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Artificial Analysis Intelligence Index

We show this table for reference; we do not rank on it.

GPT-5.6 Sol has the highest reported Artificial Analysis Intelligence Index score at 58.9%, ahead of Claude Opus 5.5 (57.6%) and Claude Sonnet 5.5 (56.0%) among 245 models. We compile the table from provider self-reports and secondary reports and keep it for display only; it does not affect overall rankings.

Data verified

Artificial Analysis describes itself as an independent AI benchmarking company. Its Intelligence Index combines the company's own evaluations of AI models into one score per model. BenchLM compiles reported index scores, which can come from different index versions, and shows them for reference only.

Benchmark score on Artificial Analysis Intelligence Index — October 27, 2026

We compile the Artificial Analysis Intelligence Index rows from provider self-reports and secondary reports. GPT-5.6 Sol leads the table at 58.9%, followed by Claude Opus 5.5 (57.6%) and Claude Sonnet 5.5 (56.0%). We do not use these results to rank models overall.

245 modelsKnowledgeCurrentDisplay onlyUpdated October 27, 2026

Benchmark score table (245 models)

Benchmark score results for Artificial Analysis Intelligence Index
RankModel / configurationScoreParameters (B)Open / closed
1GPT-5.6 SolOpenAI
58.9%
Not reportedClosed
2Claude Opus 5.5Anthropic
57.6%
Not reportedClosed
3Claude Sonnet 5.5Anthropic
56.0%
Not reportedClosed
4Muse Wonder FullMeta
55.8%
Not reportedClosed
5Kimi K3.1 ProMoonshot AI
55.1%
Not reportedPending
6GPT-5.6 TerraOpenAI
55.0%
Not reportedClosed
7Claude Fable 5.1Anthropic
53.4%
Not reportedClosed
8DeepSeek V4 Pro 0813DeepSeek
53.2%
Not reportedOpen
9GPT-6 AstraOpenAI
52.7%
Not reportedClosed
10Gemini 4 ArgonGoogle
52.6%
Not reportedClosed
11Muse WonderMeta
52.4%
Not reportedClosed
12GPT-6.1 SolOpenAI
51.8%
Not reportedClosed
13GPT-5.6 LunaOpenAI
51.2%
Not reportedClosed
14Claude Opus 5Anthropic
50.8%
Not reportedClosed
15Gemini 3.5 FlashGoogle
50.2%
Not reportedClosed
16Claude Fable 5Anthropic
49.6%
Not reportedClosed
17GPT-6.1 TerraOpenAI
48.1%
Not reportedClosed
18Muse Spark 1.3Meta
48.1%
Not reportedClosed
19GPT-6 SolOpenAI
47.6%
Not reportedClosed
20Grok 4.7xAI
46.5%
Not reportedClosed
21MiMo-V2.6-ProXiaomi
46.3%
Not reportedOpen
22Qwen3.8 Max PreviewAlibaba
45.4%
Not reportedClosed
23GLM-5.3Z.AI
44.8%
Not reportedOpen
24Grok 4.6xAI
44.3%
Not reportedClosed
25DeepSeek V4 Pro (High)DeepSeek
43.8%
Not reportedOpen
26Step 5 PreviewStepFun
43.7%
Not reportedOpen
27Kimi K3Moonshot AI
43.6%
Not reportedPending
28Claude Haiku 5.5Anthropic
43.4%
Not reportedClosed
29MiniMax M3.1 FlashMiniMax
42.7%
Not reportedClosed
30Claude Opus 4.8Anthropic
41.8%
Not reportedClosed
31Hy3 PreviewTencent
41.2%
Not reportedOpen
32Ling 3.1 FlashInclusionAI
41.1%
Not reportedOpen
33Gemini 3.8 FlashGoogle
40.9%
Not reportedClosed
34Claude Opus 4.7 (Adaptive)Anthropic
40.7%
Not reportedClosed
35Qwen3.8-Flash-NextAlibaba
39.8%
Not reportedOpen
36Muse Spark 1.2Meta
39.6%
Not reportedClosed
37DeepSeek V4.1 Flash 1017DeepSeek
39.5%
Not reportedOpen
38Gemini 3.7 FlashGoogle
39.1%
Not reportedClosed
39GPT-5.4OpenAI
39.0%
Not reportedClosed
40Muse Spark OpenMeta
38.9%
Not reportedOpen
41Grok 4.5xAI
38.8%
Not reportedClosed
42Mistral Large 4Mistral
38.4%
Not reportedPending
43GPT-5.5OpenAI
38.4%
Not reportedClosed
44Claude Sonnet 5Anthropic
38.2%
Not reportedClosed
45GPT-6 LunaOpenAI
38.1%
Not reportedClosed
46MiMo-V2.6-FlashXiaomi
37.9%
Not reportedOpen
47Grok 4.3xAI
37.6%
Not reportedClosed
48DeepSeek V4 Flash 0731DeepSeek
34.3%
Not reportedOpen
49Gemini 3.6 FlashGoogle
34.0%
Not reportedClosed
50Muse Spark 1.1Meta
33.7%
Not reportedClosed
51GLM-5.2Z.AI
33.7%
Not reportedOpen
52Qwen3.8-27BAlibaba
33.7%
Not reportedOpen
53GPT-5.3 CodexOpenAI
32.5%
Not reportedClosed
54GPT-5.3-Codex-SparkOpenAI
32.5%
Not reportedClosed
55Claude Opus 4.6 (Adaptive)Anthropic
31.9%
Not reportedClosed
56Muse SparkMeta
31.3%
Not reportedClosed
57Claude Opus 4.7Anthropic
30.9%
Not reportedClosed
58GPT-5.2OpenAI
30.4%
Not reportedClosed
59Beam 1.0 501B-A23BReflection AI
30.3%
Not reportedOpen
60Gemini 3.1 ProGoogle
29.7%
Not reportedClosed
61Qwen3.7 MaxAlibaba
29.5%
Not reportedClosed
62MiniMax M3MiniMax
29.2%
Not reportedOpen
63Claude Opus 4.5 ThinkingAnthropic
29.1%
Not reportedClosed
64MiMo-V2-ProXiaomi
28.6%
Not reportedClosed
65GPT-5.2-CodexOpenAI
28.5%
Not reportedClosed
66Qwen 3.6 Max (preview)Alibaba
28.4%
Not reportedClosed
67Gemini 3 ProGoogle
28.0%
Not reportedClosed
68GLM-5Z.AI
27.9%
Not reportedOpen
69Qwen3.6 PlusAlibaba
27.0%
Not reportedClosed
70Kimi K2.6Moonshot AI
27.0%
Not reportedOpen
71Quasar 438BMultiverse Computing
26.7%
Not reportedClosed
72GLM-5-TurboZ.AI
26.6%
Not reportedClosed
73Solar Pro 4Upstage
26.6%
Not reportedClosed
74Nemotron 3.5 Super VL 120B A12BNVIDIA
26.5%
Not reportedOpen
75Nemotron 3.5 Super VL 120B A12B NVFP4NVIDIA
26.5%
Not reportedOpen
76Apodex 1.1Apodex
26.4%
Not reportedClosed
77Apodex 1.1 MiniApodex
26.4%
Not reportedOpen
78Claude Opus 4.6Anthropic
26.4%
Not reportedClosed
79GLM-5.1Z.AI
26.1%
Not reportedOpen
80MiMo-V2.5-ProXiaomi
26.0%
Not reportedClosed
81Kimi K2.7 CodeMoonshot AI
25.8%
Not reportedOpen
82Inkling-SmallThinking Machines Lab
25.7%
Not reportedOpen
83Hy3Tencent
25.3%
Not reportedOpen
84Qwen3.7 PlusAlibaba
25.2%
Not reportedClosed
85InklingThinking Machines Lab
25.0%
Not reportedOpen
86GPT-5.1OpenAI
24.7%
Not reportedClosed
87Claude Sonnet 4.6Anthropic
24.7%
Not reportedClosed
88Ling 3.0 Flash VLInclusionAI
24.6%
Not reportedOpen
89GPT-5.4 miniOpenAI
24.1%
Not reportedClosed
90MiMo-V2-OmniXiaomi
23.9%
Not reportedClosed
91GPT-5.1-CodexOpenAI
23.7%
Not reportedClosed
92GPT-5.1-Codex-MaxOpenAI
23.7%
Not reportedClosed
93Claude Opus 4.5Anthropic
23.7%
Not reportedClosed
94GLM-5V-TurboZ.AI
23.5%
Not reportedClosed
95Kimi K2.5 (Reasoning)Moonshot AI
23.5%
Not reportedClosed
96Kimi K2.5Moonshot AI
23.5%
Not reportedOpen
97GPT-5 (high)OpenAI
23.0%
Not reportedClosed
98Nemotron 3 UltraNVIDIA
22.9%
Not reportedOpen
99Qwen3.5-27BAlibaba
22.9%
Not reportedOpen
100GPT-5 (medium)OpenAI
22.9%
Not reportedClosed
101Claude 4.1 Opus ThinkingAnthropic
22.9%
Not reportedClosed
102MiniMax M2.5MiniMax
22.8%
Not reportedClosed
103MiniMax M2.7MiniMax
22.8%
Not reportedOpen
104Command A+Cohere
22.5%
Not reportedOpen
105Grok 4xAI
22.5%
Not reportedClosed
106GLM-4.7Z.AI
22.2%
Not reportedOpen
107Gemini 3.5 Flash-LiteGoogle
22.2%
Not reportedClosed
108o3-proOpenAI
21.9%
Not reportedClosed
109A.X K2SK Telecom
21.5%
Not reportedOpen
110Qwen3.5 397BAlibaba
21.4%
Not reportedOpen
111Qwen3.5 397B (Reasoning)Alibaba
21.4%
Not reportedOpen
112Qwen3.6-27BAlibaba
21.4%
Not reportedOpen
113Nemotron 3.5 Bolt 74B-A9BNVIDIA
21.4%
Not reportedOpen
114GPT-5.4 nanoOpenAI
20.7%
Not reportedClosed
115Claude 4 Opus ThinkingAnthropic
20.6%
Not reportedClosed
116Grok 4.1 Fast (Reasoning)xAI
20.4%
Not reportedClosed
117o3OpenAI
20.2%
Not reportedClosed
118Ling 3.0 FlashInclusionAI
20.1%
Not reportedOpen
119K-EXAONE 2.0LG AI Research
19.7%
Not reportedOpen
120Step 3.7 FlashStepFun
19.5%
Not reportedOpen
121Qwen3.5-35B-A3BAlibaba
19.3%
Not reportedOpen
122Claude 4.1 OpusAnthropic
18.6%
Not reportedClosed
123Qwen3.6-35B-A3BAlibaba
18.2%
Not reportedOpen
124Grok 4 Fast (Reasoning)xAI
17.9%
Not reportedClosed
125Gemini 3 FlashGoogle
17.9%
Not reportedClosed
126Claude 3.7 Sonnet ThinkingAnthropic
17.7%
Not reportedClosed
127Muse Glimmer 30BMeta
17.5%
Not reportedOpen
128Step 3.5 FlashStepFun
17.0%
Not reportedOpen
129GPT-5 miniOpenAI
16.8%
Not reportedClosed
130Gemma 4 26B A4BGoogle
16.7%
Not reportedOpen
131o4-miniOpenAI
16.6%
Not reportedClosed
132Claude 4 OpusAnthropic
16.6%
Not reportedClosed
133Claude 4 SonnetAnthropic
16.6%
Not reportedClosed
134Gemini 2.5 ProGoogle
16.1%
Not reportedClosed
135MiMo-V2-FlashXiaomi
16.1%
Not reportedOpen
136DeepSeek V3.2DeepSeek
16.0%
Not reportedOpen
137Qwen3 MaxAlibaba
15.6%
Not reportedClosed
138Qwen3.5-122B-A10BAlibaba
15.6%
Not reportedOpen
139Claude 3.7 SonnetAnthropic
15.3%
Not reportedClosed
140o1OpenAI
15.2%
Not reportedClosed
141GLM-4.6Z.AI
14.9%
Not reportedOpen
142GLM-4.7-FlashZ.AI
14.9%
Not reportedOpen
143Gemma 4 31BGoogle
14.7%
Not reportedOpen
144K-ExaoneLG AI Research
14.4%
Not reportedClosed
145Mistral Medium 3.5 128BMistral
14.2%
Not reportedOpen
146Gemma 4 12BGoogle
14.2%
Not reportedOpen
147Grok Code Fast 1xAI
14.1%
Not reportedClosed
148Ling 2.6 FlashInclusionAI
14.1%
Not reportedOpen
149DeepSeek V3.1DeepSeek
13.7%
Not reportedOpen
150DeepSeek V3.1 (Reasoning)DeepSeek
13.5%
Not reportedOpen
151DeepSeek-R1DeepSeek
13.1%
Not reportedOpen
152GPT-5 nanoOpenAI
13.0%
Not reportedClosed
153Nemotron 3.5 Lightning 30B A3B NVFP4NVIDIA
12.9%
Not reportedOpen
154Kimi K2Moonshot AI
12.7%
Not reportedClosed
155GPT-4.1OpenAI
12.7%
Not reportedClosed
156Granite 4.2 30BIBM
12.7%
Not reportedOpen
157o3-miniOpenAI
12.5%
Not reportedClosed
158MiniCPM5-2BOpenBMB
12.5%
Not reportedOpen
159o1-proOpenAI
12.4%
Not reportedClosed
160Mercury 2.5Inception
12.3%
Not reportedClosed
161MiniMax M1 80kMiniMax
11.7%
Not reportedClosed
162GPT-OSS 120BOpenAI
11.6%
Not reportedOpen
163o1-previewOpenAI
11.4%
Not reportedClosed
164Grok 4.1 FastxAI
11.3%
Not reportedClosed
165Mistral Small 4Mistral
11.3%
Not reportedOpen
166Mistral Small 4 (Reasoning)Mistral
11.3%
Not reportedOpen
167GLM-4.5-AirZ.AI
11.1%
Not reportedClosed
168Granite 4.2 8BIBM
11.1%
Not reportedOpen
169Ling 3.0 TinyInclusionAI
11.1%
Not reportedOpen
170Trinity-Large-ThinkingArcee AI
10.8%
Not reportedOpen
171Trinity-Large-PreviewArcee AI
10.8%
Not reportedOpen
172Mercury 2Inception
10.8%
Not reportedClosed
173Nemotron 3 Nano Omni 30B A3BNVIDIA
10.3%
Not reportedOpen
174GPT-4.1 miniOpenAI
10.2%
Not reportedClosed
175North Mini CodeCohere
9.9%
Not reportedOpen
176Gemini 2.5 FlashGoogle
9.8%
Not reportedClosed
177o1-miniOpenAI
9.8%
Not reportedClosed
178DeepSeek V3 0324DeepSeek
9.7%
Not reportedOpen
179GPT-4.5OpenAI
9.6%
Not reportedClosed
180QwQ-32BAlibaba
9.5%
Not reportedOpen
181Llama 4 MaverickMeta
9.3%
Not reportedOpen
182Mistral Large 3Mistral
9.3%
Not reportedClosed
183Granite 4.2 3BIBM
9.1%
Not reportedOpen
184Mistral Medium 3Mistral
9.1%
Not reportedClosed
185Magistral MediumMistral
9.1%
Not reportedClosed
186GPT-OSS 20BOpenAI
9.0%
Not reportedOpen
187Gemini 2.0 FlashGoogle
8.9%
Not reportedClosed
188Claude 3.5 HaikuAnthropic
8.9%
Not reportedClosed
189Gemma 4 E4BGoogle
8.9%
Not reportedOpen
190Nemotron 3 Nano 30BNVIDIA
8.9%
Not reportedOpen
191Sarvam 105BSarvam
8.8%
Not reportedOpen
192Claude 3 OpusAnthropic
8.7%
Not reportedClosed
193DeepSeek V3DeepSeek
8.5%
Not reportedOpen
194GPT-4oOpenAI
8.4%
Not reportedClosed
195LFM2.5-2.6BLiquidAI
8.4%
Not reportedOpen
196DeepSeek R1 Distill Qwen 32BDeepSeek
8.4%
Not reportedOpen
197Magistral SmallMistral
8.2%
Not reportedOpen
198Llama 3.1 70BMeta
7.9%
Not reportedOpen
199Gemini 1.5 ProGoogle
7.9%
Not reportedClosed
200Solar Pro 3Upstage
7.8%
Not reportedClosed
201GPT-4.1 nanoOpenAI
7.8%
Not reportedClosed
202Gemma 4 E2BGoogle
7.8%
Not reportedOpen
203Qwen3-Omni-30B-A3B-ThinkingAlibaba
7.8%
Not reportedOpen
204Llama 3.3 70BMeta
7.7%
Not reportedOpen
205Ultravox v0.6 Llama 3.3 70BFixie AI
7.7%
Not reportedOpen
206Devstral SmallMistral
7.6%
Not reportedOpen
207Mistral Large 2Mistral
7.6%
Not reportedClosed
208Nemotron Ultra 253BNVIDIA
7.5%
Not reportedOpen
209Llama 3.1 405BMeta
7.3%
Not reportedOpen
210LFM2.5-8B-A1BLiquidAI
7.2%
Not reportedOpen
211Mistral Small 3.1Mistral
7.1%
Not reportedOpen
212Gemini 1.5 FlashGoogle
7.1%
Not reportedClosed
213GPT-4 TurboOpenAI
7.0%
Not reportedClosed
214Solar Pro 2Upstage
7.0%
Not reportedClosed
215Nova ProAmazon
7.0%
Not reportedClosed
216Qwen2.5 Coder 32B InstructAlibaba
6.7%
Not reportedOpen
217Gemini 2.5 Flash-LiteGoogle
6.7%
Not reportedClosed
218GPT-4o miniOpenAI
6.7%
Not reportedClosed
219DeepSeek-V2.5DeepSeek
6.6%
Not reportedOpen
220Sarvam 30BSarvam
6.6%
Not reportedOpen
221Llama 4 ScoutMeta
6.5%
Not reportedOpen
222Celeris-1Celeris
6.3%
Not reportedClosed
223Exaone 4.0 32BLG AI Research
6.3%
Not reportedOpen
224Ministral 3 14B (Reasoning)Mistral
6.0%
Not reportedOpen
225Ministral 3 14BMistral
6.0%
Not reportedOpen
226Qwen3-Omni-30B-A3B-InstructAlibaba
6.0%
Not reportedOpen
227LFM2-24B-A2BLiquidAI
6.0%
Not reportedClosed
228Phi-4Microsoft
5.9%
Not reportedOpen
229Phi-4-reasoningMicrosoft
5.9%
Not reportedOpen
230Phi-4 Multimodal InstructMicrosoft
5.8%
Not reportedOpen
231Claude 3 HaikuAnthropic
5.6%
Not reportedClosed
232Ministral 3 8B (Reasoning)Mistral
5.5%
Not reportedOpen
233Ministral 3 8BMistral
5.5%
Not reportedOpen
234Gemini 1.0 ProGoogle
5.3%
Not reportedClosed
235Exaone 4.0 1.2BLG AI Research
5.2%
Not reportedOpen
236LFM2.5-1.2B-ThinkingLiquidAI
5.2%
Not reportedClosed
237LFM2.5-1.2B-InstructLiquidAI
5.2%
Not reportedClosed
238Granite-4.0-H-1BIBM
5.2%
Not reportedOpen
239Llama 3.1 8BMeta
5.1%
Not reportedOpen
240Gemma 3 27BGoogle
4.8%
Not reportedOpen
241Ministral 3 3B (Reasoning)Mistral
4.8%
Not reportedOpen
242Ministral 3 3BMistral
4.8%
Not reportedOpen
243Granite-4.0-H-350MIBM
4.8%
Not reportedOpen
244Granite-4.0-350MIBM
4.8%
Not reportedOpen
245LFM2.5-VL-1.6B-ExtractLiquidAI
4.8%
Not reportedOpen

Among the reported Artificial Analysis Intelligence Index rows, GPT-5.6 Sol is first at 58.9%. The third row is 2.9 points behind. The broader top-10 range is 6.3 points, so many of the published results sit in a relatively narrow band.

245 models have been evaluated on Artificial Analysis Intelligence Index. The benchmark falls in the Knowledge category. Artificial Analysis Intelligence Index is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.

About Artificial Analysis Intelligence Index

Year

2026

Tasks

Cross-benchmark intelligence index

Format

Aggregated model score

Difficulty

Display-only external reference

BenchLM tracks Artificial Analysis as a display-only external reference rather than a weighted benchmark. It is useful as a market snapshot, but it is not a benchmark-native row with a single public task set, scoring harness, or exact-source methodology aligned to BenchLM's core benchmark pages.

Freshness and provenance

Version

Artificial Analysis Intelligence Index 2026

Refresh cadence

Quarterly

Staleness state

Current

Question availability

Public benchmark set

CurrentDisplay only

BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.

Questions

What does Artificial Analysis Intelligence Index measure?

Artificial Analysis describes itself as an independent AI benchmarking company. Its Intelligence Index combines the company's own evaluations of AI models into one score per model. BenchLM compiles reported index scores, which can come from different index versions, and shows them for reference only.

Which model scores highest on Artificial Analysis Intelligence Index?

GPT-5.6 Sol by OpenAI currently leads with a score of 58.9% on Artificial Analysis Intelligence Index.

How many models are evaluated on Artificial Analysis Intelligence Index?

245 AI models have published results on Artificial Analysis Intelligence Index in the BenchLM catalog.

Last updated: October 27, 2026 · BenchLM version Artificial Analysis Intelligence Index 2026

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