AI Model Leaderboard

Coding ranking, Model families, sorted by Overall
Rank Model Provider Weights Overall Coding Agents Reasoning Math Knowledge Cost
1 Gemini 4 Carbon New Google 67.3 68.2 65.2 70.6 66.7 66.9 $4.00
2 Claude Fable 5.2 New Anthropic 67.2 67.1 65.3 69.3 70.4 76.7 $16.00
3 Claude Opus 5.5 Anthropic 66.2 66.5 64.2 66.9 67.2 64.5 $8.00
4 GPT-6 Astra OpenAI 65.2 65.2 64.0 69.5 68.3 63.5 $20.00
5 Claude Fable 5.1 Anthropic 65.2 65.7 63.6 66.2 66.4 64.2 $20.00
6 Claude Sonnet 5.5 Anthropic 65.1 65.4 63.9 65.1 65.7 59.8 $4.00
7 GPT-6.1 Terra OpenAI 64.4 66.1 62.2 63.7 66.4 58.2 $2.00
8 GPT-6.1 Sol OpenAI 64.3 64.1 63.4 68.7 69.6 64.3 $4.00
9 Gemini 4 Argon Google 64.1 64.5 63.7 68.9 64.9 66.1 $4.00
10 Claude Opus 5 Anthropic 63.0 62.9 62.5 65.9 64.2 63.5 $10.00
11 Claude Fable 5 Anthropic 62.9 62.8 61.8 65.6 65.2 64.2 $20.00
13 Doubao Seed Evolving (Nov 2026) New ByteDance 62.3 –No results –No results 62.3 64.4 53.9 –No price
14 GPT-6 Sol OpenAI 62.2 62.0 62.1 64.7 65.0 59.4 $4.00
15 Muse Wonder Meta 62.2 62.9 62.4 63.8 62.8 63.2 $8.00
16 Muse Wonder Full Meta 61.8 61.0 62.8 64.7 64.1 64.3 –No price
18 Claude Haiku 5.5 Anthropic 61.6 62.2 60.9 60.3 61.2 54.3 $0.20
19 GPT-5.6 Sol OpenAI 61.5 61.3 62.0 65.2 64.4 61.7 $8.00
20 Muse Ember New Meta 61.2 –No results 62.0 61.7 –No results 62.7 $0.20
21 Muse Spark 1.3 Meta 61.1 61.3 60.1 63.2 60.5 65.0 $0.13
22 Grok 4.7 xAI 60.8 61.2 60.8 60.7 56.8 59.3 $3.00
23 Grok 4.6 xAI 60.5 60.9 60.4 61.6 59.2 59.4 $3.00
24 Claude Opus 4.8 Anthropic 60.2 60.3 59.9 62.1 61.3 59.5 $10.00
25 GPT-5.6 Terra OpenAI 60.2 61.3 60.3 61.9 63.1 55.9 $4.50
27 Hy4 New Tencent 60.1 –No results 60.9 59.6 –No results 59.9 $1.25
29 Gemini 3.8 Flash Google 59.8 59.5 60.2 65.9 58.8 62.0 $1.50
30 Qwen3.8 Max 0902 Alibaba 59.8 58.7 60.4 61.2 61.1 55.8 $3.00
32 Gemini 3.7 Flash Google 59.7 59.6 59.8 64.4 59.4 60.9 $1.50
34 GPT-5.5 OpenAI 59.5 59.5 59.6 64.6 62.8 59.2 $11.25
37 Qwen3.8 Max Alibaba 59.4 58.6 60.6 62.0 60.7 58.3 $3.00
38 GPT-6 Luna OpenAI 59.1 59.6 58.6 59.0 61.2 54.1 $0.20
41 Inkling 2 Small New Thinking Machines 58.8 57.7 59.0 64.0 –No results 61.9 $0.000
42 Ember-1 Fireworks 58.8 57.7 60.0 60.5 59.2 61.2 $6.00
43 Claude Opus 4.7 Anthropic 58.7 58.8 59.5 59.5 58.7 58.5 $10.00
44 Claude Sonnet 5 Anthropic 58.6 58.5 58.6 58.8 58.7 55.4 $4.00
45 Grok 4.5 xAI 58.5 58.9 58.7 59.9 57.5 58.0 $3.00
48 GPT-5.6 Luna OpenAI 58.2 58.4 58.1 58.4 61.4 54.7 $0.45
49 Muse Spark 1.1 Meta 58.0 58.3 57.4 60.2 56.8 58.8 $2.00
50 Muse Spark 1.2 Meta 58.0 57.6 57.5 60.1 57.4 59.4 $2.00
52 GPT-5.4 OpenAI 57.9 57.7 58.3 61.8 60.1 56.3 $5.63
53 Gemini 3.6 Flash Google 57.6 57.4 58.5 60.9 56.9 58.5 $1.50
54 GPT-5.3 Codex OpenAI 57.4 57.2 58.4 61.6 –No results –No results $4.81
55 Claude Opus 4.6 Anthropic 57.3 57.2 58.6 60.8 58.0 57.4 $10.00
57 Mercury 3 Inception 57.1 58.3 55.9 –No results –No results 55.0 $0.16
60 Gemini 3.5 Flash Google 56.8 57.0 57.3 62.4 57.4 59.5 $3.38
62 GPT-5.5 Instant OpenAI 56.1 57.6 –No results 47.5 50.3 –No results $11.25
63 GPT-5.2 OpenAI 55.9 56.9 54.3 58.7 57.4 53.5 $4.81
64 Qwen3.7 Max Alibaba 55.6 55.7 56.0 59.8 57.9 57.4 $2.68
67 Mistral Large 4 Mistral 55.3 55.5 56.2 55.2 58.1 47.9 $1.05
69 Claude Sonnet 4.6 Anthropic 55.2 54.5 56.9 58.2 55.5 55.1 $6.00
70 Gemini 3.1 Pro Preview Google 55.1 54.9 56.1 63.9 57.5 62.3 $4.50
72 Qwen3.6 Max Preview Alibaba 54.8 54.8 58.2 56.6 53.4 57.3 $2.95
73 Claude Opus 4.5 Anthropic 54.8 56.7 55.6 55.9 53.5 54.7 $10.00
74 Composer 2.5 Cursor 54.6 55.0 55.2 –No results –No results –No results –No price
75 GPT-5-Codex OpenAI 54.6 56.3 50.4 53.6 –No results –No results $3.44
76 GPT-5.2 Codex OpenAI 54.5 55.5 55.9 –No results –No results –No results $4.81
77 GPT-5.4 mini OpenAI 53.9 55.0 53.0 54.0 54.6 48.4 $1.69
78 GPT-5.1 Codex OpenAI 53.8 56.9 53.6 –No results –No results –No results $3.44
79 Muse Spark Meta 53.7 55.1 –No results 58.8 55.8 59.5 –No price
80 Gemini 3 Pro Preview Google 53.7 55.4 53.9 59.1 55.8 58.9 $4.50
82 GPT-5.1 Codex Max OpenAI 53.6 55.4 54.1 –No results 52.4 –No results $3.44
83 Grok Build 0.1 xAI 53.5 55.5 –No results 57.7 –No results –No results $1.25
84 o3-pro OpenAI 53.3 53.5 –No results 52.4 –No results –No results $35.00
85 Gemini 3 Flash Preview Google 53.3 53.9 54.9 58.1 55.5 57.0 $1.13
92 Grok 4.3 xAI 52.3 54.2 50.3 56.0 54.9 50.4 $1.56
96 GPT-5 OpenAI 51.9 53.0 52.3 54.4 55.5 54.8 $3.44
97 Grok 4.20 (Reasoning) xAI 51.9 54.2 52.5 60.1 55.2 49.9 $1.56
99 Gemini 3.5 Flash Lite Google 51.8 52.0 52.8 51.8 49.9 50.4 $0.85
100 GPT-5.4 nano OpenAI 51.7 53.6 50.2 51.2 54.0 39.2 $0.46
101 Qwen3.6 Plus Alibaba 51.7 51.4 54.6 53.7 54.8 52.9 $1.13
102 GPT-5.1 OpenAI 51.6 52.6 50.9 55.0 55.3 54.2 $3.44
103 Grok 4 xAI 51.5 51.8 48.7 54.9 51.2 51.5 –No price
105 Claude Sonnet 4.5 Anthropic 51.3 52.1 52.8 51.7 51.6 50.7 $6.00
108 o3 OpenAI 50.5 51.1 48.0 52.0 51.8 53.4 $3.50
109 Qwen3.7 Plus Alibaba 50.4 47.5 54.4 56.9 53.2 48.5 $0.70
112 Claude Opus 4.1 Anthropic 49.9 51.2 50.2 52.3 49.0 46.6 $30.00
114 Claude Opus 4 Anthropic 49.5 49.5 49.3 49.8 45.8 45.7 $30.00
115 Gemini 2.5 Pro Preview 06-05 Google 49.5 50.4 47.7 48.1 49.3 51.9 $3.44
116 Qwen3.5 Flash Alibaba 49.4 52.7 50.8 52.3 47.8 46.3 $0.18
117 Gemini 2.5 Flash (Sep 2025) Google 49.0 50.9 42.4 51.9 –No results 48.8 –No price
118 o4-mini OpenAI 48.9 49.4 47.1 49.8 52.9 46.5 $1.93
121 Qwen3 Max Alibaba 48.0 52.0 44.7 49.7 49.9 54.7 $1.52
122 Qwen3.5 Plus Alibaba 47.8 54.4 30.6 51.4 51.7 49.7 $0.90
123 Gemini 3.1 Flash Lite Google 47.7 49.4 42.6 48.8 51.3 43.1 $0.56
124 GPT-5 Mini OpenAI 47.7 50.6 41.7 49.6 54.0 47.8 $0.69
125 Grok 4.1 Fast (Reasoning) xAI 47.6 48.8 52.2 56.5 50.4 49.6 $0.28
126 Mistral Medium 3.5 Mistral 47.5 51.7 49.5 38.4 53.3 38.9 $3.00
127 Claude Haiku 4.5 Anthropic 47.4 47.9 49.9 47.7 48.3 41.9 $2.00
128 Gemini 3.1 Flash Lite Preview Google 47.3 52.9 47.9 45.7 –No results 46.0 $0.56
129 Claude Sonnet 4 Anthropic 47.1 46.0 49.3 48.9 44.4 42.6 $6.00
132 GPT-5 Nano OpenAI 46.9 47.9 44.0 46.9 50.2 39.2 $0.14
136 Magistral Medium 1.2 Mistral 46.5 47.5 –No results 41.5 –No results 30.0 –No price
137 Claude Sonnet 3.7 Anthropic 46.5 46.2 47.1 47.0 45.6 42.8 $6.00
143 Mercury 2.5 Inception 45.7 46.8 51.8 40.8 50.3 35.4 $0.34
144 Gemini 2.5 Pro Google 45.5 48.3 48.4 51.2 50.3 –No results $3.44
145 X-Ai/Grok-4-Fast-Reasoning xAI 45.2 48.9 –No results 51.9 –No results 42.9 $0.28
151 o3-mini OpenAI 44.9 44.6 –No results 46.7 49.4 42.0 $1.93
152 o1 OpenAI 44.8 44.9 42.8 48.5 48.5 48.1 $26.25
156 Gemini 2.5 Flash Preview 05-20 Google 44.2 43.6 –No results 47.2 48.7 45.3 $0.94
161 Grok 3 xAI 43.5 42.9 45.3 43.5 44.5 43.2 –No price
167 GPT-4.1 OpenAI 42.8 42.0 45.1 42.3 43.2 44.3 $3.50
169 Grok-3 mini xAI 42.6 42.1 –No results 45.2 47.3 –No results –No price
170 GPT-4.1 mini OpenAI 42.3 42.1 43.6 40.8 44.1 40.2 $0.70
171 Claude Sonnet 3.5 v2 Anthropic 42.3 43.2 39.9 42.0 39.1 36.7 $6.00
172 x-AI/Grok-Code-Fast 1 xAI 42.2 44.3 45.5 45.1 –No results –No results $0.53
173 Gemini 2.5 Flash (Apr 2025) Google 42.1 41.5 –No results 45.2 49.2 46.3 –No price
174 Mercury 2 Inception 41.7 44.9 –No results 43.8 –No results –No results $0.38
175 GPT-4.5 OpenAI 41.4 40.9 –No results 44.0 41.8 38.9 –No price
179 Grok 4.1 Fast xAI 40.5 36.6 48.0 47.0 50.4 37.2 $0.28
182 Mistral Medium 3.1 Mistral 39.1 38.8 –No results 41.1 –No results –No results $0.80
184 Gemini 2.0 Pro Google 38.8 38.4 –No results 41.2 42.6 –No results –No price
185 o1-mini OpenAI 38.4 37.6 –No results 42.6 43.2 –No results –No price
186 Mistral Medium 3 Mistral 38.1 37.5 38.2 41.3 39.5 37.3 $0.80
187 Gemini 2.0 Flash Google 37.9 37.0 –No results 42.6 41.5 39.8 $0.18
188 Gemini 1.5 Pro (Sept 2024) Google 37.7 36.3 39.7 41.7 39.5 37.4 –No price
190 Claude Haiku 3.5 Anthropic 36.0 35.0 38.5 36.1 34.1 25.6 $1.60
193 Grok-2 (Dec 2024) xAI 35.5 35.0 –No results 38.2 37.0 37.5 –No price
194 GPT-4o (2024-08-06) OpenAI 35.2 34.4 –No results 39.3 34.2 44.4 $4.38
195 GPT-4o (2024-11-20) OpenAI 35.1 34.2 –No results 39.8 34.8 32.9 $4.38
196 Gemini 1.5 Flash (Sep 2024) Google 34.5 34.3 34.4 36.1 36.8 27.0 –No price
200 Gemini 2.0 Flash Thinking (Jan 2025) Google 33.8 32.5 –No results 40.8 46.4 40.6 –No price
203 GPT-4.1 nano OpenAI 33.1 31.4 36.1 36.9 39.5 31.0 $0.18
207 GPT-4o mini OpenAI 26.9 21.5 36.9 36.9 34.6 32.9 $0.26