	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 85.8%	4th 84.8%	3rd 84.9%	2nd 85.5%	10th 83.2%	15th 79.4%	12th 82.5%	9th 83.4%	13th 82.2%	6th 84.3%	11th 82.9%	18th 79.2%	7th 84.1%	16th 79.4%	5th 84.7%	8th 83.6%	17th 79.3%	20th 77.0%	14th 81.1%	19th 77.8%
88.9%	95%	94%	82%	92%	94%	80%	84%	96%	90%	91%	85%	91%	94%	79%	93%	95%	93%	71%	90%	89%
86.2%	81%	72%	90%	92%	67%	86%	79%	83%	82%	88%	94%	90%	86%	93%	90%	89%	93%	92%	92%	84%
71.9%	75%	70%	75%	67%	63%	78%	73%	76%	63%	83%	78%	75%	74%	75%	72%	69%	67%	67%	65%	72%
87.9%	92%	83%	88%	89%	88%	84%	91%	89%	88%	88%	83%	91%	91%	82%	87%	92%	86%	86%	90%	89%
91.1%	90%	90%	88%	88%	89%	98%	89%	93%	90%	96%	98%	93%	96%	93%	96%	94%	91%	78%	84%	87%
86.2%	87%	95%	90%	88%	92%	95%	90%	91%	86%	83%	89%	74%	81%	75%	82%	80%	88%	90%	87%	80%
91.4%	89%	87%	87%	90%	87%	96%	87%	95%	96%	93%	87%	94%	92%	94%	94%	95%	93%	96%	85%
82.0%	90%	82%	77%	79%	78%	57%	78%	96%	85%	87%	83%	81%	90%	74%	95%	88%	91%	82%	72%	75%
84.4%	81%	81%	81%	86%	81%	70%	78%	80%	79%	93%	87%	87%	95%	91%	85%	93%	93%	81%	81%	85%
88.2%	94%	92%	89%	92%	89%	93%	84%	84%	90%	90%	89%	89%	86%	89%	85%	87%	84%	75%	89%	94%
83.4%	85%	91%	90%	90%	80%	90%	89%	85%	83%	73%	92%	90%	81%	78%	73%	86%	69%	68%	87%	88%
85.6%	90%	87%	87%	95%	94%	84%	76%	91%	91%	78%	75%	94%	81%	85%	86%	77%	80%	79%	90%	92%
83.7%	79%	85%	87%	93%	92%	94%	81%	79%	86%	88%	91%	77%	90%	93%	86%	81%	70%	70%	81%	70%
89.3%	91%	88%	93%	93%	93%	76%	94%	94%	94%	96%	91%	78%	94%	70%	92%	92%	88%	84%	90%	96%
86.9%	90%	91%	87%	86%	88%	87%	90%	86%	90%	89%	93%	84%	93%	86%	88%	89%	87%	74%	81%	79%
84.6%	94%	91%	92%	91%	89%	75%	81%	90%	83%	85%	84%	83%	88%	78%	90%	85%	78%	67%	84%
63.5%	73%	73%	72%	73%	70%	67%	69%	49%	58%	59%	61%	56%	53%	56%	71%	72%	60%	46%	68%	63%
74.6%	83%	74%	84%	84%	71%	55%	62%	81%	71%	71%	69%	72%	74%	58%	83%	76%	80%	82%	78%	84%
66.5%	67%	56%	73%	60%	77%	54%	70%	74%	72%	84%	63%	47%	71%	64%	86%	78%	62%	64%	50%	58%
86.3%	93%	95%	90%	92%	91%	78%	97%	88%	77%	94%	83%	78%	93%	77%	93%	96%	80%	78%	78%	76%
87.6%	89%	90%	90%	91%	95%	78%	95%	89%	94%	90%	91%	87%	92%	86%	90%	86%	76%	78%	79%	87%
87.5%	90%	89%	86%	85%	87%	86%	93%	88%	89%	90%	86%	87%	90%	89%	92%	93%	82%	82%	79%	88%
84.8%	88%	77%	83%	82%	87%	91%	90%	92%	79%	89%	91%	87%	84%	95%	77%	74%	84%	76%	85%
84.6%	86%	92%	94%	91%	91%	82%	82%	85%	85%	92%	91%	68%	91%	93%	89%	86%	75%	62%	81%	76%
86.8%	89%	90%	88%	93%	91%	82%	90%	92%	91%	93%	87%	67%	91%	70%	86%	87%	84%	90%	89%	85%
76.1%	79%	82%	80%	80%	79%	72%	77%	75%	78%	81%	77%	73%	79%	80%	77%	80%	56%	65%	80%	71%
75.8%	90%	78%	79%	83%	74%	66%	68%	80%	74%	78%	65%	76%	80%	64%	88%	78%	76%	76%	81%	62%
82.1%	91%	91%	79%	88%	93%	64%	82%	92%	90%	81%	81%	72%	82%	66%	87%	92%	86%	86%	75%	64%
76.5%	85%	92%	91%	95%	89%	71%	77%	72%	78%	71%	72%	68%	70%	64%	78%	74%	65%	72%	68%	78%
78.7%	81%	85%	83%	92%	90%	69%	70%	79%	83%	76%	77%	67%	80%	74%	77%	77%	72%	74%	85%	83%
85.1%	86%	84%	83%	86%	85%	86%	84%	82%	86%	90%	89%	81%	91%	87%	88%	92%	77%	84%	82%	79%
79.6%	77%	83%	77%	79%	90%	74%	80%	77%	90%	69%	74%	77%	79%	77%	75%	86%	86%	73%	88%	80%
66.1%	70%	64%	69%	67%	57%	72%	67%	70%	57%	77%	72%	69%	67%	69%	63%	65%	61%	61%	59%	66%
82.5%	92%	86%	86%	93%	83%	78%	80%	82%	83%	88%	78%	76%	80%	74%	85%	83%	85%	84%	77%	77%
72.4%	82%	77%	79%	78%	72%	73%	60%	69%	61%	62%	65%	64%	69%	74%	76%	65%	83%	81%	93%	66%
82.9%	85%	83%	92%	86%	61%	90%	93%	89%	85%	83%	89%	82%	87%	85%	81%	79%	85%	77%	82%	65%
86.0%	88%	87%	84%	85%	86%	89%	86%	78%	87%	85%	87%	90%	86%	88%	90%	90%	84%	81%	87%	81%
86.2%	90%	88%	98%	98%	90%	95%	93%	93%	93%	99%	91%	75%	89%	72%	95%	87%	72%	68%	92%	45%
83.6%	98%	90%	92%	88%	87%	75%	89%	89%	83%	91%	83%	82%	87%	77%	90%	78%	76%	78%	68%	72%
95.1%	98%	96%	99%	93%	88%	96%	99%	98%	88%	90%	95%	99%	100%	99%	93%	97%	93%	93%	90%	98%
87.4%	89%	93%	88%	86%	96%	84%	92%	84%	92%	87%	92%	81%	90%	84%	89%	89%	77%	82%	87%	85%
76.5%	80%	82%	74%	74%	81%	67%	82%	77%	75%	78%	75%	78%	73%	80%	78%	76%	71%	77%	79%	72%
72.2%	67%	89%	73%	64%	54%	79%	76%	54%	61%	75%	83%	76%	75%	79%	70%	67%	70%	81%	79%	71%

Model Similarity Dendrogram

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