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User 67ace626cf732365d742ed24d206e1eb Responses

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Survey Response Breakdown - Survey 124

User ID Submitted At Duration Ideal budget cosine_similarityleontief View Response
67ace626c... 67ace626cf732365d742ed24d206e1eb 19-01-2026 14:45 N/A [40, 25, 35] 0%100% View Response

Survey Response Breakdown - Survey 181

User ID Submitted At Duration Ideal budget cosine_similarityleontief View Response
67ace626c... 67ace626cf732365d742ed24d206e1eb 26-07-2026 11:54 159s [40, 20, 20, 20] 80%20% View Response

User ID: 67ace626cf732365d742ed24d206e1eb

Survey ID: 124

Ideal budget: [40, 25, 35]
⏱️ Response Time: N/A
Survey Summary
Choice Percentage
Option 1 50%
Option 2 50%
Pairs List
Pair #1
Original choice: Option 1
Choice Option Type
✓ [30, 45, 25] kl: {best: -0.09, worst: -0.23}
[55, 35, 10] anti_leontief: {best: -1.40, worst: -1.80}
Pair #2
Original choice: Option 2
Choice Option Type
[25, 50, 25] kl: {best: -0.13, worst: -0.31}
✓ [10, 35, 55] anti_leontief: {best: -1.57, worst: -2.00}
Pair #3
Original choice: Option 2
Choice Option Type
[30, 50, 20] kl: {best: -0.14, worst: -0.31}
✓ [10, 40, 50] anti_leontief: {best: -1.60, worst: -2.00}
Pair #4
Original choice: Option 2
Choice Option Type
✓ [35, 45, 20] kl: {best: -0.10, worst: -0.23}
[60, 30, 10] anti_leontief: {best: -1.50, worst: -1.80}
Pair #5
Original choice: Option 1
Choice Option Type
[25, 55, 20] kl: {best: -0.19, worst: -0.32}
✓ [10, 30, 60] anti_leontief: {best: -1.71, worst: -2.20}
Pair #6
Original choice: Option 1
Choice Option Type
✓ [30, 40, 30] kl: {best: -0.05, worst: -0.12}
[55, 30, 15] anti_leontief: {best: -1.38, worst: -1.60}
Pair #7
Original choice: Option 2
Choice Option Type
[25, 45, 30] kl: {best: -0.10, worst: -0.19}
✓ [15, 30, 55] anti_leontief: {best: -1.57, worst: -1.80}
Pair #8
Original choice: Option 1
Choice Option Type
[20, 55, 25] kl: {best: -0.20, worst: -0.32}
✓ [10, 45, 45] anti_leontief: {best: -1.80, worst: -2.20}
Pair #9
Original choice: Option 2
Choice Option Type
✓ [35, 40, 25] kl: {best: -0.05, worst: -0.12}
[50, 35, 15] anti_leontief: {best: -1.40, worst: -1.60}
Pair #10
Original choice: Option 1
Choice Option Type
✓ [35, 50, 15] kl: {best: -0.18, worst: -0.27}
[70, 20, 10] anti_leontief: {best: -1.75, worst: -2.00}

Survey ID: 181

Ideal budget: [40, 20, 20, 20]
⏱️ Response Time: 159s
Survey Summary
Choice Percentage
cosine_similarity (Rank) 80%
leontief (Rank) 20%
Pairs List
Pair #1
Original choice: Option 1
Pair Score: 0.31
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [15, 25, 35, 25] cosine_similarity: {best: 0.84, worst: 0.70}
[20, 60, 10, 10] leontief: {best: 0.50, worst: 0.38}
Pair #2
Original choice: Option 1
Pair Score: 0.31
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [15, 25, 40, 20] cosine_similarity: {best: 0.81, worst: 0.70}
[20, 10, 10, 60] leontief: {best: 0.50, worst: 0.38}
Pair #3
Original choice: Option 2
Pair Score: 0.31
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [15, 25, 40, 20] cosine_similarity: {best: 0.81, worst: 0.70}
[20, 10, 60, 10] leontief: {best: 0.50, worst: 0.38}
Pair #4
Original choice: Option 2
Pair Score: 0.31
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [15, 25, 40, 20] cosine_similarity: {best: 0.81, worst: 0.70}
[20, 60, 10, 10] leontief: {best: 0.50, worst: 0.38}
Pair #5
Original choice: Option 2
Pair Score: 0.31
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [15, 30, 20, 35] cosine_similarity: {best: 0.83, worst: 0.70}
[20, 10, 10, 60] leontief: {best: 0.50, worst: 0.38}
Pair #6
Original choice: Option 1
Pair Score: 0.31
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [15, 30, 20, 35] cosine_similarity: {best: 0.83, worst: 0.70}
[20, 10, 60, 10] leontief: {best: 0.50, worst: 0.38}
Pair #7
Original choice: Option 2
Pair Score: 0.31
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [15, 25, 30, 30] cosine_similarity: {best: 0.84, worst: 0.70}
[20, 10, 10, 60] leontief: {best: 0.50, worst: 0.38}
Pair #8
Original choice: Option 1
Pair Score: 0.31
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[15, 25, 30, 30] cosine_similarity: {best: 0.84, worst: 0.70}
✓ [20, 10, 60, 10] leontief: {best: 0.50, worst: 0.38}
Pair #9
Original choice: Option 1
Pair Score: 0.31
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[15, 30, 20, 35] cosine_similarity: {best: 0.83, worst: 0.70}
✓ [20, 60, 10, 10] leontief: {best: 0.50, worst: 0.38}
Pair #10
Original choice: Option 2
Pair Score: 0.31
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [15, 30, 25, 30] cosine_similarity: {best: 0.84, worst: 0.70}
[20, 10, 10, 60] leontief: {best: 0.50, worst: 0.38}