Analysis: Gd4 C10 Dtef Global Dialogues Gd4 Country%3Abangladesh C10

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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
62.3%	75%	78%	43%	59%	59%	60%
60.0%	68%	55%	48%	64%	55%	70%
75.3%	76%	69%	74%	80%	74%	79%
62.7%	67%	49%	69%	65%	63%	63%
50.7%	52%	61%	41%	58%	44%	48%
71.7%	80%	46%	73%	75%	71%	85%
71.7%	94%	77%	63%	65%	77%	54%
59.0%	55%	61%	49%	73%	55%	61%
79.2%	89%	55%	73%	83%	83%	92%
57.7%	61%	60%	50%	60%	59%	56%
76.3%	80%	80%	75%	78%	70%	75%
75.3%	83%	76%	76%	80%	62%	75%
67.8%	70%	87%	59%	69%	53%	69%
57.2%	73%	78%	41%	57%	44%	50%
64.8%	75%	51%	65%	73%	60%	65%
53.3%	61%	59%	45%	54%	49%	52%
79.3%	82%	84%	80%	80%	76%	74%
67.7%	80%	78%	67%	79%	52%	50%
56.8%	69%	68%	46%	49%	55%	54%
68.5%	65%	72%	59%	65%	78%	72%
65.8%	81%	81%	62%	81%	45%	45%
77.0%	90%	27%	82%	79%	92%	92%
58.3%	66%	34%	67%	54%	62%	67%
49.5%	55%	61%	50%	42%	42%	47%
48.0%	52%	35%	54%	49%	50%	48%
74.5%	75%	75%	72%	75%	75%	75%
77.0%	85%	84%	69%	85%	68%	71%
66.8%	71%	90%	47%	59%	73%	61%
62.7%	69%	72%	56%	66%	62%	51%
63.2%	68%	73%	54%	63%	59%	62%
75.8%	89%	36%	84%	78%	79%	89%
78.2%	82%	78%	64%	79%	82%	84%
59.2%	56%	96%	41%	61%	42%	59%
46.2%	48%	68%	38%	42%	34%	47%
60.7%	58%	61%	60%	65%	57%	63%
57.7%	62%	56%	60%	53%	60%	55%
72.0%	77%	69%	64%	70%	75%	77%
57.0%	43%	67%	68%	41%	54%	69%
71.0%	74%	83%	67%	68%	48%	86%
56.5%	44%	60%	56%	54%	57%	68%
79.2%	85%	73%	74%	92%	69%	82%
84.5%	84%	91%	74%	85%	91%	82%
51.0%	55%	60%	42%	51%	52%	46%
51.8%	49%	55%	49%	42%	50%	66%
64.8%	65%	70%	60%	69%	60%	65%
81.8%	77%	89%	71%	96%	70%	88%
68.2%	72%	60%	65%	77%	64%	71%
95.5%	96%	98%	88%	96%	98%	97%
76.3%	86%	46%	85%	75%	82%	84%
57.0%	61%	69%	47%	48%	59%	58%
58.3%	69%	63%	55%	56%	54%	53%
50.0%	58%	27%	60%	62%	40%	53%
62.3%	66%	70%	61%	66%	48%	63%
57.5%	60%	73%	50%	54%	44%	64%
65.8%	63%	59%	58%	72%	75%	68%
66.2%	71%	52%	73%	68%	67%	66%
45.5%	49%	40%	46%	49%	40%	49%
77.3%	78%	84%	73%	77%	76%	76%
43.5%	42%	64%	32%	49%	31%	43%
74.2%	84%	48%	79%	76%	79%	79%
65.0%	77%	61%	51%	73%	66%	62%
62.2%	68%	66%	57%	61%	65%	56%
77.8%	75%	86%	92%	80%	61%	73%
60.7%	62%	61%	63%	63%	56%	59%
73.2%	82%	50%	80%	63%	69%	95%
69.7%	78%	80%	68%	65%	56%	71%
56.5%	67%	66%	44%	59%	50%	53%
62.0%	60%	63%	65%	67%	64%	53%
61.5%	66%	63%	65%	62%	48%	65%
87.5%	86%	81%	96%	85%	86%	91%
62.5%	66%	64%	68%	61%	58%	58%
72.2%	78%	49%	74%	78%	77%	77%
80.2%	91%	61%	84%	84%	76%	85%
67.7%	72%	62%	52%	65%	74%	81%
67.5%	74%	60%	72%	66%	72%	61%
85.2%	92%	67%	80%	88%	92%	92%
63.3%	65%	61%	60%	58%	65%	71%
71.8%	78%	78%	58%	74%	69%	74%
66.2%	72%	39%	76%	71%	67%	72%
71.8%	72%	67%	72%	72%	73%	75%
80.3%	86%	72%	71%	86%	87%	80%
79.0%	85%	78%	87%	76%	68%	80%
66.2%	72%	77%	54%	70%	62%	62%
85.0%	79%	85%	75%	96%	92%	83%
65.8%	66%	69%	57%	76%	62%	65%
49.7%	52%	48%	55%	46%	47%	50%
67.7%	72%	72%	68%	72%	56%	66%
62.2%	61%	47%	53%	58%	78%	76%
70.8%	77%	67%	69%	79%	57%	76%
70.0%	81%	75%	64%	74%	69%	57%
61.3%	60%	59%	57%	58%	67%	67%
71.2%	85%	71%	56%	80%	73%	62%
54.8%	68%	31%	60%	46%	62%	62%
73.3%	76%	77%	71%	73%	72%	71%
52.0%	53%	25%	69%	52%	58%	55%
68.8%	70%	68%	65%	66%	68%	76%
71.3%	75%	61%	82%	74%	68%	68%
79.2%	90%	46%	84%	85%	85%	85%
63.8%	65%	97%	34%	70%	50%	67%
72.8%	78%	76%	76%	80%	60%	67%
53.8%	66%	22%	66%	62%	54%	53%
72.2%	72%	80%	64%	68%	73%	76%
84.3%	88%	91%	79%	83%	94%	71%
86.8%	96%	89%	69%	92%	81%	94%
69.3%	66%	79%	59%	64%	78%	70%
68.7%	79%	69%	52%	78%	69%	65%
70.7%	80%	78%	56%	82%	64%	64%
52.0%	53%	80%	36%	48%	40%	55%
60.0%	61%	63%	64%	61%	48%	63%
72.2%	77%	79%	72%	68%	67%	70%
77.3%	82%	70%	71%	77%	81%	83%
58.3%	64%	66%	62%	51%	51%	56%
75.8%	74%	75%	75%	80%	75%	76%
62.0%	72%	26%	74%	73%	64%	63%
80.0%	74%	78%	94%	77%	62%	95%
70.7%	68%	70%	70%	75%	70%	71%

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

71.3%

4th

65.9%

6th

63.8%

2nd

68.5%

5th

64.3%

3rd

68.1%

62.3%

75%

78%

43%

59%

60%

60.0%

68%

55%

48%

64%

55%

70%

75.3%

76%

69%

74%

80%

74%

79%

62.7%

67%

49%

69%

65%

63%

50.7%

52%

61%

41%

58%

44%

48%

71.7%

80%

46%

73%

75%

71%

85%

71.7%

94%

77%

63%

65%

77%

54%

59.0%

55%

61%

49%

73%

55%

61%

79.2%

89%

55%

73%

83%

92%

57.7%

61%

60%

50%

60%

59%

56%

76.3%

80%

75%

78%

70%

75%

75.3%

83%

76%

80%

62%

75%

67.8%

70%

87%

59%

69%

53%

69%

57.2%

73%

78%

41%

57%

44%

50%

64.8%

75%

51%

65%

73%

60%

65%

53.3%

61%

59%

45%

54%

49%

52%

79.3%

82%

84%

80%

76%

74%

67.7%

80%

78%

67%

79%

52%

50%

56.8%

69%

68%

46%

49%

55%

54%

68.5%

65%

72%

59%

65%

78%

72%

65.8%

81%

62%

81%

45%

77.0%

90%

27%

82%

79%

92%

58.3%

66%

34%

67%

54%

62%

67%

49.5%

55%

61%

50%

42%

47%

48.0%

52%

35%

54%

49%

50%

48%

74.5%

75%

72%

75%

77.0%

85%

84%

69%

85%

68%

71%

66.8%

71%

90%

47%

59%

73%

61%

62.7%

69%

72%

56%

66%

62%

51%

63.2%

68%

73%

54%

63%

59%

62%

75.8%

89%

36%

84%

78%

79%

89%

78.2%

82%

78%

64%

79%

82%

84%

59.2%

56%

96%

41%

61%

42%

59%

46.2%

48%

68%

38%

42%

34%

47%

60.7%

58%

61%

60%

65%

57%

63%

57.7%

62%

56%

60%

53%

60%

55%

72.0%

77%

69%

64%

70%

75%

77%

57.0%

43%

67%

68%

41%

54%

69%

71.0%

74%

83%

67%

68%

48%

86%

56.5%

44%

60%

56%

54%

57%

68%

79.2%

85%

73%

74%

92%

69%

82%

84.5%

84%

91%

74%

85%

91%

82%

51.0%

55%

60%

42%

51%

52%

46%

51.8%

49%

55%

49%

42%

50%

66%

64.8%

65%

70%

60%

69%

60%

65%

81.8%

77%

89%

71%

96%

70%

88%

68.2%

72%

60%

65%

77%

64%

71%

95.5%

96%

98%

88%

96%

98%

97%

76.3%

86%

46%

85%

75%

82%

84%

57.0%

61%

69%

47%

48%

59%

58%

58.3%

69%

63%

55%

56%

54%

53%

50.0%

58%

27%

60%

62%

40%

53%

62.3%

66%

70%

61%

66%

48%

63%

57.5%

60%

73%

50%

54%

44%

64%

65.8%

63%

59%

58%

72%

75%

68%

66.2%

71%

52%

73%

68%

67%

66%

45.5%

49%

40%

46%

49%

40%

49%

77.3%

78%

84%

73%

77%

76%

43.5%

42%

64%

32%

49%

31%

43%

74.2%

84%

48%

79%

76%

79%

65.0%

77%

61%

51%

73%

66%

62%

62.2%

68%

66%

57%

61%

65%

56%

77.8%

75%

86%

92%

80%

61%

73%

60.7%

62%

61%

63%

56%

59%

73.2%

82%

50%

80%

63%

69%

95%

69.7%

78%

80%

68%

65%

56%

71%

56.5%

67%

66%

44%

59%

50%

53%

62.0%

60%

63%

65%

67%

64%

53%

61.5%

66%

63%

65%

62%

48%

65%

87.5%

86%

81%

96%

85%

86%

91%

62.5%

66%

64%

68%

61%

58%

72.2%

78%

49%

74%

78%

77%

80.2%

91%

61%

84%

76%

85%

67.7%

72%

62%

52%

65%

74%

81%

67.5%

74%

60%

72%

66%

72%

61%

85.2%

92%

67%

80%

88%

92%

63.3%

65%

61%

60%

58%

65%

71%

71.8%

78%

58%

74%

69%

74%

66.2%

72%

39%

76%

71%

67%

72%

71.8%

72%

67%

72%

73%

75%

80.3%

86%

72%

71%

86%

87%

80%

79.0%

85%

78%

87%

76%

68%

80%

66.2%

72%

77%

54%

70%

62%

85.0%

79%

85%

75%

96%

92%

83%

65.8%

66%

69%

57%

76%

62%

65%

49.7%

52%

48%

55%

46%

47%

50%

67.7%

72%

68%

72%

56%

66%

62.2%

61%

47%

53%

58%

78%

76%

70.8%

77%

67%

69%

79%

57%

76%

70.0%

81%

75%

64%

74%

69%

57%

61.3%

60%

59%

57%

58%

67%

71.2%

85%

71%

56%

80%

73%

62%

54.8%

68%

31%

60%

46%

62%

73.3%

76%

77%

71%

73%

72%

71%

52.0%

53%

25%

69%

52%

58%

55%

68.8%

70%

68%

65%

66%

68%

76%

71.3%

75%

61%

82%

74%

68%

79.2%

90%

46%

84%

85%

63.8%

65%

97%

34%

70%

50%

67%

72.8%

78%

76%

80%

60%

67%

53.8%

66%

22%

66%

62%

54%

53%

72.2%

72%

80%

64%

68%

73%

76%

84.3%

88%

91%

79%

83%

94%

71%

86.8%

96%

89%

69%

92%

81%

94%

69.3%

66%

79%

59%

64%

78%

70%

68.7%

79%

69%

52%

78%

69%

65%

70.7%

80%

78%

56%

82%

64%

52.0%

53%

80%

36%

48%

40%

55%

60.0%

61%

63%

64%

61%

48%

63%

72.2%

77%

79%

72%

68%

67%

70%

77.3%

82%

70%

71%

77%

81%

83%

58.3%

64%

66%

62%

51%

56%

75.8%

74%

75%

80%

75%

76%

62.0%

72%

26%

74%

73%

64%

63%

80.0%

74%

78%

94%

77%

62%

95%

70.7%

68%

70%

75%

70%

71%

DTeval

Global Dialogues GD4 - Bangladesh (10 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 71.3%	4th 65.9%	6th 63.8%	2nd 68.5%	5th 64.3%	3rd 68.1%
62.3%	75%	78%	43%	59%	59%	60%
60.0%	68%	55%	48%	64%	55%	70%
75.3%	76%	69%	74%	80%	74%	79%
62.7%	67%	49%	69%	65%	63%	63%
50.7%	52%	61%	41%	58%	44%	48%
71.7%	80%	46%	73%	75%	71%	85%
71.7%	94%	77%	63%	65%	77%	54%
59.0%	55%	61%	49%	73%	55%	61%
79.2%	89%	55%	73%	83%	83%	92%
57.7%	61%	60%	50%	60%	59%	56%
76.3%	80%	80%	75%	78%	70%	75%
75.3%	83%	76%	76%	80%	62%	75%
67.8%	70%	87%	59%	69%	53%	69%
57.2%	73%	78%	41%	57%	44%	50%
64.8%	75%	51%	65%	73%	60%	65%
53.3%	61%	59%	45%	54%	49%	52%
79.3%	82%	84%	80%	80%	76%	74%
67.7%	80%	78%	67%	79%	52%	50%
56.8%	69%	68%	46%	49%	55%	54%
68.5%	65%	72%	59%	65%	78%	72%
65.8%	81%	81%	62%	81%	45%	45%
77.0%	90%	27%	82%	79%	92%	92%
58.3%	66%	34%	67%	54%	62%	67%
49.5%	55%	61%	50%	42%	42%	47%
48.0%	52%	35%	54%	49%	50%	48%
74.5%	75%	75%	72%	75%	75%	75%
77.0%	85%	84%	69%	85%	68%	71%
66.8%	71%	90%	47%	59%	73%	61%
62.7%	69%	72%	56%	66%	62%	51%
63.2%	68%	73%	54%	63%	59%	62%
75.8%	89%	36%	84%	78%	79%	89%
78.2%	82%	78%	64%	79%	82%	84%
59.2%	56%	96%	41%	61%	42%	59%
46.2%	48%	68%	38%	42%	34%	47%
60.7%	58%	61%	60%	65%	57%	63%
57.7%	62%	56%	60%	53%	60%	55%
72.0%	77%	69%	64%	70%	75%	77%
57.0%	43%	67%	68%	41%	54%	69%
71.0%	74%	83%	67%	68%	48%	86%
56.5%	44%	60%	56%	54%	57%	68%
79.2%	85%	73%	74%	92%	69%	82%
84.5%	84%	91%	74%	85%	91%	82%
51.0%	55%	60%	42%	51%	52%	46%
51.8%	49%	55%	49%	42%	50%	66%
64.8%	65%	70%	60%	69%	60%	65%
81.8%	77%	89%	71%	96%	70%	88%
68.2%	72%	60%	65%	77%	64%	71%
95.5%	96%	98%	88%	96%	98%	97%
76.3%	86%	46%	85%	75%	82%	84%
57.0%	61%	69%	47%	48%	59%	58%
58.3%	69%	63%	55%	56%	54%	53%
50.0%	58%	27%	60%	62%	40%	53%
62.3%	66%	70%	61%	66%	48%	63%
57.5%	60%	73%	50%	54%	44%	64%
65.8%	63%	59%	58%	72%	75%	68%
66.2%	71%	52%	73%	68%	67%	66%
45.5%	49%	40%	46%	49%	40%	49%
77.3%	78%	84%	73%	77%	76%	76%
43.5%	42%	64%	32%	49%	31%	43%
74.2%	84%	48%	79%	76%	79%	79%
65.0%	77%	61%	51%	73%	66%	62%
62.2%	68%	66%	57%	61%	65%	56%
77.8%	75%	86%	92%	80%	61%	73%
60.7%	62%	61%	63%	63%	56%	59%
73.2%	82%	50%	80%	63%	69%	95%
69.7%	78%	80%	68%	65%	56%	71%
56.5%	67%	66%	44%	59%	50%	53%
62.0%	60%	63%	65%	67%	64%	53%
61.5%	66%	63%	65%	62%	48%	65%
87.5%	86%	81%	96%	85%	86%	91%
62.5%	66%	64%	68%	61%	58%	58%
72.2%	78%	49%	74%	78%	77%	77%
80.2%	91%	61%	84%	84%	76%	85%
67.7%	72%	62%	52%	65%	74%	81%
67.5%	74%	60%	72%	66%	72%	61%
85.2%	92%	67%	80%	88%	92%	92%
63.3%	65%	61%	60%	58%	65%	71%
71.8%	78%	78%	58%	74%	69%	74%
66.2%	72%	39%	76%	71%	67%	72%
71.8%	72%	67%	72%	72%	73%	75%
80.3%	86%	72%	71%	86%	87%	80%
79.0%	85%	78%	87%	76%	68%	80%
66.2%	72%	77%	54%	70%	62%	62%
85.0%	79%	85%	75%	96%	92%	83%
65.8%	66%	69%	57%	76%	62%	65%
49.7%	52%	48%	55%	46%	47%	50%
67.7%	72%	72%	68%	72%	56%	66%
62.2%	61%	47%	53%	58%	78%	76%
70.8%	77%	67%	69%	79%	57%	76%
70.0%	81%	75%	64%	74%	69%	57%
61.3%	60%	59%	57%	58%	67%	67%
71.2%	85%	71%	56%	80%	73%	62%
54.8%	68%	31%	60%	46%	62%	62%
73.3%	76%	77%	71%	73%	72%	71%
52.0%	53%	25%	69%	52%	58%	55%
68.8%	70%	68%	65%	66%	68%	76%
71.3%	75%	61%	82%	74%	68%	68%
79.2%	90%	46%	84%	85%	85%	85%
63.8%	65%	97%	34%	70%	50%	67%
72.8%	78%	76%	76%	80%	60%	67%
53.8%	66%	22%	66%	62%	54%	53%
72.2%	72%	80%	64%	68%	73%	76%
84.3%	88%	91%	79%	83%	94%	71%
86.8%	96%	89%	69%	92%	81%	94%
69.3%	66%	79%	59%	64%	78%	70%
68.7%	79%	69%	52%	78%	69%	65%
70.7%	80%	78%	56%	82%	64%	64%
52.0%	53%	80%	36%	48%	40%	55%
60.0%	61%	63%	64%	61%	48%	63%
72.2%	77%	79%	72%	68%	67%	70%
77.3%	82%	70%	71%	77%	81%	83%
58.3%	64%	66%	62%	51%	51%	56%
75.8%	74%	75%	75%	80%	75%	76%
62.0%	72%	26%	74%	73%	64%	63%
80.0%	74%	78%	94%	77%	62%	95%
70.7%	68%	70%	70%	75%	70%	71%