AI Model Leaderboard

Coding ranking, Model families, sorted by Overall
Rank Model Provider Weights Overall Coding Agents Reasoning Math Knowledge Cost
207 GPT-4o mini OpenAI 26.9 21.5 36.9 36.8 34.7 32.9 $0.26
203 GPT-4.1 nano OpenAI 33.1 31.4 36.1 36.8 39.5 31.0 $0.18
200 Gemini 2.0 Flash Thinking (Jan 2025) Google 33.8 32.5 –No results 40.8 46.4 40.6 –No price
196 Gemini 1.5 Flash (Sep 2024) Google 34.5 34.3 34.4 36.1 36.9 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 34.3 44.4 $4.38
193 Grok-2 (Dec 2024) xAI 35.5 35.0 –No results 38.2 37.0 37.5 –No price
190 Claude Haiku 3.5 Anthropic 36.0 35.0 38.5 36.1 34.1 25.6 $1.60
188 Gemini 1.5 Pro (Sept 2024) Google 37.7 36.3 39.7 41.6 39.6 37.4 –No price
187 Gemini 2.0 Flash Google 37.9 37.0 –No results 42.5 41.5 39.8 $0.18
186 Mistral Medium 3 Mistral 38.1 37.5 38.2 41.2 39.5 37.3 $0.80
185 o1-mini OpenAI 38.4 37.6 –No results 42.6 43.3 –No results –No price
184 Gemini 2.0 Pro Google 38.8 38.4 –No results 41.2 42.7 –No results –No price
182 Mistral Medium 3.1 Mistral 39.1 38.8 –No results 41.1 –No results –No results $0.80
179 Grok 4.1 Fast xAI 40.5 36.6 48.0 47.0 50.4 37.2 $0.28
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 42.1 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 40.7 44.1 40.2 $0.70
169 Grok-3 mini xAI 42.5 42.1 –No results 45.1 47.3 –No results –No price
167 GPT-4.1 OpenAI 42.8 42.0 45.1 42.3 43.2 44.3 $3.50
162 Grok 3 xAI 43.5 42.9 45.3 43.4 44.5 43.2 –No price
157 Gemini 2.5 Flash Preview 05-20 Google 44.1 43.6 –No results 47.2 48.7 45.3 $0.94
152 o1 OpenAI 44.8 44.9 42.8 48.4 48.5 48.1 $26.25
151 o3-mini OpenAI 44.9 44.6 –No results 46.6 49.4 42.0 $1.93
146 X-Ai/Grok-4-Fast-Reasoning xAI 45.1 48.9 –No results 51.8 –No results 42.9 $0.28
144 Gemini 2.5 Pro Google 45.4 48.3 48.4 51.2 50.3 –No results $3.44
143 Mercury 2.5 Inception 45.6 46.8 51.8 40.8 50.3 35.4 $0.34
137 Claude Sonnet 3.7 Anthropic 46.5 46.1 47.1 47.0 45.6 42.8 $6.00
136 Magistral Medium 1.2 Mistral 46.5 47.4 –No results 41.5 –No results 30.0 –No price
132 GPT-5 Nano OpenAI 46.9 47.9 44.0 46.8 50.2 39.2 $0.14
129 Claude Sonnet 4 Anthropic 47.1 46.0 49.3 48.9 44.5 42.6 $6.00
128 Gemini 3.1 Flash Lite Preview Google 47.3 52.9 47.9 45.6 –No results 46.0 $0.56
127 Claude Haiku 4.5 Anthropic 47.4 47.8 49.9 47.6 48.3 41.9 $2.00
126 Mistral Medium 3.5 Mistral 47.4 51.7 49.5 38.4 53.3 38.9 $3.00
125 Grok 4.1 Fast (Reasoning) xAI 47.5 48.7 52.2 56.5 50.4 49.6 $0.28
124 GPT-5 Mini OpenAI 47.6 50.6 41.7 49.6 54.0 47.8 $0.69
123 Gemini 3.1 Flash Lite Google 47.7 49.3 42.6 48.7 51.3 43.1 $0.56
122 Qwen3.5 Plus Alibaba 47.8 54.3 30.6 51.4 51.7 49.7 $0.90
121 Qwen3 Max Alibaba 47.9 52.0 44.7 49.7 49.9 54.7 $1.52
118 o4-mini OpenAI 48.9 49.3 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 49.3 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 48.0 49.3 51.9 $3.44
114 Claude Opus 4 Anthropic 49.5 49.5 49.3 49.7 45.9 45.7 $30.00
112 Claude Opus 4.1 Anthropic 49.8 51.1 50.2 52.3 49.0 46.6 $30.00
109 Qwen3.7 Plus Alibaba 50.4 47.4 54.4 56.9 53.2 48.5 $0.70
108 o3 OpenAI 50.5 51.1 48.0 52.0 51.9 53.4 $3.50
105 Claude Sonnet 4.5 Anthropic 51.3 52.1 52.8 51.7 51.6 50.7 $6.00
103 Grok 4 xAI 51.4 51.8 48.7 54.9 51.3 51.5 –No price
102 GPT-5.1 OpenAI 51.6 52.6 50.9 54.9 55.3 54.2 $3.44
101 Qwen3.6 Plus Alibaba 51.6 51.4 54.6 53.7 54.8 52.9 $1.13
100 GPT-5.4 nano OpenAI 51.7 53.5 50.2 51.1 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
97 Grok 4.20 (Reasoning) xAI 51.8 54.2 52.5 60.0 55.2 49.9 $1.56
96 GPT-5 OpenAI 51.9 53.0 52.3 54.4 55.5 54.8 $3.44
92 Grok 4.3 xAI 52.2 54.2 50.3 56.0 54.9 50.4 $1.56
85 Gemini 3 Flash Preview Google 53.3 53.9 54.9 58.0 55.5 57.0 $1.13
84 o3-pro OpenAI 53.3 53.5 –No results 52.3 –No results –No results $35.00
83 Grok Build 0.1 xAI 53.4 55.5 –No results 57.6 –No results –No results $1.25
82 GPT-5.1 Codex Max OpenAI 53.5 55.4 54.1 –No results 52.4 –No results $3.44
80 Muse Spark Meta 53.7 55.0 –No results 58.7 55.8 59.5 –No price
79 Gemini 3 Pro Preview Google 53.7 55.4 53.9 59.0 55.8 58.9 $4.50
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 54.9 53.0 53.9 54.6 48.4 $1.69
76 GPT-5.2 Codex OpenAI 54.5 55.4 55.9 –No results –No results –No results $4.81
75 GPT-5-Codex OpenAI 54.5 56.2 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 54.7 56.6 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
70 Gemini 3.1 Pro Preview Google 55.1 54.9 56.1 63.8 57.5 62.3 $4.50
69 Claude Sonnet 4.6 Anthropic 55.1 54.5 56.9 58.1 55.5 55.1 $6.00
67 Mistral Large 4 Mistral 55.3 55.5 56.2 55.1 58.1 47.9 $1.05
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 56.8 54.3 58.7 57.4 53.5 $4.81
62 GPT-5.5 Instant OpenAI 56.0 57.6 –No results 47.4 50.4 –No results $11.25
60 Gemini 3.5 Flash Google 56.8 56.9 57.3 62.3 57.4 59.5 $3.38
57 Mercury 3 Inception 57.1 58.3 55.9 –No results –No results 55.0 $0.16
55 Claude Opus 4.6 Anthropic 57.3 57.2 58.6 60.7 57.9 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 57.3 58.5 60.9 56.9 58.5 $1.50
52 GPT-5.4 OpenAI 57.8 57.7 58.3 61.7 60.1 56.3 $5.63
50 Muse Spark 1.2 Meta 57.9 57.6 57.5 60.1 57.4 59.4 $2.00
49 Muse Spark 1.1 Meta 58.0 58.2 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
45 Grok 4.5 xAI 58.5 58.9 58.7 59.8 57.5 58.0 $3.00
44 Claude Sonnet 5 Anthropic 58.6 58.4 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 57.6 59.0 64.0 –No results 61.9 $0.000
38 GPT-6 Luna OpenAI 59.1 59.5 58.6 58.9 61.2 54.1 $0.20
37 Qwen3.8 Max Alibaba 59.3 58.6 60.6 61.9 60.7 58.3 $3.00
34 GPT-5.5 OpenAI 59.5 59.5 59.6 64.5 62.7 59.2 $11.25
32 Gemini 3.7 Flash Google 59.6 59.6 59.8 64.4 59.3 60.9 $1.50
30 Qwen3.8 Max 0902 Alibaba 59.7 58.7 60.4 61.1 61.0 55.8 $3.00
29 Gemini 3.8 Flash Google 59.8 59.5 60.2 65.9 58.8 62.0 $1.50
27 Hy4 New Tencent 60.1 –No results 60.9 59.5 –No results 59.9 $1.25
26 GPT-5.6 Terra OpenAI 60.2 61.3 60.3 61.8 63.1 55.9 $4.50