Analysis: Gd4 Dtef Global Dialogues Gd4 Country%3Akenya

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	Claude Haiku 4.5	Gemini 2.5 Flash	Gemma 3 12b It	GPT 4.1 Mini	GPT 4.1 Nano	GPT 4o Mini
48.0%	55%	52%	27%	53%	53%	48%
71.7%	70%	91%	52%	77%	72%	68%
75.8%	75%	83%	76%	77%	70%	74%
76.7%	79%	77%	80%	68%	79%	77%
74.2%	80%	71%	64%	76%	82%	72%
74.5%	71%	82%	65%	76%	81%	72%
32.0%	34%	30%	20%	43%	25%	40%
79.5%	85%	82%	78%	88%	66%	78%
79.5%	80%	76%	82%	81%	83%	75%
74.7%	62%	50%	75%	91%	85%	85%
71.8%	66%	94%	60%	71%	74%	66%
73.3%	73%	84%	57%	63%	85%	78%
72.7%	78%	81%	67%	67%	75%	68%
58.0%	64%	79%	50%	52%	49%	54%
68.0%	68%	48%	73%	64%	79%	76%
84.7%	97%	85%	77%	88%	81%	80%
52.3%	60%	69%	42%	49%	47%	47%
85.7%	83%	86%	90%	88%	87%	80%
85.5%	87%	83%	83%	86%	88%	86%
67.3%	71%	67%	60%	66%	69%	71%
88.0%	89%	92%	86%	91%	90%	80%
88.3%	95%	86%	89%	87%	84%	89%
73.2%	69%	81%	68%	60%	85%	76%
71.8%	78%	77%	66%	72%	70%	68%
75.2%	74%	65%	77%	83%	73%	79%
35.2%	37%	46%	32%	36%	26%	34%
63.8%	56%	75%	64%	62%	73%	53%
57.3%	61%	60%	37%	58%	74%	54%
62.7%	61%	73%	50%	64%	66%	62%
67.2%	74%	81%	50%	67%	66%	65%
83.8%	84%	90%	72%	85%	87%	85%
87.2%	78%	90%	81%	79%	97%	98%
57.2%	56%	74%	53%	55%	54%	51%
70.7%	69%	86%	69%	71%	65%	64%
91.2%	93%	93%	88%	91%	90%	92%
79.2%	78%	96%	67%	70%	72%	92%
71.2%	68%	63%	75%	84%	75%	62%
68.3%	52%	68%	72%	62%	82%	74%
73.5%	68%	83%	65%	67%	79%	79%
59.7%	50%	54%	59%	55%	73%	67%
80.8%	88%	80%	76%	86%	75%	80%
82.5%	80%	90%	79%	70%	92%	84%
79.5%	95%	93%	60%	90%	75%	64%
79.7%	78%	76%	86%	82%	74%	82%
82.2%	85%	77%	76%	85%	85%	85%
78.7%	83%	85%	64%	85%	79%	76%
79.0%	88%	71%	80%	76%	80%	79%
56.2%	57%	63%	47%	57%	47%	66%
89.5%	96%	75%	94%	96%	86%	90%
78.5%	83%	80%	69%	83%	76%	80%
87.7%	92%	91%	86%	88%	81%	88%
67.3%	67%	77%	65%	69%	69%	57%
50.8%	43%	60%	49%	57%	48%	48%
75.2%	73%	92%	65%	78%	80%	63%
77.5%	79%	70%	62%	84%	95%	75%
74.3%	73%	94%	66%	72%	76%	65%
56.3%	58%	49%	52%	61%	55%	63%
78.8%	81%	85%	74%	78%	86%	69%
71.8%	72%	95%	60%	78%	64%	62%
84.8%	84%	78%	85%	88%	87%	87%
83.5%	88%	68%	85%	88%	89%	83%
54.0%	63%	59%	34%	48%	68%	52%
80.3%	91%	84%	88%	75%	77%	67%
77.7%	72%	83%	74%	81%	83%	73%
76.3%	69%	80%	67%	69%	90%	83%
65.3%	64%	89%	51%	69%	60%	59%
68.0%	75%	92%	43%	65%	75%	58%
75.5%	79%	70%	74%	75%	74%	81%
71.7%	70%	68%	74%	72%	71%	75%
71.0%	77%	83%	62%	77%	63%	64%
70.7%	75%	68%	66%	69%	80%	66%
84.8%	85%	80%	94%	82%	84%	84%
83.0%	85%	87%	83%	83%	85%	75%
72.0%	60%	70%	75%	76%	78%	73%
83.7%	82%	85%	76%	85%	87%	87%
86.5%	88%	78%	89%	90%	87%	87%
89.8%	95%	87%	79%	92%	94%	92%
72.7%	83%	77%	51%	78%	76%	71%
73.3%	75%	89%	63%	77%	72%	64%
78.3%	82%	76%	64%	92%	78%	78%
73.8%	89%	0%	87%	85%	93%	89%
73.3%	76%	79%	60%	68%	80%	77%
70.5%	76%	78%	61%	72%	72%	64%
83.7%	84%	84%	89%	86%	81%	78%
81.8%	84%	85%	75%	86%	77%	84%
70.8%	66%	75%	61%	72%	83%	68%
79.7%	82%	74%	78%	83%	77%	84%
75.0%	75%	81%	67%	80%	70%	77%
71.7%	83%	81%	83%	70%	46%	67%
44.8%	45%	44%	34%	45%	52%	49%
66.2%	66%	73%	59%	70%	62%	67%
53.8%	52%	64%	46%	45%	57%	59%
33.3%	47%	24%	29%	33%	28%	39%
73.8%	84%	77%	52%	77%	83%	70%
77.3%	79%	76%	87%	76%	73%	73%
88.7%	93%	84%	85%	97%	86%	87%
80.7%	75%	78%	85%	84%	81%	81%
86.0%	86%	77%	93%	89%	85%	86%
80.7%	87%	83%	64%	87%	80%	83%
87.2%	88%	85%	85%	86%	89%	90%
82.3%	75%	83%	88%	80%	81%	87%
65.5%	63%	76%	60%	67%	72%	55%
30.0%	33%	37%	23%	36%	22%	29%
74.8%	76%	82%	54%	76%	82%	79%
70.3%	69%	74%	56%	73%	77%	73%
83.7%	89%	90%	80%	89%	75%	79%
75.8%	72%	65%	69%	77%	91%	81%
66.0%	64%	92%	45%	71%	62%	62%
61.0%	69%	69%	61%	59%	36%	72%
67.5%	62%	62%	71%	71%	79%	60%
79.0%	80%	69%	86%	70%	84%	85%
45.0%	44%	56%	32%	48%	43%	47%
44.8%	36%	55%	51%	41%	33%	53%
83.8%	81%	88%	71%	87%	89%	87%
89.8%	90%	98%	77%	94%	96%	84%
85.0%	91%	74%	84%	86%	87%	88%

Prompts
vs.
Models

Claude Haiku 4.5

Gemini 2.5 Flash

Gemma 3 12b It

GPT 4.1 Mini

GPT 4.1 Nano

GPT 4o Mini

Score

3rd

73.7%

1st

75.3%

6th

67.0%

4th

73.7%

2nd

73.8%

5th

72.0%

48.0%

55%

52%

27%

53%

48%

71.7%

70%

91%

52%

77%

72%

68%

75.8%

75%

83%

76%

77%

70%

74%

76.7%

79%

77%

80%

68%

79%

77%

74.2%

80%

71%

64%

76%

82%

72%

74.5%

71%

82%

65%

76%

81%

72%

32.0%

34%

30%

20%

43%

25%

40%

79.5%

85%

82%

78%

88%

66%

78%

79.5%

80%

76%

82%

81%

83%

75%

74.7%

62%

50%

75%

91%

85%

71.8%

66%

94%

60%

71%

74%

66%

73.3%

73%

84%

57%

63%

85%

78%

72.7%

78%

81%

67%

75%

68%

58.0%

64%

79%

50%

52%

49%

54%

68.0%

68%

48%

73%

64%

79%

76%

84.7%

97%

85%

77%

88%

81%

80%

52.3%

60%

69%

42%

49%

47%

85.7%

83%

86%

90%

88%

87%

80%

85.5%

87%

83%

86%

88%

86%

67.3%

71%

67%

60%

66%

69%

71%

88.0%

89%

92%

86%

91%

90%

80%

88.3%

95%

86%

89%

87%

84%

89%

73.2%

69%

81%

68%

60%

85%

76%

71.8%

78%

77%

66%

72%

70%

68%

75.2%

74%

65%

77%

83%

73%

79%

35.2%

37%

46%

32%

36%

26%

34%

63.8%

56%

75%

64%

62%

73%

53%

57.3%

61%

60%

37%

58%

74%

54%

62.7%

61%

73%

50%

64%

66%

62%

67.2%

74%

81%

50%

67%

66%

65%

83.8%

84%

90%

72%

85%

87%

85%

87.2%

78%

90%

81%

79%

97%

98%

57.2%

56%

74%

53%

55%

54%

51%

70.7%

69%

86%

69%

71%

65%

64%

91.2%

93%

88%

91%

90%

92%

79.2%

78%

96%

67%

70%

72%

92%

71.2%

68%

63%

75%

84%

75%

62%

68.3%

52%

68%

72%

62%

82%

74%

73.5%

68%

83%

65%

67%

79%

59.7%

50%

54%

59%

55%

73%

67%

80.8%

88%

80%

76%

86%

75%

80%

82.5%

80%

90%

79%

70%

92%

84%

79.5%

95%

93%

60%

90%

75%

64%

79.7%

78%

76%

86%

82%

74%

82%

82.2%

85%

77%

76%

85%

78.7%

83%

85%

64%

85%

79%

76%

79.0%

88%

71%

80%

76%

80%

79%

56.2%

57%

63%

47%

57%

47%

66%

89.5%

96%

75%

94%

96%

86%

90%

78.5%

83%

80%

69%

83%

76%

80%

87.7%

92%

91%

86%

88%

81%

88%

67.3%

67%

77%

65%

69%

57%

50.8%

43%

60%

49%

57%

48%

75.2%

73%

92%

65%

78%

80%

63%

77.5%

79%

70%

62%

84%

95%

75%

74.3%

73%

94%

66%

72%

76%

65%

56.3%

58%

49%

52%

61%

55%

63%

78.8%

81%

85%

74%

78%

86%

69%

71.8%

72%

95%

60%

78%

64%

62%

84.8%

84%

78%

85%

88%

87%

83.5%

88%

68%

85%

88%

89%

83%

54.0%

63%

59%

34%

48%

68%

52%

80.3%

91%

84%

88%

75%

77%

67%

77.7%

72%

83%

74%

81%

83%

73%

76.3%

69%

80%

67%

69%

90%

83%

65.3%

64%

89%

51%

69%

60%

59%

68.0%

75%

92%

43%

65%

75%

58%

75.5%

79%

70%

74%

75%

74%

81%

71.7%

70%

68%

74%

72%

71%

75%

71.0%

77%

83%

62%

77%

63%

64%

70.7%

75%

68%

66%

69%

80%

66%

84.8%

85%

80%

94%

82%

84%

83.0%

85%

87%

83%

85%

75%

72.0%

60%

70%

75%

76%

78%

73%

83.7%

82%

85%

76%

85%

87%

86.5%

88%

78%

89%

90%

87%

89.8%

95%

87%

79%

92%

94%

92%

72.7%

83%

77%

51%

78%

76%

71%

73.3%

75%

89%

63%

77%

72%

64%

78.3%

82%

76%

64%

92%

78%

73.8%

89%

87%

85%

93%

89%

73.3%

76%

79%

60%

68%

80%

77%

70.5%

76%

78%

61%

72%

64%

83.7%

84%

89%

86%

81%

78%

81.8%

84%

85%

75%

86%

77%

84%

70.8%

66%

75%

61%

72%

83%

68%

79.7%

82%

74%

78%

83%

77%

84%

75.0%

75%

81%

67%

80%

70%

77%

71.7%

83%

81%

83%

70%

46%

67%

44.8%

45%

44%

34%

45%

52%

49%

66.2%

66%

73%

59%

70%

62%

67%

53.8%

52%

64%

46%

45%

57%

59%

33.3%

47%

24%

29%

33%

28%

39%

73.8%

84%

77%

52%

77%

83%

70%

77.3%

79%

76%

87%

76%

73%

88.7%

93%

84%

85%

97%

86%

87%

80.7%

75%

78%

85%

84%

81%

86.0%

86%

77%

93%

89%

85%

86%

80.7%

87%

83%

64%

87%

80%

83%

87.2%

88%

85%

86%

89%

90%

82.3%

75%

83%

88%

80%

81%

87%

65.5%

63%

76%

60%

67%

72%

55%

30.0%

33%

37%

23%

36%

22%

29%

74.8%

76%

82%

54%

76%

82%

79%

70.3%

69%

74%

56%

73%

77%

73%

83.7%

89%

90%

80%

89%

75%

79%

75.8%

72%

65%

69%

77%

91%

81%

66.0%

64%

92%

45%

71%

62%

61.0%

69%

61%

59%

36%

72%

67.5%

62%

71%

79%

60%

79.0%

80%

69%

86%

70%

84%

85%

45.0%

44%

56%

32%

48%

43%

47%

44.8%

36%

55%

51%

41%

33%

53%

83.8%

81%

88%

71%

87%

89%

87%

89.8%

90%

98%

77%

94%

96%

84%

85.0%

91%

74%

84%

86%

87%

88%

DTeval

Global Dialogues GD4 - Kenya

Best Models (Coverage)

Macro Coverage Overview

Pro Tip

	Claude Haiku 4.5	Gemini 2.5 Flash	Gemma 3 12b It	GPT 4.1 Mini	GPT 4.1 Nano	GPT 4o Mini
Score	3rd 73.7%	1st 75.3%	6th 67.0%	4th 73.7%	2nd 73.8%	5th 72.0%
48.0%	55%	52%	27%	53%	53%	48%
71.7%	70%	91%	52%	77%	72%	68%
75.8%	75%	83%	76%	77%	70%	74%
76.7%	79%	77%	80%	68%	79%	77%
74.2%	80%	71%	64%	76%	82%	72%
74.5%	71%	82%	65%	76%	81%	72%
32.0%	34%	30%	20%	43%	25%	40%
79.5%	85%	82%	78%	88%	66%	78%
79.5%	80%	76%	82%	81%	83%	75%
74.7%	62%	50%	75%	91%	85%	85%
71.8%	66%	94%	60%	71%	74%	66%
73.3%	73%	84%	57%	63%	85%	78%
72.7%	78%	81%	67%	67%	75%	68%
58.0%	64%	79%	50%	52%	49%	54%
68.0%	68%	48%	73%	64%	79%	76%
84.7%	97%	85%	77%	88%	81%	80%
52.3%	60%	69%	42%	49%	47%	47%
85.7%	83%	86%	90%	88%	87%	80%
85.5%	87%	83%	83%	86%	88%	86%
67.3%	71%	67%	60%	66%	69%	71%
88.0%	89%	92%	86%	91%	90%	80%
88.3%	95%	86%	89%	87%	84%	89%
73.2%	69%	81%	68%	60%	85%	76%
71.8%	78%	77%	66%	72%	70%	68%
75.2%	74%	65%	77%	83%	73%	79%
35.2%	37%	46%	32%	36%	26%	34%
63.8%	56%	75%	64%	62%	73%	53%
57.3%	61%	60%	37%	58%	74%	54%
62.7%	61%	73%	50%	64%	66%	62%
67.2%	74%	81%	50%	67%	66%	65%
83.8%	84%	90%	72%	85%	87%	85%
87.2%	78%	90%	81%	79%	97%	98%
57.2%	56%	74%	53%	55%	54%	51%
70.7%	69%	86%	69%	71%	65%	64%
91.2%	93%	93%	88%	91%	90%	92%
79.2%	78%	96%	67%	70%	72%	92%
71.2%	68%	63%	75%	84%	75%	62%
68.3%	52%	68%	72%	62%	82%	74%
73.5%	68%	83%	65%	67%	79%	79%
59.7%	50%	54%	59%	55%	73%	67%
80.8%	88%	80%	76%	86%	75%	80%
82.5%	80%	90%	79%	70%	92%	84%
79.5%	95%	93%	60%	90%	75%	64%
79.7%	78%	76%	86%	82%	74%	82%
82.2%	85%	77%	76%	85%	85%	85%
78.7%	83%	85%	64%	85%	79%	76%
79.0%	88%	71%	80%	76%	80%	79%
56.2%	57%	63%	47%	57%	47%	66%
89.5%	96%	75%	94%	96%	86%	90%
78.5%	83%	80%	69%	83%	76%	80%
87.7%	92%	91%	86%	88%	81%	88%
67.3%	67%	77%	65%	69%	69%	57%
50.8%	43%	60%	49%	57%	48%	48%
75.2%	73%	92%	65%	78%	80%	63%
77.5%	79%	70%	62%	84%	95%	75%
74.3%	73%	94%	66%	72%	76%	65%
56.3%	58%	49%	52%	61%	55%	63%
78.8%	81%	85%	74%	78%	86%	69%
71.8%	72%	95%	60%	78%	64%	62%
84.8%	84%	78%	85%	88%	87%	87%
83.5%	88%	68%	85%	88%	89%	83%
54.0%	63%	59%	34%	48%	68%	52%
80.3%	91%	84%	88%	75%	77%	67%
77.7%	72%	83%	74%	81%	83%	73%
76.3%	69%	80%	67%	69%	90%	83%
65.3%	64%	89%	51%	69%	60%	59%
68.0%	75%	92%	43%	65%	75%	58%
75.5%	79%	70%	74%	75%	74%	81%
71.7%	70%	68%	74%	72%	71%	75%
71.0%	77%	83%	62%	77%	63%	64%
70.7%	75%	68%	66%	69%	80%	66%
84.8%	85%	80%	94%	82%	84%	84%
83.0%	85%	87%	83%	83%	85%	75%
72.0%	60%	70%	75%	76%	78%	73%
83.7%	82%	85%	76%	85%	87%	87%
86.5%	88%	78%	89%	90%	87%	87%
89.8%	95%	87%	79%	92%	94%	92%
72.7%	83%	77%	51%	78%	76%	71%
73.3%	75%	89%	63%	77%	72%	64%
78.3%	82%	76%	64%	92%	78%	78%
73.8%	89%	0%	87%	85%	93%	89%
73.3%	76%	79%	60%	68%	80%	77%
70.5%	76%	78%	61%	72%	72%	64%
83.7%	84%	84%	89%	86%	81%	78%
81.8%	84%	85%	75%	86%	77%	84%
70.8%	66%	75%	61%	72%	83%	68%
79.7%	82%	74%	78%	83%	77%	84%
75.0%	75%	81%	67%	80%	70%	77%
71.7%	83%	81%	83%	70%	46%	67%
44.8%	45%	44%	34%	45%	52%	49%
66.2%	66%	73%	59%	70%	62%	67%
53.8%	52%	64%	46%	45%	57%	59%
33.3%	47%	24%	29%	33%	28%	39%
73.8%	84%	77%	52%	77%	83%	70%
77.3%	79%	76%	87%	76%	73%	73%
88.7%	93%	84%	85%	97%	86%	87%
80.7%	75%	78%	85%	84%	81%	81%
86.0%	86%	77%	93%	89%	85%	86%
80.7%	87%	83%	64%	87%	80%	83%
87.2%	88%	85%	85%	86%	89%	90%
82.3%	75%	83%	88%	80%	81%	87%
65.5%	63%	76%	60%	67%	72%	55%
30.0%	33%	37%	23%	36%	22%	29%
74.8%	76%	82%	54%	76%	82%	79%
70.3%	69%	74%	56%	73%	77%	73%
83.7%	89%	90%	80%	89%	75%	79%
75.8%	72%	65%	69%	77%	91%	81%
66.0%	64%	92%	45%	71%	62%	62%
61.0%	69%	69%	61%	59%	36%	72%
67.5%	62%	62%	71%	71%	79%	60%
79.0%	80%	69%	86%	70%	84%	85%
45.0%	44%	56%	32%	48%	43%	47%
44.8%	36%	55%	51%	41%	33%	53%
83.8%	81%	88%	71%	87%	89%	87%
89.8%	90%	98%	77%	94%	96%	84%
85.0%	91%	74%	84%	86%	87%	88%