAllen Institute for AI
Molmo 7B-D推理模型4.1kAllen Institute for AI
Ling-mini-2.0推理模型131kInclusionAI
Llama 3.2 11B (Vision)推理模型128kMeta20126.23
Exaone 4.0 1.2B推理模型64kLG AI Research
Olmo 3 7B推理模型65.5kAllen Institute for AI
Exaone 4.0 1.2B推理模型64kLG AI Research
LFM2.5-1.2B-Thinking推理模型32kLiquid AI
Jamba 1.7 Mini推理模型258kAI21 Labs
LFM2 2.6B推理模型32.8kLiquid AI
LFM2.5-1.2B-Instruct推理模型32kLiquid AI
Granite 4.0 H 1B推理模型128kIBM
Gemma 3 270M推理模型32kGoogle
Apertus 70B Instruct推理模型65.5kSwiss AI Initiative
Granite 4.0 Micro推理模型128kIBM
DeepHermes 3 - Llama-3.1 8B推理模型128kNous Research
Granite 4.0 1B推理模型128kIBM
Molmo2-8B推理模型36.9kAllen Institute for AI
LFM2 8B A1B推理模型32.8kLiquid AI
LFM2.5-VL-1.6B推理模型32kLiquid AI4142.173.37
Granite 4.0 350M推理模型32.8kIBM
Tiny Aya Global推理模型8.19kCohere
Apertus 8B Instruct推理模型65.5kSwiss AI Initiative
Granite 4.0 H 350M推理模型32.8kIBM
Claude Sonnet 5 (low)推理模型1MAnthropic651.569.24
EXAONE 4.5 33B推理模型262kLG AI Research
Claude Sonnet 5 (xhigh)推理模型1MAnthropic7432.439.15
Gemini 3 Deep Think推理模型128kGoogle
Claude Sonnet 5 (high)推理模型1MAnthropic729.5216.47
Mi:dm K 2.5 Pro Preview推理模型128kKorea Telecom
GPT-5.5 Pro (xhigh)推理模型922kOpenAI
Cogito v2.1推理模型128kDeep Cogito
Claude Sonnet 5 (medium)推理模型1MAnthropic662.339.95

“—”表示当前公开快照中没有该项数据;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。