DTeval

A Collective Intelligence Project

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Analysis: Gd4 Dtef Global Dialogues Gd4 Religion%3Ai Do Not Identify With Any Religious Group Or Faith - Run 7f406cf...

Global Dialogues GD4 - I do not identify with any religious group or faith

DTEF: Predict response distributions for I do not identify with any religious group or faith. Source: Global Dialogues GD4 (https://github.com/collect-intel/global-dialogues)

TAGS:

Global Dialogues Gd4

Instruction Following & Prompt Adherence

Factual Accuracy & Hallucination

AI Safety & Robustness

Social interaction

Best Models (Coverage)

1.Claude 3.7 Sonnet
82.6%
2.Claude Sonnet 4
81.9%
3.Claude Sonnet 4.5
81.6%
4.Gemini 2.5 Flash
80.6%
5.GPT 4o
80.2%

🤔 Most Differentiating Prompt

User: Consider the following demographic group (sample size: 324): - Religion: I do not identify with any religious group or faith Survey question: "If your romantic partner formed a deep romantic attachment with an AI, how would you generally feel about it?" Answer options: a. Very negatively (e.g., ...

σ = 0.160

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Macro Coverage Overview

Average key point coverage extent for each model across all prompts.

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	Prompts vs. Models	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 Mini	GPT 5.1	GPT OSS 120b	GPT OSS 20b	Qwen3 30b A3B Instruct 2507	Qwen3 Next 80b A3B Instruct	Grok 4.1 Fast
Score		1st 82.6%	6th 79.9%	2nd 81.9%	3rd 81.6%	4th 80.6%	19th 74.1%	10th 79.5%	9th 79.5%	11th 78.5%	8th 79.8%	12th 77.9%	20th 73.3%	5th 80.2%	17th 75.5%	15th 76.3%	7th 79.9%	16th 76.3%	21st 72.8%	18th 74.4%	14th 76.5%	13th 77.3%
74.1%		78%	80%	76%	82%	77%	47%	87%	78%	70%	72%	74%	78%	78%	63%	94%	76%	77%	62%	64%	65%	78%
65.6%		78%	75%	67%	67%	82%	36%	64%	54%	61%	87%	66%	55%	81%	68%	69%	83%	62%	52%	55%	67%	48%
81.1%		90%	77%	86%	87%	85%	74%	83%	87%	80%	84%	79%	73%	79%	82%	83%	87%	84%	72%	72%	82%	77%
82.8%		88%	83%	88%	91%	78%	78%	85%	88%	83%	86%	82%	80%	84%	79%	79%	87%	81%	82%	79%	83%	75%
65.9%		83%	71%	72%	75%	70%	54%	72%	72%	71%	71%	65%	65%	64%	58%	41%	73%	56%	54%	63%	64%	70%
83.1%		88%	86%	87%	88%	76%	78%	84%	83%	87%	84%	85%	84%	93%	87%	85%	81%	87%	71%	79%	62%	90%
60.3%		66%	67%	67%	69%	56%	44%	70%	53%	49%	51%	66%	24%	66%	52%	77%	67%	59%	67%	56%	68%	72%
75.2%		71%	67%	86%	83%	59%	85%	74%	78%	70%	71%	70%	87%	82%	89%	54%	70%	77%	70%	80%	90%	66%
81.3%		95%	85%	82%	82%	78%	79%	91%	83%	90%	94%	89%	79%	91%	79%	84%	40%	84%	85%	67%	85%	65%
73.0%		62%	86%	70%	62%	65%	80%	71%	81%	68%	80%	87%	89%	81%	89%	74%	66%	90%	51%	68%	85%	28%
83.3%		88%	89%	86%	84%	84%	82%	86%	84%	87%	84%	79%	76%	87%	84%	82%	84%	83%	77%	76%	83%	84%
82.5%		92%	88%	88%	95%	87%	89%	84%	89%	84%	85%	85%	52%	76%	76%	88%	83%	75%	52%	84%	91%	89%
82.6%		85%	82%	87%	92%	81%	77%	88%	89%	88%	85%	83%	83%	85%	73%	85%	85%	83%	79%	71%	72%	81%
64.0%		71%	87%	72%	76%	72%	66%	70%	47%	65%	61%	58%	54%	54%	54%	45%	75%	59%	44%	66%	77%	71%
71.8%		72%	67%	72%	69%	74%	68%	74%	83%	70%	76%	75%	76%	73%	58%	69%	71%	81%	77%	59%	66%	77%
77.1%		83%	89%	73%	93%	93%	67%	83%	75%	85%	80%	76%	58%	72%	72%	82%	84%	73%	79%	62%	67%	73%
83.3%		82%	84%	79%	82%	87%	76%	82%	85%	87%	81%	82%	82%	86%	87%	86%	80%	88%	89%	79%	82%	84%
87.9%		93%	91%	93%	95%	93%	95%	88%	90%	93%	80%	92%	83%	88%	88%	83%	83%	87%	66%	84%	94%	86%
86.5%		96%	88%	96%	96%	85%	80%	90%	89%	91%	95%	85%	65%	90%	83%	85%	96%	83%	74%	82%	83%	85%
81.6%		79%	89%	79%	79%	80%	66%	87%	87%	77%	82%	88%	75%	88%	89%	84%	75%	85%	85%	80%	78%	82%
87.6%		95%	90%	94%	79%	84%	98%	95%	92%	91%	82%	87%	78%	83%	90%	94%	89%	83%	77%	86%	91%	81%
88.7%		92%	92%	96%	82%	90%	98%	93%	93%	91%	75%	96%	88%	87%	77%	88%	88%	92%	73%	92%	92%	87%
82.6%		90%	83%	87%	85%	78%	81%	87%	86%	90%	79%	74%	90%	87%	73%	74%	91%	72%	89%	80%	69%	89%
54.0%		63%	66%	57%	66%	54%	57%	56%	55%	59%	58%	48%	59%	53%	45%	53%	54%	46%	50%	41%	52%	42%
77.0%		82%	80%	75%	83%	92%	80%	80%	81%	67%	86%	70%	78%	83%	68%	76%	81%	66%	68%	66%	74%	81%
67.5%		70%	75%	57%	66%	68%	58%	82%	61%	57%	56%	65%	42%	76%	65%	86%	73%	77%	71%	67%	76%	70%
85.2%		86%	68%	82%	84%	89%	88%	89%	94%	94%	91%	86%	87%	84%	82%	80%	87%	89%	82%	82%	73%	92%
82.6%		89%	82%	84%	85%	85%	54%	90%	76%	87%	88%	80%	90%	93%	73%	94%	95%	88%	75%	65%	75%	86%
77.4%		90%	77%	81%	86%	85%	56%	84%	82%	81%	81%	69%	74%	84%	67%	85%	89%	78%	70%	67%	64%	76%
82.7%		88%	84%	92%	96%	80%	64%	86%	89%	80%	90%	85%	81%	87%	69%	92%	83%	77%	73%	69%	86%	86%
86.7%		88%	87%	91%	84%	85%	86%	91%	82%	86%	88%	76%	88%	94%	91%	93%	93%	85%	85%	87%	71%	90%
75.1%		73%	71%	70%	67%	82%	85%	71%	78%	75%	79%	72%	78%	74%	81%	77%	75%	70%	81%	86%	68%	64%
81.6%		92%	92%	89%	94%	71%	69%	88%	84%	85%	88%	77%	81%	88%	70%	93%	90%	81%	76%	57%	67%	82%
59.0%		69%	70%	64%	69%	81%	57%	59%	61%	57%	50%	54%	31%	62%	49%	73%	67%	47%	53%	53%	57%	57%
66.9%		55%	65%	70%	65%	82%	82%	62%	58%	70%	50%	61%	67%	70%	80%	56%	70%	54%	56%	83%	76%	73%
84.2%		91%	87%	89%	82%	73%	87%	90%	81%	84%	86%	77%	82%	87%	84%	82%	89%	85%	87%	85%	75%	85%
60.8%		51%	66%	54%	53%	51%	82%	55%	60%	55%	49%	59%	81%	56%	81%	38%	60%	58%	76%	85%	59%	48%
78.7%		88%	80%	81%	81%	85%	82%	78%	72%	67%	88%	84%	68%	81%	68%	82%	77%	74%	71%	83%	88%	75%
86.0%		89%	89%	86%	74%	90%	91%	84%	83%	84%	90%	89%	89%	81%	75%	93%	87%	85%	89%	89%	80%	88%
71.8%		78%	65%	68%	67%	81%	80%	69%	77%	67%	81%	81%	87%	66%	77%	64%	63%	66%	58%	71%	76%	66%
85.8%		89%	92%	93%	92%	80%	75%	89%	90%	90%	90%	83%	62%	89%	91%	88%	90%	81%	91%	66%	93%	88%
81.2%		87%	88%	87%	88%	76%	89%	73%	88%	80%	86%	87%	87%	85%	74%	73%	85%	70%	60%	87%	68%	88%
80.3%		79%	77%	84%	77%	78%	73%	86%	80%	83%	83%	84%	93%	92%	79%	59%	64%	90%	90%	67%	88%	80%
70.4%		74%	62%	71%	69%	62%	69%	86%	77%	84%	73%	72%	87%	72%	71%	64%	67%	66%	74%	63%	51%	64%
85.9%		94%	91%	92%	94%	84%	76%	93%	91%	93%	91%	88%	76%	87%	88%	74%	87%	78%	78%	83%	88%	77%
80.0%		79%	88%	79%	80%	83%	86%	71%	79%	91%	72%	77%	72%	79%	80%	76%	88%	79%	68%	85%	86%	82%
82.1%		89%	90%	87%	77%	93%	78%	83%	91%	83%	78%	83%	79%	84%	79%	79%	77%	71%	81%	83%	74%	86%
90.1%		89%	92%	97%	97%	91%	94%	99%	98%	98%	83%	98%	91%	79%	80%	90%	88%	91%	97%	80%	76%	85%
85.0%		86%	87%	92%	78%	82%	92%	94%	90%	87%	75%	77%	87%	84%	76%	85%	90%	90%	73%	92%	83%	85%
83.2%		96%	85%	94%	91%	86%	81%	86%	89%	83%	94%	80%	60%	82%	81%	80%	86%	76%	67%	79%	83%	88%
82.8%		89%	90%	88%	88%	80%	74%	89%	89%	89%	88%	78%	71%	88%	79%	80%	87%	83%	80%	77%	78%	73%
66.3%		82%	57%	65%	81%	70%	55%	62%	64%	67%	84%	61%	57%	78%	57%	78%	72%	66%	64%	42%	58%	73%
74.1%		69%	76%	78%	72%	69%	62%	70%	69%	68%	77%	81%	72%	69%	72%	84%	75%	83%	74%	68%	84%	85%
54.2%		53%	53%	64%	66%	62%	57%	65%	61%	55%	50%	44%	38%	61%	53%	45%	57%	52%	63%	56%	37%	47%
83.2%		89%	83%	94%	87%	74%	73%	86%	90%	84%	91%	86%	82%	82%	82%	81%	89%	90%	72%	82%	72%	79%
83.1%		92%	82%	83%	87%	88%	68%	88%	89%	83%	90%	79%	88%	94%	62%	75%	86%	88%	84%	69%	83%	87%
69.6%		77%	53%	77%	77%	75%	45%	75%	76%	69%	87%	54%	71%	70%	64%	52%	84%	61%	75%	64%	72%	84%
88.7%		95%	91%	95%	92%	85%	88%	92%	90%	94%	91%	95%	78%	89%	82%	82%	94%	90%	87%	80%	82%	90%
60.1%		78%	66%	59%	77%	89%	48%	69%	64%	62%	61%	50%	31%	60%	57%	65%	66%	57%	43%	43%	63%	54%
74.8%		76%	79%	77%	78%	76%	86%	81%	86%	73%	73%	78%	72%	84%	75%	59%	73%	60%	62%	78%	73%	72%
81.1%		86%	83%	75%	89%	85%	58%	85%	83%	87%	91%	78%	83%	88%	69%	80%	92%	85%	74%	63%	84%	86%
76.7%		89%	78%	87%	86%	73%	54%	81%	79%	79%	80%	73%	76%	79%	64%	77%	84%	71%	75%	70%	74%	82%
82.3%		96%	88%	94%	95%	95%	73%	78%	88%	86%	97%	75%	74%	92%	69%	70%	82%	72%	69%	76%	69%	91%
84.4%		94%	90%	88%	81%	82%	90%	86%	86%	88%	91%	87%	82%	87%	90%	65%	89%	83%	65%	87%	95%	67%
82.2%		87%	82%	83%	89%	73%	82%	87%	77%	85%	85%	78%	88%	91%	83%	87%	92%	84%	70%	72%	69%	82%
83.3%		91%	87%	93%	93%	90%	63%	85%	88%	85%	90%	87%	85%	87%	73%	76%	88%	76%	75%	68%	84%	85%
74.5%		86%	83%	81%	91%	87%	49%	72%	79%	74%	79%	69%	76%	76%	54%	83%	82%	75%	79%	52%	60%	77%
76.2%		86%	81%	83%	83%	75%	76%	69%	78%	70%	80%	82%	66%	74%	70%	76%	82%	70%	68%	74%	83%	75%
76.5%		79%	76%	81%	79%	77%	70%	68%	75%	79%	80%	74%	84%	69%	73%	77%	82%	74%	83%	71%	73%	83%
84.4%		85%	74%	86%	87%	93%	86%	82%	83%	88%	93%	85%	85%	83%	87%	85%	85%	84%	79%	82%	74%	86%
81.3%		75%	85%	85%	83%	89%	86%	72%	88%	77%	80%	74%	87%	82%	89%	61%	86%	87%	81%	81%	77%	83%
81.3%		76%	89%	87%	86%	76%	75%	78%	88%	80%	83%	94%	84%	85%	70%	63%	84%	82%	78%	72%	89%	88%
88.0%		96%	91%	90%	88%	88%	80%	93%	95%	90%	93%	84%	85%	92%	80%	91%	90%	78%	85%	86%	91%	82%
71.5%		76%	76%	86%	87%	71%	63%	62%	64%	78%	82%	67%	55%	83%	57%	76%	77%	76%	77%	57%	54%	78%
81.2%		92%	80%	91%	83%	85%	86%	73%	78%	74%	88%	80%	65%	87%	83%	82%	83%	76%	67%	81%	87%	84%
79.0%		82%	73%	85%	84%	83%	81%	82%	87%	81%	81%	82%	70%	82%	78%	81%	79%	78%	67%	73%	77%	73%
79.7%		80%	82%	90%	85%	84%	85%	72%	82%	83%	78%	81%	73%	83%	82%	66%	80%	67%	72%	83%	86%	79%
84.5%		92%	90%	89%	88%	87%	58%	91%	90%	88%	88%	88%	91%	89%	77%	90%	94%	76%	68%	68%	79%	94%
79.1%		83%	82%	80%	81%	69%	76%	84%	76%	79%	82%	85%	82%	79%	81%	74%	80%	78%	71%	80%	85%	74%
80.9%		93%	83%	91%	81%	80%	77%	78%	83%	85%	84%	79%	84%	80%	83%	79%	76%	69%	69%	86%	78%	80%
87.5%		94%	87%	96%	88%	98%	83%	93%	94%	92%	81%	87%	83%	84%	82%	90%	90%	82%	78%	87%	73%	95%
84.2%		91%	90%	93%	91%	93%	81%	74%	89%	78%	86%	86%	65%	80%	89%	82%	86%	74%	73%	86%	88%	94%
71.9%		72%	79%	72%	66%	64%	78%	83%	82%	69%	66%	76%	74%	74%	70%	71%	56%	67%	67%	68%	78%	77%
86.6%		88%	86%	87%	91%	86%	92%	89%	87%	90%	81%	90%	75%	86%	87%	88%	85%	90%	77%	87%	91%	86%
78.3%		74%	79%	86%	81%	87%	88%	75%	85%	80%	77%	80%	70%	75%	84%	67%	79%	81%	57%	82%	84%	74%
84.0%		87%	86%	85%	85%	83%	85%	83%	82%	81%	85%	87%	90%	85%	82%	73%	88%	80%	88%	82%	88%	79%
69.3%		79%	69%	72%	83%	74%	80%	65%	76%	69%	59%	63%	64%	65%	79%	57%	64%	63%	57%	79%	68%	70%
79.8%		81%	88%	81%	80%	86%	81%	75%	69%	79%	87%	89%	70%	75%	81%	82%	82%	71%	69%	88%	84%	78%
67.2%		87%	70%	84%	88%	86%	87%	52%	78%	63%	57%	54%	66%	67%	54%	40%	70%	51%	39%	82%	82%	54%
85.7%		89%	87%	96%	87%	93%	80%	92%	77%	83%	85%	88%	85%	84%	72%	92%	88%	67%	95%	91%	79%	89%
79.0%		85%	76%	76%	74%	87%	56%	87%	78%	75%	87%	79%	70%	79%	74%	83%	84%	88%	78%	77%	82%	83%
46.3%		34%	33%	54%	36%	61%	61%	38%	39%	43%	36%	49%	52%	46%	71%	27%	37%	38%	70%	66%	46%	35%
72.8%		78%	82%	69%	69%	65%	60%	61%	68%	64%	70%	74%	68%	93%	89%	75%	62%	73%	70%	87%	84%	68%
83.5%		92%	87%	94%	92%	83%	72%	89%	87%	87%	92%	79%	75%	88%	80%	81%	94%	79%	69%	74%	76%	83%
68.4%		64%	71%	73%	67%	78%	83%	66%	65%	70%	60%	67%	67%	67%	67%	52%	65%	66%	80%	77%	71%	60%
76.4%		72%	55%	81%	78%	83%	84%	64%	76%	62%	64%	75%	86%	70%	85%	82%	81%	88%	76%	83%	87%	73%
74.6%		73%	84%	78%	83%	69%	70%	73%	71%	82%	75%	70%	69%	73%	73%	70%	84%	69%	69%	73%	73%	85%
85.2%		87%	85%	89%	86%	83%	84%	85%	84%	90%	82%	90%	78%	86%	89%	83%	83%	94%	83%	84%	80%	84%
74.6%		83%	76%	85%	85%	93%	51%	77%	56%	73%	87%	79%	45%	81%	64%	89%	84%	61%	78%	57%	82%	81%
80.4%		91%	86%	88%	78%	89%	79%	69%	75%	71%	86%	88%	78%	74%	86%	91%	87%	81%	65%	83%	76%	68%
71.7%		88%	70%	77%	86%	73%	71%	69%	83%	74%	86%	71%	73%	81%	65%	62%	77%	62%	62%	53%	55%	67%
87.0%		89%	81%	84%	91%	82%	75%	88%	92%	91%	94%	91%	96%	91%	70%	91%	95%	92%	88%	77%	77%	93%
65.7%		70%	79%	53%	63%	65%	59%	66%	60%	55%	50%	67%	41%	65%	63%	86%	68%	76%	74%	72%	74%	74%
84.3%		81%	82%	84%	82%	92%	86%	86%	77%	81%	87%	86%	85%	88%	85%	89%	82%	85%	91%	82%	81%	79%
87.5%		93%	93%	96%	91%	92%	71%	95%	92%	91%	96%	89%	62%	91%	88%	88%	95%	85%	69%	86%	88%	86%
88.6%		92%	89%	85%	85%	91%	79%	95%	92%	92%	96%	89%	87%	93%	83%	91%	87%	91%	69%	90%	89%	96%
76.4%		95%	81%	87%	94%	87%	42%	80%	84%	81%	83%	70%	66%	81%	57%	95%	87%	73%	68%	42%	72%	79%
67.9%		73%	71%	69%	81%	78%	49%	72%	57%	61%	89%	64%	56%	74%	68%	70%	74%	74%	77%	57%	62%	49%
77.9%		84%	80%	79%	80%	82%	70%	79%	86%	79%	83%	75%	44%	76%	75%	86%	83%	82%	76%	80%	79%	78%
84.4%		87%	80%	92%	89%	89%	81%	90%	89%	83%	86%	92%	83%	90%	79%	67%	76%	92%	92%	70%	87%	78%
73.0%		61%	73%	82%	62%	85%	88%	69%	79%	80%	62%	78%	85%	72%	88%	52%	51%	74%	68%	87%	77%	59%
82.4%		84%	86%	88%	88%	87%	63%	90%	82%	81%	88%	88%	62%	90%	84%	85%	85%	85%	85%	66%	79%	85%
70.5%		76%	74%	67%	69%	71%	62%	83%	66%	65%	57%	70%	50%	73%	73%	79%	75%	74%	65%	74%	79%	79%
85.7%		92%	86%	91%	82%	84%	89%	87%	86%	88%	91%	91%	81%	89%	89%	61%	90%	89%	64%	87%	94%	88%
87.2%		91%	83%	92%	93%	97%	87%	96%	82%	88%	93%	94%	69%	86%	89%	90%	86%	81%	88%	80%	74%	93%
74.8%		78%	71%	78%	77%	80%	93%	66%	76%	76%	69%	84%	62%	76%	76%	72%	69%	81%	67%	84%	66%	69%