Benchmarks / Composite

AA Intelligence Index v4.3.2

Artificial Analysis' composite intelligence score (v4.3.2), combining 10 evaluations: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1.

441models
–Open Index weight
–last updated

AA Intelligence Index v4.3.2

Higher is better · best effort per model

Chart settings
441 of 441 selected

full table below

#ModelEffortScoreCost / taskHarness
1Opus 5.5max58$5.98–
2Sonnet 5.5max56$5.46–
3Muse Wonder Full (Max)max56––
4Fable 5.1max53$7.63–
5GPT-6 Astramax53$3.26–
6Gemini 4high53$1.99–
7Muse Wondermax52$4.52–
8GPT-6.1 Solmax52$0.724–
9Opus 5max51$5.86–
10Fable 5max50$8.75–
11Muse Spark 1.3max48$1.60–
12GPT-6 Solmax48$1.04–
13GPT-5.6 Solmax47$1.99–
14Grok 4.7xhigh46$3.74–
15MiMo V2.6 Pro–46$0.133–
16Qwen 3.8 Maxmax45$5.41–
17GLM 5.3max45$2.01–
18Grok 4.6high44$1.48–
19Step 5 Preview–44$1.03–
20Kimi K3max44$2.00–
21Haiku 5.5max43$0.213–
22GPT-5.6 Terramax42$1.40–
23GLM 5.3 Flashmax42$0.284–
24Opus 4.8max42$4.08–
25Ling 3.1 Flash–41$1.000–
26Gemini 3.8 Flashhigh41$1.24–
27Opus 4.7max41––
28Qwen 3.8 2.4T-A95B–40$2.16–
29Qwen 3.8 Flash–40$0.372–
30Gemini 3.7 Flashmedium40––
31Muse Spark 1.2xhigh40$0.975–
32DeepSeek V4.1 Flashmax39$0.265–
33GPT-5.4xhigh39––
34Muse Spark Open (Xhigh)xhigh39$0.844–
35Grok 4.5high39$0.881–
36Mistral Large 4–38$1.13–
37GPT-5.5xhigh38$2.63–
38Sonnet 5max38$5.09–
39GPT-6 Lunamax38$0.068–
40MiMo V2.6 Flash–38$0.062–
41GPT-5.6 Lunamax37$0.178–
42DeepSeek V4 Pro 0813max36$0.674–
43Agnes 2.5 Pro Beta–35––
44DeepSeek V4 Flashmax35$0.314–
45DeepSeek V4 Flash 0731max34$0.220–
46Gemini 3.6 Flashhigh34$1.60–
47JT-4.1 Flash 236B A21B (Reasoning)–34––
48Muse Spark 1.1xhigh34$1.38–
49GLM 5.2max34$1.47–
50Qwen 3.8 27Bxhigh34$1.01–
51Gemini 3.5 Flashmedium34––
52Motif 3–34––
53GPT-5.3 Codexxhigh33––
54Motif 3 (Beta)–32––
55Opus 4.6max32––
56Muse Spark–31––
57K2 Horizon 375B A23B–31––
58DeepSeek V4 Pro 0424max30$0.122–
59GPT-5.2xhigh30––
60Beam 1.0–30––
61Sonnet 4.6max30$2.49–
62Gemini 3.1 Pro–30$1.30–
63Qwen 3.7 Maxmax29$1.15–
64MiniMax M3–29$0.508–
65Opus 4.5–29––
66MiMo V2 Pro–29––
67GPT-5.2 Codexxhigh29––
68Qwen 3.6 Maxmax28––
69Nex-N2-Pro–28––
70Gemini 3 Prohigh28––
71GLM 5–28––
72JT-4.1 Flash 236B A21B (Non-reasoning)none27––
73Grok Build 0.1–27––
74Qwen 3.6 Plus–27––
75Kimi K2.6–27$0.800–
76Quasar 438B (Max, Based on GLM-5.2)max27$2.02–
77Solar Pro 4–27$0.711–
78Nemotron 3.5 Super VL–26$0.251–
79Apodex 1.1–26$0.464–
80Gemini 3 Flash–26––
81GLM 5.1–26$1.02–
82GPT-5.5 Instant–26$0.691–
83MiMo V2.5 Pro–26$0.054–
84Kimi K2.7 Code–26$0.541–
85Inkling Small–26$0.089–
86Grok 4.20–26––
87K2 Horizon MoVA 36B A4B–25––
88Hy3–25$0.072–
89Qwen 3.7 Plus–25$0.217–
90MiMo V2–25––
91Inklingxhigh25––
92GPT-5 Codexhigh25––
93Grok 4.3high25$0.205–
94Solar Open2 250B–25––
95GPT-5.1high25––
96Ling 3.0 Flash–25––
97DeepSeek V4 Flash 0420high24$0.103–
98GPT-5.4 Minixhigh24$0.447–
99Solar Mini 4–24$0.366–
100GPT-5.1 Codexhigh24––
101GLM 5 V–23––
102Kimi K2.5–23––
103GPT-5high23––
104Nemotron 3 Ultramax23$0.598–
105Qwen 3.5 27B–23––
106Opus 4.1–23––
107MiniMax M2.5–23––
108MiniMax M2.7–23––
109Ling 3.0 Flash Fin–23––
110Grok 4–22––
111MiMo V2 Flash–22––
112GLM 4.7–22––
113Gemini 3.5 Flash-Litehigh22$0.193–
114Kimi K2–22––
115o3 pro–22––
116G9v3-39A5B–22––
117MiMo V2.5–22$0.019–
118KAT Coder Pro V2none22––
119DeepSeek V3.2–21––
120A.X-K2–21––
121Qwen 3.5 397B-A17Bnone21––
122Qwen 3.6 27B–21$0.621–
123Nemotron 3.5 Bolt 74B-A9B–21––
124Qwen 3 Maxmax21––
125MiniMax M2.1–21––
126GPT-5.4 Nanoxhigh21$0.183–
127Sonnet 4.5–21$0.557–
128Opus 4–21––
129GPT-5 Minimedium21––
130K2 Horizon 7B–21––
131Qwen 3.5none20––
132GPT-5.1 Codex Minihigh20––
133Grok 4.1 Fast–20––
134o3–20––
135Ling 3.0 Flash–20––
136K-EXAONE 2.0 0803–20––
137Step 3.7 Flashhigh19––
138Qwen 3.5 35B-A3B–19––
139LongCat 2.0–19$0.146–
140Sonnet 4–19––
141JT-35B-Flashnone19––
142MiniMax M2–19––
143KAT-Coder-Pro V1none19––
144GLM 4.6–19––
145Qwen 3.6 35B-A3B–18$0.475–
146Grok 4 Fast–18––
147Qwen 3.5 122B-A10Bnone18––
148Sonnet 3.7–18––
149Muse Glimmer (High)high17$0.054–
150Ling-2.6-1Tnone17––
151Step 3.5 Flash 2603–17––
152Doubao Seed Code–17––
153Haiku 4.5–17$0.277–
154Gemma 4 26B–17––
155o4 minihigh17––
156Ring-2.6-1Txhigh17$0.287–
157Step 3.5 Flash–17––
158Gemini 2.5 Pro–16$0.330–
159K2 Horizon 3.7B–16––
160Gemini 3.1 Flash-Litehigh16$0.060–
161Gemini 2.5 Flash–15––
162o1–15––
163GLM 4.7 Flash–15––
164DeepSeek V3.1–15––
165Gemma 4 31B–15$0.0000–
166Grok 3 Minihigh15––
167K-EXAONE (Reasoning)–14––
168ERNIE 5.0 Thinking Preview–14––
169Mistral Medium 3.5high14$0.502–
170Gemma 4 12B–14––
171Nova 2.0 Pro Preview (Medium)medium14––
172Grok Code Fast 1–14––
173Apriel-v1.5-15B-Thinker–14––
174Nova 2.0 Omni (Medium)medium14––
175Qwen 3–13––
176Apriel-v1.6-15B-Thinker–13––
177Nova 2.0 Lite (High)high13––
178Qwen 3.5 9Bnone13––
179EXAONE 4.5 33B (Reasoning)–13––
180Command A–13$0.0000–
181Qwen 3.5 4B–13––
182DeepSeek R1–13––
183GPT-5 Nanohigh13––
184Nemotron 3.5 Lightning–13$0.093–
185Nemotron 3 Super 120B A12B (Reasoning)–13$1.64–
186Nova 2.0 Pro Preview (Low)low13––
187GLM 4.5–13––
188Qwen 3 235B-A22B–13––
189GPT-4.1none13––
190Granite 4.2 30B–13$0.072–
191Nova 2.0 Lite (Medium)medium12––
192o3 mini–12––
193MiniCPM5-2B–12––
194o1 pro–12––
195Mercury 2.5–12$0.117–
196JT-MINInone12––
197Grok 3none12––
198Seed-OSS-36B-Instruct–12––
199Qwen 3 Codernone12––
200Magistral Medium 1.2medium12––
201Sonar Reasoning Pro–12––
202Nova 2.0 Lite (Low)low12––
203HyperNova 60B 2605 (High, Based on gpt-oss-120b)high12––
204MiniMax M1–12––
205Nemotron Cascade 2 30B A3B–12––
206gpt-oss-120bhigh12$0.107–
207K2 Think V2high11––
208LongCat Flash Litenone11––
209HyperCLOVA X SEED Think (32B)–11––
210Mistral Small 4–11$0.015–
211GLM 4.6 V–11––
212K-EXAONE (Non-reasoning)none11––
213Nova 2.0 Omni (Low)low11––
214GLM 4.5 Air–11––
215Granite 4.2 8B–11$0.024–
216Ling 3.0 Tiny–11$0.0000–
217Mi:dm K 2.5 Pro–11––
218Ring-1T–11––
219G9v3-3B–11––
220Trinity Large Thinking–11$0.119–
221Mercury 2high11$0.039–
222INTELLECT-3 (Based on GLM-4.5-Air)–11––
223Solar Open 100B (Reasoning)high10––
224Gemini 2.5 Flash Lite–10––
225Nemotron 3 Nano Omni 30B A3B Reasoning–10––
226GPT-4.1 Mininone10––
227Nova 2.0 Pro Preview (Non-reasoning)none10––
228gpt-oss-20blow10––
229North Mini Code–10$0.0000–
230K2-V2 (High)high10––
231Qwen 3 30B-A3B–10$0.066–
232o1 mini–10––
233DeepSeek V3none10$0.021–
234Ling 2.6 Flashnone10––
235Tri-21B-think Preview–10––
236GPT-4.5none10––
237DiffusionGemma 26B A4B–10––
238QwQ 32B–9––
239Gemini 2.0 Flash–9––
240Llama 4 Mavericknone9$0.038–
241Mistral Large 3none9$0.031–
242Motif-2-12.7B-Reasoning–9––
243Mistral Medium 3.1none9––
244Ling-1Tnone9––
245Nova Premiernone9––
246Solar Pro 2 (Preview) (Reasoning)high9––
247Granite 4.2 3B–9$0.0060–
248Magistral Medium 1medium9––
249Mistral Medium 3none9––
250K2-V2 (Medium)medium9––
251Llama Nemotron Super 49B v1.5 (Reasoning)–9––
252Devstral Mediumnone9––
253Tri-21B-Think–9––
254GPT-4onone9––
255Haiku 3.5none9––
256Llama 3.3–9––
257Gemma 4 E4B (Reasoning)–9$0.0082–
258NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)–9$0.017–
259Qwen 3 4B–9––
260MiniCPM5-1B (Reasoning)–9––
261Sarvam 105B (High)high9––
262Gemini 2.0 Pronone9––
263Nova 2.0 Lite (Non-reasoning)none9––
264Devstral Smallnone9––
265Opus 3none9––
266MiniCPM5-1B (Non-reasoning)none9––
267Sonar Reasoning–9––
268Devstral 2none9––
269Magistral Small 1.2–9––
270Nanbeige4.1-3B–8––
271LFM2.5-2.6B–8––
272Magistral Small 1–8––
273EXAONE 4.0 32B (Reasoning)–8––
274Nova 2.0 Omni (Non-reasoning)none8––
275Qwen 2.5 Maxnone8––
276Llama 3.1 70b–8––
277Gemini 1.5 Pronone8––
278Solar Pro 2 (Preview) (Non-reasoning)none8––
279Sonnet 3.5none8––
280Falcon-H1R-7B–8––
281GPT-4.1 Nanonone8––
282Solar Pro 3high8$0.079–
283Ling-flash-2.0none8––
284Gemma 4 E2B (Reasoning)–8––
285Qwen 2.5 72Bnone8––
286Sonarnone8––
287Step3 VL 10B–8––
288Llama 3.3 70bnone8––
289Sonar Pronone8––
290QwQ 32B-Preview–8––
291GLM 4.5 V–8––
292Mistral Large 2none8––
293Devstral Small 2none8––
294Llama 3.1max8––
295ERNIE 4.5 300B A47Bnone8––
296Llama 3.1 405b–7––
297Solar Pro 2 (Reasoning)high7––
298NVIDIA Nemotron Nano 12B v2 VL (Reasoning)–7––
299Gemma 4 E4B (Non-reasoning)none7––
300Granite 4.1 30Bnone7––
301NVIDIA Nemotron Nano 9B V2 (Reasoning)–7––
302Gemini 2.0 Flash-Litenone7––
303Llama Nemotron Super 49B v1.5 (Non-reasoning)none7––
304Qwen 3 32Bnone7––
305K2-V2 (Low)low7––
306Kimi Linear 48B A3B Instructnone7––
307LFM2.5-8B-A1B–7––
308Ring-flash-2.0–7––
309Pixtral Largenone7––
310Olmo 3.1 32B Think–7––
311Mistral Small 3.1none7$0.026–
312Grok 2none7––
313Gemini 1.5 Flashnone7––
314GPT-4none7––
315Solar Pro 2 (Non-reasoning)none7––
316Mistral Small 3.2none7$0.109–
317Nova Pronone7––
318Qwen 3.5 2B–7––
319Llama 3.1 8bnone7––
320Grok Betanone7––
321Qwen 2.5 32Bnone7––
322NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)none7––
323NVIDIA Nemotron Nano 9B V2 (Non-reasoning)none7––
324Qwen 2.5 Codernone7––
325Qwen 3 14Bnone7––
326Mistral Small 3none7––
327Nova Litenone7––
328GPT-4o mininone7––
329DeepSeek V2.5none7––
330Granite 4.1 8Bnone7––
331Sarvam 30B (High)high7––
332Olmo 3.1 32B Instructnone6––
333Mistralnone6––
334Gemma 4 E2B (Non-reasoning)none6––
335Olmo 3 32B Think–6––
336Llama 4 Scoutnone6$0.112–
337R1 1776–6––
338Qwen 2.5 Turbonone6––
339Reka Flash (Sep '24)none6––
340Llama 3.2 90bnone6––
341Solar Mininone6––
342Celeris-1none6$0.050–
343Grok 1none6––
344Qwen 2 72Bnone6––
345Phi-4 Mini Instructnone6––
346EXAONE 4.0 32B (Non-reasoning)none6––
347Qwen 3.5 0.8B–6––
348Jamba 1.7 Largenone6––
349Granite 4.0 H Smallnone6––
350Ministral 3 14Bnone6$0.019–
351Jamba 1.5 Largenone6––
352Qwen 3 8Bnone6––
353DeepSeek-Coder-V2none6––
354OLMo 2 32Bnone6––
355Jamba 1.6 Largenone6––
356LFM2 24B A2Bnone6––
357Phi-4none6––
358Sonnet 3none6––
359Nova Micronone6––
360Granite 4.1 3Bnone6––
361Mistral Smallnone6––
362Gemini 1.0 Ultranone6––
363Phi-3 Mini Instruct 3.8Bnone6––
364NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)none6––
365Gemma 3n E4B Instruct Preview (May '25)none6––
366Phi-4 Multimodal Instructnone6––
367Mistral Largenone6––
368Mixtral 8x22B Instructnone6––
369Llama 2 7bnone6––
370Llama 3.2 3bnone6––
371MiniCPM-V 4.6 1.3Bnone6––
372Jamba Reasoning 3B–6––
373Qwen 1.5 110Bnone6––
374Reka Flash 3–6––
375Olmo 3 7B Think–6––
376Claude 2.1none6––
377Haiku 3none6––
378OLMo 2 7Bnone6––
379Molmo 7B-Dnone6––
380Ling-mini-2.0none6––
381DeepSeek V2none6––
382Claude 2.0none6––
383Mistral Mediumnone5––
384GPT-3.5none5––
385Ministral 3 8Bnone5$0.011–
386Llama 3 70bnone5––
387Qwen Chat 72Bnone5––
388Arctic Instructnone5––
389LFM 40Bnone5––
390Llama 3.2 11bnone5––
391PALM-2none5––
392Gemini 1.0 Pronone5––
393DeepSeek Coder V2 Lite Instructnone5––
394Sarvam M (Reasoning, Based on Mistral Small 3.1)high5––
395Llama 2 70bnone5––
396DeepSeek LLM 67B Chat (V1)none5––
397Llama 2 13bnone5––
398Command-R+ (Apr '24)none5––
399OpenChat 3.5 (1210)none5––
400DBRX Instructnone5––
401Exaone 4.0 1.2B (Reasoning)–5––
402Olmo 3 7B Instructnone5––
403Exaone 4.0 1.2B (Non-reasoning)none5––
404LFM2.5-1.2B-Thinking–5––
405Jamba 1.7 Mininone5––
406LFM2 2.6Bnone5––
407LFM2.5-1.2B-Instructnone5––
408Jamba 1.5 Mininone5––
409Granite 4.0 H 1Bnone5––
410Qwen 3 1.7B–5––
411Jamba 1.6 Mininone5––
412Mixtral 8x7B Instructnone5––
413Gemma 3 270Mnone5––
414Apertus 70B Instructnone5––
415Granite 4.0 Micronone5––
416Claude Instantnone5––
417Command-R (Mar '24)none5––
418Qwen Chat 14Bnone5––
419Llama 6 5bnone5––
420Granite 4.0 1Bnone5––
421Molmo2-8Bnone5––
422LFM2 8B A1Bnone5––
423Granite 3.3 8B (Non-reasoning)none5––
424Gemma 3 27Bnone5$0.0000–
425Ministral 3 3Bnone5$0.0078–
426Qwen 3 0.6Bnone5––
427LFM2 1.2Bnone5––
428Gemma 3 4Bnone5––
429LFM2.5-VL-1.6Bnone5––
430Granite 4.0 350Mnone5––
431Llama 3.2 1bnone5––
432Tiny Aya Globalnone5––
433Llama 3 8bnone5––
434Apertus 8B Instructnone5––
435Granite 4.0 H 350Mnone5––
436Gemma 3n E4B Instructnone5––
437Gemma 3n E2B Instructnone5––
438Gemma 3 1Bnone5––
439NVIDIA Nemotron 3 Nano 4B–5––
440Gemma 3 12Bnone4$0.0000–
441K2 Horizon 0.9B–3––