DTeval

A Collective Intelligence Project

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

Global Dialogues GD4 - Kenya (with context)

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

Demographic Processes

AI Safety & Robustness

Efficiency & Succinctness

Best Models (Coverage)

1.Claude Sonnet 4.5
84.3%
2.Claude 3.7 Sonnet
83.0%
3.GPT 5.1
82.9%
4.GPT 4.1
82.8%
5.Claude Sonnet 4
82.7%

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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		2nd 83.0%	7th 81.4%	5th 82.7%	1st 84.3%	9th 81.1%	21st 74.7%	15th 79.9%	13th 80.3%	11th 80.7%	4th 82.8%	16th 79.8%	20th 75.2%	8th 81.1%	18th 77.7%	10th 80.8%	3rd 82.9%	12th 80.5%	14th 80.0%	19th 77.5%	17th 79.7%	6th 81.9%
75.0%			57%	76%	75%	78%	48%	72%	75%	76%	77%	69%	75%	78%	78%	82%	78%	85%	92%	79%	75%	75%
79.8%			91%	77%	88%	86%	65%	76%	66%	78%	90%	66%	61%	90%	61%	89%	93%	91%	92%	67%	77%	92%
74.7%			67%	76%	77%	79%	63%	69%	81%	73%	82%	74%	56%	81%	81%	82%	81%	76%	82%	69%	63%	81%
86.1%			90%	87%	95%	83%	85%	93%	85%	84%	86%	88%	85%	93%	85%	82%	88%	80%	85%	87%	72%	89%
78.1%			83%	84%	77%	74%	77%	86%	83%	75%	82%	57%	74%	84%	73%	83%	78%	82%	70%	75%	85%	81%
85.2%			79%	87%	84%	81%	79%	86%	90%	87%	89%	82%	76%	88%	84%	89%	90%	86%	89%	85%	85%	87%
66.3%		77%	82%	83%	86%	71%	52%	56%	75%	59%	55%	52%	52%	56%	52%	78%	79%	61%	66%	61%	75%	65%
74.6%			77%	67%	78%	88%	57%	79%	78%	68%	79%	64%	85%	69%	73%	77%	74%	82%	76%	63%	75%	83%
83.7%			88%	82%	83%	80%	77%	90%	79%	85%	88%	85%	82%	83%	86%	77%	80%	89%	87%	84%	82%	87%
62.7%			62%	61%	84%	47%	68%	59%	89%	51%	66%	56%	57%	57%	52%	52%	65%	62%	65%	66%	75%	60%
87.1%			86%	97%	95%	88%	76%	86%	97%	82%	94%	80%	78%	92%	81%	90%	91%	87%	93%	79%	79%	91%
89.5%			68%	82%	98%	96%	87%	91%	77%	79%	92%	96%	95%	92%	88%	91%	95%	90%	92%	88%	96%	96%
84.4%			85%	85%	85%	85%	85%	85%	73%	85%	85%	85%	85%	85%	85%	85%	85%	85%	85%	85%	85%	85%
70.1%			87%	86%	79%	67%	60%	64%	56%	64%	63%	76%	66%	47%	62%	71%	64%	93%	87%	64%	69%	77%
75.6%			74%	74%	72%	79%	83%	75%	64%	89%	81%	74%	54%	71%	64%	70%	69%	85%	85%	89%	69%	91%
85.9%			92%	93%	91%	85%	74%	90%	76%	80%	89%	93%	57%	90%	94%	81%	91%	95%	91%	76%	93%	86%
63.6%			68%	74%	74%	82%	47%	64%	58%	63%	65%	54%	62%	65%	60%	57%	65%	57%	66%	65%	57%	68%
86.0%		86%	77%	83%	87%	89%	88%	84%	93%	91%	89%	93%	75%	91%	78%	81%	92%	91%	81%	87%	89%	82%
86.0%		86%	89%	88%	84%	81%	85%	89%	90%	90%	85%	84%	81%	86%	86%	87%	88%	85%	85%	86%	85%	86%
62.7%		59%	64%	63%	63%	65%	56%	72%	61%	67%	66%	61%	74%	70%	68%	53%	63%	60%	48%	63%	61%	60%
88.3%		92%	87%	90%	91%	90%	90%	81%	93%	90%	92%	90%	72%	93%	88%	89%	89%	80%	86%	90%	90%	91%
90.6%			94%	87%	92%	94%	92%	88%	85%	92%	86%	94%	94%	87%	94%	94%	95%	92%	83%	81%	94%	94%
90.8%			85%	93%	95%	93%	83%	90%	88%	92%	89%	88%	89%	94%	91%	92%	95%	93%	89%	91%	92%	93%
76.2%			88%	71%	74%	78%	67%	78%	76%	79%	84%	81%	68%	77%	56%	82%	91%	81%	73%	56%	83%	81%
75.8%			67%	83%	84%	76%	73%	77%	74%	76%	77%	88%	69%	76%	81%	74%	69%	81%	67%	78%	83%	64%
82.2%		84%	92%	84%	89%	84%	84%	76%	84%	84%	87%	84%	84%	88%	84%	81%	80%	59%	66%	84%	84%	84%
80.7%		83%	77%	85%	86%	75%	82%	72%	82%	69%	85%	82%	79%	83%	84%	81%	83%	81%	77%	83%	83%	82%
78.5%			72%	76%	91%	82%	65%	70%	80%	79%	83%	75%	69%	82%	69%	82%	89%	91%	93%	76%	72%	73%
80.3%		86%	83%	85%	86%	81%	78%	85%	80%	76%	83%	79%	77%	86%	70%	81%	81%	75%	77%	77%	79%	81%
82.5%			87%	87%	87%	92%	66%	79%	88%	84%	88%	81%	67%	88%	87%	70%	79%	84%	84%	87%	87%	78%
85.4%			91%	84%	85%	83%	89%	85%	85%	87%	86%	93%	91%	84%	91%	75%	82%	83%	76%	91%	89%	79%
83.0%			89%	90%	79%	89%	87%	78%	78%	90%	86%	87%	68%	77%	82%	87%	91%	70%	84%	91%	79%	78%
73.8%			85%	78%	83%	84%	59%	70%	83%	78%	80%	74%	82%	70%	62%	83%	78%	52%	83%	51%	59%	83%
78.3%			78%	75%	81%	81%	62%	73%	77%	81%	79%	81%	70%	82%	81%	86%	85%	87%	80%	60%	81%	87%
84.2%			85%	79%	87%	69%	79%	89%	88%	86%	91%	91%	76%	87%	92%	78%	77%	93%	96%	85%	92%	64%
92.3%			95%	94%	90%	95%	95%	94%	91%	95%	93%	97%	89%	91%	95%	88%	88%	86%	91%	91%	95%	92%
86.5%			88%	73%	79%	90%	69%	91%	87%	91%	86%	95%	90%	91%	87%	94%	84%	92%	86%	92%	71%	94%
81.9%			86%	70%	84%	81%	81%	81%	81%	81%	85%	81%	81%	84%	81%	84%	85%	84%	81%	81%	81%	84%
86.4%			87%	87%	91%	86%	78%	89%	95%	82%	89%	87%	77%	89%	84%	88%	88%	89%	87%	83%	84%	87%
81.2%			81%	83%	80%	81%	81%	81%	81%	81%	81%	81%	83%	81%	81%	81%	81%	81%	81%	81%	81%	81%
83.5%			91%	87%	81%	69%	76%	90%	84%	84%	88%	86%	62%	88%	84%	85%	87%	90%	90%	69%	89%	91%
85.4%			93%	79%	91%	75%	88%	93%	93%	95%	72%	92%	84%	84%	76%	87%	88%	72%	81%	85%	88%	91%
84.1%			91%	85%	89%	88%	60%	81%	88%	88%	87%	79%	78%	87%	70%	90%	89%	88%	93%	84%	79%	89%
77.9%			77%	84%	63%	65%	91%	91%	89%	80%	84%	75%	68%	88%	86%	67%	77%	80%	67%	89%	70%	67%
77.2%			87%	88%	87%	88%	86%	87%	82%	71%	87%	75%	61%	78%	83%	49%	67%	67%	72%	71%	83%	75%
81.7%			85%	89%	88%	86%	56%	81%	88%	83%	88%	81%	78%	84%	79%	78%	89%	79%	77%	78%	86%	82%
75.3%			82%	75%	67%	75%	87%	69%	79%	79%	74%	78%	75%	74%	80%	73%	77%	68%	66%	77%	76%	75%
78.5%			100%	95%	77%	99%	58%	76%	60%	71%	71%	76%	60%	53%	66%	83%	94%	85%	98%	84%	88%	76%
89.7%			88%	92%	94%	88%	88%	88%	74%	96%	89%	88%	88%	88%	94%	88%	91%	91%	90%	91%	94%	94%
82.8%			80%	82%	86%	81%	85%	86%	90%	79%	88%	80%	81%	81%	79%	85%	87%	83%	80%	79%	82%	82%
85.9%			84%	86%	85%	86%	85%	86%	84%	89%	83%	88%	86%	87%	86%	85%	89%	85%	86%	86%	86%	87%
77.4%			71%	82%	78%	83%	75%	77%	82%	77%	77%	71%	90%	80%	82%	74%	67%	79%	74%	74%	80%	74%
73.0%			72%	78%	87%	79%	47%	74%	78%	74%	72%	72%	68%	72%	79%	78%	66%	78%	68%	74%	68%	75%
81.4%			90%	87%	87%	93%	68%	78%	76%	78%	83%	74%	73%	88%	82%	82%	95%	79%	83%	69%	72%	91%
92.0%			92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%
84.9%		98%	78%	91%	92%	52%	74%	85%	91%	91%	89%	82%	82%	84%	84%	84%	91%	87%	87%	87%	88%	85%
72.0%		67%	69%	70%	68%	85%	64%	85%	87%	77%	76%	68%	36%	74%	73%	64%	75%	64%	92%	66%	84%	68%
84.5%			85%	85%	85%	85%	75%	85%	85%	85%	85%	85%	85%	85%	85%	85%	85%	85%	85%	85%	85%	85%
77.5%			81%	82%	89%	88%	64%	89%	81%	78%	84%	81%	36%	86%	69%	86%	85%	77%	79%	45%	86%	85%
78.4%			81%	81%	81%	67%	84%	83%	83%	83%	80%	83%	82%	77%	83%	52%	86%	65%	71%	77%	86%	84%
78.8%			80%	78%	86%	54%	83%	72%	85%	76%	80%	74%	77%	76%	89%	74%	81%	85%	91%	85%	72%	78%
75.3%			62%	84%	88%	78%	68%	78%	70%	81%	87%	69%	75%	75%	73%	81%	77%	73%	73%	81%	70%	63%
79.8%			84%	90%	89%	79%	78%	91%	67%	85%	87%	71%	71%	88%	71%	90%	92%	66%	63%	71%	71%	92%
83.5%			85%	87%	88%	85%	83%	82%	83%	87%	83%	83%	77%	84%	77%	86%	88%	85%	78%	80%	83%	86%
92.5%			84%	94%	94%	96%	91%	89%	97%	96%	93%	88%	84%	91%	95%	94%	94%	95%	96%	90%	94%	95%
68.1%			61%	70%	75%	89%	52%	73%	81%	72%	73%	69%	44%	73%	52%	88%	74%	81%	69%	40%	62%	63%
74.7%		85%	69%	79%	80%	84%	59%	69%	93%	79%	84%	64%	56%	76%	56%	92%	81%	79%	86%	55%	68%	75%
79.8%			86%	91%	90%	70%	81%	77%	76%	74%	82%	86%	71%	78%	78%	77%	79%	78%	77%	79%	83%	84%
72.5%			74%	76%	76%	74%	79%	66%	78%	73%	72%	79%	71%	72%	74%	64%	70%	61%	67%	76%	71%	76%
70.1%			86%	64%	78%	40%	65%	64%	44%	63%	71%	82%	85%	66%	76%	86%	63%	72%	85%	72%	66%	73%
71.9%			70%	78%	89%	70%	71%	70%	70%	70%	81%	70%	70%	70%	70%	70%	70%	70%	70%	70%	70%	70%
82.0%			85%	89%	87%	66%	89%	85%	84%	71%	81%	75%	78%	82%	92%	75%	87%	81%	86%	85%	82%	81%
82.3%			69%	80%	92%	95%	74%	75%	78%	91%	88%	78%	57%	78%	88%	81%	85%	88%	94%	91%	76%	88%
63.4%			64%	66%	65%	64%	81%	67%	70%	61%	64%	60%	64%	63%	70%	60%	62%	60%	58%	57%	59%	54%
84.3%			86%	86%	85%	87%	89%	85%	72%	91%	85%	79%	80%	79%	78%	80%	87%	85%	89%	84%	89%	89%
85.3%			87%	89%	94%	83%	80%	90%	86%	86%	85%	81%	74%	81%	97%	81%	92%	81%	81%	87%	89%	81%
89.0%			87%	94%	86%	80%	94%	88%	92%	73%	94%	94%	86%	87%	84%	95%	77%	91%	98%	95%	97%	89%
84.5%			88%	91%	91%	83%	73%	88%	84%	87%	83%	92%	81%	88%	77%	78%	89%	76%	79%	89%	88%	85%
86.3%			81%	88%	90%	87%	80%	83%	92%	90%	92%	80%	94%	87%	79%	88%	90%	90%	80%	80%	88%	88%
91.9%			92%	92%	92%	92%	90%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%	92%
75.0%			71%	78%	76%	71%	71%	81%	81%	73%	80%	71%	71%	71%	71%	82%	86%	81%	71%	71%	71%	71%
89.8%		96%	77%	88%	96%	88%	92%	96%	76%	81%	95%	96%	88%	92%	88%	96%	93%	85%	77%	93%	96%	96%
79.6%		83%	83%	90%	86%	72%	62%	80%	87%	89%	90%	87%	73%	82%	73%	80%	83%	80%	76%	63%	67%	85%
83.2%			87%	89%	90%	87%	86%	93%	85%	87%	71%	83%	88%	71%	87%	83%	86%	71%	82%	63%	88%	87%
80.4%			86%	77%	72%	79%	83%	76%	79%	80%	87%	85%	88%	80%	85%	73%	82%	78%	77%	83%	84%	74%
86.9%			84%	89%	95%	89%	77%	82%	88%	90%	91%	79%	78%	91%	79%	92%	95%	90%	91%	79%	85%	94%
76.0%			72%	85%	83%	77%	91%	78%	75%	84%	77%	74%	80%	84%	58%	76%	77%	74%	76%	64%	58%	78%
76.1%			90%	75%	70%	66%	67%	80%	71%	72%	70%	88%	74%	68%	68%	83%	88%	66%	66%	87%	88%	84%
73.3%			78%	78%	86%	85%	63%	70%	80%	75%	81%	76%	60%	74%	60%	81%	84%	69%	65%	60%	66%	76%
79.7%			77%	83%	87%	89%	38%	48%	84%	90%	92%	87%	86%	92%	77%	84%	85%	86%	83%	60%	80%	85%
73.3%			73%	76%	85%	88%	58%	74%	68%	77%	69%	76%	67%	70%	63%	91%	71%	78%	63%	71%	64%	83%
70.0%			76%	90%	64%	79%	69%	46%	76%	63%	80%	76%	79%	70%	48%	76%	81%	81%	73%	48%	43%	81%
71.3%		88%	95%	91%	88%	71%	55%	65%	60%	72%	64%	58%	47%	71%	36%	77%	68%	82%	63%	95%	73%	79%
85.5%		89%	82%	88%	88%	89%	78%	79%	81%	81%	88%	88%	89%	89%	78%	85%	90%	92%	88%	84%	81%	89%
61.7%			60%	69%	69%	53%	76%	68%	53%	50%	61%	62%	70%	62%	61%	56%	67%	69%	48%	59%	61%	61%
80.9%			73%	85%	85%	75%	74%	83%	89%	87%	93%	70%	92%	94%	79%	70%	67%	75%	97%	73%	73%	83%
80.7%			93%	88%	88%	74%	84%	88%	83%	92%	84%	70%	56%	92%	73%	85%	71%	77%	51%	84%	94%	88%
87.9%			89%	90%	94%	86%	82%	87%	90%	87%	88%	81%	78%	81%	93%	92%	97%	89%	81%	88%	92%	93%
84.6%			91%	83%	88%	77%	68%	87%	76%	85%	91%	86%	70%	88%	86%	90%	88%	86%	90%	88%	88%	85%
82.9%			88%	91%	90%	92%	84%	79%	84%	90%	85%	87%	83%	86%	72%	72%	83%	75%	77%	72%	94%	74%
80.5%			74%	87%	90%	89%	75%	80%	81%	78%	91%	83%	52%	85%	83%	59%	90%	90%	82%	85%	78%	77%
82.1%		88%	75%	86%	87%	86%	69%	79%	85%	74%	78%	77%	91%	76%	89%	90%	83%	88%	90%	72%	72%	90%
81.6%		88%	91%	91%	87%	92%	72%	80%	73%	75%	81%	76%	87%	85%	82%	87%	77%	65%	61%	92%	85%	87%
77.1%			88%	84%	86%	97%	49%	61%	73%	73%	86%	72%	89%	79%	67%	85%	96%	63%	94%	49%	64%	88%
80.0%		82%	65%	74%	88%	79%	75%	80%	81%	70%	84%	80%	71%	83%	67%	81%	92%	89%	83%	84%	82%	90%
83.2%			92%	85%	85%	81%	76%	84%	75%	84%	86%	84%	89%	85%	83%	85%	93%	76%	68%	81%	85%	87%
83.3%			84%	67%	81%	92%	84%	70%	77%	91%	88%	94%	76%	86%	74%	91%	90%	92%	93%	77%	76%	83%
75.8%			73%	65%	82%	91%	59%	71%	62%	81%	88%	64%	89%	84%	57%	83%	80%	90%	81%	66%	69%	81%
72.1%		60%	62%	67%	66%	88%	73%	84%	83%	86%	78%	84%	52%	80%	86%	68%	69%	74%	62%	70%	71%	52%
83.7%			86%	84%	88%	94%	64%	79%	91%	89%	88%	85%	88%	87%	74%	90%	89%	78%	74%	82%	77%	87%
78.5%			79%	80%	79%	83%	74%	74%	81%	81%	77%	81%	67%	77%	83%	78%	78%	71%	80%	80%	85%	81%
85.3%			87%	87%	88%	68%	69%	92%	82%	86%	93%	93%	65%	85%	94%	91%	92%	90%	85%	79%	87%	93%
85.0%		83%	89%	85%	81%	84%	81%	89%	84%	83%	88%	84%	82%	88%	86%	88%	84%	88%	85%	84%	84%	84%
90.6%			94%	91%	93%	87%	93%	90%	87%	91%	90%	90%	89%	89%	93%	94%	93%	90%	89%	87%	89%	92%
85.8%			88%	87%	88%	87%	67%	87%	82%	94%	87%	88%	83%	87%	74%	87%	88%	89%	87%	92%	88%	87%
73.5%			70%	72%	74%	70%	93%	76%	73%	68%	70%	70%	76%	72%	70%	70%	70%	84%	70%	78%	75%	70%