Benchmarks / Artificial Analysis

Reported by Artificial Analysis

Artificial Analysis

Artificial Analysis's blend of its reasoning, knowledge, coding and agent evaluations.

Last updated 20 Oct 2026

Results dated
20 Oct 2026
Results
413 configurations of 249 models
Unit
index score
Licence
Artificial Analysis commercial data licence

Artificial Analysis Intelligence Index: DeepSeek-V4.1-Flash-1017

Top 16 of 249 results · index score, higher is better. Choose a model to highlight it.Clear highlight

  1. 1 Claude Opus 5.5 (max reasoning)Anthropic 57.6
  2. 2 Claude Sonnet 5.5 (max reasoning)Anthropic 56.0
  3. 3 Claude Fable 5.1 (max reasoning)Anthropic 53.4
  4. 4 GPT-6 Astra (max reasoning)OpenAI 52.7
  5. 5 Gemini 4 Argon (high reasoning)Google 52.6
  6. 6 Muse Wonder (max reasoning)Meta 52.4
  7. 7 GPT-6.1 Sol (max reasoning)OpenAI 51.8
  8. 8 Claude Opus 5 (max reasoning)Anthropic 50.8
  9. 9 Claude Fable 5 (max reasoning)Anthropic 49.6
  10. 10 Muse Spark 1.3 (max reasoning)Meta 48.1
  11. 11 GPT-6 Sol (max reasoning)OpenAI 47.6
  12. 12 GPT-5.6 Sol (max reasoning)OpenAI 47.0
  13. 13 Grok 4.7 (extra-high reasoning)xAI 46.4
  14. 14 MiMo-V2.6-ProXiaomi 46.3
  15. 15 Qwen3.8-Max (0902)Alibaba 45.4
  16. 16 DeepSeek-V4.1-Flash-1017 (max reasoning)DeepSeek 45.1

Full results

Artificial Analysis: Artificial Analysis Intelligence Index, index score, higher is better
#ModelArtificial Analysis Intelligence Index
index score, higher is better		Price
$ per million tokens, in / out
1 Claude Opus 5.5 (max reasoning)Anthropic · best of 5 settings
57.6
$4 / $20
2 Claude Sonnet 5.5 (max reasoning)Anthropic · best of 5 settings
56.0
$2 / $10
3 Claude Fable 5.1 (max reasoning)Anthropic · best of 5 settings
53.4
$10 / $50
4 GPT-6 Astra (max reasoning)OpenAI · best of 5 settings
52.7
$10 / $50
5 Gemini 4 Argon (high reasoning)Google
52.6
$2 / $10
6 Muse Wonder (max reasoning)Meta
52.4
$4 / $20
7 GPT-6.1 Sol (max reasoning)OpenAI · best of 5 settings
51.8
$2 / $10
8 Claude Opus 5 (max reasoning)Anthropic · best of 5 settings
50.8
$5 / $25
9 Claude Fable 5 (max reasoning)Anthropic
49.6
$10 / $50
10 Muse Spark 1.3 (max reasoning)Meta · best of 2 settings
48.1
$1.25 / $4.25
11 GPT-6 Sol (max reasoning)OpenAI · best of 6 settings
47.6
$2 / $10
12 GPT-5.6 Sol (max reasoning)OpenAI · best of 6 settings
47.0
$4 / $20
13 Grok 4.7 (extra-high reasoning)xAI · best of 3 settings
46.4
$2 / $6
14 MiMo-V2.6-ProXiaomi
46.3
$0.43 / $0.87
15 Qwen3.8-Max (0902)Alibaba
45.4
$2 / $6
16 DeepSeek-V4.1-Flash-1017 (max reasoning)DeepSeek
45.1
$0.30 / $1.20
17 GLM-5.3 (max reasoning)Z.ai · best of 2 settings
44.8
$1.40 / $4.40
18 Grok 4.6 (high reasoning)xAI · best of 4 settings
44.3
$2 / $6
19 Kimi K3 (max reasoning)Moonshot AI · best of 2 settings
43.6
$3 / $15
20 Claude Haiku 5.5 (max reasoning)Anthropic · best of 5 settings
43.4
$0.10 / $0.50
21 MiniMax M3.1 FlashMiniMax
42.4
$0.15 / $0.60
22 GPT-5.6 Terra (max reasoning)OpenAI · best of 6 settings
42.1
$2 / $12
23 Claude Opus 4.8 (max reasoning)Anthropic
41.8
$5 / $25
23 GLM-5.3-FlashZ.ai
41.8
$0.15 / $0.50
25 Gemini 3.8 Flash (high reasoning)Google · best of 3 settings
40.9
$1.50 / $7.50
26 Claude Opus 4.7 (max reasoning)Anthropic · best of 2 settings
40.7
$5 / $25
27 Qwen3.8-Max (0803)Alibaba
40.2
–
28 Qwen3.8-2.4T-A95BAlibaba
39.9
$2 / $6
29 Qwen3.8-Flash-NextAlibaba
39.8
–
30 Gemini 3.7 Flash (medium reasoning)Google · best of 3 settings
39.6
$1.50 / $7.50
30 Muse Spark 1.2 (extra-high reasoning)Meta
39.6
$1.25 / $4.25
32 DeepSeek-V4.1-Flash (max reasoning)DeepSeek · best of 2 settings
39.5
$0.30 / $1.20
33 GPT-5.4 (extra-high reasoning)OpenAI · best of 3 settings
39.0
$2.50 / $15
34 Muse Spark Open (extra-high reasoning)Meta
38.9
–
35 Grok 4.5 (high reasoning)xAI
38.8
$2 / $6
36 Mistral Large 4Mistral AI
38.4
$1.36 / $4.18
36 GPT-5.5 (extra-high reasoning)OpenAI · best of 5 settings
38.4
$5 / $30
38 Claude Sonnet 5 (max reasoning)Anthropic · best of 6 settings
38.2
$2 / $10
39 GPT-6 Luna (max reasoning)OpenAI · best of 6 settings
38.1
$0.10 / $0.50
40 MiMo-V2.6-FlashXiaomi
37.9
$0.14 / $0.28
41 GPT-5.6 Luna (max reasoning)OpenAI · best of 6 settings
37.3
$0.20 / $1.20
42 DeepSeek-V4-Pro (0813, max reasoning)DeepSeek · best of 2 settings
36.0
$1.32 / $3.96
43 DeepSeek-V4-Flash-Vision-Exp (max reasoning)DeepSeek
34.8
$0.44 / $1.32
44 DeepSeek-V4-Flash (0731, max reasoning)DeepSeek
34.3
$0.14 / $0.28
45 Gemini 3.6 Flash (high reasoning)Google
34.0
$1.50 / $7.50
46 Qwen3.8-27B (extra-high reasoning)Alibaba · best of 4 settings
33.7
$0.50 / $3
46 Muse Spark 1.1 (extra-high reasoning)Meta
33.7
$1.25 / $4.25
46 GLM-5.2 (max reasoning)Z.ai · best of 2 settings
33.7
$1.40 / $4.40
49 Gemini 3.5 Flash (medium reasoning)Google · best of 3 settings
33.6
$1.50 / $9
50 GPT-5.3-Codex (extra-high reasoning)OpenAI
32.5
$1.75 / $14
51 Claude Opus 4.6 (max reasoning)Anthropic · best of 2 settings
31.9
$5 / $25
52 Muse SparkMeta
31.3
–
53 DeepSeek-V4-Pro (0423, max reasoning)DeepSeek · best of 3 settings
30.4
$1.42 / $2.83
53 GPT-5.2 (extra-high reasoning)OpenAI · best of 3 settings
30.4
$1.75 / $14
55 Beam 1.0 501B A23BReflection
30.3
–
56 Claude Sonnet 4.6 (max reasoning)Anthropic · best of 2 settings
30.1
$3 / $15
57 Gemini 3.1 Pro PreviewGoogle
29.7
$2 / $12
58 Qwen3.7-MaxAlibaba
29.5
$1.48 / $4.42
59 MiniMax-M3MiniMax
29.2
$0.30 / $1.20
60 Claude Opus 4.5 (reasoning on)Anthropic · best of 2 settings
29.1
$5 / $25
61 GPT-5.2-Codex (extra-high reasoning)OpenAI
28.5
$1.75 / $14
62 Qwen3.6-Max-PreviewAlibaba
28.4
$1.03 / $6.16
63 Gemini 3 Pro Preview (high reasoning)Google · best of 2 settings
28.0
–
64 GLM-5Z.ai · best of 2 settings
27.9
$0.95 / $2.55
65 Grok Build 0.1xAI
27.2
$1 / $2
66 Qwen3.6-PlusAlibaba
27.0
$0.33 / $1.95
66 Kimi K2.6Moonshot AI · best of 2 settings
27.0
$0.95 / $4
68 Solar Pro 4Upstage
26.6
$0.09 / $0.36
68 GLM-5-TurboZ.ai
26.6
$1.20 / $4
70 Nemotron 3.5 Super VLNVIDIA
26.5
–
71 Gemini 3 Flash Preview (reasoning on)Google · best of 2 settings
26.3
$0.50 / $3
72 GLM-5.1Z.ai · best of 2 settings
26.1
$1.38 / $4.40
73 GPT-5.5 Instant (2026-06-26)OpenAI · best of 2 settings
26.0
–
73 MiMo-V2.5-Pro (reasoning on)Xiaomi · best of 2 settings
26.0
$0.43 / $0.87
75 Kimi K2.7 CodeMoonshot AI
25.8
$0.95 / $4
76 Inkling SmallThinking Machines
25.7
$0.45 / $1.20
76 Grok 4.20xAI · best of 2 settings
25.7
$1.25 / $2.50
78 Hy3Tencent
25.3
$0.14 / $0.58
79 Qwen3.7-PlusAlibaba
25.2
$0.32 / $1.28
79 Grok 4.20 (0309, reasoning)xAI
25.2
–
81 Inkling (extra-high reasoning)Thinking Machines
25.0
$0.95 / $4.05
82 GPT-5-Codex (high reasoning)OpenAI
24.9
–
82 Grok 4.3 (high reasoning)xAI · best of 4 settings
24.9
$1.25 / $2.50
84 GPT-5.1 (high reasoning)OpenAI · best of 2 settings
24.7
$1.25 / $10
85 DeepSeek-V4-Flash (0423, high reasoning)DeepSeek · best of 3 settings
24.4
$0.14 / $0.28
86 GPT-5.4 mini (extra-high reasoning)OpenAI · best of 3 settings
24.1
$0.75 / $4.50
87 GPT-5.1-Codex (high reasoning)OpenAI
23.7
$1.25 / $10
88 Kimi K2.5Moonshot AI · best of 2 settings
23.5
$0.57 / $2.85
88 GLM-5V-TurboZ.ai
23.5
$1.20 / $4
90 GPT-5 (high reasoning)OpenAI · best of 4 settings
23.0
$1.25 / $10
91 Qwen3.5-27BAlibaba · best of 2 settings
22.9
$0.27 / $2.16
92 Claude Opus 4.1 (reasoning on)Anthropic · best of 2 settings
22.8
$15 / $75
92 MiniMax-M2.5MiniMax
22.8
$0.30 / $1.20
92 MiniMax-M2.7MiniMax
22.8
$0.30 / $1.20
95 Hy3 Preview (reasoning on)Tencent · best of 2 settings
22.7
$0.18 / $0.60
96 Grok 4xAI
22.5
–
97 Gemini 3.5 Flash-LiteGoogle
22.2
$0.30 / $2.50
97 GLM-4.7Z.ai · best of 2 settings
22.2
$0.54 / $1.98
99 Kimi K2 ThinkingMoonshot AI
22.0
$0.60 / $2.50
100 o3-proOpenAI
21.9
$20 / $80
101 MiMo-V2.5Xiaomi
21.8
$0.17 / $0.34
102 DeepSeek-V3.2 (reasoning on)DeepSeek · best of 2 settings
21.5
$0.30 / $0.96
103 Qwen3.5-397B-A17B (no reasoning)Alibaba · best of 2 settings
21.4
$0.55 / $3.50
103 Qwen3.6-27BAlibaba · best of 2 settings
21.4
$0.30 / $3.20
105 Qwen3-Max-ThinkingAlibaba
21.3
$0.78 / $3.90
106 MiniMax-M2.1MiniMax
20.9
$0.30 / $1.20
107 Claude Sonnet 4.5 (reasoning on)Anthropic · best of 2 settings
20.7
$3 / $15
107 GPT-5.4 nano (extra-high reasoning)OpenAI · best of 3 settings
20.7
$0.20 / $1.25
109 GPT-5 mini (medium reasoning)OpenAI · best of 3 settings
20.6
$0.25 / $2
110 Qwen3.5-Omni-PlusAlibaba
20.4
–
110 GPT-5.1-Codex-Mini (high reasoning)OpenAI
20.4
$0.25 / $2
110 Grok 4.1 Fast (reasoning)xAI
20.4
–
113 o3OpenAI
20.2
$2 / $8
114 Qwen3.5-35B-A3BAlibaba · best of 2 settings
19.3
$0.16 / $1.30
115 Claude Sonnet 4 (reasoning on)Anthropic · best of 2 settings
18.9
$3 / $15
116 MiniMax-M2MiniMax
18.6
$0.30 / $1.20
117 GLM-4.6 (reasoning on)Z.ai · best of 2 settings
18.5
$0.50 / $2
118 Qwen3.6-35B-A3BAlibaba · best of 2 settings
18.2
$0.10 / $1
119 Grok 4 Fast (reasoning)xAI
17.9
–
120 Qwen3.5-122B-A10B (no reasoning)Alibaba · best of 2 settings
17.7
$0.26 / $2.08
121 Muse Glimmer (high reasoning)Meta
17.5
–
122 Claude Haiku 4.5 (reasoning on)Anthropic · best of 2 settings
16.9
$1 / $5
123 Gemma 4 26B A4BGoogle · best of 2 settings
16.7
$0.10 / $0.30
123 o4-mini (high reasoning)OpenAI
16.7
$1.10 / $4.40
125 DeepSeek-V3.2-Exp (reasoning on)DeepSeek · best of 2 settings
16.6
$0.27 / $0.41
125 Step 3.5 FlashStepFun
16.6
$0.10 / $0.30
127 Qwen3-Max-Thinking-PreviewAlibaba
16.3
–
128 Gemini 2.5 ProGoogle
16.1
$1.25 / $10
129 Qwen3-MaxAlibaba
15.6
$0.78 / $3.90
129 Gemini 3.1 Flash-Lite PreviewGoogle
15.6
$0.25 / $1.50
131 Gemini 2.5 Flash Preview (09-2025, reasoning on)Google · best of 2 settings
15.5
–
132 Kimi K2 (0905)Moonshot AI
15.3
$0.60 / $2.50
133 o1OpenAI
15.2
$15 / $60
134 GLM-4.7-FlashZ.ai · best of 2 settings
14.9
$0.06 / $0.40
135 DeepSeek-V3.1-Terminus (reasoning on)DeepSeek · best of 2 settings
14.8
$0.27 / $1
136 Gemma 4 31BGoogle · best of 2 settings
14.7
$0.14 / $0.40
137 Grok 4.20 (0309, non-reasoning, no reasoning)xAI
14.6
–
138 DeepSeek-V3.2-SpecialeDeepSeek
14.5
–
139 Gemma 4 12BGoogle · best of 2 settings
14.2
–
139 Mistral Medium 3.5Mistral AI
14.2
$1.50 / $7.50
141 Grok Code Fast 1xAI
14.1
–
142 DeepSeek-V3.1 (no reasoning)DeepSeek · best of 2 settings
13.7
$0.55 / $1.65
143 Qwen3-VL-235B-A22B-ThinkingAlibaba
13.4
$0.40 / $4
143 Nova 2 Lite (high reasoning)Amazon · best of 4 settings
13.4
$0.30 / $2.50
145 Qwen3.5-9B (no reasoning)Alibaba · best of 2 settings
13.3
$0.10 / $0.15
146 Qwen3.5-4B (reasoning on)Alibaba · best of 2 settings
13.1
–
146 DeepSeek-R1-0528DeepSeek
13.1
$0.50 / $2.18
146 Gemini 2.5 Flash (reasoning on)Google · best of 2 settings
13.1
$0.30 / $2.50
149 GPT-5 nano (high reasoning)OpenAI · best of 3 settings
13.0
$0.05 / $0.40
150 Nemotron 3 Super 120B A12BNVIDIA
12.8
$0.085 / $0.40
150 GLM-4.5Z.ai
12.8
$0.60 / $2.20
152 Qwen3-235B-A22B-Thinking-2507Alibaba
12.7
$0.30 / $3
152 Kimi K2 (0711)Moonshot AI
12.7
$0.57 / $2.30
152 GPT-4.1OpenAI
12.7
$2 / $8
155 Qwen3-Max-PreviewAlibaba
12.6
–
156 Qwen3.5-Omni-FlashAlibaba
12.5
–
156 o3-miniOpenAI · best of 2 settings
12.5
$1.10 / $4.40
158 Qwen3-235B-A22B-Instruct-2507Alibaba
12.0
$0.15 / $0.75
159 Qwen3-Coder-480B-A35BAlibaba
11.9
$0.35 / $1.50
159 Qwen3-VL-32B-ThinkingAlibaba
11.9
–
161 Magistral Medium 1.2Mistral AI
11.8
–
162 gpt-oss-120b (high reasoning)OpenAI · best of 2 settings
11.6
$0.15 / $0.60
163 DeepSeek-R1DeepSeek
11.4
$0.70 / $2.50
164 Mistral Small 4Mistral AI · best of 2 settings
11.3
$0.15 / $0.60
164 Grok 4.1 Fast (non-reasoning, no reasoning)xAI
11.3
–
166 Qwen3-Next-80B-A3B-ThinkingAlibaba
11.2
$0.15 / $1.20
166 GLM-4.6V (reasoning on)Z.ai · best of 2 settings
11.2
$0.30 / $0.90
168 Granite 4.2 8BIBM
11.1
$0.06 / $0.25
168 Grok 4 Fast (non-reasoning, no reasoning)xAI
11.1
–
168 GLM-4.5-AirZ.ai
11.1
$0.14 / $0.86
171 Trinity Large ThinkingArcee AI
10.8
$0.25 / $0.80
171 Mercury 2Inception
10.8
$0.25 / $0.75
173 Gemini 2.5 Flash-Lite Preview (09-2025, reasoning on)Google · best of 2 settings
10.4
–
173 GPT-5 ChatOpenAI
10.4
–
175 GPT-4.1 miniOpenAI
10.2
$0.40 / $1.60
176 gpt-oss-20b (low reasoning)OpenAI · best of 2 settings
10.0
$0.03 / $0.15
177 Qwen3-VL-235B-A22B-InstructAlibaba
9.9
$0.30 / $1.50
178 Qwen3-30B-A3B-Thinking-2507Alibaba
9.8
$0.20 / $2.40
179 DeepSeek-V3-0324DeepSeek
9.7
$0.25 / $1
180 Qwen3-Coder-30B-A3B-InstructAlibaba
9.6
$0.07 / $0.28
180 Qwen3-Next-80B-A3B-InstructAlibaba
9.6
$0.10 / $1.10
182 Qwen3-235B-A22B (reasoning on)Alibaba · best of 2 settings
9.5
$0.46 / $1.82
182 Qwen3-VL-30B-A3B-ThinkingAlibaba
9.5
$0.29 / $1
182 DiffusionGemma 26B A4BGoogle
9.5
–
185 Llama 4 MaverickMeta
9.3
$0.27 / $0.85
185 Mistral Large 3Mistral AI
9.3
$0.50 / $1.50
187 Qwen3-Coder-NextAlibaba
9.2
$0.18 / $0.90
187 Mistral Medium 3.1Mistral AI
9.2
$0.40 / $2
189 Devstral MediumMistral AI
9.0
–
189 Mistral Medium 3Mistral AI
9.0
$0.40 / $2
191 Gemma 4 E4BGoogle · best of 2 settings
8.9
–
191 Nemotron 3 Nano 30B A3B (reasoning on)NVIDIA · best of 2 settings
8.9
$0.05 / $0.20
193 Qwen3-4B-Thinking-2507Alibaba
8.8
–
194 Devstral 2Mistral AI
8.6
$0.40 / $2
194 Magistral Small 1.2Mistral AI
8.6
–
196 DeepSeek-V3DeepSeek
8.5
$0.26 / $1.03
196 Gemini 2.5 Flash-Lite (reasoning on)Google · best of 2 settings
8.5
$0.10 / $0.40
198 Qwen3-VL-32B-InstructAlibaba
8.4
$0.10 / $0.42
199 Qwen3-VL-8B-ThinkingAlibaba
8.2
$0.18 / $2.10
200 Qwen3-VL-30B-A3B-InstructAlibaba
7.9
$0.15 / $0.60
201 Qwen3-Omni-30B-A3B-ThinkingAlibaba
7.8
–
201 Gemma 4 E2BGoogle · best of 2 settings
7.8
–
201 GPT-4.1 nanoOpenAI
7.8
$0.10 / $0.40
201 Solar Pro 3Upstage
7.8
$0.15 / $0.60
205 Qwen2.5-72B-InstructAlibaba
7.7
$0.36 / $0.40
205 Llama 3.3 70B InstructMeta
7.7
$0.59 / $0.79
205 GPT-4o (2024-08-06)OpenAI
7.7
$2.50 / $10
208 Qwen3-30B-A3B (reasoning on)Alibaba · best of 2 settings
7.6
$0.12 / $0.50
208 Devstral Small 1.1Mistral AI
7.6
–
208 GLM-4.5V (reasoning on)Z.ai · best of 2 settings
7.6
$0.60 / $1.80
211 Qwen3-30B-A3B-Instruct-2507Alibaba
7.5
$0.09 / $0.30
211 Devstral Small 2Mistral AI
7.5
–
213 Qwen3-32B (no reasoning)Alibaba · best of 2 settings
7.3
$0.14 / $0.40
213 Qwen3-VL-8B-InstructAlibaba
7.3
$0.12 / $0.46
213 Kimi Linear 48B A3B InstructMoonshot AI
7.3
–
213 GPT-4o (2024-05-13)OpenAI
7.3
$5 / $15
217 Mistral Small 3.1 24BMistral AI
7.1
$0.35 / $0.56
218 Qwen3-VL-4B-ThinkingAlibaba
7.0
–
218 Nova Pro 1.0Amazon
7.0
$0.80 / $3.20
218 Command ACohere
7.0
$2.50 / $10
218 Mistral Small 3.2 24BMistral AI
7.0
$0.094 / $0.25
222 Qwen3.5-2B (reasoning on)Alibaba · best of 2 settings
6.9
–
222 Llama 3.1 8B InstructMeta
6.9
$0.05 / $0.08
224 Mistral Large 2 (2407)Mistral AI
6.8
$2 / $6
225 Qwen2.5-Coder-32B-InstructAlibaba
6.7
$0.66 / $1
225 Qwen3-14B (no reasoning)Alibaba · best of 2 settings
6.7
$0.12 / $0.24
225 Qwen3-4B-Instruct-2507Alibaba
6.7
–
225 Nova Lite 1.0Amazon
6.7
$0.06 / $0.24
225 Mistral Small 3Mistral AI
6.7
$0.05 / $0.08
225 GPT-4o mini (2024-07-18)OpenAI
6.7
$0.15 / $0.60
231 Llama 3.1 70B InstructMeta
6.6
$0.40 / $0.40
232 Llama 4 ScoutMeta
6.5
$0.18 / $0.59
233 Qwen3.5-0.8B (reasoning on)Alibaba · best of 2 settings
6.1
–
234 Qwen3-8B (no reasoning)Alibaba · best of 2 settings
6.0
$0.12 / $0.46
234 Qwen3-Omni-30B-A3B-InstructAlibaba
6.0
–
234 Ministral 3 14BMistral AI
6.0
$0.20 / $0.20
237 Nova Micro 1.0Amazon
5.9
$0.035 / $0.14
237 Phi-4Microsoft
5.9
$0.07 / $0.14
239 Qwen3-VL-4B-InstructAlibaba
5.7
–
239 Llama 3.2 3B InstructMeta
5.7
$0.05 / $0.33
239 Mixtral 8x22B InstructMistral AI
5.7
$2 / $6
242 Reka Flash 3Reka AI
5.6
$0.10 / $0.20
243 Ministral 3 8BMistral AI
5.5
$0.15 / $0.15
244 Gemma 3 270MGoogle
5.1
–
245 Gemma 3 27BGoogle
4.9
$0.12 / $0.20
246 Gemma 3 4BGoogle
4.8
$0.05 / $0.10
246 Llama 3.2 1B InstructMeta
4.8
$0.027 / $0.20
246 Ministral 3 3BMistral AI
4.8
$0.10 / $0.10
249 Gemma 3 12BGoogle
3.8
$0.05 / $0.15

Swipe the table sideways for more columns.

Ranks follow the score as shown, so equal numbers share a rank. Each model is shown at its best setting; show every setting. Results as published by Artificial Analysis; we do not re-run them.

Progress over time

Artificial Analysis Intelligence Index, plotted at each model's release date, higher is better. Each model counts once, at its best setting. Scores are today's, not launch day's. Hover or tap a mark for its model.

Best score so far

Every model at its release date. The line moves each time a new release beats every earlier one, and each new best is named where there is room.

020406080 Jul 20242025Jul2026Jul GPT-4o (2024-05-13)GPT-4o (2024-08-06)o1Gemini 2.5 Proo3o3-proGPT-5GPT-5-CodexClaude Opus 4.5GPT-5.2GPT-5.3-CodexGPT-5.4Claude Opus 4.8Claude Fable 5Claude Opus 5Claude Fable 5.1Claude Opus 5.5

Best score by lab

Each lab's best so far, stepping whenever one of its releases beats its own earlier models. The 6 labs with the best scores today; 19 others not drawn.

AnthropicOpenAIGoogleMetaxAIXiaomi

020406080 Jul 20242025Jul2026Jul AnthropicOpenAIGoogleMetaxAIXiaomi

What it measures

Artificial Analysis's blend of its reasoning, knowledge, coding and agent evaluations.

What it does not measure

Not business work, and a blend: read the parts for any one task.

Source

Artificial Analysis · Methodology

285 results from Artificial Analysis not ranked here · show why

We rank a result only when we can tie it to a specific model you can use. These are left out:

  • Not on sale through the API providers we track: 270
  • A different snapshot or variant from the model we list: 14
  • An unusual combination of settings: 1

Data sourced from Artificial Analysis. Licence: Artificial Analysis commercial data licence.