AIIQ Composite IQ

AIIQ composite estimate that combines abstract, mathematical, programmatic, and academic reasoning benchmark evidence into IQ-like model scores.

47rows
scoreprimary metric
2026-05-12sampled

Metadata

ID
aiiq_composite_iq
Category
Intelligence
Release
Unknown

Metrics

Composite IQ, Abstract Reasoning IQ, Mathematical Reasoning IQ, Programmatic Reasoning IQ, Academic Reasoning IQ, ARC-AGI-2, ARC-AGI-1, FrontierMath Tier 4, FrontierMath Tier 1-3, AIME, ProofBench, Terminal-Bench 2.0, SWE-Bench Verified, SciCode, Humanity's Last Exam, CritPt, GPQA Diamond

Latest Results

Imported from the public AIIQ IQ page assets. The importer applies AIIQ's exported benchmark-score attachment and IQ computation functions, then keeps the same visible model filter used by the IQ overview charts.

Rank Subject Composite IQ Model Match Provenance Sampled
1 gpt-5.5 136 GPT-5.5
openai-gpt-5.5
 		Imported 2026-05-12
2 gpt-5.4 134 GPT-5.4
openai-gpt-5.4
 		Imported 2026-05-12
3 gemini-3.1-pro 132 Gemini 3.1 Pro Preview
google-gemini-3.1-pro-preview
 		Imported 2026-05-12
4 opus-4.7 132 Claude Opus 4.7
anthropic-claude-opus-4.7
 		Imported 2026-05-12
5 opus-4.6 131 Claude Opus 4.6
anthropic-claude-opus-4.6
 		Imported 2026-05-12
6 gemini-3-pro 126 Gemini 3
google-gemini-3
 		Imported 2026-05-12
7 gpt-5.2 126 GPT-5.2
openai-gpt-5.2
 		Imported 2026-05-12
8 grok-4.3 125 GROK Grok 4.3
x-ai-grok-4.3
 		Imported 2026-05-12
9 grok-4.20 123 GROK Grok 4.20
x-ai-grok-4.20
 		Imported 2026-05-12
10 opus-4.5 123 Claude Opus 4.5
anthropic-claude-opus-4.5
 		Imported 2026-05-12
11 kimi-k2.6 122 KIMI MoonshotAI: Kimi K2.6
moonshotai-kimi-k2.6
 		Imported 2026-05-12
12 gpt-5.1 120 GPT-5.1
openai-gpt-5.1
 		Imported 2026-05-12
13 gpt-5 119 GPT-5
openai-gpt-5
 		Imported 2026-05-12
14 kimi-k2.5 118 KIMI MoonshotAI: Kimi K2.5
moonshotai-kimi-k2.5
 		Imported 2026-05-12
15 deepseek-v4-pro 117 DeepSeek V4 Pro
deepseek-deepseek-v4-pro
 		Imported 2026-05-12
16 muse-spark 117 — Imported 2026-05-12
17 glm-5.1 115 GLM GLM 5.1
z-ai-glm-5.1
 		Imported 2026-05-12
18 minimax-m2.7 114 MiniMax M2.7
minimax-minimax-m2.7
 		Imported 2026-05-12
19 glm-5 113 GLM GLM 5
z-ai-glm-5
 		Imported 2026-05-12
20 grok-4 113 GROK Grok 4
x-ai-grok-4
 		Imported 2026-05-12
21 gemini-2.5-pro 112 Gemini 2.5 Pro
google-gemini-2.5-pro
 		Imported 2026-05-12
22 minimax-m2.5 112 MiniMax M2.5
minimax-minimax-m2.5
 		Imported 2026-05-12
23 deepseek-v3.2 111 DeepSeek V3.2
deepseek-deepseek-v3.2
 		Imported 2026-05-12
24 o3 110 o3
openai-o3
 		Imported 2026-05-12
25 mimo-v2.5-pro 108 MiMo-V2.5-Pro
xiaomi-mimo-v2.5-pro
 		Imported 2026-05-12
26 qwen3.6 108 — Imported 2026-05-12
27 glm-4.7 104 GLM GLM 4.7
z-ai-glm-4.7
 		Imported 2026-05-12
28 qwen3.5-397b 104 Qwen3.5 397B A17B
qwen-qwen3.5-397b-a17b
 		Imported 2026-05-12
29 minimax-m2.1 103 MiniMax M2.1
minimax-minimax-m2.1
 		Imported 2026-05-12
30 opus-4.1 103 Claude Opus 4.1
anthropic-claude-opus-4.1
 		Imported 2026-05-12
31 kimi-k2 101 KIMI MoonshotAI: Kimi K2 0711
moonshotai-kimi-k2
 		Imported 2026-05-12
32 opus-4 100 Claude Opus 4
anthropic-claude-opus-4
 		Imported 2026-05-12
33 mimo-v2-pro 99 MiMo-V2-Pro
xiaomi-mimo-v2-pro
 		Imported 2026-05-12
34 deepseek-v3.1 95 DeepSeek V3.1
deepseek-deepseek-chat-v3.1
 		Imported 2026-05-12
35 qwen3-coder-next 93 Qwen3 Coder Next
qwen-qwen3-coder-next
 		Imported 2026-05-12
36 o1 91 o1
openai-o1
 		Imported 2026-05-12
37 llama-4-maverick 87 Llama 4 Maverick
meta-llama-4-maverick
 		Imported 2026-05-12
38 qwen3.5-9b 87 Qwen3.5-9B
qwen-qwen3.5-9b
 		Imported 2026-05-12
39 grok-3 85 GROK Grok 3
xaigrok-3
 		Imported 2026-05-12
40 gpt-4o 83 GPT-4o
openai-gpt-4o
 		Imported 2026-05-12
41 qwen3.5-4b 81 — Imported 2026-05-12
42 gemini-1.5-pro 80 — Imported 2026-05-12
43 gemini-2.0-pro 80 — Imported 2026-05-12
44 grok-2 80 — Imported 2026-05-12
45 opus-3 78 — Imported 2026-05-12
46 gpt-4-turbo 76 GPT-4 Turbo
openai-gpt-4-turbo
 		Imported 2026-05-12
47 qwen3.5-2b 76 — Imported 2026-05-12