DTeval

A Collective Intelligence Project

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Analysis: Gd4 Dtef Global Dialogues Gd4 Country%3Akenya - Run 06638e0...

Global Dialogues GD4 - Kenya

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

AI Safety & Robustness

Social interaction

Economics & Finance

General Knowledge

Best Models (Coverage)

1.Claude 3.7 Sonnet
79.6%
2.GPT 4.1
78.2%
3.Claude Sonnet 4.5
77.3%
4.Gemini 2.5 Flash
75.6%
5.GPT 5.1
75.5%

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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 79.6%	12th 73.5%	7th 75.5%	3rd 77.3%	4th 75.6%	19th 67.2%	10th 73.5%	11th 73.5%	9th 73.7%	2nd 78.2%	8th 73.9%	13th 72.8%	6th 75.5%	14th 72.0%	15th 71.6%	5th 75.5%	21st 66.7%	17th 68.9%	18th 68.8%	16th 70.2%	20th 66.8%
51.5%		67%	55%	60%	66%	53%	27%	44%	55%	50%	67%	48%	53%	52%	48%	47%	62%	40%	60%	43%	43%	41%
73.5%		73%	70%	73%	77%	89%		60%	55%	74%	86%	78%	73%	78%	68%	81%	91%	63%	72%	59%	79%	71%
74.2%		80%	75%	75%	77%	83%	77%	75%	82%	74%	72%	77%	73%	74%	73%	70%	71%	74%	62%	69%	75%	71%
80.4%		85%	79%	83%	83%	77%	77%	87%	85%	86%	92%	68%	79%	76%	79%	74%	81%	76%	87%	77%	81%	76%
71.2%		78%	81%	75%	80%	73%		71%	72%	73%	66%	70%	75%	70%	70%	75%	68%	56%	53%	75%	73%	71%
74.2%		84%	73%	76%	84%	78%		80%	67%	74%	88%	70%	86%	82%	73%	57%	86%	60%	85%	62%	47%	72%
29.2%		34%	34%	29%	32%	30%	21%	26%	26%	24%	31%	44%	15%	29%	40%	48%	29%	21%	41%	26%	26%	8%
80.8%		85%	85%	86%	83%	85%	75%	82%	82%	81%	87%	86%	79%	82%	67%	79%	77%	79%	86%	59%	86%	86%
72.2%		81%	76%	75%	76%	80%	82%	84%	78%	74%	83%	84%	84%	80%	70%	59%	24%	78%	77%	66%	85%	20%
68.6%		63%	67%	52%	51%	50%	75%	66%	76%	52%	72%	87%	81%	85%	89%	38%	59%	75%	56%	87%	92%	68%
72.1%		84%	66%	70%	74%	92%		74%	77%	74%	87%	64%	80%	71%	66%	81%	77%	53%	54%	59%	63%	76%
76.2%		81%	73%	90%	93%	85%	57%	80%	81%	80%	91%	63%	87%	83%	77%	55%	84%	70%	78%	62%	62%	68%
72.2%		87%	78%	78%	77%	81%	67%	68%	75%	73%	86%	67%	72%	72%	67%	71%	84%	56%	64%	59%	65%	70%
58.7%		64%	64%	64%	66%	69%	50%	64%	45%	56%	63%	52%	49%	62%	49%	47%	73%	53%	49%	64%	63%	66%
66.0%		59%	67%	73%	68%	53%	73%	55%	74%	60%	60%	64%	79%	70%	74%	58%	62%	63%	72%	86%	61%	54%
87.3%		95%	89%	88%	92%	86%	77%	95%	80%	92%	99%	91%	66%	88%	80%	93%	97%	86%	88%	77%	84%	90%
59.6%		69%	60%	69%	74%	69%	42%	60%	63%	63%	65%	60%	48%	60%	48%	53%	68%	54%	58%	45%	64%	59%
85.4%		92%	83%	87%	86%	87%	87%	89%	89%	90%	84%	87%	87%	93%	80%	85%	79%	81%	75%	85%	87%	80%
82.6%		92%	87%	83%	87%	77%	83%	74%	76%	86%	63%	87%	83%	78%	88%	91%	82%	87%	84%	82%	79%	85%
65.9%		72%	71%	66%	64%	66%	56%	69%	70%	57%	68%	66%	71%	66%	67%	70%	67%	57%	70%	64%	64%	63%
86.3%		93%	89%	84%	89%	92%	86%	83%	85%	86%	86%	94%	90%	91%	80%	77%	92%	88%	92%	79%	80%	77%
88.8%		89%	94%	88%	88%	87%	89%	97%	86%	93%	89%	93%	83%	84%	89%	84%	92%	94%	96%	84%	81%	84%
73.0%		88%	76%	79%	84%	88%		76%	57%	77%	91%	60%	85%	76%	76%	48%	88%	62%	62%	64%	48%	76%
76.5%		89%	78%	83%	78%	85%	66%	86%	69%	75%	74%	70%	66%	77%	59%	90%	81%	87%	64%	64%	82%	84%
75.0%		80%	72%	80%	81%	67%	78%	69%	68%	78%	75%	82%	67%	75%	82%	78%	75%	73%	73%	74%	82%	65%
33.8%		34%	37%	30%	45%	42%	32%	32%	42%	37%	45%	44%	26%	34%	44%	28%	28%	22%	24%	41%	32%	10%
67.7%		72%	56%	72%	77%	75%	64%	58%	76%	65%	79%	69%	73%	72%	53%	49%	75%	73%	68%	56%	66%	74%
64.2%		81%	61%	66%	82%	66%	35%	58%	66%	66%	92%	55%	75%	69%	57%	51%	84%	54%	63%	57%	55%	55%
66.7%		82%	64%	72%	74%	73%	49%	81%	79%	68%	81%	64%	66%	77%	62%	61%	80%	57%	64%	50%	51%	45%
69.1%		77%	74%	75%	86%	80%	41%	63%	75%	69%	82%	64%	63%	71%	66%	71%	82%	50%	68%	52%	67%	76%
81.0%		94%	84%	91%	90%	90%		89%	71%	84%	90%	79%	88%	88%	84%	71%	90%	63%	53%	77%	59%	84%
82.0%		81%	75%	87%	79%	91%	81%	73%	97%	80%	68%	79%	91%	92%	92%	62%	70%	92%	74%	95%	84%	79%
57.2%		65%	56%	59%	57%	68%	53%	67%	46%	72%	62%	55%	53%	67%	51%	62%	66%	50%	51%	43%	50%	48%
73.2%		79%	73%	68%	76%	83%	69%	85%	74%	80%	79%	73%	63%	74%	64%	79%	83%	64%	62%	63%	66%	80%
86.6%		89%	93%	90%	95%	80%	88%	93%	92%	86%	77%	90%	90%	88%	90%	87%	79%	48%	95%	80%	94%	94%
83.7%		96%	79%	88%	93%	93%		86%	70%	85%	96%	78%	92%	90%	84%	75%	91%	72%	81%	74%	57%	93%
71.7%		81%	68%	81%	82%	72%	75%	87%	72%	72%	68%	84%	75%	78%	71%	78%	72%	56%	60%	66%	65%	43%
66.5%		69%	55%	68%	59%	66%	77%	53%	69%	51%	65%	62%	74%	60%	75%	82%	71%	59%	57%	82%	76%	67%
71.5%		82%	69%	76%	83%	84%	64%	76%	66%	71%	82%	67%	79%	81%	79%	80%	81%	41%	63%	62%	46%	70%
55.4%		61%	50%	56%	57%	57%	59%	40%	61%	48%	54%	56%	64%	55%	61%	64%	64%	45%	45%	71%	43%	53%
85.4%		89%	88%	88%	85%	80%	76%	85%	86%	91%	87%	88%	75%	92%	90%	90%	87%	85%	82%	78%	85%	87%
78.0%		83%	83%	66%	66%	88%	80%	79%	79%	88%	86%	72%	93%	82%	74%	64%	67%	91%	78%	81%	85%	53%
82.7%		86%	91%	93%	96%	92%	60%	83%	78%	85%	92%	83%	78%	83%	59%	94%	93%	74%	88%	54%	83%	92%
80.8%		81%	79%	78%	72%	76%	90%	81%	88%	86%	83%	82%	81%	84%	85%	89%	74%	72%	82%	83%	67%	84%
83.2%		91%	85%	90%	92%	75%		81%	78%	85%	80%	86%	78%	88%	85%	85%	84%	86%	76%	78%	85%	76%
81.4%		89%	83%	84%	85%	81%		76%	83%	82%	83%	86%	64%	79%	76%	87%	83%	81%	80%	85%	84%	76%
76.6%		75%	88%	74%	77%	74%	80%	76%	83%	77%	72%	79%	79%	74%	74%	80%	70%	73%	71%	77%	78%	77%
57.2%		57%	53%	58%	58%	63%		56%	57%	57%	73%	53%	47%	58%	66%	53%	66%	57%	49%	74%	46%	43%
90.2%		91%	92%	94%	83%	83%	94%	95%	92%	94%	91%	91%	86%	92%	87%	90%	90%	96%	87%	86%	94%	87%
79.7%		88%	83%	92%	83%	77%	69%	86%	92%	87%	81%	83%	78%	84%	80%	72%	87%	76%	73%	68%	70%	65%
86.5%		88%	92%	85%	79%	91%	86%	89%	82%	77%	91%	90%	70%	89%	92%	88%	92%	88%	90%	84%	88%	86%
65.6%		70%	67%	63%	65%	74%	64%	54%	75%	75%	74%	70%	81%	61%	58%	48%	69%	48%	61%	74%	77%	50%
48.0%		59%	43%	42%	52%	60%	49%	34%	41%	49%	62%	55%	48%	42%	48%	47%	53%	48%	31%	49%	56%	39%
78.6%		91%	78%	82%	82%	86%	65%	86%	67%	80%	91%	84%	60%	84%	72%	95%	84%	71%	56%	69%	73%	94%
76.3%		93%	72%	93%	94%	64%	55%	78%	82%	76%	90%	77%	80%	88%	75%	63%	93%	65%	73%	73%	57%	62%
80.1%		83%	73%	79%	91%	86%	66%	76%	76%	82%	95%	75%	76%	77%	73%	81%	92%	70%	90%	68%	86%	87%
59.6%		73%	58%	66%	71%	41%	52%	58%	64%	58%	67%	61%	55%	62%	74%	60%	50%	56%	64%	77%	50%	34%
82.5%		86%	82%	85%	84%	88%	73%	79%	85%	92%	91%	78%	86%	82%	86%	85%	89%	67%	80%	77%	80%	77%
73.7%		83%	73%	65%	83%	92%	67%	88%	78%	74%	83%	74%	60%	80%	62%	84%	85%	64%	53%	52%	73%	74%
83.2%		82%	85%	84%	85%	70%	85%	80%	85%	84%	71%	84%	87%	87%	87%	79%	82%	88%	86%	87%	84%	85%
83.3%		87%	88%	85%	74%	75%	85%	86%	88%	79%	76%	87%	82%	90%	81%	78%	82%	91%	85%	77%	86%	88%
60.7%		79%	63%	72%	76%	65%	36%	55%	63%	62%	74%	48%	63%	68%	52%	52%	74%	56%	69%	47%	47%	53%
85.1%		92%	91%	86%	88%	84%	88%	84%	85%	87%	87%	85%	76%	92%	70%	88%	87%	87%	79%	84%	84%	84%
79.6%		87%	75%	82%	79%	84%		79%	70%	86%	86%	81%	81%	81%	81%	85%	84%	77%	72%	65%	68%	89%
77.0%		95%	68%	87%	90%	83%		77%	65%	85%	96%	79%	71%	87%	71%	94%	94%	52%	59%	74%	55%	58%
70.1%		78%	64%	75%	81%	88%	50%	88%	78%	86%	82%	69%	59%	74%	59%	68%	86%	37%	49%	51%	76%	75%
72.2%		80%	75%	77%	82%	95%	42%	70%	89%	75%	91%	66%	76%	71%	53%	73%	91%	52%	71%	56%	63%	68%
74.9%		84%	79%	77%	77%	69%	74%	75%	73%	68%	69%	77%	71%	73%	76%	84%	68%	66%	76%	85%	81%	71%
68.5%		75%	70%	69%	64%	68%	74%	76%	72%	70%	74%	74%	73%	73%	78%	79%	76%	69%	59%	75%	10%	60%
71.6%		85%	77%	86%	82%	76%	62%	60%	72%	71%	70%	70%	63%	64%	64%	80%	78%	61%	70%	68%	70%	74%
73.5%		83%	75%	76%	82%	77%	66%	79%	76%	69%	77%	76%	80%	80%	70%	90%	71%	74%	70%	66%	66%	41%
79.0%		83%	85%	82%	84%	79%	92%	82%	80%	71%	89%	91%	84%	87%	84%	58%	83%	85%	51%	81%	81%	48%
88.4%		93%	85%	90%	88%	87%	83%	90%	96%	85%	93%	84%	88%	87%	88%	92%	89%	85%	89%	84%	90%	90%
61.6%		52%	60%	61%	56%	63%	75%	76%	63%	63%	63%	71%	78%	57%	73%	49%	44%	45%	52%	83%	79%	30%
83.5%		91%	82%	87%	90%	86%	76%	89%	89%	87%	89%	85%	84%	81%	81%	89%	88%	80%	68%	79%	72%	80%
84.0%		84%	88%	89%	89%	84%	89%	90%	87%	78%	76%	90%	81%	86%	86%	75%	73%	80%	78%	86%	92%	84%
90.5%		88%	95%	94%	97%	91%	79%	93%	89%	94%	95%	88%	92%	92%	92%	82%	96%	88%	86%	93%	95%	81%
74.9%		90%	83%	83%	84%	87%	51%	73%	79%	68%	86%	72%	76%	77%	77%	81%	87%	64%	62%	56%	67%	70%
73.6%		81%	71%	76%	74%	86%		72%	73%	72%	87%	69%	77%	68%	64%	88%	75%	60%	74%	64%	63%	78%
81.6%		93%	78%	96%	90%	76%	68%	86%	82%	80%	89%	90%	78%	93%	78%	69%	94%	71%	86%	84%	64%	68%
83.1%		89%	89%	81%	81%	80%	87%	73%	74%	84%	84%	89%	93%	91%	87%	79%	77%	79%	85%	89%	91%	64%
77.6%		91%	79%	77%	87%	79%	60%	82%	90%	82%	90%	68%	89%	82%	77%	60%	90%	71%	80%	64%	56%	75%
75.9%		83%	79%	79%	86%	79%	61%	84%	87%	71%	83%	77%	68%	81%	65%	80%	82%	65%	79%	60%	70%	74%
80.9%		78%	84%	84%	83%	80%	88%	87%	85%	82%	79%	86%	71%	77%	81%	77%	76%	74%	85%	77%	89%	75%
83.0%		91%	84%	91%	89%	86%	76%	89%	81%	87%	80%	81%	76%	86%	84%	84%	84%	77%	76%	76%	77%	88%
72.0%		88%	61%	71%	72%	74%	61%	73%	62%	70%	89%	69%	82%	72%	68%	82%	80%	58%	83%	57%	65%	76%
78.7%		77%	82%	87%	86%	74%		71%	73%	80%	78%	86%	80%	80%	84%	77%	73%	72%	72%	87%	82%	72%
77.2%		84%	76%	77%	77%	81%	67%	71%	74%	80%	75%	80%	70%	81%	77%	84%	81%	83%	76%	73%	76%	78%
74.4%		86%	84%	87%	86%	81%		76%	86%	75%	75%	80%	46%	82%	70%	78%	84%	83%	60%	0%	85%	84%
43.5%		58%	45%	45%	45%	46%	34%	39%	39%	42%	48%	45%	39%	49%	45%	45%	42%	47%	42%	51%	40%	27%
68.8%		77%	66%	72%	70%	64%	59%	76%	58%	65%	78%	55%	62%	71%	62%	82%	76%	73%	75%	60%	75%	68%
52.4%		52%	43%	50%	51%	64%	46%	37%	61%	50%	58%	63%	59%	53%	59%	33%	29%	44%	72%	66%	67%	43%
31.8%		43%	36%	33%	34%	24%	29%	26%	29%	30%	45%	34%	35%	39%	39%	22%	23%	23%	18%	66%	25%	14%
75.1%		92%	88%	71%	91%	71%	52%	85%	83%	81%	91%	74%	71%	82%	70%	63%	95%	59%	78%	56%	56%	68%
76.1%		71%	79%	73%	73%	76%	87%	77%	78%	76%	62%	79%	76%	72%	73%	64%	73%	83%	85%	80%	73%	88%
83.2%		88%	89%	94%	94%	79%	85%	89%	84%	84%	91%	93%	87%	97%	87%	65%	61%	80%	89%	79%	87%	46%
79.5%		80%	75%	85%	83%	78%	93%	81%	87%	73%	81%	81%	81%	81%	84%	87%	70%	84%	48%	73%	88%	76%
80.6%		83%	86%	83%	75%	80%	93%	80%	80%	70%	68%	89%	85%	77%	84%	76%	72%	85%	75%	86%	86%	80%
81.7%		90%	90%	83%	87%	83%		86%	65%	88%	89%	87%	79%	88%	83%	42%	92%	79%	69%	76%	89%	89%
85.8%		84%	90%	88%	90%	85%	91%	88%	90%	92%	81%	83%	87%	89%	90%	82%	90%	76%	90%	83%	77%	75%
74.0%		79%	75%	75%	75%	80%	88%	83%	77%	86%	76%	86%	81%	73%	87%	52%	53%	65%	67%	80%	83%	34%
70.7%		80%	63%	76%	81%	77%	60%	66%	69%	68%	86%	67%	80%	69%	59%	68%	81%	64%	75%	62%	74%	59%
27.4%		33%	33%	27%	27%	37%	17%	19%	37%	22%	29%	36%	21%	26%	29%	39%	24%	25%	23%	36%	26%	10%
73.6%		88%	76%	76%	82%	80%	54%	60%	81%	70%	82%	76%	80%	77%	81%	74%	82%	72%	61%	59%	76%	59%
75.6%		92%	69%	78%	94%	80%	56%	77%	84%	74%	86%	73%	76%	80%	73%	67%	81%	62%	75%	62%	55%	93%
84.5%		90%	89%	88%	87%	88%	73%	86%	85%	88%	89%	89%	81%	88%	79%	83%	82%	72%	72%	85%	90%	90%
74.9%		77%	72%	76%	76%	59%	69%	86%	74%	85%	77%	77%	89%	79%	68%	90%	90%	77%	79%	60%	76%	36%
65.7%		75%	64%	64%	73%	90%		68%	49%	63%	83%	73%	57%	69%	62%	77%	74%	56%	38%	53%	64%	62%
60.3%		70%	64%	54%	73%	67%	61%	66%	58%	56%	63%	57%	36%	52%	70%	79%	59%	39%	52%	77%	81%	32%
70.2%		79%	62%	68%	67%	62%	71%	67%	72%	80%	86%	74%	66%	77%	60%	88%	86%	51%	61%	56%	67%	74%
78.1%		74%	80%	79%	70%	65%	86%	74%	85%	84%	72%	76%	87%	79%	85%	70%	74%	83%	78%	81%	85%	73%
49.1%		57%	44%	47%	57%	56%	32%	48%	45%	53%	56%	48%	67%	50%	62%	52%	56%	45%	57%	39%	30%	31%
40.2%		44%	36%	36%	34%	51%	51%	39%	46%	45%	49%	44%	33%	49%	53%	30%	29%	33%	29%	50%	49%	15%
84.2%		97%	80%	86%	87%	94%	71%	87%	78%	86%	96%	84%	90%	82%	77%	90%	89%	79%	77%	68%	84%	87%
90.0%		94%	90%	90%	94%	99%	74%	96%	86%	86%	95%	94%	96%	89%	84%	95%	91%	82%	92%	91%	78%	94%
85.1%		91%	91%	88%	92%	79%	84%	84%	89%	90%	88%	81%	87%	89%	82%	87%	87%	67%	83%	88%	94%	67%