88Z.ai / RANKINGS

Vision and multimodal leaderboard

LMArena Vision Arena (style-controlled) overall board.

Last collected by this site: 2026-11-15 06:40 (UTC+8, Asia/Shanghai). Source publication dates are in the table or the citations below.

LMArena Vision Arena (style-controlled) overall board.

158 model families (best published variant per family)

Click a column header to sort. The table is fully server-rendered and remains readable without JavaScript.

#ModelArena scoreBattlesSource date
1Claude Fable 5 (High)Anthropic1,30915,5362026-11-09
2Claude Opus 4.7Anthropic1,30023,7772026-11-09
3qwen3.8 (Max)Alibaba1,2999,8422026-11-09
4Claude Opus 4.6 (High)Anthropic1,29922,1162026-11-09
5Claude Opus 5.5 (High)Anthropic1,2954,7892026-11-09
6Muse SparkMeta1,2945,8432026-11-09
7Gemini 3.7 Flash (High)Google1,2946,8402026-11-09
8Muse Spark 1.2 (xHigh)Meta1,2941,9302026-11-09
9Gemini 3.8 Flash (High)$7.771,2937,6242026-11-09
10GPT 6.1 Sol (Max)$1.271,2933,9872026-11-09
11Muse Spark 1.3 (Max)Meta1,2917,6832026-11-09
12Gemini 3 ProGoogle1,28913,5472026-11-09
13Claude Fable 5.1 (Max)Anthropic1,2896,2962026-11-09
14GPT 5.6 Sol (xHigh)OpenAI1,28812,3422026-11-09
15Claude Opus 4.8 (High)Anthropic1,28618,1782026-11-09
16Claude Opus 5 (High)Anthropic1,28519,3452026-11-09
17GPT 5.5OpenAI1,28530,0582026-11-09
18GPT 6 Astra (Max)$6.241,2835,5172026-11-09
19GPT 5.4 (High)OpenAI1,28232,0452026-11-09
20Gemini 3.5 Flash (Medium)Google1,28115,4182026-11-09
21Grok 4.5xAI1,28013,9912026-11-09
22Gemini 3.1 Pro Preview--1,28048,2422026-11-09
23Gemini 3.6 Flash (High)Google1,28010,3522026-11-09
24Muse Spark 1.1Meta1,27913,4132026-11-09
25GPT 5.2 Chat 20260210OpenAI1,27816,3612026-11-09
26GPT 5.5 InstantOpenAI1,2777,5672026-11-09
27Claude Sonnet 4.6Anthropic1,27527,2012026-11-09
28Gemini 3 FlashGoogle1,27238,8302026-11-09
29GLM 5.3 FlashZhipu1,27231,5302026-11-09
30GPT 5.6 Terra (xHigh)OpenAI1,26613,2432026-11-09
31Gemini 3.5 Flash Lite$0.691,26610,8002026-11-09
32Gemma 4 31bGoogle1,26541,7872026-11-09
33Kimi k2.6Moonshot1,26516,2652026-11-09
34Grok 4.6 (High)xAI1,2638,6662026-11-09
35DeepSeek v4.1 Flash 20260910 (Max)DeepSeek1,2634,2472026-11-09
36Claude Sonnet 5.5 (xHigh)Anthropic1,2634,2572026-11-09
37qwen3.7 Plus--1,26215,1522026-11-09
38Claude Sonnet 5 (High)Anthropic1,26114,7782026-11-09
39Gemini 3 Flash MinimalGoogle1,26036,9072026-11-09
40GPT 6 Sol (Max)OpenAI1,2585,0182026-11-09
41Dola Seed 2.0 ProByteDance1,25610,9292026-11-09
42Grok 4.20 Beta Reasoning 0309xAI1,25626,5862026-11-09
43GPT 5.6 Luna (xHigh)OpenAI1,25511,0712026-11-09
44Kimi k2.5 (Thinking)Moonshot1,25228,0142026-11-09
45GPT 5.1 (High)OpenAI1,2519,7942026-11-09
46Grok 4.20 Multi Agent Beta 0309xAI1,25124,3572026-11-09
47GPT 5.4 Mini (High)OpenAI1,25025,5352026-11-09
48Grok 4.7 (xHigh)$7.771,2496,1812026-11-09
49Mimo v2.6 Flash小米集团1,2486,9062026-11-09
50Gemini 2.5 ProGoogle1,24788,5532026-11-09
51Mimo v2.6 Pro小米集团1,2471,8262026-11-09
52qwen3.5 397b A17bAlibaba1,24633,6112026-11-09
53Step 5 Preview阶跃星辰1,2453,5232026-11-09
54qwen3.8 27bAlibaba1,2439,6322026-11-09
55GPT 5.2 (High)OpenAI1,24218,9202026-11-09
56Gemma 4 26b A4bGoogle1,24223,7472026-11-09
57Grok 4.3xAI1,24229,2242026-11-09
58ChatGPT 4o Latest 20250326OpenAI1,23823,3312026-11-09
59Kimi k2.5 InstantMoonshot1,2364,0932026-11-09
60GPT 6 Luna (Max)$0.151,2356,2022026-11-09
61Gemini 3.1 Flash Lite PreviewGoogle1,23527,4432026-11-09
62Mimo v2.5xiaomi1,23429,4272026-11-09
63MiniMax M3稀宇科技1,23221,1592026-11-09
64GLM 5v Turbozai1,23243,6372026-11-09
65Mistral Large 4Mistral1,2312,0932026-11-09
66Gemini 2.5 Flash Preview 09 2025Google1,2294,7802026-11-09
67qwen3.5 122b A10bAlibaba1,22613,1712026-11-09
68GPT 5 ChatOpenAI1,22539,8432026-11-09
69GPT 4.5 Preview 2025 02 27OpenAI1,2252,9252026-11-09
70Ernie 5.0 Preview 1220Baidu1,2193,3342026-11-09
71Mimo V2 Omnixiaomi1,21610,5992026-11-09
72qwen3.5 27bAlibaba1,21631,3082026-11-09
73O3 2025 04 16OpenAI1,21645,5072026-11-09
74Gemini 2.5 FlashGoogle1,21559,9192026-11-09
75Qwen3 Vl 235b A22b InstructAlibaba1,21412,6722026-11-09
76GPT 4.1 2025 04 14OpenAI1,21440,9462026-11-09
77Nvidia Nemotron 3.5 Super Vl 120b A12b Nvfp4NVIDIA1,2125,5322026-11-09
78GPT 5 (High)OpenAI1,21134,3782026-11-09
79Claude Opus 4 (Thinking)Anthropic1,2081,2872026-11-09
80Inkling Small$0.201,2089,2592026-11-09
81Claude Sonnet 4 (Thinking)Anthropic1,2061,1412026-11-09
82O4 Mini 2025 04 16OpenAI1,20141,2762026-11-09
83GPT 4.1 Mini 2025 04 14OpenAI1,20140,1542026-11-09
84Mistral Large 3Mistral1,20010,1422026-11-09
85Mistral Medium 3.5$1.041,1995,3302026-11-09
86GPT 5.4 Nano (High)OpenAI1,19925,4072026-11-09
87Grok 4.1 Fast ReasoningxAI1,19613,2952026-11-09
88O1 2024 12 17OpenAI1,1933,6942026-11-09
89Claude 3.7 Sonnet (Thinking)Anthropic1,1931,4322026-11-09
90Claude Opus 4 20250514Anthropic1,1892,1662026-11-09
91Gemini 2.5 Flash Lite Preview (Thinking)Google1,18935,8682026-11-09
92Claude Sonnet 4 20250514Anthropic1,1891,8032026-11-09
93Qwen3 Vl 235b A22b ThinkingAlibaba1,1882,3792026-11-09
94GPT 5 Mini (High)OpenAI1,18528,9042026-11-09
95Qwen Vl Max 2025 08 13Alibaba1,1853,1592026-11-09
96Grok 4 0709xAI1,18430,1302026-11-09
97Gemini 1.5 Pro 002Google1,1808,9022026-11-09
98Claude 3.7 Sonnet 20250219Anthropic1,1754,5162026-11-09
99Gemini 2.5 Flash Lite Preview Non Thinking 09 2025 (Thinking)Google1,1744,8492026-11-09
100Gemini 2.0 Flash 001Google1,17210,1232026-11-09
101GPT 4o 2024 05 13OpenAI1,16223,2732026-11-09
102Claude 3.5 Sonnet 20241022Anthropic1,16110,3722026-11-09
103GLM 4.6vzai1,1612,4402026-11-09
104Gemma 3 27b ItGoogle1,16016,9432026-11-09
105Mistral Medium 3.1 2508Mistral1,16041,5182026-11-09
106Step 1o Turbo 202506StepFun1,1551,8952026-11-09
107Mistral Medium 3 2505Mistral1,15510,7732026-11-09
108Hunyuan Vision 1.5 ThinkingTencent1,1542,4182026-11-09
109GLM 4.5vzai1,1533,2332026-11-09
110Hunyuan Large VisionTencent1,1501,2712026-11-09
111GPT 5 Nano (High)OpenAI1,1473,9212026-11-09
112Claude 3.5 Sonnet 20240620Anthropic1,14621,6242026-11-09
113Llama 4 Maverick 17b 128e InstructMeta1,1456,9122026-11-09
114Step 3StepFun1,1443,1852026-11-09
115Gemini 1.5 Flash 002Google1,1427,2412026-11-09
116Mistral Small 3.2 2506Mistral1,14010,8252026-11-09
117Gemini 2.0 Flash Lite Preview 02 05Google1,1363,9912026-11-09
118Llama 4 Scout 17b 16e InstructMeta1,1286,4312026-11-09
119Claude 3.5 Haiku 20241022Anthropic1,1271,3972026-11-09
120Mistral Small 3.1 24b Instruct 2503Mistral1,12728,4522026-11-09
121Step 1o Vision 32k High ResStepFun1,1242,8332026-11-09
122qwen2.5 Vl 72b InstructAlibaba1,1213,7682026-11-09
123Gemini 1.5 Pro 001Google1,12016,7342026-11-09
124qwen2.5 Vl 32b InstructAlibaba1,1181,4902026-11-09
125GPT 4o 2024 08 06OpenAI1,1183,3762026-11-09
126Molmo 2 8ballenai1,1131,1872026-11-09
127GPT 4 Turbo 2024 04 09OpenAI1,11213,3912026-11-09
128GPT 4o Mini 2024 07 18OpenAI1,09717,3412026-11-09
129Pixtral Large 2411Mistral1,0955,4232026-11-09
130GPT 4.1 Nano 2025 04 14OpenAI1,0891,2112026-11-09
131Qwen2 Vl 72bAlibaba1,0855,9372026-11-09
132Qwen Vl Max 1119Alibaba1,0851,4222026-11-09
133Gemini 1.5 Flash 8b 001Google1,0716,2432026-11-09
134Step 1v 32kStepFun1,0641,5342026-11-09
135Claude 3 Opus 20240229Anthropic1,06215,5652026-11-09
136Gemini 1.5 Flash 001Google1,05913,2602026-11-09
137Molmo 72b 0924allenai1,0453,0482026-11-09
138Hunyuan Standard Vision 2024 12 31Tencent1,0428092026-11-09
139Llama 3.2 90b Vision InstructMeta1,0328,6822026-11-09
140Qwen2 Vl 7b InstructAlibaba1,0315,7662026-11-09
141Pixtral 12b 2409Mistral1,0257,5112026-11-09
142Internvl2 26bOther1,0255,1482026-11-09
143Amazon Nova Lite 1.0Amazon1,0191,8542026-11-09
144Amazon Nova Pro 1.0Amazon1,0192,3352026-11-09
145Claude 3 Sonnet 20240229Anthropic1,01712,3142026-11-09
146Yi VisionOther1,0031,2192026-11-09
147Aya Vision 32bCohere1,0018472026-11-09
148Claude 3 Haiku 20240307Anthropic1,00013,3802026-11-09
149Molmo 7b D 0924allenai9942,8152026-11-09
150Llama 3.2 11b Vision InstructMeta9934,8172026-11-09
151Nvila Internal 15b V1NVIDIA9861,0772026-11-09
152Llava Onevision Qwen2 72b OvOther9781,3212026-11-09
153Llava 1.6 34bOther9654,5312026-11-09
154Cogvlm2 Llama3 Chat 19bzai9641,9912026-11-09
155Minicpm V 2.6Other9631,9872026-11-09
156Internvl2 4bOther9593,7032026-11-09
157Phi 3.5 Vision InstructMicrosoft9192,5922026-11-09
158Phi 3 Vision 128k InstructMicrosoft8811,4012026-11-09

Sources

FAQ

Where do these scores come from?
Every score comes from a public benchmark or official machine-readable file, with a source link and date. This site does not invent scores, and missing values are not treated as zero.
How is the overall score calculated?
Each source is min-max normalized within itself, then weighted: Artificial Analysis 28%, LMArena Text Arena 28%, LiveBench 22%, coding composite 15%, reasoning composite 7%. Missing sources are dropped and the rest are renormalized. A model needs at least two headline sources (or three partials) to enter the overall board. When several variants of one family exist, only the best overall variant is shown.
Are site prices part of the benchmarks?
No. Benchmark scores come from third-party public boards. CNY prices are this site’s catalogue reference rates (CNY 1 = 1,000 points) and are settled on actual usage. They are shown separately so billing is not confused with quality.
How often is this updated?
A collector runs automatically every day. The upstream boards may not publish a new snapshot daily, so each page shows both this site’s collection time and the source publication date.