General Intelligence Model Ranking

See which AI models perform best on General Intelligence, which ones stay reliable, and where the biggest gaps appear. Sort by: Response Time (avg) ↓.

Models Shown

Average General Intelligence Score

0.6

Best Model

Qwen3.5-9B 0.3

Failure Reasons

With failure reason Did not follow instructions142 With failure reason Wrong answer134 With failure reason API error17 With failure reason Timed out4

451/451

Rank	Model	Company	General Intelligence Score	Score	Total Cost	Tests Correct	Response Time (avg)
#317	Ling 3.1 Flash none	Inclusionai	0.5	0.5	$0.000	0/1	1.41s
Total Tests 1 Wrong Tests 1 Total Cost $0.000 Response Time (avg) 1.41s
#285	MiMo-V2.6-Pro none	Xiaomi	0.5	0.6	$0.193	0/1	1.40s
Total Tests 1 Wrong Tests 1 Total Cost $0.193 Response Time (avg) 1.40s
#310	Solar Pro 4 none	Upstage	0.5	0.6	$0.022	0/1	1.40s
Total Tests 1 Wrong Tests 1 Total Cost $0.022 Response Time (avg) 1.40s
#372	Qwen3 Coder Next medium	Qwen	0.6	0.5	$0.071	0/1	1.39s
Total Tests 1 Wrong Tests 1 Total Cost $0.071 Response Time (avg) 1.39s
#348	Apodex 1.1 Mini default	Apodex	0.5	0.5	$0.000	0/1	1.38s
Total Tests 1 Wrong Tests 1 Total Cost $0.000 Response Time (avg) 1.38s
#75	Claude Haiku 5.5 low	Anthropic	0.5	0.9	$0.061	0/1	1.38s
Total Tests 1 Wrong Tests 1 Total Cost $0.061 Response Time (avg) 1.38s
#257	Gemini 3.1 Flash Lite low	Google	0.4	0.6	$0.717	0/1	1.37s
Total Tests 1 Wrong Tests 1 Total Cost $0.717 Response Time (avg) 1.37s
#357	Qwen3 Coder Next default	Qwen	1.0	0.5	$0.067	1/1	1.34s
Total Tests 1 Wrong Tests 0 Total Cost $0.067 Response Time (avg) 1.34s
#131	Qwen3.7 Plus none	Qwen	0.5	0.8	$0.178	0/1	1.33s
Total Tests 1 Wrong Tests 1 Total Cost $0.178 Response Time (avg) 1.33s
#374	GPT-5.4 Nano none	OpenAI	0.4	0.5	$0.068	0/1	1.31s
Total Tests 1 Wrong Tests 1 Total Cost $0.068 Response Time (avg) 1.31s
#324	Qwen3.8 27B none	Qwen	0.4	0.5	~$0.010	0/1	1.31s
Total Tests 1 Wrong Tests 1 Total Cost ~$0.010 Response Time (avg) 1.31s
#313	Qwen3.5-35B-A3B none	Qwen	0.6	0.6	$0.120	0/1	1.19s
Total Tests 1 Wrong Tests 1 Total Cost $0.120 Response Time (avg) 1.19s
#239	Gemini 3 Flash Preview none	Google	1.0	0.6	$0.155	1/1	1.13s
Total Tests 1 Wrong Tests 0 Total Cost $0.155 Response Time (avg) 1.13s
#238	Qwen3.5-122B-A10B none	Qwen	0.5	0.6	$0.308	0/1	1.12s
Total Tests 1 Wrong Tests 1 Total Cost $0.308 Response Time (avg) 1.12s
#295	Qwen3.8 Flash Next none	Qwen	0.6	0.6	~$0.011	0/1	1.09s
Total Tests 1 Wrong Tests 1 Total Cost ~$0.011 Response Time (avg) 1.09s

General Intelligence Ranking

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General Intelligence Score vs Total Cost

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General Intelligence Ranking

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General Intelligence Score vs Total CostEstimated GPU electricity cost only. It excludes the rest of the computer and hardware ownership. NVIDIA GeForce RTX 3090: 0.0968 h × 0.300 kW × €0.2896/kWh × 1.138 USD/EUR = ~$0.009566.

Top Models by Response Time (avg)

General Intelligence Score vs Total Cost