DTeval

A Collective Intelligence Project

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Analysis: Gd4 C5 Dtef Global Dialogues Gd4 Country%3Akenya C5 - Run 8f9ca26...

Global Dialogues GD4 - Kenya (5 context Qs)

DTEF: Predict response distributions for Kenya. Source: Global Dialogues GD4 (https://github.com/collect-intel/global-dialogues)

TAGS:

Global Dialogues Gd4

Instruction Following & Prompt Adherence

Factual Accuracy & Hallucination

Social interaction

AI Safety & Robustness

Demographic & Local Knowledge

Best Models (Coverage)

1.Claude 3.7 Sonnet
83.0%
2.Claude Sonnet 4.5
79.8%
3.GPT 5.1
79.2%
4.GPT 4.1
78.9%
5.Claude Sonnet 4
77.8%

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Macro Coverage Overview

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

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Color Scale - Simplified View (Avg. Coverage)

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Not Met

	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 83.0%	7th 76.1%	5th 77.8%	2nd 79.8%	21st 65.6%	20th 67.0%	11th 74.7%	10th 75.6%	8th 76.0%	4th 78.9%	12th 73.0%	16th 70.1%	6th 76.3%	9th 75.9%	17th 68.5%	3rd 79.2%	19th 68.1%	13th 72.0%	14th 71.5%	18th 68.1%	15th 70.3%
55.0%		74%	50%	66%	75%	84%	29%	43%	70%	44%	63%	40%	31%	57%	44%	62%	58%	53%	65%	44%	43%	61%
61.9%		81%	61%	65%	65%	66%	44%	53%	58%	72%	87%	67%	53%	83%	63%	54%	80%	33%	49%	61%	57%	48%
73.0%		74%	77%	69%	68%	60%	76%	79%	76%	70%	63%	80%	73%	76%	73%	76%	71%	75%	73%	71%	73%	79%
82.5%		93%	80%	81%	94%	57%	81%	90%	86%	90%	92%	65%	71%	92%	88%	87%	88%	82%	94%	79%	63%	80%
69.6%		78%	75%	80%	67%	75%	57%	75%	70%	74%	64%	70%	77%	73%	67%	82%	67%	59%	52%	70%	76%	54%
65.9%		85%	69%	74%	78%	58%	61%	67%	68%	69%	84%	65%	48%	75%	80%	51%	88%	50%	53%	63%	36%	61%
61.0%		72%	80%	82%	71%	76%	56%	66%	57%	49%	53%	54%	52%	55%	54%	66%	61%	54%	52%	57%	52%	63%
73.4%		80%	83%	61%	64%	62%	64%	82%	84%	78%	81%	83%	58%	75%	77%	67%	73%	85%	78%	69%	58%	79%
76.2%		64%	82%	72%	72%	48%	80%	87%	76%	76%	84%	85%	76%	78%	75%	82%	81%	86%	80%	63%	66%	87%
69.0%		65%	71%	73%	73%	38%	78%	59%	55%	54%	67%	71%	90%	78%	85%	54%	70%	59%	68%	87%	89%	64%
68.2%		82%	66%	71%	85%	60%	58%	60%	62%	80%	89%	55%	70%	61%	75%	59%	83%	53%	84%	64%	48%	68%
78.1%		89%	70%	86%	94%	81%	63%	92%	89%	88%	85%	65%	92%	84%	83%	60%	88%	68%	85%	60%	60%	58%
75.6%		86%	78%	74%	90%	67%	77%	71%	76%	90%	83%	64%	77%	77%	72%	53%	76%	72%	93%	72%	67%	73%
61.4%		76%	78%	86%	66%	63%	50%	63%	52%	52%	71%	62%	45%	49%	53%	52%	76%	45%	44%	63%	63%	80%
56.4%		48%	51%	59%	47%	9%	57%	59%	57%	44%	47%	67%	72%	54%	76%	48%	57%	53%	61%	79%	57%	83%
79.7%		90%	89%	86%	90%	56%	69%	93%	79%	92%	87%	89%	70%	94%	84%	89%	91%	83%	47%	74%	79%	42%
67.6%		78%	68%	74%	78%	78%	65%	68%	68%	63%	73%	68%	59%	69%	57%	62%	78%	57%	62%	65%	68%	61%
71.0%		80%	73%	77%	71%	58%	66%	81%	71%	76%	67%	76%	81%	66%	46%	56%	71%	56%	79%	85%	86%	68%
77.3%		76%	82%	72%	69%	52%	81%	75%	63%	74%	63%	85%	75%	75%	86%	88%	69%	87%	85%	84%	94%	89%
65.6%		70%	66%	69%	64%	62%	58%	71%	66%	66%	70%	58%	62%	69%	67%	61%	66%	67%	68%	75%	62%	61%
73.8%		79%	78%	81%	76%	69%	65%	78%	77%	79%	73%	80%	55%	74%	88%	55%	77%	65%	70%	85%	90%	55%
87.2%		91%	95%	89%	89%	82%	90%	80%	84%	93%	87%	93%	80%	83%	86%	92%	96%	79%	76%	92%	91%	84%
63.1%		92%	54%	66%	81%	52%	65%	71%	71%	79%	93%	50%	49%	81%	69%	52%	80%	46%	49%	27%	26%	72%
71.3%		84%	78%	68%	64%	79%	59%	75%	63%	70%	65%	86%	83%	72%	59%	63%	75%	74%	70%	58%	74%	78%
75.3%		87%	77%	77%	78%	75%	64%	65%	67%	82%	80%	81%	84%	80%	85%	65%	77%	77%	71%	78%	71%	60%
78.0%		88%	78%	77%	82%	84%	89%	79%	71%	71%	80%	78%	84%	78%	79%	74%	76%	70%	74%	78%	69%	79%
66.7%		74%	46%	71%	74%	73%	56%	66%	83%	72%	70%	54%	68%	57%	66%	49%	77%	80%	64%	58%	61%	82%
76.5%		89%	76%	72%	95%	67%	49%	74%	95%	86%	89%	66%	74%	75%	72%	67%	88%	81%	87%	49%	60%	95%
74.4%		89%	70%	85%	87%	80%	66%	83%	85%	80%	83%	70%	78%	81%	74%	70%	80%	61%	63%	60%	62%	56%
70.3%		84%	81%	86%	85%	55%	43%	67%	77%	67%	86%	60%	65%	75%	64%	53%	82%	60%	75%	67%	73%	72%
75.1%		85%	81%	87%	87%	49%	73%	77%	76%	76%	85%	76%	61%	90%	88%	65%	88%	63%	85%	81%	40%	64%
83.2%		97%	94%	59%	93%	93%	77%	87%	91%	89%	84%	94%	97%	97%	97%	49%	75%	79%	80%	94%	59%	62%
64.0%		80%	71%	60%	79%	80%	57%	63%	76%	78%	74%	58%	49%	59%	61%	60%	72%	56%	66%	42%	46%	57%
65.8%		77%	67%	71%	65%	72%	53%	76%	71%	79%	73%	72%	55%	79%	65%	76%	69%	40%	61%	59%	51%	51%
81.6%		90%	84%	87%	94%	81%	77%	79%	75%	86%	86%	77%	77%	85%	90%	55%	91%	56%	90%	87%	74%	93%
73.5%		87%	79%	86%	89%	52%	76%	80%	77%	77%	88%	58%	59%	89%	93%	56%	90%	63%	62%	82%	40%	60%
69.4%		84%	70%	57%	72%	67%	77%	67%	82%	68%	81%	53%	71%	68%	71%	44%	76%	71%	74%	65%	65%	74%
72.1%		76%	68%	59%	60%	72%	87%	67%	72%	64%	72%	72%	83%	64%	83%	69%	78%	67%	66%	80%	81%	75%
65.1%		85%	68%	74%	83%	64%	60%	66%	67%	70%	79%	63%	45%	75%	79%	54%	82%	48%	53%	63%	34%	56%
64.8%		71%	50%	64%	57%	57%	81%	50%	70%	58%	64%	57%	90%	50%	83%	82%	82%	50%	44%	79%	61%	61%
78.4%		85%	81%	83%	82%	54%	69%	86%	76%	84%	83%	84%	64%	86%	80%	82%	83%	71%	82%	72%	83%	77%
82.7%		88%	95%	87%	92%	38%	84%	96%	95%	94%	80%	84%	93%	76%	76%	84%	91%	85%	72%	60%	79%	88%
66.1%		82%	68%	70%	73%	92%	48%	63%	67%	59%	78%	49%	66%	61%	79%	63%	70%	76%	54%	55%	58%	57%
78.3%		77%	76%	76%	69%	75%	85%	90%	88%	85%	72%	73%	89%	82%	82%	76%	75%	76%	67%	78%	80%	73%
80.6%		85%	88%	93%	87%	67%	72%	75%	86%	85%	79%	81%	82%	86%	81%	65%	85%	76%	87%	78%	76%	79%
75.9%		82%	83%	78%	87%	10%	64%	78%	80%	75%	86%	89%	55%	83%	78%	82%	83%	74%	83%	85%	80%	79%
75.1%		77%	80%	76%	74%	77%	77%	76%	80%	79%	68%	80%	87%	69%	72%	72%	72%	64%	65%	81%	77%	74%
60.4%		68%	62%	100%	91%	53%	42%	57%	56%	46%	86%	53%	46%	66%	66%	46%	68%	54%	49%	53%	46%	60%
87.9%		87%	90%	95%	86%	85%	91%	74%	87%	91%	85%	94%	82%	89%	97%	92%	92%	78%	87%	96%	87%	80%
82.6%		93%	92%	92%	83%	76%	77%	89%	73%	87%	84%	87%	78%	91%	79%	79%	83%	81%	76%	77%	81%	76%
84.3%		74%	95%	83%	70%	92%	87%	76%	71%	77%	75%	92%	75%	83%	92%	90%	90%	92%	81%	91%	90%	94%
69.0%		84%	72%	80%	87%	10%	67%	65%	83%	81%	87%	60%	68%	78%	70%	49%	63%	66%	81%	59%	64%	75%
64.2%		82%	68%	71%	92%	65%	43%	52%	71%	73%	79%	57%	39%	72%	46%	42%	70%	65%	88%	61%	54%	58%
71.2%		89%	73%	71%	63%	56%	63%	70%	71%	74%	83%	77%	70%	74%	72%	77%	87%	77%	50%	76%	61%	61%
80.0%		92%	66%	93%	93%	86%	70%	71%	85%	82%	88%	81%	88%	86%	82%	55%	87%	97%	70%	73%	73%	61%
77.4%		92%	74%	80%	96%	51%	54%	84%	85%	92%	92%	85%	42%	58%	69%	87%	95%	79%	77%	61%	80%	92%
64.7%		73%	60%	72%	65%	36%	57%	76%	79%	67%	60%	71%	36%	60%	68%	67%	89%	61%	75%	58%	64%	64%
78.1%		89%	81%	77%	85%	60%	81%	71%	81%	91%	83%	74%	51%	78%	86%	70%	86%	83%	92%	76%	76%	70%
66.7%		88%	73%	74%	81%	69%	53%	74%	70%	77%	87%	76%	53%	80%	62%	64%	79%	40%	57%	49%	60%	35%
75.9%		70%	86%	85%	71%	44%	78%	79%	77%	69%	69%	79%	88%	77%	74%	74%	76%	75%	71%	89%	85%	77%
77.9%		82%	84%	81%	74%	35%	79%	86%	78%	77%	71%	77%	82%	82%	90%	66%	72%	83%	78%	89%	85%	85%
61.8%		77%	68%	78%	79%	82%	42%	53%	51%	62%	72%	48%	60%	71%	44%	52%	73%	54%	81%	48%	52%	50%
85.4%		88%	91%	87%	88%	75%	88%	83%	89%	87%	97%	84%	75%	91%	71%	90%	91%	68%	64%	98%	88%	100%
71.8%		85%	71%	71%	80%	52%	65%	69%	69%	85%	81%	65%	64%	73%	81%	68%	88%	61%	83%	72%	45%	80%
68.0%		90%	60%	83%	84%	56%	73%	72%	71%	71%	88%	60%	40%	85%	90%	70%	89%	56%	49%	46%	32%	63%
74.6%		80%	74%	75%	73%	57%	59%	85%	86%	93%	84%	66%	59%	78%	75%	79%	77%	63%	61%	77%	78%	88%
76.8%		94%	80%	77%	92%	82%	51%	87%	89%	87%	93%	63%	85%	79%	62%	64%	94%	68%	93%	54%	68%	51%
75.9%		91%	80%	77%	77%	65%	75%	78%	80%	86%	74%	78%	66%	78%	86%	75%	81%	68%	65%	71%	81%	61%
70.2%		75%	72%	67%	69%	66%	78%	75%	66%	10%	76%	85%	80%	77%	76%	75%	72%	72%	63%	75%	73%	73%
62.8%		62%	77%	86%	78%	72%	48%	60%	43%	50%	64%	72%	63%	66%	64%	51%	66%	54%	72%	61%	62%	48%
83.6%		86%	93%	85%	86%	75%	76%	91%	77%	79%	91%	90%	76%	90%	89%	74%	82%	79%	83%	89%	71%	93%
84.0%		89%	87%	85%	81%	71%	78%	87%	93%	91%	91%	92%	80%	93%	86%	70%	82%	85%	83%	78%	77%	84%
82.8%		90%	95%	88%	86%	38%	77%	81%	95%	95%	76%	83%	81%	91%	88%	82%	78%	90%	94%	80%	74%	77%
70.8%		71%	81%	70%	74%	70%	71%	83%	76%	72%	67%	68%	62%	69%	70%	61%	67%	58%	63%	78%	85%	71%
76.0%		94%	86%	87%	90%	50%	79%	75%	76%	86%	89%	68%	75%	71%	87%	53%	86%	66%	85%	76%	54%	63%
79.5%		82%	84%	85%	74%	48%	93%	86%	82%	84%	59%	92%	90%	72%	90%	74%	79%	72%	67%	86%	94%	76%
86.0%		92%	90%	95%	85%	72%	72%	91%	88%	91%	77%	88%	90%	97%	94%	86%	83%	66%	72%	95%	96%	86%
72.9%		89%	78%	83%	91%	70%	51%	73%	64%	67%	79%	65%	70%	76%	69%	64%	80%	87%	80%	64%	67%	64%
66.0%		82%	68%	72%	85%	52%	61%	58%	61%	69%	83%	58%	64%	67%	72%	68%	73%	58%	57%	55%	48%	76%
80.4%		89%	71%	89%	80%	78%	72%	79%	88%	88%	88%	88%	79%	82%	85%	64%	84%	88%	92%	87%	63%	55%
84.1%		90%	89%	81%	81%	93%	72%	79%	89%	84%	98%	87%	92%	88%	89%	77%	88%	86%	83%	75%	85%	61%
78.0%		92%	75%	88%	92%	71%	54%	87%	85%	76%	89%	66%	88%	76%	71%	67%	95%	78%	82%	63%	56%	87%
77.9%		90%	81%	90%	89%	55%	56%	84%	90%	79%	89%	79%	63%	81%	67%	83%	86%	79%	75%	70%	67%	83%
82.8%		95%	85%	88%	87%	81%	80%	92%	78%	88%	77%	84%	77%	79%	90%	74%	80%	61%	83%	84%	88%	87%
79.3%		83%	75%	85%	76%	83%	77%	83%	82%	81%	78%	84%	59%	87%	85%	80%	82%	80%	69%	86%	69%	82%
68.5%		83%	67%	71%	80%	69%	61%	62%	66%	63%	80%	57%	69%	71%	76%	69%	82%	56%	83%	67%	42%	64%
77.6%		91%	84%	85%	77%	77%	76%	74%	75%	77%	76%	81%	81%	78%	88%	59%	76%	71%	77%	86%	79%	62%
70.9%		71%	72%	73%	68%	76%	66%	67%	67%	72%	70%	71%	76%	69%	72%	69%	71%	65%	73%	76%	74%	71%
73.4%		84%	83%	85%	84%	78%	62%	68%	84%	80%	81%	80%	50%	82%	74%	52%	84%	40%	51%	85%	81%	74%
56.0%		92%	66%	66%	78%	42%	43%	48%	47%	49%	76%	45%	98%	45%	45%	59%	60%	54%	47%	45%	39%	33%
72.6%		78%	61%	66%	79%	86%	47%	75%	65%	83%	83%	63%	74%	76%	62%	71%	80%	74%	91%	72%	65%	73%
73.4%		80%	90%	87%	57%	80%	47%	70%	74%	89%	78%	90%	65%	65%	62%	82%	84%	82%	47%	66%	67%	80%
53.6%		87%	64%	66%	95%	10%	48%	44%	41%	66%	78%	41%	37%	69%	64%	35%	39%	38%	51%	67%	66%	20%
79.9%		89%	87%	83%	87%	85%	58%	83%	87%	84%	84%	76%	90%	83%	72%	65%	91%	72%	90%	57%	65%	90%
68.5%		63%	73%	75%	69%	35%	85%	77%	66%	65%	52%	66%	66%	64%	76%	73%	66%	65%	81%	80%	82%	59%
80.4%		94%	76%	80%	93%	73%	70%	82%	92%	89%	93%	75%	72%	88%	92%	72%	88%	84%	88%	79%	47%	61%
77.4%		81%	83%	87%	87%	37%	88%	76%	87%	73%	73%	83%	72%	85%	83%	84%	75%	48%	79%	86%	82%	76%
77.9%		83%	74%	79%	74%	35%	95%	88%	81%	85%	55%	79%	91%	80%	91%	67%	76%	85%	72%	87%	93%	65%
77.3%		86%	86%	83%	84%	57%	56%	84%	76%	88%	83%	88%	66%	87%	90%	87%	87%	49%	75%	70%	88%	53%
80.4%		90%	78%	84%	90%	87%	82%	86%	88%	89%	88%	68%	86%	83%	89%	67%	91%	90%	75%	63%	63%	52%
70.4%		69%	76%	74%	74%	23%	76%	60%	55%	65%	70%	74%	89%	73%	83%	63%	63%	74%	86%	78%	83%	70%
65.7%		75%	60%	71%	89%	78%	47%	70%	76%	72%	66%	59%	38%	45%	75%	47%	67%	46%	79%	75%	75%	70%
83.5%		90%	87%	87%	92%	87%	81%	78%	79%	76%	88%	77%	92%	80%	85%	89%	84%	70%	76%	85%	85%	85%
75.5%		88%	86%	80%	86%	82%	46%	59%	80%	67%	90%	79%	49%	80%	71%	78%	92%	81%	79%	64%	65%	83%
73.3%		87%	73%	76%	84%	87%	52%	81%	77%	77%	84%	70%	89%	77%	64%	64%	78%	66%	76%	57%	61%	59%
79.5%		88%	65%	65%	86%	78%	71%	85%	87%	87%	90%	89%	69%	77%	77%	91%	81%	77%	59%	69%	90%	88%
82.0%		84%	78%	76%	75%	63%	79%	86%	91%	84%	84%	90%	77%	90%	81%	86%	88%	83%	80%	77%	86%	84%
59.8%		83%	62%	59%	79%	80%	37%	69%	61%	67%	82%	66%	49%	71%	59%	63%	75%	22%	34%	52%	59%	26%
69.0%		65%	66%	67%	67%	81%	77%	83%	81%	66%	66%	78%	52%		88%	60%	66%	68%	54%	67%	67%	60%
70.7%		86%	72%	69%	82%	64%	68%	67%	74%	75%	80%	67%	66%	73%	59%	71%	70%	87%	74%	56%	50%	74%
81.4%		82%	80%	80%	80%	85%	77%	80%	85%	87%	81%	86%	78%	81%	85%	80%	82%	79%	82%	82%	76%	82%
65.4%		91%	68%	65%	88%	90%	42%	71%	74%	71%	86%	49%	42%	72%	51%	64%	68%	50%	87%	46%	26%	73%
85.1%		88%	77%	83%	81%	87%	83%	89%	88%	84%	87%	88%	84%	88%	89%	87%	88%	80%	87%	84%	81%	85%
77.3%		90%	78%	79%	84%	55%	74%	72%	73%	88%	87%	73%	79%	80%	87%	81%	95%	65%	80%	75%	47%	81%
90.1%		97%	89%	90%	90%	98%	80%	84%	94%	84%	96%	94%	83%	96%	83%	93%	96%	86%	82%	96%	88%	94%
83.2%		87%	90%	88%	72%	91%	80%	84%	77%	80%	69%	83%	86%	86%	89%	75%	94%	77%	65%	93%	93%	89%