AI Model Leaderboard

Coding ranking, Model families, sorted by Overall
Rank Model Provider Weights Overall Coding Agents Reasoning Math Knowledge Cost
209 Llama-3.1-8B-Instruct Meta Open 19.9 12.9 32.6 33.3 29.6 –No results $0.058
208 Gemma 3 12B IT Google Open 24.6 18.7 34.9 36.5 38.7 –No results $0.075
207 GPT-4o mini OpenAI 26.9 21.5 36.9 36.9 34.6 32.9 $0.26
206 Gemma 3 27B IT Google Open 27.7 23.4 34.4 38.1 40.1 –No results $0.16
205 Llama 4 Scout Meta Open 29.1 25.9 33.7 37.7 35.8 –No results –No price
204 Qwen3 8B Alibaba Open 32.1 27.6 40.3 40.4 46.1 –No results $0.098
203 GPT-4.1 nano OpenAI 33.1 31.4 36.1 36.9 39.5 31.0 $0.18
202 Mistral Small 3.1 Mistral Open 33.5 32.7 –No results 37.9 34.5 27.4 –No price
201 Llama-3.3-70B-Instruct Meta Open 33.6 31.8 36.4 38.1 33.7 –No results $0.72
200 Gemini 2.0 Flash Thinking (Jan 2025) Google 33.8 32.5 –No results 40.8 46.4 40.6 –No price
199 MiMo-V2-Flash Xiaomi Open 34.2 31.7 –No results 40.8 –No results –No results $0.15
198 Mistral Small 3.2 Mistral Open 34.3 32.2 38.0 38.6 41.8 –No results $0.22
197 Llama 4 Maverick Meta Open 34.4 31.9 38.0 41.4 38.5 39.3 –No price
196 Gemini 1.5 Flash (Sep 2024) Google 34.5 34.3 34.4 36.1 36.8 27.0 –No price
195 GPT-4o (2024-11-20) OpenAI 35.1 34.2 –No results 39.8 34.8 32.9 $4.38
194 GPT-4o (2024-08-06) OpenAI 35.2 34.4 –No results 39.3 34.2 44.4 $4.38
193 Grok-2 (Dec 2024) xAI 35.5 35.0 –No results 38.2 37.0 37.5 –No price
192 Mistral Large 2.1 Mistral Open 35.7 34.4 38.5 37.2 35.1 31.1 $3.00
191 Command A Cohere Open 35.8 33.6 42.0 35.7 –No results 30.6 $4.38
190 Claude Haiku 3.5 Anthropic 36.0 35.0 38.5 36.1 34.1 25.6 $1.60
189 Qwen3.5 9B Alibaba Open 37.6 35.7 38.1 46.5 46.9 –No results $0.14
188 Gemini 1.5 Pro (Sept 2024) Google 37.7 36.3 39.7 41.7 39.5 37.4 –No price
187 Gemini 2.0 Flash Google 37.9 37.0 –No results 42.6 41.5 39.8 $0.18
186 Mistral Medium 3 Mistral 38.1 37.5 38.2 41.3 39.5 37.3 $0.80
185 o1-mini OpenAI 38.4 37.6 –No results 42.6 43.2 –No results –No price
184 Gemini 2.0 Pro Google 38.8 38.4 –No results 41.2 42.6 –No results –No price
183 Qwen3-14B Alibaba Open 38.9 37.9 39.7 42.3 47.9 –No results –No price
182 Mistral Medium 3.1 Mistral 39.1 38.8 –No results 41.1 –No results –No results $0.80
181 Qwen3.5 35B-A3B Alibaba Open 39.3 39.1 –No results 48.2 48.7 –No results $0.36
180 Qwen3-30B-A3B-Thinking (Jul 2025) Alibaba Open 40.1 39.4 –No results 44.1 48.6 –No results –No price
179 Grok 4.1 Fast xAI 40.5 36.6 48.0 47.0 50.4 37.2 $0.28
178 Qwen3 32B Alibaba Open 40.8 39.8 42.9 42.5 48.0 –No results $0.26
177 DeepSeek-V3 DeepSeek Open 41.1 41.8 39.8 39.7 39.0 35.6 $0.51
176 Mistral Large 3 Mistral Open 41.2 43.4 –No results 42.0 –No results 43.0 $0.75
175 GPT-4.5 OpenAI 41.4 40.9 –No results 44.0 41.8 38.9 –No price
174 Mercury 2 Inception 41.7 44.9 –No results 43.8 –No results –No results $0.38
173 Gemini 2.5 Flash (Apr 2025) Google 42.1 41.5 –No results 45.2 49.2 46.3 –No price
172 x-AI/Grok-Code-Fast 1 xAI 42.2 44.3 45.5 45.1 –No results –No results $0.53
171 Claude Sonnet 3.5 v2 Anthropic 42.3 43.2 39.9 42.0 39.1 36.7 $6.00
170 GPT-4.1 mini OpenAI 42.3 42.1 43.6 40.8 44.1 40.2 $0.70
169 Grok-3 mini xAI 42.6 42.1 –No results 45.2 47.3 –No results –No price
168 Mistral Medium 3.5 Mistral Open 42.6 45.1 –No results 40.8 52.4 –No results $3.14
167 GPT-4.1 OpenAI 42.8 42.0 45.1 42.3 43.2 44.3 $3.50
166 Qwen3.5 122B-A10B Alibaba Open 42.8 42.0 –No results 49.6 –No results –No results $0.79
165 Devstral 2 Mistral Open 43.1 46.6 –No results –No results –No results –No results $0.80
164 Nemotron 3 Super NVIDIA Open 43.1 42.4 –No results 47.2 –No results –No results –No price
163 Qwen3 235B-A22B Thinking 2507 Alibaba Open 43.4 47.5 30.6 45.8 48.0 53.4 $0.95
162 DeepSeek V3 0324 DeepSeek Open 43.5 44.7 41.0 41.7 41.2 42.6 $0.50
161 Grok 3 xAI 43.5 42.9 45.3 43.5 44.5 43.2 –No price
160 GPT OSS 120B OpenAI Open 43.7 44.1 42.1 44.7 53.5 42.2 $0.26
159 Magistral Small 1.2 Mistral Open 43.8 44.6 –No results 39.4 41.4 23.7 $0.75
158 Command A Plus Cohere Open 43.9 44.8 42.8 40.8 –No results –No results $4.38
157 Trinity Large Thinking Arcee AI Open 44.0 46.8 –No results 45.1 –No results –No results $0.41
156 Gemini 2.5 Flash Preview 05-20 Google 44.2 43.6 –No results 47.2 48.7 45.3 $0.94
155 GPT OSS 20B OpenAI Open 44.3 48.7 31.8 45.1 47.7 33.2 $0.13
154 Qwen3 235B-A22B Instruct 2507 Alibaba Open 44.6 44.8 44.3 44.4 –No results –No results $0.31
153 DeepSeek-V3.1-Terminus DeepSeek Open 44.8 44.3 –No results 47.6 –No results –No results –No price
152 o1 OpenAI 44.8 44.9 42.8 48.5 48.5 48.1 $26.25
151 o3-mini OpenAI 44.9 44.6 –No results 46.7 49.4 42.0 $1.93
150 DeepSeek-R1 DeepSeek Open 44.9 45.3 43.3 45.9 46.6 48.0 $2.36
149 Qwen3 235B-A22B Alibaba Open 44.9 45.0 –No results 44.4 38.9 45.0 $0.50
148 Qwen3.6 35B-A3B Alibaba Open 45.0 44.1 45.1 49.8 49.9 –No results $0.36
147 Gemma 4 26B A4B IT Google Open 45.0 46.2 –No results 44.4 51.3 –No results $0.20
146 Qwen3-Coder 480B-A35B Instruct Alibaba Open 45.1 47.5 45.9 –No results –No results –No results $0.62
145 X-Ai/Grok-4-Fast-Reasoning xAI 45.2 48.9 –No results 51.9 –No results 42.9 $0.28
144 Gemini 2.5 Pro Google 45.5 48.3 48.4 51.2 50.3 –No results $3.44
143 Mercury 2.5 Inception 45.7 46.8 51.8 40.8 50.3 35.4 $0.34
142 GLM-4.6 Zhipu AI Open 46.2 48.6 47.8 45.2 45.8 46.5 $1.00
141 Kimi K2 Instruct Moonshot AI Open 46.3 46.6 46.4 44.2 –No results 42.5 $0.88
140 Laguna XS.2 Poolside Open 46.4 50.0 46.0 39.2 45.4 26.9 $0.000
139 Laguna M.1 Poolside Open 46.4 50.3 48.6 27.5 45.4 29.7 $0.000
138 DeepSeek-V3.2-Exp DeepSeek Open 46.5 48.7 47.5 48.8 –No results –No results –No price
137 Claude Sonnet 3.7 Anthropic 46.5 46.2 47.1 47.0 45.6 42.8 $6.00
136 Magistral Medium 1.2 Mistral 46.5 47.5 –No results 41.5 –No results 30.0 –No price
135 Gemma 4 31B IT Google Open 46.6 45.7 49.1 50.5 49.2 38.7 $0.21
134 GLM-4.5 Zhipu AI Open 46.7 46.6 –No results 46.8 –No results 42.9 $1.00
133 DeepSeek R1 0528 DeepSeek Open 46.7 48.2 42.6 46.4 49.7 –No results $1.01
132 GPT-5 Nano OpenAI 46.9 47.9 44.0 46.9 50.2 39.2 $0.14
131 Step 3.7 Flash StepFun Open 46.9 46.2 –No results 50.4 52.8 –No results $0.45
130 Qwen3.6 27B Alibaba Open 47.0 48.1 –No results 47.5 53.1 –No results $1.03
129 Claude Sonnet 4 Anthropic 47.1 46.0 49.3 48.9 44.4 42.6 $6.00
128 Gemini 3.1 Flash Lite Preview Google 47.3 52.9 47.9 45.7 –No results 46.0 $0.56
127 Claude Haiku 4.5 Anthropic 47.4 47.9 49.9 47.7 48.3 41.9 $2.00
126 Mistral Medium 3.5 Mistral 47.5 51.7 49.5 38.4 53.3 38.9 $3.00
125 Grok 4.1 Fast (Reasoning) xAI 47.6 48.8 52.2 56.5 50.4 49.6 $0.28
124 GPT-5 Mini OpenAI 47.7 50.6 41.7 49.6 54.0 47.8 $0.69
123 Gemini 3.1 Flash Lite Google 47.7 49.4 42.6 48.8 51.3 43.1 $0.56
122 Qwen3.5 Plus Alibaba 47.8 54.4 30.6 51.4 51.7 49.7 $0.90
121 Qwen3 Max Alibaba 48.0 52.0 44.7 49.7 49.9 54.7 $1.52
120 Kimi K2 Thinking Moonshot AI Open 48.0 48.0 47.6 49.3 50.1 44.8 $1.08
119 Muse Glimmer Meta Open 48.8 50.7 –No results 50.1 –No results –No results –No price
118 o4-mini OpenAI 48.9 49.4 47.1 49.8 52.9 46.5 $1.93
117 Gemini 2.5 Flash (Sep 2025) Google 49.0 50.9 42.4 51.9 –No results 48.8 –No price
116 Qwen3.5 Flash Alibaba 49.4 52.7 50.8 52.3 47.8 46.3 $0.18
115 Gemini 2.5 Pro Preview 06-05 Google 49.5 50.4 47.7 48.1 49.3 51.9 $3.44
114 Claude Opus 4 Anthropic 49.5 49.5 49.3 49.8 45.8 45.7 $30.00
113 DeepSeek V3.2 DeepSeek Open 49.8 52.5 50.4 50.5 51.5 50.8 $0.33
112 Claude Opus 4.1 Anthropic 49.9 51.2 50.2 52.3 49.0 46.6 $30.00
111 Nemotron 3 Ultra NVIDIA Open 49.9 48.8 51.8 51.9 50.3 –No results –No price
110 MiniMax-M2.5 MiniMax Open 50.4 53.3 47.7 49.7 50.4 43.4 $0.53
109 Qwen3.7 Plus Alibaba 50.4 47.5 54.4 56.9 53.2 48.5 $0.70
108 o3 OpenAI 50.5 51.1 48.0 52.0 51.8 53.4 $3.50
107 GLM-4.7 Zhipu AI Open 50.5 52.5 48.6 50.7 46.6 49.5 $0.86
106 Nemotron 3.5 Super VL 120B A12B NVIDIA Open 51.3 54.9 53.7 47.4 –No results 43.5 $0.000
105 Claude Sonnet 4.5 Anthropic 51.3 52.1 52.8 51.7 51.6 50.7 $6.00
104 MiniMax-M2.7 MiniMax Open 51.3 54.2 51.3 48.7 49.7 43.7 $0.53
103 Grok 4 xAI 51.5 51.8 48.7 54.9 51.2 51.5 –No price
102 GPT-5.1 OpenAI 51.6 52.6 50.9 55.0 55.3 54.2 $3.44
101 Qwen3.6 Plus Alibaba 51.7 51.4 54.6 53.7 54.8 52.9 $1.13
100 GPT-5.4 nano OpenAI 51.7 53.6 50.2 51.2 54.0 39.2 $0.46
99 Gemini 3.5 Flash Lite Google 51.8 52.0 52.8 51.8 49.9 50.4 $0.85
98 MiniMax-M2.1 MiniMax Open 51.8 54.0 48.5 46.4 –No results 54.7 $0.53
97 Grok 4.20 (Reasoning) xAI 51.9 54.2 52.5 60.1 55.2 49.9 $1.56
96 GPT-5 OpenAI 51.9 53.0 52.3 54.4 55.5 54.8 $3.44
95 Inkling Thinking Machines Open 51.9 52.4 53.6 56.2 51.7 53.7 $2.57
94 GLM-5 Zhipu AI Open 51.9 53.5 51.2 52.7 50.9 52.8 $1.12
93 MiMo-V2.5 Xiaomi Open 52.1 51.8 54.3 52.0 54.4 45.6 $0.18
92 Grok 4.3 xAI 52.3 54.2 50.3 56.0 54.9 50.4 $1.56
91 DeepSeek V4 Flash DeepSeek Open 52.3 50.7 –No results 56.0 55.7 –No results $0.18
90 Nemotron 3 Ultra 550B A55B NVIDIA Open 52.4 54.9 53.2 55.2 –No results 50.7 $0.000
89 Kimi K2.5 Moonshot AI Open 52.5 54.4 52.5 53.4 53.5 51.9 $1.20
88 Inkling Small Thinking Machines Open 52.6 53.9 52.3 56.9 54.9 49.8 $0.53
87 MiMo-V2.5-Pro Xiaomi Open 53.0 54.0 53.8 51.7 55.2 49.4 $0.54
86 MiniMax-M3 MiniMax Open 53.3 52.8 55.0 54.7 52.4 51.6 $0.53
85 Gemini 3 Flash Preview Google 53.3 53.9 54.9 58.1 55.5 57.0 $1.13
84 o3-pro OpenAI 53.3 53.5 –No results 52.4 –No results –No results $35.00
83 Grok Build 0.1 xAI 53.5 55.5 –No results 57.7 –No results –No results $1.25
82 GPT-5.1 Codex Max OpenAI 53.6 55.4 54.1 –No results 52.4 –No results $3.44
81 GLM-5.1 Zhipu AI Open 53.6 53.4 56.8 55.9 54.7 53.3 $1.57
80 Gemini 3 Pro Preview Google 53.7 55.4 53.9 59.1 55.8 58.9 $4.50
79 Muse Spark Meta 53.7 55.1 –No results 58.8 55.8 59.5 –No price
78 GPT-5.1 Codex OpenAI 53.8 56.9 53.6 –No results –No results –No results $3.44
77 GPT-5.4 mini OpenAI 53.9 55.0 53.0 54.0 54.6 48.4 $1.69
76 GPT-5.2 Codex OpenAI 54.5 55.5 55.9 –No results –No results –No results $4.81
75 GPT-5-Codex OpenAI 54.6 56.3 50.4 53.6 –No results –No results $3.44
74 Composer 2.5 Cursor 54.6 55.0 55.2 –No results –No results –No results –No price
73 Claude Opus 4.5 Anthropic 54.8 56.7 55.6 55.9 53.5 54.7 $10.00
72 Qwen3.6 Max Preview Alibaba 54.8 54.8 58.2 56.6 53.4 57.3 $2.95
71 DeepSeek V4 Pro DeepSeek Open 55.0 54.5 56.9 58.0 54.0 54.4 $2.06
70 Gemini 3.1 Pro Preview Google 55.1 54.9 56.1 63.9 57.5 62.3 $4.50
69 Claude Sonnet 4.6 Anthropic 55.2 54.5 56.9 58.2 55.5 55.1 $6.00
68 Kimi K2.7 Code Moonshot AI Open 55.2 55.3 57.2 56.1 56.5 52.0 $1.71
67 Mistral Large 4 Mistral 55.3 55.5 56.2 55.2 58.1 47.9 $1.05
66 Kimi K2.6 Moonshot AI Open 55.5 56.7 55.1 58.4 56.7 51.9 $1.71
65 Beam 1.0 Reflection Open 55.5 54.8 56.9 56.8 54.7 55.0 –No price
64 Qwen3.7 Max Alibaba 55.6 55.7 56.0 59.8 57.9 57.4 $2.68
63 GPT-5.2 OpenAI 55.9 56.9 54.3 58.7 57.4 53.5 $4.81
62 GPT-5.5 Instant OpenAI 56.1 57.6 –No results 47.5 50.3 –No results $11.25
61 GLM-5.2 Zhipu AI Open 56.4 56.3 57.5 56.5 56.8 53.6 $1.94
60 Gemini 3.5 Flash Google 56.8 57.0 57.3 62.4 57.4 59.5 $3.38
59 DeepSeek V4 Flash 0731 DeepSeek Open 56.8 55.2 59.1 60.1 57.5 53.1 $0.19
58 Qwen3.8 27B Alibaba Open 57.1 57.7 56.3 57.0 54.4 52.6 $0.83
57 Mercury 3 Inception 57.1 58.3 55.9 –No results –No results 55.0 $0.16
56 Muse Spark Open Meta Open 57.2 58.4 57.0 58.8 59.6 58.9 $2.00
55 Claude Opus 4.6 Anthropic 57.3 57.2 58.6 60.8 58.0 57.4 $10.00
54 GPT-5.3 Codex OpenAI 57.4 57.2 58.4 61.6 –No results –No results $4.81
53 Gemini 3.6 Flash Google 57.6 57.4 58.5 60.9 56.9 58.5 $1.50
52 GPT-5.4 OpenAI 57.9 57.7 58.3 61.8 60.1 56.3 $5.63
51 Hy4 preview Tencent Open 58.0 58.0 58.0 57.1 60.5 61.3 $1.25
50 Muse Spark 1.2 Meta 58.0 57.6 57.5 60.1 57.4 59.4 $2.00
49 Muse Spark 1.1 Meta 58.0 58.3 57.4 60.2 56.8 58.8 $2.00
48 GPT-5.6 Luna OpenAI 58.2 58.4 58.1 58.4 61.4 54.7 $0.45
47 GLM-5.3-Flash Zhipu AI Open 58.4 58.9 59.3 59.5 56.3 55.8 $0.19
46 MiMo-V2.6-Flash Xiaomi Open 58.4 57.4 60.0 60.4 59.2 58.7 $0.18
45 Grok 4.5 xAI 58.5 58.9 58.7 59.9 57.5 58.0 $3.00
44 Claude Sonnet 5 Anthropic 58.6 58.5 58.6 58.8 58.7 55.4 $4.00
43 Claude Opus 4.7 Anthropic 58.7 58.8 59.5 59.5 58.7 58.5 $10.00
42 Ember-1 Fireworks 58.8 57.7 60.0 60.5 59.2 61.2 $6.00
41 Inkling 2 Small New Thinking Machines 58.8 57.7 59.0 64.0 –No results 61.9 $0.000
40 DeepSeek V4 Pro 0813 DeepSeek Open 58.9 58.4 58.5 61.3 58.7 57.2 $0.99
39 Step 5 Preview StepFun Open 59.1 60.1 58.9 59.0 57.3 59.6 $1.53
38 GPT-6 Luna OpenAI 59.1 59.6 58.6 59.0 61.2 54.1 $0.20
37 Qwen3.8 Max Alibaba 59.4 58.6 60.6 62.0 60.7 58.3 $3.00
36 MiniMax-M3.1-Flash MiniMax Open 59.4 61.0 60.1 53.9 –No results 57.2 $0.26
35 Mistral Large 4 Preview Mistral Open 59.5 60.2 58.1 57.8 57.3 45.1 –No price
34 GPT-5.5 OpenAI 59.5 59.5 59.6 64.6 62.8 59.2 $11.25
33 MiMo-V2.6-Pro Xiaomi Open 59.6 59.6 60.2 59.2 59.9 62.0 $0.54
32 Gemini 3.7 Flash Google 59.7 59.6 59.8 64.4 59.4 60.9 $1.50
31 Kimi K3 Moonshot AI Open 59.7 59.5 59.4 62.1 60.2 58.3 $6.00
30 Qwen3.8 Max 0902 Alibaba 59.8 58.7 60.4 61.2 61.1 55.8 $3.00
29 Gemini 3.8 Flash Google 59.8 59.5 60.2 65.9 58.8 62.0 $1.50
28 DeepSeek V4.1 Flash DeepSeek Open 59.9 60.0 58.3 61.5 58.8 55.3 $0.33
27 Hy4 New Tencent 60.1 –No results 60.9 59.6 –No results 59.9 $1.25
26 GLM-5.3 Zhipu AI Open 60.2 60.7 60.8 59.3 58.1 56.6 $1.94
25 GPT-5.6 Terra OpenAI 60.2 61.3 60.3 61.9 63.1 55.9 $4.50
24 Claude Opus 4.8 Anthropic 60.2 60.3 59.9 62.1 61.3 59.5 $10.00
23 Grok 4.6 xAI 60.5 60.9 60.4 61.6 59.2 59.4 $3.00
22 Grok 4.7 xAI 60.8 61.2 60.8 60.7 56.8 59.3 $3.00
21 Muse Spark 1.3 Meta 61.1 61.3 60.1 63.2 60.5 65.0 $0.13
20 Muse Ember New Meta 61.2 –No results 62.0 61.7 –No results 62.7 $0.20
19 GPT-5.6 Sol OpenAI 61.5 61.3 62.0 65.2 64.4 61.7 $8.00
18 Claude Haiku 5.5 Anthropic 61.6 62.2 60.9 60.3 61.2 54.3 $0.20
17 Kimi K3.1 Pro Moonshot AI Open 61.6 61.2 62.6 63.9 62.3 60.5 $8.00
16 Muse Wonder Full Meta 61.8 61.0 62.8 64.7 64.1 64.3 –No price
15 Muse Wonder Meta 62.2 62.9 62.4 63.8 62.8 63.2 $8.00
14 GPT-6 Sol OpenAI 62.2 62.0 62.1 64.7 65.0 59.4 $4.00
13 Doubao Seed Evolving (Nov 2026) New ByteDance 62.3 –No results –No results 62.3 64.4 53.9 –No price
12 DeepSeek V4.1 Flash 1017 DeepSeek Open 62.5 62.9 61.6 63.4 60.7 55.4 $0.26
11 Claude Fable 5 Anthropic 62.9 62.8 61.8 65.6 65.2 64.2 $20.00
10 Claude Opus 5 Anthropic 63.0 62.9 62.5 65.9 64.2 63.5 $10.00
9 Gemini 4 Argon Google 64.1 64.5 63.7 68.9 64.9 66.1 $4.00
8 GPT-6.1 Sol OpenAI 64.3 64.1 63.4 68.7 69.6 64.3 $4.00
7 GPT-6.1 Terra OpenAI 64.4 66.1 62.2 63.7 66.4 58.2 $2.00
6 Claude Sonnet 5.5 Anthropic 65.1 65.4 63.9 65.1 65.7 59.8 $4.00
5 Claude Fable 5.1 Anthropic 65.2 65.7 63.6 66.2 66.4 64.2 $20.00
4 GPT-6 Astra OpenAI 65.2 65.2 64.0 69.5 68.3 63.5 $20.00
3 Claude Opus 5.5 Anthropic 66.2 66.5 64.2 66.9 67.2 64.5 $8.00
2 Claude Fable 5.2 New Anthropic 67.2 67.1 65.3 69.3 70.4 76.7 $16.00
1 Gemini 4 Carbon New Google 67.3 68.2 65.2 70.6 66.7 66.9 $4.00