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OneAtlas

Intelligence Index

A composite of reasoning, knowledge, math, and coding evaluations.

Published by Artificial Analysis
208
Models scored
57.6
Top score
19.5
Median

Distribution of scores

3.857.6

Leaderboard

208 models

#ModelScoreContextInput $Output $
1Claude Opus 5.5Anthropic57.61M$4.00$20.00
2Claude Sonnet 5.5Anthropic561M$2.00$10.00
3Kimi K3.1 ProMoonshot AI55.11.05M$4.00$20.00
4Claude Fable 5.1Anthropic53.41M$10.00$50.00
5GPT-6 AstraOpenAI52.71.05M$10.00$50.00
6Gemini 4 ArgonGoogle52.61.05M$2.00$10.00
7GPT-6.1 SolOpenAI51.81.05M$2.00$10.00
8Claude Opus 5Anthropic50.81M$5.00$25.00
9Claude Fable 5Anthropic49.61M$10.00$50.00
10GPT-6.1 TerraOpenAI48.11.05M$1.00$5.00
11Muse Spark 1.3Meta48.11.05M$1.25$4.25
12GPT-6 SolOpenAI47.61.05M$2.00$10.00
13GPT-5.6 SolOpenAI471.05M$4.00$20.00
14Grok 4.7xAI46.4500K$2.00$6.00
15MiMo-V2.6-ProXiaomi46.31.05M$0.43$0.87
16Qwen3.8 Max 0902Alibaba45.41M$1.71$5.14
17GLM-5.3Zhipu AI44.81M$1.20$4.18
18Grok 4.6xAI44.3500K$2.00$6.00
19Step 5 PreviewStepFun (China)43.71M$1.05$2.99
20Kimi K3Moonshot AI43.61.05M$3.00$15.00
21Claude Haiku 5.5Anthropic43.41M$0.10$0.50
22MiniMax-M3.1-FlashMiniMax42.71M$0.15$0.60
23GPT-5.6 TerraOpenAI42.11.05M$2.00$12.00
24GLM-5.3-FlashZhipu AI41.81M$0.30$1.05
25Claude Opus 4.8Anthropic41.81M$5.00$25.00
26Ling 3.1 FlashinclusionAI41.1262K$0.30$0.90
27Gemini 3.8 FlashGoogle40.91.05M$0.75$3.75
28Claude Opus 4.7Anthropic40.71M$5.00$25.00
29Qwen3.8 2.4T A95BAlibaba39.9262K$2.50$6.25
30Gemini 3.7 FlashGoogle39.61.05M$0.75$3.75
31Muse Spark 1.2Meta39.61.05M$1.25$4.25
32DeepSeek V4.1 Flash 1017DeepSeek39.51.05M$0.15$0.60
33GPT-5.4OpenAI391.05M$2.50$15.00
34Grok 4.5xAI38.8500K$2.00$6.00
35Mistral Large 4Mistral38.41.05M$1.36$4.18
36GPT-5.5OpenAI38.41.05M$5.00$30.00
37Claude Sonnet 5Anthropic38.21M$2.00$10.00
38GPT-6 LunaOpenAI38.11.05M$0.10$0.50
39MiMo-V2.6-FlashXiaomi37.91.05M$0.14$0.28
40GPT-5.6 LunaOpenAI37.31.05M$0.20$1.20
41DeepSeek V4 Pro 0813DeepSeek361.05M$0.66$1.98
42DeepSeek V4 Flash Vision ExpDeepSeek34.81M$0.15$0.60
43DeepSeek V4 Flash 0731DeepSeek34.31.05M$0.13$0.26
44Gemini 3.6 FlashGoogle341.05M$0.75$3.75
45Qwen3.8 27BAlibaba33.7262K$0.40$3.00
46Muse Spark 1.1Meta33.71.05M$1.25$4.25
47GLM-5.2Zhipu AI33.71M$1.20$4.18
48Gemini 3.5 FlashGoogle33.61.05M$1.50$9.00
49GPT-5.3 CodexOpenAI32.5400K$1.75$14.00
50Claude Opus 4.6Anthropic31.91M$5.00$25.00
51DeepSeek V4 ProDeepSeek30.41.05M$1.00$2.50
52GPT-5.2OpenAI30.4400K$1.75$14.00
53Claude Sonnet 4.6Anthropic30.11M$3.00$15.00
54Gemini 3.1 Pro PreviewGoogle29.71.05M$2.00$12.00
55Qwen3.7 MaxAlibaba29.51M$2.50$7.50
56MiniMax-M3MiniMax29.21M$0.30$1.20
57Claude Opus 4.5 (latest)Anthropic29.1200K$5.00$25.00
58GPT-5.2 CodexOpenAI28.5400K$1.75$14.00
59Solar Pro 4Upstage28.2524K$0.30$1.20
60GLM-5Zhipu AI27.9205K$0.60$2.69
61Grok Build 0.1xAI27.2256K$1.00$2.00
62Kimi K2.6Moonshot AI27262K$0.95$4.00
63Qwen3.6 PlusAlibaba271M$0.50$3.00
64GLM-5-TurboZhipu AI26.6200K$0.72$3.20
65Nemotron 3.5 Super VL 120B A12BNVIDIA26.51.05MFreeFree
66Gemini 3 Flash PreviewGoogle26.31.05M$0.50$3.00
67GLM-5.1Zhipu AI26.1200K$0.90$3.59
68MiMo-V2.5-ProXiaomi261.05M$0.43$0.87
69Kimi K2.7 CodeMoonshot AI25.8262K$1.90$8.00
70Inkling SmallThinking Machines25.7262K$0.30$1.20
71Hy3 previewTencent25.3262K$0.18$0.60
72Qwen3.7 PlusAlibaba25.21M$0.40$1.60
73InklingThinking Machines25262K$1.00$4.05
74Grok 4.3xAI24.91M$1.25$2.50
75DeepSeek V4.1 FlashDeepSeek24.71.05M$0.30$1.20
76GPT-5.1OpenAI24.7400K$1.25$10.00
77Ling 3.0 Flash VLinclusionAI24.6131K$0.06$0.18
78DeepSeek V4 FlashDeepSeek24.41M$0.45$1.35
79Solar Mini 4Upstage24.1524K$0.10$0.40
80GPT-5.4 miniOpenAI24.1400K$0.75$4.50
81GPT-5.1 CodexOpenAI23.7400K$1.25$10.00
82GLM-5V-TurboZhipu AI23.5200K$0.75$3.29
83Kimi K2.5Moonshot AI23.5262K$0.63$3.30
84GPT-5OpenAI23400K$1.25$10.00
85Nemotron 3 Ultra 550B A55BNVIDIA22.91MFreeFree
86Qwen3.5 27BAlibaba22.9262K$0.30$2.40
87MiniMax-M2.7MiniMax22.8205K$0.30$1.20
88MiniMax-M2.5MiniMax22.8205K$0.30$1.20
89Claude Opus 4.1 (latest)Anthropic22.8200K$15.00$75.00
90Gemini 3.5 Flash LiteGoogle22.21.05M$0.30$2.50
91GLM-4.7Zhipu AI22.2205K$0.45$2.09
92Kimi K2 ThinkingMoonshot AI22262K$0.60$2.50
93o3-proOpenAI21.9200K$20.00$80.00
94MiMo-V2.5Xiaomi21.81.05M$0.14$0.28
95DeepSeek V3.2DeepSeek21.5164K$0.60$0.90
96Qwen3.6 27BAlibaba21.4262K$0.60$3.60
97Qwen3.5 397B-A17BAlibaba21.4262K$0.60$3.60
98MiniMax-M2.1MiniMax20.9205K$0.30$1.20
99GPT-5.4 nanoOpenAI20.7400K$0.20$1.25
100Claude Sonnet 4.5 (latest)Anthropic20.7200K$3.00$15.00
101GPT-5 MiniOpenAI20.6400K$0.25$2.00
102GPT-5.1 Codex miniOpenAI20.4256K$0.25$2.00
103o3OpenAI20.2200K$2.00$8.00
104Ling 3.0 FlashinclusionAI20.1262K$0.06$0.18
105Step 3.7 FlashStepFun (China)19.5256K$0.20$1.21
106Qwen3.5 35B-A3BAlibaba19.3262K$0.25$2.00
107LongCat-2.0Meituan19.11.05M$0.75$3.00
108MiniMax-M2MiniMax18.6205K$0.30$1.20
109GLM-4.6Zhipu AI18.5205K$0.60$2.20
110Qwen3.6 35B-A3BAlibaba18.2262K$0.38$2.25
111Qwen3.5 122B-A10BAlibaba17.7262K$0.40$3.20
112Muse Glimmer 30BMeta17.5131KFreeFree
113Step 3.5 FlashStepFun (China)17256K$0.10$0.31
114Claude Haiku 4.5 (latest)Anthropic16.9200K$1.00$5.00
115Gemma 4 26B A4B ITGoogle16.7262K——
116o4-miniOpenAI16.7200K$1.10$4.40
117DeepSeek V3.2 ExpDeepSeek16.6164K$0.27$0.41
118Gemini 2.5 ProGoogle16.11.05M$1.25$10.00
119Gemini 3.1 Flash Lite PreviewGoogle15.61.05M$0.25$1.50
120Gemini 2.5 FlashGoogle15.51.05M$0.30$2.50
121Kimi K2 0905Moonshot AI15.3262K$0.63$2.51
122o1OpenAI15.2200K$15.00$60.00
123GLM-4.7-FlashZhipu AI14.9200KFreeFree
124DeepSeek V3.1 TerminusDeepSeek14.8128K$0.27$1.00
125Gemma 4 31B ITGoogle14.7262K——
126Mistral Medium 3.5Mistral14.2262K$1.50$7.50
127DeepSeek V3.1DeepSeek13.7164K$0.25$0.95
128Nova 2 LiteAmazon13.41M$0.30$2.50
129Qwen3.5 9BAlibaba13.3262K$0.07$0.60
130Command A PlusCohere13.1128K$2.50$10.00
131DeepSeek R1 0528DeepSeek13.1164K$0.50$2.15
132GPT-5 NanoOpenAI13400K$0.05$0.40
133Nemotron 3.5 Lightning 30B A3BNVIDIA12.9262KFreeFree
134Nemotron 3 Super 120B A12BNVIDIA12.8262K$0.01$0.60
135GLM-4.5Zhipu AI12.8131K$0.60$2.20
136Qwen3 235B A22B Thinking 2507Alibaba12.7262K$0.30$3.00
137Kimi K2Moonshot AI12.7131K$0.57$2.30
138GPT-4.1OpenAI12.71.05M$2.00$8.00
139o3-miniOpenAI12.5200K$1.10$4.40
140o1-proOpenAI12.4200K$150$600
141Mercury 2.5Inception12.3260K$0.20$0.75
142Qwen3 235B A22B Instruct 2507Alibaba12262K$1.03$3.08
143Qwen3 Coder 480B A35B InstructAlibaba11.9262K$1.50$7.50
144Sonar Reasoning ProPerplexity11.8128K$2.00$8.00
145GPT OSS 120BOpenAI11.6128K$0.10$0.50
146Mistral Small 4Mistral11.3262K$0.15$0.60
147GLM-4.6VZhipu AI11.2128K$0.15$0.45
148Qwen3-Next 80B-A3B (Thinking)Alibaba11.2131K$0.50$6.00
149Granite 4.2 8BIBM11.1131K$0.06$0.15
150GLM-4.5-AirZhipu AI11.1131K$0.12$0.90
151Mercury 2Inception10.8128K$0.25$0.75
152Gemini 2.5 Flash-LiteGoogle10.41.05M$0.10$0.40
153Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA10.3256KFreeFree
154GPT-4.1 miniOpenAI10.21.05M$0.40$1.60
155GPT OSS 20BOpenAI10131KFreeFree
156North Mini CodeCohere9.9256KFreeFree
157Qwen3 VL 235B A22B InstructAlibaba9.9131K$0.70$2.80
158DeepSeek V3 0324DeepSeek9.7128K$0.29$1.14
159Qwen3-Next 80B-A3B InstructAlibaba9.6131K$0.50$2.00
160Qwen3-Coder 30B-A3B InstructAlibaba9.6262K$0.45$2.25
161Mistral Large 3Mistral9.3262K$0.50$1.50
162Llama 4 Maverick 17B InstructMeta9.3128K$0.19$0.65
163Qwen3 Coder NextAlibaba9.2256K$0.20$1.50
164Mistral Medium 3.1Mistral9.2262K$0.40$2.00
165Nova Premier 1.0Amazon9.21M$2.50$12.50
166Mistral Medium 3Mistral9131K$0.40$2.00
167Nemotron 3 Nano 30B A3BNVIDIA8.9128K$0.07$0.30
168Devstral 2Mistral8.6262K$0.40$2.00
169GPT-4o (2024-11-20)OpenAI8.4128K$2.50$10.00
170Qwen3 VL 30B A3B InstructAlibaba7.9262K$0.10$0.42
171Solar Pro 3Upstage7.8131K$0.25$0.25
172GPT-4.1 nanoOpenAI7.81.05M$0.10$0.40
173SonarPerplexity7.7128K$1.00$1.00
174Llama-3.3-70B-InstructMeta7.7131K$0.59$0.79
175GPT-4o (2024-08-06)OpenAI7.7128K$2.50$10.00
176Sonar ProPerplexity7.6200K$3.00$15.00
177GLM-4.5VZhipu AI7.664K$0.30$0.90
178Qwen3 30B A3BAlibaba7.6128K$0.11$1.08
179Mistral Large 2407Mistral7.6131K$2.00$6.00
180Hermes 4 405BNous Research7.5131K$1.00$3.00
181Qwen3 30B A3B Instruct 2507Alibaba7.5262K$0.10$0.30
182Qwen3 32BAlibaba7.3131K$0.70$2.80
183GPT-4o (2024-05-13)OpenAI7.3128K$5.00$15.00
184Command ACohere7256K$2.50$10.00
185Nova Pro 1.0Amazon7300K$0.80$3.20
186GPT-4 TurboOpenAI7128K$10.00$30.00
187Llama 3.1 8B InstructMeta6.9131K$0.06$0.06
188Mistral Small 3Mistral6.733K$0.05$0.08
189Nova Lite 1.0Amazon6.7300K$0.06$0.24
190Qwen2.5 Coder 32B InstructAlibaba6.7131K$0.06$0.20
191GPT-4OpenAI6.78K$30.00$60.00
192Llama 3.1 70B InstructMeta6.6131K$0.40$0.40
193Llama 4 Scout 17B InstructMeta6.5328K$0.08$0.24
194SabaMistral6.533K$0.20$0.60
195Reka Flash 3Rekaai6.466K$0.10$0.20
196Ministral 3 14B 2512Mistral6128K$0.33$0.33
197Hermes 3 70B InstructNous Research6131K$0.70$0.70
198Phi-4Microsoft5.9128K$0.13$0.50
199Nova Micro 1.0Amazon5.9128K$0.04$0.14
200Mistral LargeMistral5.8128K$2.00$6.00
201Llama 3.2 3B InstructMeta5.7131K$0.05$0.33
202Mixtral 8x22B InstructMistral5.766K$2.00$6.00
203Ministral 3 8B 2512Mistral5.5262K$0.15$0.15
204Gemma 3 27B ITGoogle4.9131K$0.08$0.16
205Gemma 3 4B ITGoogle4.8131K$0.05$0.10
206Ministral 3BMistral4.8128K$0.04$0.04
207Llama 3.2 1B InstructMeta4.860K$0.03$0.20
208Gemma 3 12B ITGoogle3.8131K$0.05$0.15