	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	1st 86.7%	3rd 85.5%	20th 78.3%	18th 78.5%	8th 83.5%	15th 79.6%	11th 82.7%	7th 83.8%	9th 83.3%	4th 84.9%	10th 82.7%	14th 80.6%	6th 84.4%	17th 79.4%	2nd 86.1%	5th 84.9%	16th 79.5%	19th 78.3%	13th 81.4%	12th 82.0%	21st 77.5%
87.5%	96%	94%	81%	88%	91%	72%	83%	88%	90%	88%	88%	87%	94%	83%	93%	89%	93%	80%	91%	83%	85%
87.1%	83%	75%	92%	90%	75%	92%	90%	88%	83%	89%	86%	91%	90%	95%	94%	90%	72%	88%	93%	86%	87%
62.2%	72%	67%	0%	0%	60%	70%	64%	70%	64%	74%	79%	72%	72%	70%	68%	69%	68%	75%	62%	70%	60%
91.6%	95%	85%	94%	91%	94%	87%	93%	94%	96%	92%	95%	92%	95%	89%	91%	93%	89%	89%	92%	89%	89%
91.1%	94%	90%	87%	87%	89%	88%	90%	95%	91%	98%	99%	95%	95%	88%	95%	99%	88%	76%	83%	96%	90%
86.7%	92%	95%	90%	90%	90%	92%	86%	91%	88%	89%	89%	75%	86%	77%	86%	84%	89%	92%	86%	77%	77%
87.2%	86%	85%	87%	86%	75%	88%	81%	92%	88%	88%	89%	92%	85%	92%	92%	91%	91%	93%	84%	92%	74%
80.5%	87%	84%	76%	78%	76%	56%	84%	84%	84%	83%	75%	79%	87%	77%	97%	92%	84%	88%	69%	76%	75%
86.0%	86%	82%	81%	88%	87%	70%	80%	79%	83%	96%	90%	89%	89%	91%	88%	90%	84%	93%	84%	85%	91%
90.4%	93%	90%	92%	94%	92%	94%	88%	81%	92%	89%	92%	94%	93%	92%	89%	88%	82%	79%	92%	96%	96%
79.5%	85%	90%	92%	91%	81%	90%	77%	91%	85%	73%	81%	88%	66%	72%	80%	70%	68%	59%	85%	86%	59%
85.9%	94%	88%	88%	98%	96%	88%	79%	90%	91%	78%	70%	95%	71%	80%	89%	78%	83%	82%	92%	91%	83%
82.8%	84%	93%	93%	91%	93%	87%	81%	77%	78%	89%	92%	75%	84%	91%	81%	82%	70%	70%	88%	70%	70%
87.7%	90%	87%	87%	92%	89%	84%	86%	93%	92%	96%	93%	72%	95%	72%	92%	96%	93%	82%	94%	80%	76%
87.9%	92%	89%	94%	89%	86%	86%	92%	89%	87%	89%	90%	81%	89%	87%	88%	94%	83%	82%	82%	89%	88%
85.2%	94%	93%	97%	90%	93%	74%	83%	92%	86%	88%	81%	82%	92%	72%	91%	87%	77%	83%	86%	74%	74%
68.7%	75%	92%	74%	75%	61%	69%	71%	48%	68%	69%	72%	58%	55%	58%	79%	72%	71%	60%	73%	65%	77%
73.0%	83%	72%	81%	72%	68%	54%	64%	81%	71%	67%	61%	70%	78%	60%	84%	83%	84%	84%	70%	78%	68%
68.0%	73%	55%	68%	62%	77%	54%	66%	76%	73%	83%	62%	50%	80%	63%	81%	87%	63%	59%	52%	76%	68%
87.1%	95%	94%	97%	95%	94%	79%	97%	80%	78%	98%	82%	79%	96%	79%	83%	95%	81%	74%	83%	78%	93%
86.6%	87%	94%	91%	90%	94%	77%	94%	89%	92%	90%	93%	90%	92%	86%	86%	88%	87%	56%	77%	92%	73%
86.9%	87%	88%	88%	86%	86%	75%	90%	88%	87%	89%	93%	89%	91%	90%	90%	92%	88%	90%	77%	88%	72%
82.6%	88%	73%	82%	82%	87%	89%	89%	95%	77%	91%	80%	72%	84%	90%	77%	77%	85%	76%	87%	76%	78%
87.8%	96%	92%	96%	94%	91%	92%	84%	90%	84%	95%	95%	85%	91%	86%	94%	94%	76%	76%	81%	76%	76%
87.9%	88%	95%	93%	92%	94%	85%	93%	93%	95%	93%	91%	71%	91%	70%	89%	89%	73%	92%	93%	91%	74%
77.0%	77%	79%	80%	80%	82%	74%	76%	73%	79%	81%	83%	79%	78%	80%	83%	74%	64%	72%	80%	75%	69%
76.8%	84%	79%	78%	82%	69%	62%	74%	89%	76%	75%	62%	77%	80%	64%	82%	77%	83%	86%	79%	82%	72%
84.9%	91%	96%	81%	89%	94%	65%	85%	99%	91%	90%	80%	74%	84%	64%	94%	95%	86%	77%	76%	81%	91%
79.0%	89%	93%	88%	93%	89%	71%	86%	71%	81%	72%	67%	81%	69%	69%	87%	80%	67%	74%	72%	81%	80%
79.5%	81%	85%	83%	88%	91%	81%	67%	87%	84%	77%	78%	72%	81%	67%	84%	81%	67%	73%	77%	87%	79%
83.2%	84%	81%	84%	90%	87%	84%	82%	83%	83%	83%	87%	87%	83%	86%	85%	84%	78%	68%	79%	86%
74.0%	78%	84%	0%	0%	91%	80%	87%	80%	87%	76%	71%	78%	78%	80%	85%	81%	86%	75%	89%	87%	80%
59.4%	69%	64%	0%	0%	57%	67%	61%	67%	61%	71%	76%	69%	69%	67%	68%	66%	61%	72%	59%	67%	57%
83.3%	91%	84%	86%	91%	89%	79%	80%	84%	83%	87%	79%	78%	80%	78%	86%	86%	84%	84%	78%	78%	85%
74.3%	84%	87%	80%	79%	50%	78%	66%	66%	70%	66%	63%	79%	76%	67%	77%	60%	82%	69%	92%	87%	82%
83.0%	83%	84%	90%	84%	72%	91%	91%	90%	88%	84%	81%	84%	89%	84%	72%	82%	75%	77%	84%	80%	78%
84.6%	87%	87%	84%	83%	92%	89%	87%	78%	86%	83%	86%	88%	89%	91%	80%	83%	89%	73%	88%	82%	72%
86.7%	87%	91%	95%	93%	85%	98%	90%	93%	94%	95%	92%	75%	97%	76%	100%	97%	70%	70%	86%	87%	49%
84.5%	94%	87%	94%	94%	94%	75%	91%	88%	87%	93%	89%	82%	89%	79%	94%	82%	76%	71%	72%	82%	62%
85.9%	98%	96%	0%	0%	89%	100%	94%	100%	93%	96%	91%	98%	98%	100%	94%	99%	94%	94%	91%	78%	100%
88.9%	92%	93%	89%	96%	90%	83%	91%	91%	89%	89%	90%	80%	91%	84%	90%	91%	82%	88%	87%	91%	90%
80.0%	81%	86%	77%	74%	78%	74%	83%	77%	80%	84%	79%	81%	80%	87%	84%	80%	84%	76%	77%	79%	79%
76.4%	82%	78%	76%	67%	71%	79%	78%	55%	69%	75%	83%	80%	78%	83%	79%	82%	68%	92%	78%	74%	78%

Model Similarity Dendrogram

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