模型榜单

排名模型厂商能力指数单任务成本输出速度上下文
01Claude Opus 5 (max)Anthropic63$2.3455 t/s1M
02Claude Opus 5 (xhigh)Anthropic63$1.8054 t/s1M
03Claude Fable 5 (with fallback)Anthropic62$3.1470 t/s1M
04Claude Opus 5 (high)Anthropic61$1.2355 t/s1M
05GPT-5.6 Sol (max)OpenAI61$1.0173 t/s1M
06Grok 4.6 (high)xAI61$0.9457 t/s500k
07Grok 4.6 (xhigh)xAI60$1.2361 t/s500k
08Kimi K3 (max)Kimi60$0.8439 t/s1.05M
09GLM-5.3 (max)Z.ai60$0.6884 t/s1M
10GPT-5.6 Sol (xhigh)OpenAI59$0.6772 t/s1M
11Grok 4.6 (medium)xAI59$0.7858 t/s500k
12Claude Opus 5 (medium)Anthropic59$0.7254 t/s1M
13Qwen3.8 MaxAlibaba58$0.9121 t/s1M
14Qwen3.8 2.4T A95BAlibaba58$0.8124 t/s984k
15GLM-5.3-FlashZ.ai57$0.0950 t/s1M
16GPT-5.6 Sol (high)OpenAI57$0.4675 t/s1M
17Muse Spark 1.2 (xhigh)Meta57$0.40暂无1.05M
18GPT-5.6 Terra (max)OpenAI57$0.53109 t/s1M
19Gemini 3.7 Flash (high)Google56$0.40362 t/s1M
20Qwen3.8-Flash-NextAlibaba56暂无74 t/s256k
21Grok 4.5 (high)xAI56$0.4356 t/s500k
22GPT-5.6 Sol (medium)OpenAI56$0.3174 t/s1M
23Claude Sonnet 5 (max)Anthropic55$1.7292 t/s1M
24Gemini 3.7 Flash (medium)Google53$0.26352 t/s1M
25DeepSeek V4 Pro 0813 (max)DeepSeek53$0.2768 t/s1M
26GPT-5.6 Terra (xhigh)OpenAI53$0.32107 t/s1M
27GLM-5.2 (max)Z.ai53$0.4469 t/s1M
28Claude Opus 5 (low)Anthropic52$0.4355 t/s1M
29GPT-5.6 Luna (max)OpenAI52$0.05131 t/s1M
30Qwen3.8 27B (xhigh)Alibaba52$0.3750 t/s256k
31DeepSeek V4 Flash 0731 (max)DeepSeek52$0.11122 t/s1M
32Grok 4.6 (low)xAI52$0.2556 t/s500k
33Gemini 3.6 FlashGoogle52$0.34203 t/s1M
34DeepSeek V4 Flash Vision (max)DeepSeek51$0.12119 t/s1M
35Gemini 3.7 Flash (low)Google51$0.16330 t/s1M
36GPT-5.6 Sol (low)OpenAI51$0.1975 t/s1M
37GPT-5.6 Terra (high)OpenAI50$0.23102 t/s1M
38GPT-5.6 Luna (xhigh)OpenAI50$0.03121 t/s1M
39SAAgnes 2.5 Pro BetaSapiens AI49暂无157 t/s1M
40Kimi K3 (low)Kimi48$0.2437 t/s1.05M
41Gemini 3.1 Pro PreviewGoogle48$0.33117 t/s1M
42Motif 3Motif Technologies47暂无暂无262k
43GPT-5.6 Luna (high)OpenAI47$0.02123 t/s1M
44GPT-5.6 Terra (medium)OpenAI47$0.1296 t/s1M
45Gemini 3.5 Flash (medium)Google47暂无201 t/s1M
46GPT-5.3 Codex (xhigh)OpenAI46暂无136 t/s400k
47MiniMax-M3MiniMax45$0.14114 t/s1M
48Motif 3 (Beta)Motif Technologies45暂无暂无262k
49DeepSeek V4 Pro (max)DeepSeek45$0.0566 t/s1M
50Qwen3.8 27B (medium)Alibaba44$0.2855 t/s256k
51DeepSeek V4 Pro (high)DeepSeek44$0.0469 t/s1M
52Kimi K2.7 CodeKimi43$0.2245 t/s256k
53MiMo-V2.5-ProXiaomi43$0.0342 t/s1M
54Qwen3.8 27B (low)Alibaba43$0.2659 t/s256k
55Claude Sonnet 5 (Non-reasoning)Anthropic43$0.4264 t/s1M
56InklingThinking Machines42$0.3450 t/s1M
57Hy3Tencent42$0.0468 t/s256k
58GPT-5.6 Sol (Non-reasoning)OpenAI42$0.1973 t/s1M
59NANex-N2-ProNex AGI42暂无130 t/s262k
60USolar Pro 4Upstage42$0.3057 t/s512k
61GPT-5.6 Terra (low)OpenAI41$0.10108 t/s1M
62Inkling SmallThinking Machines41$0.07109 t/s1M
63JT-4.1 Flash 236B A21BChina Mobile40暂无暂无256k
64SAAgnes 2.5 Pro AlphaSapiens AI40暂无129 t/s1M
65Qwen3.7 PlusAlibaba39$0.1756 t/s1M
66GPT-5.6 Luna (medium)OpenAI39$0.01122 t/s1M
67Nemotron 3 UltraNVIDIA38$0.38176 t/s262k
68MiMo-V2.5Xiaomi38$0.0169 t/s1M
69Ling 3.0 FlashInclusionAI38$0.04390 t/s262k
70Qwen3.6 27BAlibaba38$0.2950 t/s262k
71Gemini 3.5 Flash-LiteGoogle37$0.10386 t/s1M
72USolar Open2 250BUpstage37暂无暂无1.05M
73MiMo-V2-Omni-0327Xiaomi37暂无暂无256k
74Grok 4.3 (medium)xAI37暂无119 t/s1M
75Grok 4.3 (low)xAI36暂无119 t/s1M
76MiMo-V2-OmniXiaomi36暂无暂无256k
77Gemini 3.5 Flash (minimal)Google36暂无184 t/s1M
78Claude Sonnet 4.6 (Non-reasoning, Low Effort)Anthropic35暂无47 t/s1M
79Muse Glimmer (high)Meta35$0.06107 t/s131k
80STA.X-K2SK Telecom35暂无暂无262k
81GLM-5.2Z.ai35暂无101 t/s1M
82Qwen3.8 27BAlibaba35$0.4357 t/s256k
83GPT-5.6 Terra (Non-reasoning)OpenAI35$0.10108 t/s1M
84Qwen3.5 397B A17BAlibaba34$0.3694 t/s262k
85MiMo-V2-Flash (Feb 2026)Xiaomi34暂无暂无256k
86AG9v3-39A5BAI9Stars34$0.00暂无131k
87LongCat 2.0LongCat34$0.1242 t/s1M
88GPT-5.6 Luna (low)OpenAI34$0.01111 t/s1M
89KAT-Coder-Pro V2KwaiKAT34暂无101 t/s256k
90Qwen3.5 122B A10BAlibaba33$0.25134 t/s262k
91Qwen3.5 397B A17BAlibaba33暂无86 t/s262k
92Qwen3.6 35B A3BAlibaba32$0.29122 t/s262k
93DeepSeek V4 ProDeepSeek32暂无71 t/s1M
94Ring-2.6-1TInclusionAI32$0.36129 t/s262k
95Qwen3.5 Omni PlusAlibaba31暂无134 t/s256k
96Qwen3.6 27BAlibaba31$0.4058 t/s262k
97o3OpenAI31暂无116 t/s200k
98K-EXAONE 2.0LG AI Research31暂无暂无262k
99Step 3.7 FlashStepFun31$0.0988 t/s262k
100Mistral Medium 3.5Mistral30$0.41141 t/s256k
101Claude 4.5 HaikuAnthropic30$0.22119 t/s200k
102Gemma 4 31BGoogle30$0.0035 t/s256k
103DeepSeek V4 FlashDeepSeek29暂无暂无1M
104GPT-5.5 Instant (June 2026)OpenAI29$0.54149 t/s400k
105JT-35B-FlashChina Mobile29暂无暂无256k
106MiMo-V2.5-ProXiaomi28暂无38 t/s1M
107Qwen3.5 122B A10BAlibaba28$0.20147 t/s262k
108GPT-5.6 Luna (Non-reasoning)OpenAI27$0.01108 t/s1M
109Doubao Seed CodeByteDance Seed26暂无暂无256k
110Gemma 4 26B A4BGoogle26$0.04暂无256k
111Nemotron 3 SuperNVIDIA26$0.23143 t/s1M
112MiMo-V2-FlashXiaomi25暂无暂无256k
113Grok 4.3 (Non-reasoning)xAI25$0.29116 t/s1M
114Qwen3.6 35B A3BAlibaba25$0.63140 t/s262k
115Ling 3.0 TinyInclusionAI25$0.00154 t/s262k
116Qwen3.5 35B A3BAlibaba24$0.24169 t/s262k
117Claude 4.5 HaikuAnthropic24暂无98 t/s200k
118gpt-oss-120b (high)OpenAI24$0.07154 t/s131k
119Nemotron 3.5 LightningNVIDIA24$0.08300 t/s1M
120Command A+Cohere23$0.00253 t/s192k
121K-EXAONELG AI Research22暂无暂无256k
122ERNIE 5.0 Thinking PreviewBaidu22暂无暂无128k
123Gemma 4 31BGoogle22$0.0483 t/s256k
124Gemma 4 12BGoogle22暂无110 t/s256k
125Nova 2.0 Pro Preview (medium)Amazon22暂无119 t/s256k
126Mercury 2Inception22$0.081017 t/s128k
127Qwen3.5 9BAlibaba22$0.2478 t/s262k
128Qwen3 Coder NextAlibaba21$0.34115 t/s256k
129Nova 2.0 Omni (medium)Amazon21暂无暂无1M
130Apriel-v1.6-15B-ThinkerServiceNow21暂无暂无128k
131Nova 2.0 Lite (high)Amazon21暂无161 t/s1M
132Qwen3.5 9BAlibaba21暂无95 t/s262k
133EXAONE 4.5 33BLG AI Research21暂无暂无262k
134Gemma 4 26B A4BGoogle20暂无76 t/s256k
135Qwen3.5 4BAlibaba20暂无44 t/s262k
136North Mini CodeCohere20$0.0041 t/s256k
137Nova 2.0 Pro Preview (low)Amazon20暂无120 t/s256k
138Mistral Small 4Mistral20$0.10166 t/s256k
139Granite 4.2 8BIBM20$0.02137 t/s131k
140Devstral 2Mistral19$0.0051 t/s256k
141Nova 2.0 Lite (medium)Amazon19暂无186 t/s1M
142Qwen3.5 Omni FlashAlibaba19暂无253 t/s256k
143JT-MINIChina Mobile19暂无暂无128k
144Trinity Large ThinkingArcee AI19$0.16172 t/s512k
145HyperNova 60B 2605Multiverse Computing18$0.02366 t/s131k
146Magistral Medium 1.2Mistral18暂无暂无128k
147Nova 2.0 Lite (low)Amazon18暂无158 t/s1M
148Nemotron Cascade 2 30B A3BNVIDIA18暂无暂无1M
149Devstral Small 2Mistral18$0.00138 t/s256k
150MIK2 Think V2MBZUAI Institute of Foundation Models17暂无暂无262k
151LongCat Flash LiteLongCat17暂无暂无256k
152HyperCLOVA X SEED Think (32B)Naver17暂无暂无128k
153K-EXAONELG AI Research17暂无暂无256k
154Qwen3 Next 80B A3BAlibaba17$0.04194 t/s262k
155Nova 2.0 Omni (low)Amazon17暂无暂无1M
156Mi:dm K 2.5 ProKorea Telecom17暂无暂无128k
157AG9v3-3BAI9Stars16暂无暂无131k
158Qwen3.5 4BAlibaba16暂无36 t/s262k
159Mistral Large 3Mistral16$0.0836 t/s256k
160INTELLECT-3Prime Intellect16暂无暂无131k
161USolar Open 100BUpstage15暂无暂无128k
162gpt-oss-20b (high)OpenAI15$0.02119 t/s131k
163Nemotron 3 Nano Omni 30B A3BNVIDIA15暂无328 t/s256k
164gpt-oss-120b (low)OpenAI15$0.02138 t/s131k
165Nemotron 3 NanoNVIDIA15$0.02230 t/s1M
166USolar Pro 3Upstage14$0.13154 t/s128k
167Llama 4 MaverickMeta14$0.03101 t/s1M
168Nova 2.0 Pro PreviewAmazon14暂无106 t/s256k
169gpt-oss-20b (low)OpenAI14暂无149 t/s131k
170Granite 4.2 3BIBM14$0.00207 t/s131k
171MIK2-V2 (high)MBZUAI Institute of Foundation Models14暂无暂无512k
172Qwen3 Next 80B A3BAlibaba14暂无181 t/s262k
173DiffusionGemma 26B A4BGoogle13暂无暂无256k
174Gemma 4 12B (Non-reasoning)Google13暂无116 t/s262k
175Motif-2-12.7BMotif Technologies13暂无暂无128k
176Nova PremierAmazon13暂无31 t/s1M
177MIK2-V2 (medium)MBZUAI Institute of Foundation Models12暂无暂无512k
178Llama Nemotron Super 49B v1.5NVIDIA12暂无108 t/s128k
179Celeris-1Celeris12$0.261590 t/s131k
180Mistral Small 4Mistral12暂无139 t/s256k
181Tri-21B-ThinkTrillion Labs12暂无暂无32k
182Gemma 4 E4BGoogle12暂无49 t/s128k
183MiniCPM5-1BOpenBMB12暂无暂无128k
184SSarvam 105B (high)Sarvam12暂无暂无128k
185Nova 2.0 LiteAmazon12暂无166 t/s1M
186MiniCPM5-1BOpenBMB12暂无暂无128k
187Magistral Small 1.2Mistral11$0.30暂无128k
188Ministral 3 14BMistral11$0.1694 t/s256k
189NNanbeige4.1-3BNanbeige11暂无暂无256k
190LFM2.5-2.6BLiquid AI11$0.00暂无128k
191EXAONE 4.0 32BLG AI Research11暂无暂无131k
192Nova 2.0 OmniAmazon10暂无暂无1M
193Llama 4 ScoutMeta10$0.01133 t/s10M
194Hermes 4 70BNous Research10暂无81 t/s128k
195Falcon-H1R-7BTII UAE10暂无暂无256k
196Gemma 4 E2BGoogle10暂无暂无128k
197Qwen3 Omni 30B A3BAlibaba10暂无101 t/s65.5k
198Step3 VL 10BStepFun9暂无暂无65.5k
199Llama 3.3 70BMeta9暂无82 t/s128k
200Ministral 3 8BMistral9$0.18127 t/s256k
201Llama Nemotron UltraNVIDIA9暂无52 t/s128k
202ERNIE 4.5 300B A47BBaidu9暂无暂无131k
203Hermes 4 405BNous Research9暂无34 t/s128k
204NVIDIA Nemotron Nano 12B v2 VLNVIDIA9暂无104 t/s128k
205Gemma 4 E4BGoogle9暂无56 t/s128k
206Granite 4.1 30BIBM9暂无暂无131k
207NVIDIA Nemotron Nano 9B V2NVIDIA9暂无208 t/s131k
208Hermes 4 405BNous Research9暂无32 t/s128k
209Nemotron 3 Nano 4BNVIDIA9暂无暂无262k
210Llama Nemotron Super 49B v1.5NVIDIA9暂无109 t/s128k
211MIK2-V2 (low)MBZUAI Institute of Foundation Models8暂无暂无512k
212Kimi Linear 48B A3B InstructKimi8暂无暂无1M
213Llama 3.1 405BMeta8暂无暂无128k
214LFM2.5-8B-A1BLiquid AI8暂无338 t/s32.8k
215Ring-flash-2.0InclusionAI8暂无暂无128k
216Olmo 3.1 32B ThinkAllen Institute for AI8暂无暂无65.5k
217Command ACohere7暂无63 t/s256k
218Qwen3.5 2BAlibaba7暂无暂无262k
219Llama 3.1 Nemotron 70BNVIDIA7暂无104 t/s128k
220Nemotron 3 NanoNVIDIA7暂无219 t/s1M
221NVIDIA Nemotron Nano 9B V2NVIDIA7暂无169 t/s131k
222Ministral 3 3BMistral7$0.13189 t/s256k
223Hermes 4 70BNous Research7暂无81 t/s128k
224Granite 4.1 8BIBM6暂无119 t/s131k
225SSarvam 30B (high)Sarvam6暂无暂无65.5k
226Olmo 3.1 32B InstructAllen Institute for AI6暂无暂无65.5k
227Gemma 4 E2BGoogle6暂无暂无128k
228R1 1776Perplexity6暂无暂无128k
229Llama 3.2 90B (Vision)Meta6暂无暂无128k
230Phi-4 MiniMicrosoft6暂无44 t/s128k
231EXAONE 4.0 32BLG AI Research6暂无暂无131k
232Qwen3.5 2BAlibaba5暂无暂无262k
233Qwen3.5 0.8BAlibaba5暂无暂无262k
234DeepHermes 3 - Mistral 24BNous Research5暂无暂无32k
235Jamba 1.7 LargeAI21 Labs5暂无暂无256k
236Granite 4.0 H SmallIBM5暂无21 t/s128k
237Qwen3 Omni 30B A3BAlibaba5暂无93 t/s65.5k
238LFM2 24B A2BLiquid AI5暂无暂无32.8k
239Phi-4Microsoft5暂无41 t/s16k
240Nova MicroAmazon4暂无300 t/s130k
241Granite 4.1 3BIBM4暂无暂无131k
242NVIDIA Nemotron Nano 12B v2 VLNVIDIA4暂无162 t/s128k
243Phi-4 MultimodalMicrosoft4暂无17 t/s128k
244MiniCPM-V 4.6 1.3BOpenBMB4暂无暂无262k
245Jamba Reasoning 3BAI21 Labs4暂无暂无262k
246Reka Flash 3Reka AI4暂无暂无128k
247Olmo 3 7B ThinkAllen Institute for AI4暂无暂无65.5k
248Molmo 7B-DAllen Institute for AI3暂无暂无4.1k
249Llama 3.2 11B (Vision)Meta3暂无50 t/s128k
250Qwen3.5 0.8BAlibaba3暂无暂无262k
251Exaone 4.0 1.2BLG AI Research3暂无暂无64k
252Olmo 3 7BAllen Institute for AI2暂无暂无65.5k
253Exaone 4.0 1.2BLG AI Research2暂无暂无64k
254LFM2.5-1.2B-ThinkingLiquid AI2暂无暂无32k
255Jamba 1.7 MiniAI21 Labs2暂无暂无258k
256LFM2 2.6BLiquid AI2暂无暂无32.8k
257LFM2.5-1.2B-InstructLiquid AI2暂无暂无32k
258Granite 4.0 H 1BIBM2暂无暂无128k
259Gemma 3 270MGoogle2暂无暂无32k
260Apertus 70B InstructSwiss AI Initiative2暂无暂无65.5k
261Granite 4.0 MicroIBM2暂无暂无128k
262DeepHermes 3 - Llama-3.1 8BNous Research2暂无暂无128k
263Granite 4.0 1BIBM2暂无暂无128k
264Molmo2-8BAllen Institute for AI2暂无暂无36.9k
265LFM2 8B A1BLiquid AI1暂无暂无32.8k
266LFM2.5-VL-1.6BLiquid AI1暂无391 t/s32k
267Granite 4.0 350MIBM1暂无暂无32.8k
268Tiny Aya GlobalCohere1暂无暂无8.19k
269Apertus 8B InstructSwiss AI Initiative1暂无暂无65.5k
270Granite 4.0 H 350MIBM1暂无暂无32.8k

能力指数越高越好;单任务成本越低越好。不同推理档位作为独立配置列出,数据会随榜单实时测量变化。