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User ab0fc20265f029efec479e60afc1366a Responses

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Survey Response Breakdown - Survey 156

User ID Submitted At Duration Ideal budget kll2 View Response
ab0fc2026... ab0fc20265f029efec479e60afc1366a 13-07-2026 13:31 96s [30, 30, 30, 10] 20%80% View Response

Survey Response Breakdown - Survey 181

User ID Submitted At Duration Ideal budget cosine_similarityleontief View Response
ab0fc2026... ab0fc20265f029efec479e60afc1366a 26-07-2026 13:55 94s [30, 30, 20, 20] 0%0% View Response

User ID: ab0fc20265f029efec479e60afc1366a

Survey ID: 156

Ideal budget: [30, 30, 30, 10]
⏱️ Response Time: 96s
Survey Summary
Choice Percentage
kl (Rank) 20%
l2 (Rank) 80%
Pairs List
Pair #1
Original choice: Option 2
Pair Score: 0.15
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[20, 55, 15, 10] kl: {best: -0.15, worst: -0.19}
✓ [35, 10, 30, 25] l2: {best: -25.50, worst: -30.82}
Pair #2
Original choice: Option 2
Pair Score: 0.15
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[20, 55, 15, 10] kl: {best: -0.15, worst: -0.19}
✓ [35, 30, 10, 25] l2: {best: -25.50, worst: -30.82}
Pair #3
Original choice: Option 2
Pair Score: 0.15
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [20, 55, 15, 10] kl: {best: -0.15, worst: -0.19}
[10, 30, 35, 25] l2: {best: -25.50, worst: -30.82}
Pair #4
Original choice: Option 1
Pair Score: 0.15
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [20, 15, 55, 10] kl: {best: -0.15, worst: -0.19}
[10, 30, 35, 25] l2: {best: -25.50, worst: -30.82}
Pair #5
Original choice: Option 1
Pair Score: 0.15
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[20, 15, 55, 10] kl: {best: -0.15, worst: -0.19}
✓ [35, 10, 30, 25] l2: {best: -25.50, worst: -30.82}
Pair #6
Original choice: Option 1
Pair Score: 0.15
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[20, 15, 55, 10] kl: {best: -0.15, worst: -0.19}
✓ [35, 30, 10, 25] l2: {best: -25.50, worst: -30.82}
Pair #7
Original choice: Option 1
Pair Score: 0.15
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[55, 20, 15, 10] kl: {best: -0.15, worst: -0.19}
✓ [10, 30, 35, 25] l2: {best: -25.50, worst: -30.82}
Pair #8
Original choice: Option 2
Pair Score: 0.15
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[55, 15, 20, 10] kl: {best: -0.15, worst: -0.19}
✓ [10, 30, 35, 25] l2: {best: -25.50, worst: -30.82}
Pair #9
Original choice: Option 2
Pair Score: 0.15
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[55, 15, 20, 10] kl: {best: -0.15, worst: -0.19}
✓ [30, 35, 10, 25] l2: {best: -25.50, worst: -30.82}
Pair #10
Original choice: Option 2
Pair Score: 0.15
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[55, 20, 15, 10] kl: {best: -0.15, worst: -0.19}
✓ [30, 35, 10, 25] l2: {best: -25.50, worst: -30.82}

Survey ID: 181

Ideal budget: [30, 30, 20, 20]
⏱️ Response Time: 94s
Survey Summary
Choice Percentage
cosine_similarity (Rank) 80%
leontief (Rank) 20%
Pairs List
Pair #1
Original choice: Option 2
Pair Score: 0.41
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
✓ [35, 10, 35, 20] cosine_similarity: {best: 0.88, worst: 0.70}
[15, 15, 10, 60] leontief: {best: 0.50, worst: 0.33}
Pair #2
Original choice: Option 2
Pair Score: 0.41
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
✓ [40, 10, 20, 30] cosine_similarity: {best: 0.90, worst: 0.70}
[15, 15, 10, 60] leontief: {best: 0.50, worst: 0.33}
Pair #3
Original choice: Option 2
Pair Score: 0.41
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
[40, 10, 25, 25] cosine_similarity: {best: 0.90, worst: 0.81}
✓ [15, 65, 10, 10] leontief: {best: 0.50, worst: 0.33}
Pair #4
Original choice: Option 1
Pair Score: 0.41
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
✓ [40, 10, 25, 25] cosine_similarity: {best: 0.90, worst: 0.70}
[15, 15, 10, 60] leontief: {best: 0.50, worst: 0.33}
Pair #5
Original choice: Option 1
Pair Score: 0.41
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
✓ [35, 10, 30, 25] cosine_similarity: {best: 0.90, worst: 0.80}
[25, 15, 10, 50] leontief: {best: 0.50, worst: 0.33}
Pair #6
Original choice: Option 2
Pair Score: 0.41
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
✓ [40, 10, 25, 25] cosine_similarity: {best: 0.90, worst: 0.80}
[25, 15, 10, 50] leontief: {best: 0.50, worst: 0.33}
Pair #7
Original choice: Option 2
Pair Score: 0.41
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
✓ [40, 10, 25, 25] cosine_similarity: {best: 0.90, worst: 0.70}
[15, 15, 60, 10] leontief: {best: 0.50, worst: 0.33}
Pair #8
Original choice: Option 2
Pair Score: 0.41
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
[40, 10, 30, 20] cosine_similarity: {best: 0.90, worst: 0.70}
✓ [15, 15, 60, 10] leontief: {best: 0.50, worst: 0.33}
Pair #9
Original choice: Option 1
Pair Score: 0.41
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
✓ [45, 10, 15, 30] cosine_similarity: {best: 0.88, worst: 0.70}
[15, 15, 60, 10] leontief: {best: 0.50, worst: 0.33}
Pair #10
Original choice: Option 2
Pair Score: 0.41
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
✓ [40, 10, 25, 25] cosine_similarity: {best: 0.90, worst: 0.81}
[20, 20, 10, 50] leontief: {best: 0.50, worst: 0.33}