	Claude 3.7 Sonnet	Claude Haiku 4.5	Claude Sonnet 4	Claude Sonnet 4.5	Gemini 2.5 Flash	Gemma 3 12b It	Llama 4 Maverick	Mistral Large 2411	Mistral Medium 3	GPT 4.1	GPT 4.1 Mini	GPT 4.1 Nano	GPT 4o	GPT 4o Mini	GPT 5	GPT 5.1	GPT OSS 120b	GPT OSS 20b	Qwen3 30b A3B Instruct 2507	Qwen3 32b	Grok 4
Score	7th 69.1%	2nd 69.9%	20th 63.2%	3rd 69.6%	6th 69.4%	18th 65.5%	9th 68.2%	16th 66.3%	11th 68.0%	14th 67.4%	4th 69.5%	10th 68.1%	8th 68.7%	15th 66.7%	5th 69.4%	1st 70.0%	13th 67.4%	17th 65.7%	12th 67.5%	19th 64.1%	21st 61.3%
74.1%	67%	75%	75%	75%	71%	64%	79%	64%	79%	90%	77%	69%	77%	79%	81%	72%	61%	72%	72%	79%	79%
72.7%	64%	68%	70%	72%	76%	70%	64%	63%	62%	76%	80%	80%	67%	76%	76%	79%	80%	78%	76%	74%	76%
74.4%	75%	82%	0%	63%	75%	84%	67%	76%	71%	90%	84%	80%	80%	75%	80%	77%	80%	80%	75%	98%	71%
76.4%	70%	84%	73%	75%	81%	73%	73%	70%	78%	75%	81%	75%	75%	70%	88%	86%	71%	77%	73%	82%	75%
87.3%	84%	92%	87%	87%	98%	81%	84%	95%	98%	85%	87%	91%	87%	85%	88%	92%	90%	75%	89%	75%	84%
90.8%	97%	95%	92%	84%	92%	95%	95%	77%	95%	97%	84%	77%	90%	80%	97%	96%	88%	97%	97%	85%	97%
75.5%	76%	76%	80%	77%	73%	77%	83%	70%	66%	75%	73%	73%	80%	72%	81%	81%	78%	71%	73%	75%	75%
75.6%	76%	84%	78%	81%	89%	71%	76%	67%	68%	62%	86%	86%	86%	86%	79%	77%	65%	62%	89%	60%	59%
76.2%	87%	72%	65%	73%	70%	53%	67%	77%	75%	87%	87%	82%	87%	77%	75%	75%	82%	70%	82%	73%	84%
75.1%	77%	79%	77%	77%	77%	84%	77%	63%	67%	77%	77%	75%	77%	77%	67%	77%	68%	76%	76%	74%	78%
55.8%	60%	61%	60%	60%	47%	64%	64%	65%	53%	43%	64%	57%	53%	53%	53%	52%	47%	38%	69%	53%	55%
66.0%	68%	65%	68%	68%	66%	75%	62%	68%	66%	60%	62%	67%	60%	68%	67%	60%	64%	71%	71%	61%	68%
63.0%	64%	67%	65%	64%	69%	76%	58%	56%	65%	64%	69%	51%	65%	67%	69%	64%	67%	67%	66%	67%	24%
72.6%	83%	79%	67%	66%	83%	72%	77%	57%	66%	58%	83%	80%	74%	70%	83%	81%	65%	76%	87%	59%	59%
48.9%	53%	54%	52%	50%	48%	48%	53%	46%	53%	51%	50%	49%	54%	54%	43%	52%	49%	49%	49%	43%	27%
77.0%	78%	79%	78%	72%	72%	63%	78%	87%	76%	76%	82%	70%	82%	78%	81%	82%	83%	75%	78%	70%
55.9%	50%	57%	52%	65%	57%	57%	50%	58%	58%	64%	60%	57%	51%	57%	60%	57%	55%	48%	57%	53%	50%
62.8%	71%	62%	66%	66%	57%	43%	63%	70%	64%	70%	57%	57%	67%	54%	72%	62%	66%	61%	58%	63%	70%
55.9%	65%	48%	68%	72%	72%	37%	57%	53%	65%	50%	61%	37%	50%	47%	76%	72%	52%	47%	41%	53%	50%
68.4%	68%	62%	67%	64%	73%	75%	69%	61%	66%	68%	69%	73%	75%	69%	69%	67%	70%	65%	69%	73%	64%
66.6%	76%	72%	76%	70%	62%	56%	66%	62%	63%	74%	67%	62%	66%	62%	69%	71%	61%	67%	46%	66%	84%
80.3%	75%	80%	84%	73%	94%	72%	94%	72%	94%	68%	76%	89%	83%	76%	77%	87%	85%	87%	64%	85%	72%
69.0%	77%	68%	77%	77%	75%	72%	70%	59%	65%	65%	67%	72%	72%	59%	65%	70%	65%	72%	65%	65%	72%
62.9%	63%	66%	63%	63%	67%	73%	58%	55%	63%	63%	70%	58%	68%	64%	70%	65%	69%	49%	69%	70%	35%
49.1%	50%	51%	50%	51%	54%	42%	50%	45%	52%	39%	54%	54%	54%	54%	53%	48%	43%	46%	54%	35%	52%
54.9%	48%	63%	52%	61%	61%	66%	59%	48%	59%	59%	59%	59%	50%	62%	51%	49%	46%	41%	64%	44%	51%
68.9%	78%	71%	69%	69%	61%	50%	65%	82%	73%	60%	49%	74%	70%	59%	74%	71%	82%	77%	67%	70%	76%
61.2%	63%	66%	65%	63%	63%	50%	70%	68%	59%	70%	68%	66%	59%	57%	60%	67%	69%	49%	51%	58%	44%
73.1%	77%	73%	77%	77%	82%	75%	71%	68%	75%	67%	75%	72%	68%	63%	72%	76%	75%	72%	71%	72%	78%
70.0%	70%	71%	74%	78%	84%	58%	70%	75%	69%	55%	71%	70%	71%	72%	64%	69%	64%	74%	72%	64%	74%
56.3%	66%	57%	59%	61%	59%	56%	58%	59%	57%	50%	58%	59%	53%	56%	54%	59%	57%	62%	58%	50%	34%
56.3%	67%	57%	0%	75%	63%	54%	71%	62%	67%	49%	54%	58%	58%	63%	67%	61%	58%	58%	63%	39%	39%
55.7%	55%	60%	0%	44%	55%	63%	48%	56%	51%	67%	63%	59%	59%	55%	51%	56%	59%	59%	55%	77%	77%
47.5%	53%	51%	49%	54%	62%	43%	49%	50%	47%	47%	51%	43%	27%	43%	53%	53%	50%	55%	36%	52%	30%
48.3%	46%	57%	49%	53%	22%	57%	44%	51%	53%	49%	46%	53%	46%	53%	37%	49%	45%	57%	53%	40%	55%
74.0%	76%	77%	82%	80%	70%	77%	75%	82%	72%	83%	77%	79%	75%	72%	68%	78%	80%	77%	68%	67%	39%
64.6%	68%	67%	66%	65%	59%	68%	71%	65%	69%	73%	68%	67%	68%	69%	67%	67%	69%	53%	60%	69%	29%
80.9%	78%	92%	87%	82%	91%	86%	78%	85%	87%	78%	97%	83%	96%	77%	81%	89%	74%	62%	86%	53%	56%
72.2%	76%	75%	79%	79%	69%	66%	76%	73%	75%	63%	74%	73%	74%	69%	78%	76%	76%	68%	64%	74%	59%
75.0%	78%	76%	0%	95%	82%	73%	91%	82%	87%	68%	73%	78%	78%	82%	78%	81%	78%	78%	82%	57%	78%
66.3%	66%	68%	73%	68%	75%	71%	65%	68%	57%	75%	68%	65%	75%	62%	67%	69%	65%	65%	62%	53%	55%
74.6%	72%	78%	77%	77%	85%	69%	72%	74%	77%	82%	68%	78%	74%	73%	74%	76%	74%	73%	78%	72%	63%
66.5%	59%	67%	70%	67%	43%	59%	66%	66%	63%	77%	64%	70%	75%	71%	71%	62%	75%	71%	67%	56%	77%

Model Similarity Dendrogram

Hierarchical clustering of models based on response similarity. Models grouped closer are more similar.