Analysis: Gd4 C5 Dtef Global Dialogues Gd4 Country%3Akenya C5

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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
47.5%	52%	81%	29%	48%	31%	44%
61.8%	61%	74%	44%	71%	55%	66%
71.8%	77%	53%	77%	81%	70%	73%
76.8%	80%	77%	72%	70%	71%	91%
62.5%	76%	78%	57%	72%	25%	67%
65.7%	70%	49%	57%	67%	70%	81%
62.3%	80%	76%	56%	56%	52%	54%
73.0%	80%	62%	64%	85%	70%	77%
76.8%	82%	58%	80%	84%	80%	77%
70.5%	71%	38%	69%	71%	87%	87%
64.5%	66%	60%	62%	61%	63%	75%
77.5%	70%	85%	68%	69%	86%	87%
65.8%	78%	67%	70%	65%	43%	72%
57.3%	78%	66%	50%	62%	35%	53%
54.7%	50%	9%	59%	67%	67%	76%
74.2%	86%	54%	67%	90%	68%	80%
66.5%	68%	81%	65%	68%	60%	57%
69.7%	74%	65%	66%	77%	52%	84%
81.3%	81%	83%	81%	85%	72%	86%
66.7%	66%	63%	58%	67%	79%	67%
73.2%	79%	69%	66%	80%	56%	89%
86.3%	96%	87%	90%	80%	79%	86%
53.8%	55%	50%	68%	54%	35%	61%
64.3%	78%	72%	55%	58%	64%	59%
71.2%	75%	51%	59%	81%	84%	77%
81.3%	78%	85%	89%	77%	85%	74%
57.0%	46%	65%	56%	64%	45%	66%
70.0%	76%	81%	49%	71%	77%	66%
74.2%	74%	80%	66%	72%	79%	74%
59.5%	82%	59%	43%	61%	42%	70%
73.3%	84%	39%	78%	79%	72%	88%
78.8%	92%	41%	77%	90%	90%	83%
62.7%	71%	77%	43%	65%	57%	63%
63.5%	67%	71%	53%	72%	55%	63%
81.7%	84%	81%	77%	81%	77%	90%
70.8%	77%	54%	76%	66%	59%	93%
66.7%	70%	57%	63%	58%	81%	71%
75.5%	68%	71%	86%	72%	71%	85%
63.7%	68%	66%	60%	68%	41%	79%
69.7%	50%	65%	81%	58%	90%	74%
70.7%	84%	44%	66%	85%	65%	80%
80.2%	95%	64%	79%	84%	83%	76%
63.7%	66%	80%	48%	61%	68%	59%
80.7%	76%	81%	85%	73%	87%	82%
76.3%	88%	50%	73%	79%	83%	85%
75.2%	83%	83%	66%	88%	54%	77%
74.8%	81%	72%	77%	75%	72%	72%
53.7%	62%	59%	42%	46%	47%	66%
86.0%	89%	83%	91%	88%	81%	84%
82.0%	91%	81%	77%	79%	84%	80%
89.3%	95%	95%	87%	92%	74%	93%
59.3%	80%	10%	69%	64%	69%	64%
64.3%	68%	79%	49%	71%	55%	64%
70.0%	73%	55%	63%	76%	73%	80%
77.0%	78%	71%	70%	80%	89%	74%
64.7%	75%	50%	54%	69%	71%	69%
55.3%	63%	32%	57%	74%	36%	70%
78.0%	85%	82%	88%	83%	52%	78%
61.5%	70%	60%	50%	74%	52%	63%
69.2%	86%	43%	77%	79%	61%	69%
74.2%	79%	35%	79%	78%	80%	94%
58.0%	68%	83%	42%	44%	61%	50%
82.0%	91%	79%	89%	83%	68%	82%
70.3%	72%	52%	70%	65%	82%	81%
65.3%	61%	56%	73%	74%	52%	76%
68.2%	74%	58%	57%	81%	64%	75%
69.8%	80%	82%	51%	63%	85%	58%
78.5%	80%	80%	75%	80%	72%	84%
75.3%	72%	74%	74%	81%	76%	75%
61.7%	77%	62%	47%	72%	48%	64%
82.3%	93%	75%	80%	90%	76%	80%
79.2%	87%	39%	85%	92%	82%	90%
81.2%	95%	52%	77%	90%	85%	88%
72.5%	82%	76%	74%	70%	61%	72%
80.7%	86%	82%	79%	68%	82%	87%
80.7%	84%	36%	93%	91%	90%	90%
82.2%	90%	68%	72%	80%	89%	94%
63.8%	79%	74%	51%	66%	46%	67%
63.0%	68%	58%	56%	60%	64%	72%
83.2%	83%	90%	72%	83%	86%	85%
86.7%	89%	90%	72%	92%	91%	86%
72.5%	75%	81%	55%	66%	87%	71%
64.8%	76%	37%	56%	81%	73%	66%
80.0%	85%	75%	80%	85%	73%	82%
81.3%	75%	83%	79%	84%	79%	88%
68.3%	65%	82%	66%	56%	65%	76%
80.2%	85%	78%	76%	84%	76%	82%
70.7%	72%	76%	67%	70%	68%	71%
69.7%	83%	75%	62%	74%	50%	74%
58.5%	66%	47%	39%	45%	98%	56%
66.5%	72%	72%	45%	67%	70%	73%
71.7%	87%	84%	47%	90%	60%	62%
43.5%	64%	13%	42%	38%	53%	51%
75.8%	87%	82%	58%	67%	88%	73%
64.2%	73%	27%	82%	65%	65%	73%
77.0%	76%	82%	73%	74%	75%	82%
75.5%	85%	34%	88%	84%	79%	83%
75.5%	76%	32%	94%	75%	87%	89%
74.3%	86%	63%	56%	83%	66%	92%
80.0%	86%	58%	82%	76%	89%	89%
69.2%	76%	19%	76%	72%	87%	85%
60.2%	60%	83%	48%	57%	38%	75%
84.5%	87%	87%	81%	80%	92%	80%
71.0%	92%	76%	43%	80%	58%	77%
71.7%	73%	87%	52%	64%	89%	65%
70.5%	65%	68%	71%	74%	69%	76%
73.0%	78%	64%	68%	77%	70%	81%
57.8%	62%	70%	37%	74%	48%	56%
74.3%	66%	85%	77%	80%	52%	86%
65.2%	72%	66%	68%	67%	58%	60%
81.7%	79%	88%	77%	81%	81%	84%
58.8%	68%	80%	42%	52%	57%	54%
82.7%	77%	87%	84%	78%	84%	86%
74.7%	82%	59%	74%	66%	80%	87%
86.8%	89%	94%	80%	93%	86%	79%
88.7%	92%	90%	80%	91%	88%	91%

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

1st

76.6%

6th

66.0%

5th

66.6%

3rd

73.2%

4th

69.0%

2nd

75.5%

47.5%

52%

81%

29%

48%

31%

44%

61.8%

61%

74%

44%

71%

55%

66%

71.8%

77%

53%

77%

81%

70%

73%

76.8%

80%

77%

72%

70%

71%

91%

62.5%

76%

78%

57%

72%

25%

67%

65.7%

70%

49%

57%

67%

70%

81%

62.3%

80%

76%

56%

52%

54%

73.0%

80%

62%

64%

85%

70%

77%

76.8%

82%

58%

80%

84%

80%

77%

70.5%

71%

38%

69%

71%

87%

64.5%

66%

60%

62%

61%

63%

75%

77.5%

70%

85%

68%

69%

86%

87%

65.8%

78%

67%

70%

65%

43%

72%

57.3%

78%

66%

50%

62%

35%

53%

54.7%

50%

59%

67%

76%

74.2%

86%

54%

67%

90%

68%

80%

66.5%

68%

81%

65%

68%

60%

57%

69.7%

74%

65%

66%

77%

52%

84%

81.3%

81%

83%

81%

85%

72%

86%

66.7%

66%

63%

58%

67%

79%

67%

73.2%

79%

69%

66%

80%

56%

89%

86.3%

96%

87%

90%

80%

79%

86%

53.8%

55%

50%

68%

54%

35%

61%

64.3%

78%

72%

55%

58%

64%

59%

71.2%

75%

51%

59%

81%

84%

77%

81.3%

78%

85%

89%

77%

85%

74%

57.0%

46%

65%

56%

64%

45%

66%

70.0%

76%

81%

49%

71%

77%

66%

74.2%

74%

80%

66%

72%

79%

74%

59.5%

82%

59%

43%

61%

42%

70%

73.3%

84%

39%

78%

79%

72%

88%

78.8%

92%

41%

77%

90%

83%

62.7%

71%

77%

43%

65%

57%

63%

63.5%

67%

71%

53%

72%

55%

63%

81.7%

84%

81%

77%

81%

77%

90%

70.8%

77%

54%

76%

66%

59%

93%

66.7%

70%

57%

63%

58%

81%

71%

75.5%

68%

71%

86%

72%

71%

85%

63.7%

68%

66%

60%

68%

41%

79%

69.7%

50%

65%

81%

58%

90%

74%

70.7%

84%

44%

66%

85%

65%

80%

80.2%

95%

64%

79%

84%

83%

76%

63.7%

66%

80%

48%

61%

68%

59%

80.7%

76%

81%

85%

73%

87%

82%

76.3%

88%

50%

73%

79%

83%

85%

75.2%

83%

66%

88%

54%

77%

74.8%

81%

72%

77%

75%

72%

53.7%

62%

59%

42%

46%

47%

66%

86.0%

89%

83%

91%

88%

81%

84%

82.0%

91%

81%

77%

79%

84%

80%

89.3%

95%

87%

92%

74%

93%

59.3%

80%

10%

69%

64%

69%

64%

64.3%

68%

79%

49%

71%

55%

64%

70.0%

73%

55%

63%

76%

73%

80%

77.0%

78%

71%

70%

80%

89%

74%

64.7%

75%

50%

54%

69%

71%

69%

55.3%

63%

32%

57%

74%

36%

70%

78.0%

85%

82%

88%

83%

52%

78%

61.5%

70%

60%

50%

74%

52%

63%

69.2%

86%

43%

77%

79%

61%

69%

74.2%

79%

35%

79%

78%

80%

94%

58.0%

68%

83%

42%

44%

61%

50%

82.0%

91%

79%

89%

83%

68%

82%

70.3%

72%

52%

70%

65%

82%

81%

65.3%

61%

56%

73%

74%

52%

76%

68.2%

74%

58%

57%

81%

64%

75%

69.8%

80%

82%

51%

63%

85%

58%

78.5%

80%

75%

80%

72%

84%

75.3%

72%

74%

81%

76%

75%

61.7%

77%

62%

47%

72%

48%

64%

82.3%

93%

75%

80%

90%

76%

80%

79.2%

87%

39%

85%

92%

82%

90%

81.2%

95%

52%

77%

90%

85%

88%

72.5%

82%

76%

74%

70%

61%

72%

80.7%

86%

82%

79%

68%

82%

87%

80.7%

84%

36%

93%

91%

90%

82.2%

90%

68%

72%

80%

89%

94%

63.8%

79%

74%

51%

66%

46%

67%

63.0%

68%

58%

56%

60%

64%

72%

83.2%

83%

90%

72%

83%

86%

85%

86.7%

89%

90%

72%

92%

91%

86%

72.5%

75%

81%

55%

66%

87%

71%

64.8%

76%

37%

56%

81%

73%

66%

80.0%

85%

75%

80%

85%

73%

82%

81.3%

75%

83%

79%

84%

79%

88%

68.3%

65%

82%

66%

56%

65%

76%

80.2%

85%

78%

76%

84%

76%

82%

70.7%

72%

76%

67%

70%

68%

71%

69.7%

83%

75%

62%

74%

50%

74%

58.5%

66%

47%

39%

45%

98%

56%

66.5%

72%

45%

67%

70%

73%

71.7%

87%

84%

47%

90%

60%

62%

43.5%

64%

13%

42%

38%

53%

51%

75.8%

87%

82%

58%

67%

88%

73%

64.2%

73%

27%

82%

65%

73%

77.0%

76%

82%

73%

74%

75%

82%

75.5%

85%

34%

88%

84%

79%

83%

75.5%

76%

32%

94%

75%

87%

89%

74.3%

86%

63%

56%

83%

66%

92%

80.0%

86%

58%

82%

76%

89%

69.2%

76%

19%

76%

72%

87%

85%

60.2%

60%

83%

48%

57%

38%

75%

84.5%

87%

81%

80%

92%

80%

71.0%

92%

76%

43%

80%

58%

77%

71.7%

73%

87%

52%

64%

89%

65%

70.5%

65%

68%

71%

74%

69%

76%

73.0%

78%

64%

68%

77%

70%

81%

57.8%

62%

70%

37%

74%

48%

56%

74.3%

66%

85%

77%

80%

52%

86%

65.2%

72%

66%

68%

67%

58%

60%

81.7%

79%

88%

77%

81%

84%

58.8%

68%

80%

42%

52%

57%

54%

82.7%

77%

87%

84%

78%

84%

86%

74.7%

82%

59%

74%

66%

80%

87%

86.8%

89%

94%

80%

93%

86%

79%

88.7%

92%

90%

80%

91%

88%

91%

DTeval

Global Dialogues GD4 - Kenya (5 context Qs)

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	1st 76.6%	6th 66.0%	5th 66.6%	3rd 73.2%	4th 69.0%	2nd 75.5%
47.5%	52%	81%	29%	48%	31%	44%
61.8%	61%	74%	44%	71%	55%	66%
71.8%	77%	53%	77%	81%	70%	73%
76.8%	80%	77%	72%	70%	71%	91%
62.5%	76%	78%	57%	72%	25%	67%
65.7%	70%	49%	57%	67%	70%	81%
62.3%	80%	76%	56%	56%	52%	54%
73.0%	80%	62%	64%	85%	70%	77%
76.8%	82%	58%	80%	84%	80%	77%
70.5%	71%	38%	69%	71%	87%	87%
64.5%	66%	60%	62%	61%	63%	75%
77.5%	70%	85%	68%	69%	86%	87%
65.8%	78%	67%	70%	65%	43%	72%
57.3%	78%	66%	50%	62%	35%	53%
54.7%	50%	9%	59%	67%	67%	76%
74.2%	86%	54%	67%	90%	68%	80%
66.5%	68%	81%	65%	68%	60%	57%
69.7%	74%	65%	66%	77%	52%	84%
81.3%	81%	83%	81%	85%	72%	86%
66.7%	66%	63%	58%	67%	79%	67%
73.2%	79%	69%	66%	80%	56%	89%
86.3%	96%	87%	90%	80%	79%	86%
53.8%	55%	50%	68%	54%	35%	61%
64.3%	78%	72%	55%	58%	64%	59%
71.2%	75%	51%	59%	81%	84%	77%
81.3%	78%	85%	89%	77%	85%	74%
57.0%	46%	65%	56%	64%	45%	66%
70.0%	76%	81%	49%	71%	77%	66%
74.2%	74%	80%	66%	72%	79%	74%
59.5%	82%	59%	43%	61%	42%	70%
73.3%	84%	39%	78%	79%	72%	88%
78.8%	92%	41%	77%	90%	90%	83%
62.7%	71%	77%	43%	65%	57%	63%
63.5%	67%	71%	53%	72%	55%	63%
81.7%	84%	81%	77%	81%	77%	90%
70.8%	77%	54%	76%	66%	59%	93%
66.7%	70%	57%	63%	58%	81%	71%
75.5%	68%	71%	86%	72%	71%	85%
63.7%	68%	66%	60%	68%	41%	79%
69.7%	50%	65%	81%	58%	90%	74%
70.7%	84%	44%	66%	85%	65%	80%
80.2%	95%	64%	79%	84%	83%	76%
63.7%	66%	80%	48%	61%	68%	59%
80.7%	76%	81%	85%	73%	87%	82%
76.3%	88%	50%	73%	79%	83%	85%
75.2%	83%	83%	66%	88%	54%	77%
74.8%	81%	72%	77%	75%	72%	72%
53.7%	62%	59%	42%	46%	47%	66%
86.0%	89%	83%	91%	88%	81%	84%
82.0%	91%	81%	77%	79%	84%	80%
89.3%	95%	95%	87%	92%	74%	93%
59.3%	80%	10%	69%	64%	69%	64%
64.3%	68%	79%	49%	71%	55%	64%
70.0%	73%	55%	63%	76%	73%	80%
77.0%	78%	71%	70%	80%	89%	74%
64.7%	75%	50%	54%	69%	71%	69%
55.3%	63%	32%	57%	74%	36%	70%
78.0%	85%	82%	88%	83%	52%	78%
61.5%	70%	60%	50%	74%	52%	63%
69.2%	86%	43%	77%	79%	61%	69%
74.2%	79%	35%	79%	78%	80%	94%
58.0%	68%	83%	42%	44%	61%	50%
82.0%	91%	79%	89%	83%	68%	82%
70.3%	72%	52%	70%	65%	82%	81%
65.3%	61%	56%	73%	74%	52%	76%
68.2%	74%	58%	57%	81%	64%	75%
69.8%	80%	82%	51%	63%	85%	58%
78.5%	80%	80%	75%	80%	72%	84%
75.3%	72%	74%	74%	81%	76%	75%
61.7%	77%	62%	47%	72%	48%	64%
82.3%	93%	75%	80%	90%	76%	80%
79.2%	87%	39%	85%	92%	82%	90%
81.2%	95%	52%	77%	90%	85%	88%
72.5%	82%	76%	74%	70%	61%	72%
80.7%	86%	82%	79%	68%	82%	87%
80.7%	84%	36%	93%	91%	90%	90%
82.2%	90%	68%	72%	80%	89%	94%
63.8%	79%	74%	51%	66%	46%	67%
63.0%	68%	58%	56%	60%	64%	72%
83.2%	83%	90%	72%	83%	86%	85%
86.7%	89%	90%	72%	92%	91%	86%
72.5%	75%	81%	55%	66%	87%	71%
64.8%	76%	37%	56%	81%	73%	66%
80.0%	85%	75%	80%	85%	73%	82%
81.3%	75%	83%	79%	84%	79%	88%
68.3%	65%	82%	66%	56%	65%	76%
80.2%	85%	78%	76%	84%	76%	82%
70.7%	72%	76%	67%	70%	68%	71%
69.7%	83%	75%	62%	74%	50%	74%
58.5%	66%	47%	39%	45%	98%	56%
66.5%	72%	72%	45%	67%	70%	73%
71.7%	87%	84%	47%	90%	60%	62%
43.5%	64%	13%	42%	38%	53%	51%
75.8%	87%	82%	58%	67%	88%	73%
64.2%	73%	27%	82%	65%	65%	73%
77.0%	76%	82%	73%	74%	75%	82%
75.5%	85%	34%	88%	84%	79%	83%
75.5%	76%	32%	94%	75%	87%	89%
74.3%	86%	63%	56%	83%	66%	92%
80.0%	86%	58%	82%	76%	89%	89%
69.2%	76%	19%	76%	72%	87%	85%
60.2%	60%	83%	48%	57%	38%	75%
84.5%	87%	87%	81%	80%	92%	80%
71.0%	92%	76%	43%	80%	58%	77%
71.7%	73%	87%	52%	64%	89%	65%
70.5%	65%	68%	71%	74%	69%	76%
73.0%	78%	64%	68%	77%	70%	81%
57.8%	62%	70%	37%	74%	48%	56%
74.3%	66%	85%	77%	80%	52%	86%
65.2%	72%	66%	68%	67%	58%	60%
81.7%	79%	88%	77%	81%	81%	84%
58.8%	68%	80%	42%	52%	57%	54%
82.7%	77%	87%	84%	78%	84%	86%
74.7%	82%	59%	74%	66%	80%	87%
86.8%	89%	94%	80%	93%	86%	79%
88.7%	92%	90%	80%	91%	88%	91%