	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
Score	1st 85.6%	5th 83.9%	13th 81.9%	4th 84.3%	9th 82.4%	18th 79.2%	11th 82.2%	10th 82.3%	14th 81.4%	7th 83.4%	6th 83.5%	16th 80.2%	8th 83.0%	17th 79.8%	2nd 85.1%	3rd 84.9%	15th 81.1%	20th 76.1%	12th 81.9%	19th 79.0%
87.1%	98%	88%	85%	85%	95%	71%	88%	91%	85%	86%	85%	83%	92%	84%	95%	93%	80%	75%	93%	91%
79.3%	78%	70%	84%	85%	71%	82%	73%	81%	64%	82%	88%	84%	81%	87%	83%	80%	81%	78%	86%	69%
68.2%	70%	66%	72%	64%	60%	70%	70%	72%	60%	75%	75%	72%	72%	70%	68%	66%	66%	72%	63%	60%
92.2%	96%	86%	97%	94%	94%	89%	94%	94%	94%	93%	94%	93%	97%	85%	95%	91%	91%	85%	89%
88.4%	85%	88%	84%	84%	89%	86%	86%	91%	90%	91%	98%	95%	90%	95%	93%	98%	90%	91%	77%	67%
87.9%	85%	88%	84%	84%	88%	93%	88%	94%	94%	88%	89%	91%	87%	87%	83%	88%	80%	91%	86%	91%
87.4%	86%	88%	86%	86%	85%	85%	82%	93%	88%	86%	87%	89%	88%	89%	87%	90%	86%	89%	89%	89%
84.7%	89%	88%	76%	81%	84%	60%	85%	93%	92%	85%	85%	91%	88%	77%	92%	93%	96%	92%	70%	76%
76.6%	78%	71%	71%	71%	73%	61%	70%	65%	71%	74%	77%	86%	77%	78%	83%	81%	92%	93%	72%	88%
90.9%	95%	93%	92%	92%	93%	98%	86%	90%	89%	91%	82%	93%	92%	93%	95%	91%	90%	77%	93%	93%
80.1%	89%	87%	89%	91%	80%	88%	88%	85%	83%	76%	83%	77%	67%	71%	77%	75%	73%	60%	88%	76%
88.4%	88%	87%	95%	96%	94%	93%	85%	90%	92%	79%	83%	94%	78%	79%	89%	80%	94%	89%	94%	90%
83.6%	80%	93%	84%	90%	88%	91%	80%	76%	79%	87%	91%	74%	83%	94%	85%	92%	71%	70%	93%	71%
87.7%	89%	87%	82%	88%	84%	88%	86%	90%	91%	90%	92%	87%	93%	78%	89%	94%	74%	88%	91%	92%
85.8%	92%	90%	82%	90%	91%	87%	89%	83%	85%	88%	89%	78%	89%	89%	92%	91%	77%	69%	82%	82%
84.7%	93%	84%	91%	91%	88%	72%	85%	93%	84%	85%	82%	74%	84%	73%	85%	91%	86%	78%	86%	89%
70.2%	78%	77%	77%	77%	74%	72%	73%	53%	70%	64%	64%	79%	62%	60%	76%	74%	72%	73%	64%	64%
67.0%	79%	68%	70%	80%	73%	47%	60%	69%	70%	64%	56%	65%	71%	51%	74%	69%	69%	61%	74%	69%
69.1%	80%	53%	84%	68%	84%	52%	63%	68%	74%	88%	76%	51%	78%	60%	83%	91%	63%	44%	53%	69%
85.1%	95%	87%	91%	88%	96%	79%	95%	80%	79%	93%	78%	78%	93%	78%	89%	93%	81%	73%	78%	78%
86.8%	83%	88%	81%	83%	90%	75%	88%	82%	92%	86%	93%	89%	94%	83%	83%	88%	83%	93%	85%	96%
83.6%	78%	82%	78%	81%	79%	87%	86%	84%	86%	83%	92%	85%	88%	92%	85%	88%	86%	65%	86%	81%
84.7%	87%	83%	88%	86%	90%	88%	94%	87%	86%	88%	90%	65%	84%	79%	84%	85%	86%	79%	85%	79%
86.7%	93%	97%	89%	93%	93%	95%	86%	81%	83%	90%	92%	70%	84%	90%	94%	90%	76%	76%	85%	76%
88.6%	87%	90%	84%	90%	90%	86%	89%	93%	92%	90%	91%	81%	90%	76%	88%	90%	92%	85%	95%	92%
78.0%	77%	79%	80%	82%	80%	72%	77%	75%	76%	89%	80%	79%	75%	79%	78%	83%	75%	68%	78%
78.5%	91%	82%	77%	82%	76%	61%	76%	86%	78%	80%	62%	76%	80%	68%	88%	86%	84%	78%	85%	74%
86.0%	95%	94%	85%	88%	83%	73%	89%	98%	86%	90%	88%	79%	82%	69%	95%	95%	84%	77%	80%	91%
79.2%	82%	89%	86%	89%	81%	77%	82%	78%	76%	77%	75%	78%	75%	69%	85%	82%	75%	74%	78%	76%
79.9%	89%	86%	84%	85%	91%	75%	72%	89%	88%	81%	83%	66%	82%	65%	85%	77%	74%	74%	79%	73%
82.0%	86%	80%	77%	84%	80%	82%	83%	76%	80%	82%	87%	82%	87%	88%	84%	88%	79%	73%	85%	77%
83.3%	80%	85%	79%	87%	92%	81%	80%	79%	91%	76%	76%	79%	79%	81%	86%	87%	85%	83%	88%	92%
59.0%	67%	61%	0%	59%	55%	65%	65%	67%	55%	70%	70%	67%	67%	65%	63%	60%	61%	63%	58%	42%
81.7%	88%	79%	84%	89%	87%	74%	78%	85%	83%	86%	79%	76%	79%	76%	88%	83%	85%	83%	75%	76%
77.4%	88%	89%	77%	87%	68%	76%	73%	71%	69%	67%	75%	75%	77%	76%	80%	77%	87%	75%	89%	72%
81.5%	82%	85%	88%	82%	71%	88%	84%	84%	80%	84%	85%	85%	86%	82%	74%	72%	83%	71%	83%
81.5%	88%	84%	82%	81%	85%	86%	84%	68%	80%	83%	81%	81%	85%	91%	81%	85%	79%	68%	80%	77%
88.7%	86%	96%	90%	90%	81%	89%	84%	89%	89%	90%	93%	80%	90%	92%	95%	93%	87%	80%	91%
85.4%	88%	91%	96%	93%	91%	78%	91%	90%	89%	91%	89%	85%	91%	79%	87%	79%	79%	65%	76%	79%
95.3%	94%	98%	96%	96%	91%	98%	97%	96%	92%	93%	93%	96%	96%	98%	96%	97%	98%	96%	95%	91%
79.7%	91%	85%	87%	86%	50%	81%	86%	87%	79%	89%	88%	71%	83%	80%	87%	84%	84%	37%	82%	77%
80.2%	83%	83%	77%	77%	83%	72%	82%	82%	69%	85%	79%	86%	80%	89%	80%	81%	79%	77%	80%	80%
78.5%	74%	84%	82%	72%	72%	84%	84%	59%	69%	72%	97%	84%	73%	87%	81%	78%	74%	84%	84%	77%

Model Similarity Dendrogram

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