Skip to content
VECTOR WIREAI INTELLIGENCE
UTC
Pro Mode — raw scores, one benchmark under the lensofficial card harness
The field · 197 measured
12.8491

197 models measured, most on the official card harness. Gemini 3.1 Pro tops the board at 91.

197 measured·9 new this week·Lifecycle Updated Oct 8, 2026Score basis
#◆Vendor$/M in$/M out
Leader — ignites whiteField — fill cools with scoreBars show 12.84–91 · ◆ solid = first-party or better · outlined = arm's-length
01Gemini 3.1 Pro+2 altsGoogle91$2.0/M$12.0/M$0.077
02Namazusakana90.33$0.95/M$4.0/M$0.027
03Gemini 3 Pro+3 altsGoogle90.13P$2.0/M$12.0/M$0.078
04Qwen3.7 MaxAlibaba89.6$2.5/M$7.5/M$0.056
05Claude Opus 4.5+2 altsAnthropic89.53P$5.0/M$25.0/M$0.168
06Claude Opus 4.6+2 altsAnthropic89.1$5.0/M$25.0/M$0.168
07Qwen3.7 Plus PreviewAlibaba88.5$0.40/M$1.6/M$0.011
08Qwen3.6 PlusAlibaba88.5$0.50/M$3.0/M$0.020
09MiniMax M2.1+1 altMiniMax88$0.30/M$1.2/M$0.009
10Qwen3.5 397B A17B+2 altsAlibaba87.8$0.60/M$3.6/M$0.024
11DeepSeek-V4-Pro+9 altsDeepSeek87.5$0.43/M$0.87/M$0.007
12GPT-5.4+2 altsOpenAI87.5$2.5/M$15.0/M$0.100
13Claude Sonnet 4.5+5 altsAnthropic87.5$3.0/M$15.0/M$0.103
14GPT-5+3 altsOpenAI87.1$1.3/M$10.0/M$0.065
15Kimi K2.6+4 altsMoonshot87.1$0.95/M$4.0/M$0.028
16Kimi K2.5+1 altMoonshot87.1$0.45/M$2.3/M$0.015
17GPT-5.1OpenAI873P$1.3/M$10.0/M$0.065
18ERNIE 5.0 Thinking PreviewBaidu87$0.89/M$3.6/M$0.026
19Nemotron 3 Ultra 550B A55B+1 altNVIDIA86.8$0.60/M$2.5/M$0.018
20Qwen3.5 122B A10BAlibaba86.7$0.40/M$3.2/M$0.021
21GPT-5.2+1 altOpenAI86.73P$1.8/M$14.0/M$0.091
22Claude Opus 4+3 altsAnthropic86.63P$15.0/M$75.0/M$0.520
23Solar Pro4Upstage86.3$0.30/M$1.2/M$0.009
24DeepSeek-V4-Flash+6 altsDeepSeek86.2$0.44/M$1.3/M$0.010
25Qwen3.6 27B+1 altAlibaba86.2$0.60/M$3.6/M$0.024
26Qwen3.5 27B+2 altsAlibaba86.1$0.30/M$2.4/M$0.016
27GLM-5.1+3 altsZ.ai86$1.4/M$4.4/M$0.034
28Gemini 2.5 Pro+2 altsGoogle863P$1.3/M$10.0/M$0.065
29Qwen3 Max (Reasoning)Alibaba85.7$1.2/M$6.0/M$0.042
30Qwen3.5 35B A3B+2 altsAlibaba85.3$0.25/M$2.0/M$0.013
31Gemma 4 31BNEW+29 altsGoogle85.2$0.17/M$0.40/M$0.003
32Qwen3.6 35B A3B+3 altsAlibaba85.2$0.38/M$2.3/M$0.015
33O3+1 altOpenAI853P$2.0/M$8.0/M$0.059
34DeepSeek-V3.2-ExpDeepSeek85$0.28/M$0.42/M$0.004
35DeepSeek-V3.2+7 altsDeepSeek85$0.28/M$0.42/M$0.004
36MAI-Thinking-1Microsoft85———
37Seed 1.8ByteDance84.9$0.25/M$2.0/M$0.013
38MiMo V2 Flash+1 altXiaomi84.9$0.10/M$0.30/M$0.002
39Kimi K2 Thinking+2 altsMoonshot84.6$0.60/M$2.5/M$0.018
40GLM-4.5Z.ai84.6$0.60/M$2.2/M$0.017
41Step 3.5 FlashStepFun84.4$0.10/M$0.30/M$0.002
42GLM-4.7+1 altZ.ai84.3$0.60/M$2.2/M$0.017
43DeepSeek-R1+8 altsDeepSeek84$2.0/M$4.0/M$0.036
44Nemotron 3 SuperNVIDIA83.893P———
45Qwen3 VL 235B A22B ReasoningAlibaba83.8$0.40/M$4.0/M$0.026
46Nemotron 3 Super 120B A12B+2 altsNVIDIA83.73$0.30/M$0.90/M$0.007
47DeepSeek-V3.1+2 altsDeepSeek83.7$0.56/M$1.7/M$0.013
48Claude Sonnet 4+2 altsAnthropic83.73P$3.0/M$15.0/M$0.108
49EXAONE 4.5 33BLG AI83.3———
50GLM-4.6+1 altZ.ai83.23P$0.57/M$2.2/M$0.017
51Qwen3 235B A22B Instruct 2507Alibaba83$0.23/M$0.92/M$0.007
52Qwen3 Next 80B A3BAlibaba82.7$0.15/M$1.2/M$0.008
53Seed Oss 36B InstructByteDance82.73P$0.21/M$0.57/M$0.005
54Gemma 4 26B A4BNEW+34 altsGoogle82.6$0.07/M$0.34/M$0.002
55Qwen3.5 9BAlibaba82.5$0.14/M$0.20/M$0.002
57Qwen3 VL 32B ReasoningAlibaba82.1$0.16/M$0.64/M$0.005
58MiniMax M2+2 altsMiniMax82$0.30/M$1.2/M$0.009
59Nemotron 3.5 Lightning+2 altsNVIDIA81.94$0.06/M$0.20/M$0.002
60Qwen3 30B A3B 2507 ThinkingAlibaba81.93P$0.20/M$2.4/M$0.016
61MiniMax M2.7MiniMax81.93P$0.21/M$0.84/M$0.006
62Qwen3 32BAlibaba81.83P$0.16/M$0.64/M$0.005
63Qwen3 VL 235B A22B InstructAlibaba81.8$0.40/M$1.6/M$0.012
64Sarvam 105BSarvam AI81.7$0.04/M$0.17/M$0.001
65GLM-4.5-AirZ.ai81.4$0.17/M$0.98/M$0.007
66MiniMax M1 80K+2 altsMiniMax81.1$0.55/M$2.2/M$0.017
67Kimi K2 Instruct+6 altsMoonshot81.1$0.57/M$2.3/M$0.018
68Qwen3 Next 80B A3B InstructAlibaba80.6$0.15/M$1.2/M$0.008
69MiniMax M1 40K+2 altsMiniMax80.6———
70Llama 4 Maverick+2 altsMeta80.5$0.25/M$0.87/M$0.007
71Qwen3 VL 30B A3B ReasoningAlibaba80.5$0.20/M$2.4/M$0.016
72O1 Mini+9 altsOpenAI80.3———
73Sarvam 30BSarvam AI80$0.03/M$0.11/M$0.001
74Grok 3 BetaSpaceXAI79.9$3.0/M$15.0/M$0.113
75Qwen3.5 4BAlibaba79.1$0.03/M$0.15/M$0.001
76Nemotron 3 Ultra 550B A55B BaseNVIDIA79.073P———
77Grok 3 Mini BetaSpaceXAI78.9$0.30/M$0.50/M$0.005
78Qwen3 VL 32B InstructAlibaba78.6$0.16/M$0.64/M$0.005
79Nemotron 3 NanoNVIDIA78.463P———
80NVIDIA Nemotron 3 Nano 30B A3B+1 altNVIDIA78.3$0.05/M$0.20/M$0.002
81LongCat Flash LiteMeituan78.29———
82Mistral Small 4Mistral78$0.15/M$0.60/M$0.005
83Qwen3 VL 30B A3B InstructAlibaba77.8$0.20/M$0.80/M$0.006
84Granite 4.2 30B+1 altIBM77.6$0.16/M$0.65/M$0.005
85Claude 3.5 Sonnet+12 altsAnthropic77.6$3.0/M$15.0/M$0.116
86Qwen3 VL Thinking (8B)Alibaba77.3$0.18/M$2.1/M$0.015
87Gemma 4 12B+23 altsGoogle77.2$0.10/M$0.30/M$0.003
88GPT Oss 20bOpenAI76.43P$0.07/M$0.18/M$0.002
89Gemini 2.0 Flash (Reasoning)Google76.4———
90Gemini 2.0 Flash ExpGoogle76.43P———
91Phi 4 Reasoning PlusMicrosoft76———
92DeepSeek-V3+13 altsDeepSeek75.9$0.24/M$0.90/M$0.008
93Gemini 1.5 Pro+1 altGoogle75.8———
94MiniMax Text 01MiniMax75.73P———
95Grok 2SpaceXAI75.5———
96GPT-4o+12 altsOpenAI74.7$5.0/M$15.0/M$0.134
97Llama 4 Scout+2 altsMeta74.3$0.19/M$0.68/M$0.006
98Granite 4.2 8B+2 altsIBM74.04$0.06/M$0.25/M$0.002
99Qwen3 VL 4B (Reasoning)Alibaba73.6———
100DeepSeek-V4-Pro-Base+5 altsDeepSeek73.5———
101Llama 3.1 Instruct 405B+6 altsMeta73.3———
102MiMo V2 Flash Base+2 altsXiaomi73.23P———
103Grok 2 MiniSpaceXAI72———
104Qwen3 VL 8B InstructAlibaba71.6$0.18/M$0.70/M$0.006
105Qwen2.5 Instruct 72B+3 altsAlibaba71.1$0.47/M$0.49/M$0.007
106Phi 4Microsoft70.4$0.13/M$0.50/M$0.004
107Qwen3 4BAlibaba70———
108Gemma 4 E4BNEW+31 altsGoogle69.4$0.02/M$0.10/M$0.001
109Kimi K2 Base+9 altsMoonshot69.2———
110DeepSeek-R1-ZeroDeepSeek68.9———
111Llama 3.3 70B Instruct+2 altsMeta68.9$0.71/M$0.72/M$0.010
112DeepSeek-R1-Distill-Qwen-14B+4 altsDeepSeek68.8$0.20/M$0.20/M$0.003
113Qwen2.5 VL 32B Instruct+2 altsAlibaba68.8———
114Claude 3 OpusAnthropic68.5$15.0/M$75.0/M$0.657
115MiMo V2.5 Pro+1 altXiaomi68.5$0.43/M$0.87/M$0.010
116MiMo V2.5 Pro Base+2 altsXiaomi68.5———
117Kimi VL A3B ThinkingMoonshot68.53P———
118DeepSeek-V4-Flash-Base+4 altsDeepSeek68.3———
119Qwen3 235B A22B+4 altsAlibaba68.18$0.70/M$2.8/M$0.026
120Granite 4.2 3B+2 altsIBM67.84$0.03/M$0.12/M$0.001
121Gemma 3 27BNEW+31 altsGoogle67.6$0.08/M$0.16/M$0.002
122Mistral Large 3 675B Base 2512Mistral67.423P———
123Qwen3 VL 4B InstructAlibaba67.1———
124Qwen3.5 2BAlibaba66.5———
125Llama 3.1 70B Instruct+2 altsMeta66.4$0.56/M$0.56/M$0.008
126DeepSeek-V2.5DeepSeek66.2———
127MiMo V2.5 Base+2 altsXiaomi65.8———
128Hy3-preview-Base+1 altTencent65.76———
129DeepSeek-V3.2-Base+1 altDeepSeek65.5———
130Claude 3.5 Haiku+1 altAnthropic65———
131Qwen2 Instruct (72B)Alibaba64.4———
132Granite 4.1 30BIBM64.093P———
133DeepSeek-V3-Base+1 altDeepSeek63.98———
134GLM-4.5-Base+2 altsZ.ai63.67———
135DeepSeek-V3.2-Exp-Base+3 altsDeepSeek63.263P———
136Step3.5 Flash Base+1 altStepFun62.33P———
137GPT-4o miniOpenAI61.7$0.15/M$0.60/M$0.006
138Jamba Reasoning 3BAI21613P———
139Gemma 3 12BGoogle60.6$0.05/M$0.15/M$0.002
140Hunyuan LargeTencent60.2———
141Gemma 4 E2BNEW+37 altsGoogle60———
142DeepSeek-V3.1-Base+2 altsDeepSeek58.83P———
143Gemini 1.5 Flash 8BGoogle58.7———
144MiMo 7B RL+4 altsXiaomi58.6———
145Qwen3 1.7B+1 altAlibaba57———
146Claude 3 SonnetAnthropic56.8———
147Granite 4.1 8BIBM55.993P$0.05/M$0.10/M$0.001
148Qwen2 72BAlibaba55.6———
149DeepSeek-R1-Distill-Qwen-7B+4 altsDeepSeek53.5$0.15/M$0.15/M$0.003
150Jamba 1.5 LargeAI2153.5$2.0/M$8.0/M$0.093
151Llama 3 (70B)Meta52.8———
152Phi 4 Mini Instruct+1 altMicrosoft52.8———
153Qwen3 4B 2507 InstructNEWAlibaba52.313P$0.01/M$0.03/M$0.000
154QwQ 32B Preview+4 altsAlibaba52$0.66/M$1.0/M$0.016
155DeepSeek-V2+1 altDeepSeek51.4———
156Qwen 2.5 Coder 32B InstructAlibaba50.4$0.06/M$0.20/M$0.003
157Granite 4.1 3BIBM49.833P———
158LFM2.5-1.2B-ThinkingLiquid AI49.653P———
159Granite 4.1 30B Base+1 altIBM49.513P———
160Llama 3.1 8B Instruct+1 altMeta48.3$0.02/M$0.04/M$0.001
161Phi 3.5 Mini InstructMicrosoft47.4———
162Qwen2.5 Omni 7BAlibaba47$0.10/M$6.8/M$0.073
163Phi 3.5 MoE InstructMicrosoft45.3———
164Qwen2.5 7B BaseAlibaba45———
165Granite 4.0 MicroIBM44.7———
166Granite 4.1 8B Base+1 altIBM44.583P———
167LFM2.5-1.2B-Instruct+1 altLiquid AI44.353P———
168Qwen2 7B InstructAlibaba44.1———
169Gemma 3 4B+2 altsGoogle43.6$0.05/M$0.10/M$0.002
170Qwen3 1.7B (instruct)+1 altAlibaba42.913P———
171Jamba 1.5 MiniAI2142.5$0.20/M$0.40/M$0.007
172Moonlight+1 altMoonshot42.43P———
173Qwen3.5 0.8BAlibaba42.3———
174Qwen3.5 0.8B (Instruct)+1 altAlibaba37.423P———
175LFM2-8B-A1B (Non-Reasoning)NEWLiquid AI37.423P———
176Granite 4.1 3B BaseIBM37.163P———
177Qwen3 4B Base DenseAlibaba36.76———
178Llama 3 Instruct 8BMeta35.4$0.04/M$0.14/M$0.003
179Llama 3.2 3B Instruct+3 altsMeta35$0.05/M$0.33/M$0.005
180Qwen2.5 3B+1 altAlibaba34.63P———
181Gemma (7B)Google33.7———
182Granite 4.0 1B+1 altIBM33.533P———
183Granite 4.0 H TinyNEWIBM32.033P———
184Mistral 7BMistral30.9———
185North-Micro-Vision-InstructCohere30.7———
186Granite 4.0 H 1BIBM27.643P———
187DeepSeek-R1-Distill-Qwen-1.5BDeepSeek27———
188LFM2-2.6BNEWLiquid AI25.963P———
189Llama 3.2 Instruct 1B+1 altMeta20.83P$0.03/M$0.20/M$0.005
190LFM2.5-230MLiquid AI20.253P———
191LFM2.5-350M+1 altLiquid AI20.013P———
192LFM2.5-VL-450M-ExtractLiquid AI19.323P———
193LFM2-350M+1 altLiquid AI19.293P———
194LFM2-VL-450MLiquid AI17.223P———
195ERNIE 4.5Baidu16———
196Gemma 3 1B Instruct+4 altsGoogle14.7———
197Granite 4.0 350M+1 altIBM12.843P———
◆ solid = independently verified · aggregator attested · vendor attributed — outlined = cross-reference · source-attributed. Dimmed ◆ = confidence inferred. “+N alts” = alternate disclosures in the drawer with why-demoted. Prices per million tokens; $/point = input price ÷ score. Every row opens its model dossier.

Verification: 197 models scored · 0 independently verified · 51 vendor cross-reference · 146 vendor-reported · 5 with source disagreement. How these tiers are assigned