AI Model Leaderboard

Agentic work ranking, Model families, sorted by Overall
Rank Model Provider Weights Overall Coding Agents Reasoning Math Knowledge Cost
1 Gemini 4 Carbon New Google 66.8 68.2 65.2 70.6 66.7 66.9 $4.00
2 Claude Fable 5.2 New Anthropic 66.4 67.1 65.3 69.3 70.4 76.7 $16.00
3 Claude Opus 5.5 Anthropic 65.2 66.5 64.2 66.9 67.2 64.5 $8.00
4 GPT-6 Astra OpenAI 65.1 65.2 64.0 69.5 68.3 63.5 $20.00
5 Gemini 4 Argon Google 64.7 64.5 63.7 68.9 64.9 66.1 $4.00
6 Claude Fable 5.1 Anthropic 64.5 65.7 63.6 66.2 66.4 64.2 $20.00
7 Claude Sonnet 5.5 Anthropic 64.5 65.4 63.9 65.1 65.7 59.8 $4.00
8 GPT-6.1 Sol OpenAI 64.3 64.1 63.4 68.7 69.6 64.3 $4.00
9 GPT-6.1 Terra OpenAI 63.4 66.1 62.2 63.7 66.4 58.2 $2.00
10 Claude Opus 5 Anthropic 63.1 62.9 62.5 65.9 64.2 63.5 $10.00
11 Muse Wonder Meta 62.8 62.9 62.4 63.8 62.8 63.2 $8.00
12 Muse Wonder Full Meta 62.6 61.0 62.8 64.7 64.1 64.3 –No price
13 Claude Fable 5 Anthropic 62.6 62.8 61.8 65.6 65.2 64.2 $20.00
14 GPT-6 Sol OpenAI 62.4 62.0 62.1 64.7 65.0 59.4 $4.00
15 Kimi K3.1 Pro Moonshot AI Open 62.4 61.2 62.6 63.9 62.3 60.5 $8.00
16 GPT-5.6 Sol OpenAI 62.3 61.3 62.0 65.2 64.4 61.7 $8.00
17 Doubao Seed Evolving (Nov 2026) New ByteDance 62.3 –No results –No results 62.3 64.4 53.9 –No price
18 DeepSeek V4.1 Flash 1017 DeepSeek Open 62.2 62.9 61.6 63.4 60.7 55.4 $0.26
19 Muse Ember New Meta 61.9 –No results 62.0 61.7 –No results 62.7 $0.20
20 Claude Haiku 5.5 Anthropic 61.1 62.2 60.9 60.3 61.2 54.3 $0.20
21 Muse Spark 1.3 Meta 60.9 61.3 60.1 63.2 60.5 65.0 $0.13
22 Gemini 3.8 Flash Google 60.9 59.5 60.2 65.9 58.8 62.0 $1.50
23 Grok 4.7 xAI 60.9 61.2 60.8 60.7 56.8 59.3 $3.00
24 GPT-5.6 Terra OpenAI 60.8 61.3 60.3 61.9 63.1 55.9 $4.50
25 Grok 4.6 xAI 60.7 60.9 60.4 61.6 59.2 59.4 $3.00
26 Hy4 New Tencent 60.7 –No results 60.9 59.6 –No results 59.9 $1.25
27 GLM-5.3 Zhipu AI Open 60.6 60.7 60.8 59.3 58.1 56.6 $1.94
28 Gemini 3.7 Flash Google 60.4 59.6 59.8 64.4 59.4 60.9 $1.50
29 GPT-5.5 OpenAI 60.3 59.5 59.6 64.6 62.8 59.2 $11.25
30 Qwen3.8 Max Alibaba 60.3 58.6 60.6 62.0 60.7 58.3 $3.00
31 Claude Opus 4.8 Anthropic 60.3 60.3 59.9 62.1 61.3 59.5 $10.00
32 GPT-5.6 Sol Pro OpenAI 60.1 –No results 59.1 64.2 63.8 –No results –No price
33 Qwen3.8 Max 0902 Alibaba 60.1 58.7 60.4 61.2 61.1 55.8 $3.00
34 MiMo-V2.6-Pro Xiaomi Open 59.9 59.6 60.2 59.2 59.9 62.0 $0.54
35 Kimi K3 Moonshot AI Open 59.9 59.5 59.4 62.1 60.2 58.3 $6.00
36 Ember-1 Fireworks 59.5 57.7 60.0 60.5 59.2 61.2 $6.00
37 Inkling 2 Small New Thinking Machines 59.4 57.7 59.0 64.0 –No results 61.9 $0.000
38 MiniMax-M3.1-Flash MiniMax Open 59.4 61.0 60.1 53.9 –No results 57.2 $0.26
39 MiMo-V2.6-Flash Xiaomi Open 59.4 57.4 60.0 60.4 59.2 58.7 $0.18
40 Claude Opus 4.7 Anthropic 59.3 58.8 59.5 59.5 58.7 58.5 $10.00
41 GLM-5.3-Flash Zhipu AI Open 59.3 58.9 59.3 59.5 56.3 55.8 $0.19
42 DeepSeek V4.1 Flash DeepSeek Open 59.2 60.0 58.3 61.5 58.8 55.3 $0.33
43 Step 5 Preview StepFun Open 59.2 60.1 58.9 59.0 57.3 59.6 $1.53
44 Grok 4.5 xAI 59.0 58.9 58.7 59.9 57.5 58.0 $3.00
45 GPT-6 Luna OpenAI 58.9 59.6 58.6 59.0 61.2 54.1 $0.20
46 DeepSeek V4 Pro 0813 DeepSeek Open 58.9 58.4 58.5 61.3 58.7 57.2 $0.99
47 GPT-5.4 OpenAI 58.6 57.7 58.3 61.8 60.1 56.3 $5.63
48 Gemini 3.6 Flash Google 58.6 57.4 58.5 60.9 56.9 58.5 $1.50
49 Mistral Large 4 Preview Mistral Open 58.6 60.2 58.1 57.8 57.3 45.1 –No price
50 GPT-5.3 Codex OpenAI 58.6 57.2 58.4 61.6 –No results –No results $4.81
51 Claude Sonnet 5 Anthropic 58.6 58.5 58.6 58.8 58.7 55.4 $4.00
52 Claude Opus 4.6 Anthropic 58.6 57.2 58.6 60.8 58.0 57.4 $10.00
53 DeepSeek V4 Flash 0731 DeepSeek Open 58.3 55.2 59.1 60.1 57.5 53.1 $0.19
54 GPT-5.6 Luna OpenAI 58.2 58.4 58.1 58.4 61.4 54.7 $0.45
55 Muse Spark 1.1 Meta 58.0 58.3 57.4 60.2 56.8 58.8 $2.00
56 Gemini 3.5 Flash Google 58.0 57.0 57.3 62.4 57.4 59.5 $3.38
57 Muse Spark 1.2 Meta 57.9 57.6 57.5 60.1 57.4 59.4 $2.00
58 Hy4 preview Tencent Open 57.9 58.0 58.0 57.1 60.5 61.3 $1.25
59 Muse Spark Open Meta Open 57.6 58.4 57.0 58.8 59.6 58.9 $2.00
60 Qwen3.6 Max Preview Alibaba 57.1 54.8 58.2 56.6 53.4 57.3 $2.95
61 GLM-5.2 Zhipu AI Open 57.0 56.3 57.5 56.5 56.8 53.6 $1.94
62 Gemini 3.1 Pro Preview Google 57.0 54.9 56.1 63.9 57.5 62.3 $4.50
63 Qwen3.8 27B Alibaba Open 56.8 57.7 56.3 57.0 54.4 52.6 $0.83
64 Mercury 3 Inception 56.6 58.3 55.9 –No results –No results 55.0 $0.16
65 Kimi K2.7 Code Moonshot AI Open 56.6 55.3 57.2 56.1 56.5 52.0 $1.71
66 Qwen3.7 Max Alibaba 56.5 55.7 56.0 59.8 57.9 57.4 $2.68
67 Claude Sonnet 4.6 Anthropic 56.5 54.5 56.9 58.2 55.5 55.1 $6.00
68 DeepSeek V4 Pro DeepSeek Open 56.4 54.5 56.9 58.0 54.0 54.4 $2.06
69 Beam 1.0 Reflection Open 56.3 54.8 56.9 56.8 54.7 55.0 –No price
70 Kimi K2.6 Moonshot AI Open 56.0 56.7 55.1 58.4 56.7 51.9 $1.71
71 Claude Opus 4.5 Anthropic 55.9 56.7 55.6 55.9 53.5 54.7 $10.00
72 Mistral Large 4 Mistral 55.9 55.5 56.2 55.2 58.1 47.9 $1.05
73 GLM-5.1 Zhipu AI Open 55.8 53.4 56.8 55.9 54.7 53.3 $1.57
74 GPT-5.2 Codex OpenAI 55.7 55.5 55.9 –No results –No results –No results $4.81
75 GPT-5.2 OpenAI 55.6 56.9 54.3 58.7 57.4 53.5 $4.81
76 Composer 2.5 Cursor 55.2 55.0 55.2 –No results –No results –No results –No price
77 Gemini 3 Flash Preview Google 55.1 53.9 54.9 58.1 55.5 57.0 $1.13
78 Gemini 3 Pro Preview Google 55.1 55.4 53.9 59.1 55.8 58.9 $4.50
79 GPT-5.1 Codex Max OpenAI 54.5 55.4 54.1 –No results 52.4 –No results $3.44
80 MiniMax-M3 MiniMax Open 54.4 52.8 55.0 54.7 52.4 51.6 $0.53
81 Grok 4.20 (Reasoning) xAI 54.1 54.2 52.5 60.1 55.2 49.9 $1.56
82 Nemotron 3 Ultra 550B A55B NVIDIA Open 54.0 54.9 53.2 55.2 –No results 50.7 $0.000
83 Inkling Thinking Machines Open 53.7 52.4 53.6 56.2 51.7 53.7 $2.57
84 Qwen3.6 Plus Alibaba 53.7 51.4 54.6 53.7 54.8 52.9 $1.13
85 GPT-5.4 mini OpenAI 53.6 55.0 53.0 54.0 54.6 48.4 $1.69
86 MiMo-V2.5-Pro Xiaomi Open 53.5 54.0 53.8 51.7 55.2 49.4 $0.54
87 Inkling Small Thinking Machines Open 53.4 53.9 52.3 56.9 54.9 49.8 $0.53
88 MiMo-V2.5 Xiaomi Open 53.3 51.8 54.3 52.0 54.4 45.6 $0.18
89 Kimi K2.5 Moonshot AI Open 53.1 54.4 52.5 53.4 53.5 51.9 $1.20
90 Nemotron 3.5 Super VL 120B A12B NVIDIA Open 53.1 54.9 53.7 47.4 –No results 43.5 $0.000
91 Qwen3.7 Plus Alibaba 53.1 47.5 54.4 56.9 53.2 48.5 $0.70
92 GPT-5 OpenAI 52.8 53.0 52.3 54.4 55.5 54.8 $3.44
93 Claude Sonnet 4.5 Anthropic 52.5 52.1 52.8 51.7 51.6 50.7 $6.00
94 Gemini 3.5 Flash Lite Google 52.5 52.0 52.8 51.8 49.9 50.4 $0.85
95 GPT-5-Codex OpenAI 52.4 56.3 50.4 53.6 –No results –No results $3.44
96 Grok 4.3 xAI 52.2 54.2 50.3 56.0 54.9 50.4 $1.56
97 Grok 4.1 Fast (Reasoning) xAI 52.0 48.8 52.2 56.5 50.4 49.6 $0.28
98 GLM-5 Zhipu AI Open 52.0 53.5 51.2 52.7 50.9 52.8 $1.12
99 GPT-5.1 OpenAI 51.9 52.6 50.9 55.0 55.3 54.2 $3.44
100 Qwen3.5 397B-A17B Alibaba Open 51.8 –No results 51.7 51.9 52.3 –No results $1.35
101 MiniMax-M2.7 MiniMax Open 51.6 54.2 51.3 48.7 49.7 43.7 $0.53
102 Qwen3.5 Flash Alibaba 51.5 52.7 50.8 52.3 47.8 46.3 $0.18
103 GPT-5.4 nano OpenAI 51.2 53.6 50.2 51.2 54.0 39.2 $0.46
104 Nemotron 3 Ultra NVIDIA Open 51.1 48.8 51.8 51.9 50.3 –No results –No price
105 DeepSeek V3.2 DeepSeek Open 51.0 52.5 50.4 50.5 51.5 50.8 $0.33
106 Grok 4 Fast xAI 50.7 –No results 50.7 50.8 –No results –No results –No price
107 Claude Opus 4.1 Anthropic 50.7 51.2 50.2 52.3 49.0 46.6 $30.00
108 Grok 4 xAI 50.4 51.8 48.7 54.9 51.2 51.5 –No price
109 GLM-4.7 Zhipu AI Open 49.9 52.5 48.6 50.7 46.6 49.5 $0.86
110 MiniMax-M2.1 MiniMax Open 49.6 54.0 48.5 46.4 –No results 54.7 $0.53
111 Claude Opus 4 Anthropic 49.4 49.5 49.3 49.8 45.8 45.7 $30.00
112 MiniMax-M2.5 MiniMax Open 49.4 53.3 47.7 49.7 50.4 43.4 $0.53
113 o3 OpenAI 49.4 51.1 48.0 52.0 51.8 53.4 $3.50
114 Claude Haiku 4.5 Anthropic 49.0 47.9 49.9 47.7 48.3 41.9 $2.00
115 Mercury 2.5 Inception 48.9 46.8 51.8 40.8 50.3 35.4 $0.34
116 Gemini 3.1 Flash Lite Preview Google 48.8 52.9 47.9 45.7 –No results 46.0 $0.56
117 Gemini 2.5 Pro Google 48.8 48.3 48.4 51.2 50.3 –No results $3.44
118 Gemma 4 31B IT Google Open 48.4 45.7 49.1 50.5 49.2 38.7 $0.21
119 Gemini 2.5 Pro Preview 06-05 Google 48.4 50.4 47.7 48.1 49.3 51.9 $3.44
120 Claude Sonnet 4 Anthropic 48.4 46.0 49.3 48.9 44.4 42.6 $6.00
121 Mistral Medium 3.5 Mistral 48.4 51.7 49.5 38.4 53.3 38.9 $3.00
122 o4-mini OpenAI 48.1 49.4 47.1 49.8 52.9 46.5 $1.93
123 DeepSeek-V3.2-Exp DeepSeek Open 48.0 48.7 47.5 48.8 –No results –No results –No price
124 Kimi K2 Thinking Moonshot AI Open 47.9 48.0 47.6 49.3 50.1 44.8 $1.08
125 GLM-4.6 Zhipu AI Open 47.6 48.6 47.8 45.2 45.8 46.5 $1.00
126 Qwen3 Max Alibaba 47.3 52.0 44.7 49.7 49.9 54.7 $1.52
127 Claude Sonnet 3.7 Anthropic 46.9 46.2 47.1 47.0 45.6 42.8 $6.00
128 MiniMax-M2 MiniMax Open 46.2 –No results 46.7 44.2 –No results –No results $0.53
129 Kimi K2 Instruct Moonshot AI Open 46.1 46.6 46.4 44.2 –No results 42.5 $0.88
130 Laguna XS.2 Poolside Open 46.0 50.0 46.0 39.2 45.4 26.9 $0.000
131 Gemini 2.5 Flash (Sep 2025) Google 45.9 50.9 42.4 51.9 –No results 48.8 –No price
132 Laguna M.1 Poolside Open 45.9 50.3 48.6 27.5 45.4 29.7 $0.000
133 Gemini 2.5 Flash Google 45.8 –No results 45.6 46.7 47.5 –No results $0.85
134 Qwen3.6 35B-A3B Alibaba Open 45.6 44.1 45.1 49.8 49.9 –No results $0.36
135 GPT-5 Nano OpenAI 45.4 47.9 44.0 46.9 50.2 39.2 $0.14
136 Gemini 3.1 Flash Lite Google 45.2 49.4 42.6 48.8 51.3 43.1 $0.56
137 x-AI/Grok-Code-Fast 1 xAI 45.1 44.3 45.5 45.1 –No results –No results $0.53
138 GPT-5 Mini OpenAI 45.1 50.6 41.7 49.6 54.0 47.8 $0.69
139 Grok 4.1 Fast xAI 45.0 36.6 48.0 47.0 50.4 37.2 $0.28
140 DeepSeek R1 0528 DeepSeek Open 44.6 48.2 42.6 46.4 49.7 –No results $1.01
141 Qwen3 235B-A22B Instruct 2507 Alibaba Open 44.4 44.8 44.3 44.4 –No results –No results $0.31
142 Grok 3 xAI 44.4 42.9 45.3 43.5 44.5 43.2 –No price
143 DeepSeek-R1 DeepSeek Open 44.2 45.3 43.3 45.9 46.6 48.0 $2.36
144 o1 OpenAI 44.2 44.9 42.8 48.5 48.5 48.1 $26.25
145 GPT-4.1 OpenAI 43.9 42.0 45.1 42.3 43.2 44.3 $3.50
146 GPT OSS 120B OpenAI Open 43.0 44.1 42.1 44.7 53.5 42.2 $0.26
147 Command A Plus Cohere Open 43.0 44.8 42.8 40.8 –No results –No results $4.38
148 GPT-4.1 mini OpenAI 42.8 42.1 43.6 40.8 44.1 40.2 $0.70
149 DeepSeek V3 0324 DeepSeek Open 42.1 44.7 41.0 41.7 41.2 42.6 $0.50
150 Qwen3 32B Alibaba Open 42.1 39.8 42.9 42.5 48.0 –No results $0.26
151 Llama-3.2-90B-Vision-Instruct Meta Open 42.0 –No results 44.0 34.2 32.6 –No results $0.000
152 Claude Sonnet 3.5 v2 Anthropic 41.0 43.2 39.9 42.0 39.1 36.7 $6.00
153 DeepSeek-V3 DeepSeek Open 40.3 41.8 39.8 39.7 39.0 35.6 $0.51
154 o1-preview OpenAI 39.9 –No results 39.0 43.6 42.0 –No results –No price
155 Qwen3.5 Plus Alibaba 39.7 54.4 30.6 51.4 51.7 49.7 $0.90
156 Qwen3-14B Alibaba Open 39.6 37.9 39.7 42.3 47.9 –No results –No price
157 Gemini 1.5 Pro (Sept 2024) Google 39.2 36.3 39.7 41.7 39.5 37.4 –No price
158 Command A Cohere Open 38.9 33.6 42.0 35.7 –No results 30.6 $4.38
159 Qwen3.5 9B Alibaba Open 38.8 35.7 38.1 46.5 46.9 –No results $0.14
160 Mistral Medium 3 Mistral 38.5 37.5 38.2 41.3 39.5 37.3 $0.80
161 GPT OSS 20B OpenAI Open 38.0 48.7 31.8 45.1 47.7 33.2 $0.13
162 GPT-4o (2024-05-13) OpenAI 37.7 –No results 37.8 37.2 35.2 –No results $7.50
163 Mistral Large 2.1 Mistral Open 37.3 34.4 38.5 37.2 35.1 31.1 $3.00
164 Claude Haiku 3.5 Anthropic 37.2 35.0 38.5 36.1 34.1 25.6 $1.60
165 Qwen3 8B Alibaba Open 37.1 27.6 40.3 40.4 46.1 –No results $0.098
166 Qwen3 235B-A22B Thinking 2507 Alibaba Open 37.1 47.5 30.6 45.8 48.0 53.4 $0.95
167 Llama 4 Maverick Meta Open 37.0 31.9 38.0 41.4 38.5 39.3 –No price
168 Claude 3.5 Sonnet Anthropic 36.8 –No results 35.7 41.0 37.4 –No results –No price
169 Mistral Small 3.2 Mistral Open 36.6 32.2 38.0 38.6 41.8 –No results $0.22
170 Llama-3.3-70B-Instruct Meta Open 35.5 31.8 36.4 38.1 33.7 –No results $0.72
171 GPT-4.1 nano OpenAI 35.0 31.4 36.1 36.9 39.5 31.0 $0.18
172 Qwen2.5-VL 72B Instruct Alibaba Open 34.8 –No results 34.2 37.2 37.0 –No results $1.01
173 Gemini 1.5 Flash (Sep 2024) Google 34.6 34.3 34.4 36.1 36.8 27.0 –No price
174 Phi-4 Microsoft Open 34.5 –No results 33.1 40.2 38.0 –No results –No price
175 GPT-4o OpenAI 34.1 –No results 32.8 39.4 –No results –No results $4.38
176 GPT-4o mini OpenAI 33.0 21.5 36.9 36.9 34.6 32.9 $0.26
177 Mistral Nemo Mistral Open 33.0 –No results 33.9 29.3 26.0 –No results $0.11
178 Llama 4 Scout Meta Open 32.3 25.9 33.7 37.7 35.8 –No results –No price
179 Gemma 3 27B IT Google Open 32.2 23.4 34.4 38.1 40.1 –No results $0.16
180 GPT-4 Turbo OpenAI 31.8 –No results 30.4 37.5 34.2 –No results $15.00
181 GPT-4 OpenAI 31.4 –No results 30.6 34.3 29.1 –No results $37.50
182 Gemma 3 12B IT Google Open 31.1 18.7 34.9 36.5 38.7 –No results $0.075
183 Claude 3 Opus Anthropic 31.0 –No results 29.2 38.0 33.1 40.5 –No price
184 Gemma 3 4B IT Google Open 28.5 –No results 28.8 27.3 35.1 –No results $0.063
185 granite-4.0-350m Unknown 28.2 –No results 28.4 27.4 23.9 –No results –No price
186 Llama-3.1-8B-Instruct Meta Open 27.8 12.9 32.6 33.3 29.6 –No results $0.058
187 GPT-3.5-turbo OpenAI 23.3 –No results 21.6 30.1 29.9 –No results $0.75
188 Llama 3.2 1B Instruct Meta Open 22.5 –No results 21.5 26.4 24.3 –No results $0.071