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User f28f0c9fbd80a4e12c27ba288320869e Responses

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Survey Response Breakdown - Survey 112

User ID Submitted At Duration Ideal budget Consistency View Response
f28f0c9fb... f28f0c9fbd80a4e12c27ba288320869e 25-09-2025 12:56 N/A [30, 30, 40] 33.3% View Response

Survey Response Breakdown - Survey 154

User ID Submitted At Duration Ideal budget kll2 View Response
f28f0c9fb... f28f0c9fbd80a4e12c27ba288320869e 28-01-2026 12:14 N/A [30, 35, 35] 0%0% View Response

Survey Response Breakdown - Survey 160

User ID Submitted At Duration Ideal budget kll2 View Response
f28f0c9fb... f28f0c9fbd80a4e12c27ba288320869e 31-03-2026 15:49 N/A [60, 20, 20] 0%0% View Response

Survey Response Breakdown - Survey 174

User ID Submitted At Duration Ideal budget Linear Consistency View Response
f28f0c9fb... f28f0c9fbd80a4e12c27ba288320869e 18-02-2026 15:02 N/A [25, 25, 25, 10, 15] 50% View Response

Survey Response Breakdown - Survey 195

User ID Submitted At Duration Ideal budget FarNear View Response
f28f0c9fb... f28f0c9fbd80a4e12c27ba288320869e 05-07-2026 20:20 140s [25, 25, 25, 15, 10] 0%100% View Response

User ID: f28f0c9fbd80a4e12c27ba288320869e

User Preference Consistency Analysis

Table: Preference A vs B
Question + Question – Row Consistency
Magnitude 0.2 A > B A > B ✓
Magnitude 0.4 A > B A > B ✓
Col. Cons. ✓ ✓ Final Score: 1 ✓
Table: Preference A vs C
Question + Question – Row Consistency
Magnitude 0.2 C > A A > C ✗
Magnitude 0.4 A > C A > C ✓
Col. Cons. ✗ ✓ Final Score: 0 ✗
Table: Preference B vs C
Question + Question – Row Consistency
Magnitude 0.2 C > B B > C ✗
Magnitude 0.4 B > C B > C ✓
Col. Cons. ✗ ✓ Final Score: 0 ✗
Final Ranking Summary Table
Question + Question – Row Consistency
Magnitude X1=6 C > A > B A > B > C ◐ 1/3
Magnitude X2=12 A > B > C A > B > C ✓ 3/3
Col. Cons. ◐ 1/3 ✓ 3/3 ◐ 1/3
Understanding Consistency Scores

This analysis measures how consistently the user ranks the same budget subjects across different scenarios. Perfect consistency (✓) means the user always ranks subjects the same way (3/3). Partial consistency (◐) means the user shows consistency in some scenarios but varies in others (1/3 or 2/3). Failed consistency (✗) means the user's rankings vary significantly (0/3). Note: In questions with negative magnitude (Question –), user preferences are swapped to reflect the true meaning of their choices.

✓ Perfect Consistency
◐ Partial Consistency
✗ Inconsistent

Survey ID: 112

Ideal budget: [30, 30, 40]
⏱️ Response Time: N/A
Survey Summary
Choice Percentage
Option A 33%
Option B 67%
Pairs List
Pair #1
Original choice: Option 1
Choice Option Type
✓ [42, 24, 34] Preference Ranking Q1 (mag=6, positive) - Option A
[24, 42, 34] Preference Ranking Q1 (mag=6, positive) - Option B
Pair #2
Original choice: Option 2
Choice Option Type
[42, 24, 34] Preference Ranking Q1 (mag=6, positive) - Option A
✓ [24, 24, 52] Preference Ranking Q1 (mag=6, positive) - Option C
Pair #3
Original choice: Option 2
Choice Option Type
[24, 42, 34] Preference Ranking Q1 (mag=6, positive) - Option B
✓ [24, 24, 52] Preference Ranking Q1 (mag=6, positive) - Option C
Pair #4
Original choice: Option 2
Choice Option Type
[18, 36, 46] Preference Ranking Q2 (mag=6, negative) - Option A
✓ [36, 18, 46] Preference Ranking Q2 (mag=6, negative) - Option B
Pair #5
Original choice: Option 2
Choice Option Type
[18, 36, 46] Preference Ranking Q2 (mag=6, negative) - Option A
✓ [36, 36, 28] Preference Ranking Q2 (mag=6, negative) - Option C
Pair #6
Original choice: Option 2
Choice Option Type
[36, 18, 46] Preference Ranking Q2 (mag=6, negative) - Option B
✓ [36, 36, 28] Preference Ranking Q2 (mag=6, negative) - Option C
Pair #7
Original choice: Option 1
Choice Option Type
✓ [54, 18, 28] Preference Ranking Q4 (mag=12, positive) - Option A
[18, 54, 28] Preference Ranking Q4 (mag=12, positive) - Option B
Pair #8
Original choice: Option 1
Choice Option Type
✓ [54, 18, 28] Preference Ranking Q4 (mag=12, positive) - Option A
[18, 18, 64] Preference Ranking Q4 (mag=12, positive) - Option C
Pair #9
Original choice: Option 1
Choice Option Type
✓ [18, 54, 28] Preference Ranking Q4 (mag=12, positive) - Option B
[18, 18, 64] Preference Ranking Q4 (mag=12, positive) - Option C
Pair #10
Original choice: Option 2
Choice Option Type
[6, 42, 52] Preference Ranking Q5 (mag=12, negative) - Option A
✓ [42, 6, 52] Preference Ranking Q5 (mag=12, negative) - Option B
Pair #11
Original choice: Option 2
Choice Option Type
[6, 42, 52] Preference Ranking Q5 (mag=12, negative) - Option A
✓ [42, 42, 16] Preference Ranking Q5 (mag=12, negative) - Option C
Pair #12
Original choice: Option 2
Choice Option Type
[42, 6, 52] Preference Ranking Q5 (mag=12, negative) - Option B
✓ [42, 42, 16] Preference Ranking Q5 (mag=12, negative) - Option C

Survey ID: 154

Ideal budget: [30, 35, 35]
⏱️ Response Time: N/A
Survey Summary
Choice Percentage
kl (Rank) 30%
l2 (Rank) 70%
Pairs List
Pair #1
Original choice: Option 1
Pair Score: 0.11
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, 65, 15] kl: {best: -0.20, worst: -0.24}
✓ [50, 10, 40] l2: {best: -32.40, worst: -37.42}
Pair #2
Original choice: Option 1
Pair Score: 0.10
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, 60, 20] kl: {best: -0.13, worst: -0.16}
[10, 50, 40] l2: {best: -25.50, worst: -30.82}
Pair #3
Original choice: Option 1
Pair Score: 0.10
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
[60, 20, 20] kl: {best: -0.18, worst: -0.23}
✓ [45, 45, 10] l2: {best: -30.82, worst: -36.74}
Pair #4
Original choice: Option 1
Pair Score: 0.09
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, 65] kl: {best: -0.20, worst: -0.24}
[50, 40, 10] l2: {best: -32.40, worst: -37.42}
Pair #5
Original choice: Option 1
Pair Score: 0.09
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
[15, 20, 65] kl: {best: -0.19, worst: -0.23}
✓ [35, 55, 10] l2: {best: -32.40, worst: -36.74}
Pair #6
Original choice: Option 2
Pair Score: 0.09
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, 20, 60] kl: {best: -0.13, worst: -0.16}
[10, 40, 50] l2: {best: -25.50, worst: -30.82}
Pair #7
Original choice: Option 1
Pair Score: 0.09
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
[15, 65, 20] kl: {best: -0.19, worst: -0.23}
✓ [35, 10, 55] l2: {best: -32.40, worst: -36.74}
Pair #8
Original choice: Option 1
Pair Score: 0.08
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, 30, 15] kl: {best: -0.17, worst: -0.23}
✓ [45, 10, 45] l2: {best: -30.82, worst: -32.40}
Pair #9
Original choice: Option 1
Pair Score: 0.08
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, 30] kl: {best: -0.17, worst: -0.23}
✓ [40, 50, 10] l2: {best: -30.82, worst: -32.40}
Pair #10
Original choice: Option 2
Pair Score: 0.08
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
[25, 15, 60] kl: {best: -0.16, worst: -0.23}
✓ [40, 10, 50] l2: {best: -30.82, worst: -32.40}

Survey ID: 160

Ideal budget: [60, 20, 20]
⏱️ Response Time: N/A
Survey Summary
Choice Percentage
kl (Rank) 50%
l2 (Rank) 50%
Pairs List
Pair #1
Original choice: Option 2
Pair Score: 0.07
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, 10, 70] kl: {best: -0.55, worst: -0.75}
✓ [10, 45, 45] l2: {best: -61.24, worst: -64.81}
Pair #2
Original choice: Option 2
Pair Score: 0.07
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, 70, 10] kl: {best: -0.55, worst: -0.75}
[10, 45, 45] l2: {best: -61.24, worst: -64.81}
Pair #3
Original choice: Option 1
Pair Score: 0.06
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
✓ [15, 75, 10] kl: {best: -0.71, worst: -0.77}
[10, 60, 30] l2: {best: -64.81, worst: -71.76}
Pair #4
Original choice: Option 1
Pair Score: 0.06
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
[15, 10, 75] kl: {best: -0.71, worst: -0.77}
✓ [10, 60, 30] l2: {best: -64.81, worst: -71.76}
Pair #5
Original choice: Option 1
Pair Score: 0.06
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
[15, 15, 70] kl: {best: -0.64, worst: -0.76}
✓ [10, 55, 35] l2: {best: -62.85, worst: -67.45}
Pair #6
Original choice: Option 1
Pair Score: 0.06
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
✓ [15, 70, 15] kl: {best: -0.64, worst: -0.76}
[10, 55, 35] l2: {best: -62.85, worst: -67.45}
Pair #7
Original choice: Option 1
Pair Score: 0.06
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, 70, 10] kl: {best: -0.55, worst: -0.75}
[10, 50, 40] l2: {best: -61.64, worst: -64.81}
Pair #8
Original choice: Option 2
Pair Score: 0.06
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, 10, 70] kl: {best: -0.55, worst: -0.75}
✓ [10, 50, 40] l2: {best: -61.64, worst: -64.81}
Pair #9
Original choice: Option 2
Pair Score: 0.06
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
[15, 70, 15] kl: {best: -0.64, worst: -0.76}
✓ [10, 35, 55] l2: {best: -62.85, worst: -67.45}
Pair #10
Original choice: Option 2
Pair Score: 0.06
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
✓ [15, 15, 70] kl: {best: -0.64, worst: -0.76}
[10, 35, 55] l2: {best: -62.85, worst: -67.45}

Survey ID: 174

Ideal budget: [25, 25, 25, 10, 15]
⏱️ Response Time: N/A

Consistency

Group Consistency %
Group 1 100.0%
Group 2 0.0%
Group 3 100.0%
Group 4 0.0%
Group 5 100.0%
Group 6 0.0%
Overall 50.0%
Higher percentages indicate more consistent choices within each group
Pairs List
Pair #1
Original choice: Option 1
Choice Option Type
[42, 30, 17, 1, 10] Linear Pattern + (v1)
Changes: [+17, +5, -8, -9, -5]
✓ [31, 24, 35, 7, 3] Linear Pattern + (w1)
Changes: [+6, -1, +10, -3, -12]
Pair #2
Original choice: Option 1
Choice Option Type
[8, 20, 33, 19, 20] Linear Pattern - (v1)
Changes: [-17, -5, +8, +9, +5]
✓ [19, 26, 15, 13, 27] Linear Pattern - (w1)
Changes: [-6, +1, -10, +3, +12]
Pair #3
Original choice: Option 2
Choice Option Type
[30, 30, 27, 5, 8] Linear Pattern + (v2)
Changes: [+5, +5, +2, -5, -7]
✓ [38, 16, 24, 5, 17] Linear Pattern + (w2)
Changes: [+13, -9, -1, -5, +2]
Pair #4
Original choice: Option 2
Choice Option Type
✓ [20, 20, 23, 15, 22] Linear Pattern - (v2)
Changes: [-5, -5, -2, +5, +7]
[12, 34, 26, 15, 13] Linear Pattern - (w2)
Changes: [-13, +9, +1, +5, -2]
Pair #5
Original choice: Option 2
Choice Option Type
✓ [36, 21, 25, 2, 16] Linear Pattern + (v3)
Changes: [+11, -4, 0, -8, +1]
[40, 19, 16, 2, 23] Linear Pattern + (w3)
Changes: [+15, -6, -9, -8, +8]
Pair #6
Original choice: Option 1
Choice Option Type
✓ [14, 29, 25, 18, 14] Linear Pattern - (v3)
Changes: [-11, +4, 0, +8, -1]
[10, 31, 34, 18, 7] Linear Pattern - (w3)
Changes: [-15, +6, +9, +8, -8]
Pair #7
Original choice: Option 2
Choice Option Type
[21, 25, 39, 8, 7] Linear Pattern + (v4)
Changes: [-4, 0, +14, -2, -8]
✓ [29, 24, 34, 2, 11] Linear Pattern + (w4)
Changes: [+4, -1, +9, -8, -4]
Pair #8
Original choice: Option 1
Choice Option Type
✓ [29, 25, 11, 12, 23] Linear Pattern - (v4)
Changes: [+4, 0, -14, +2, +8]
[21, 26, 16, 18, 19] Linear Pattern - (w4)
Changes: [-4, +1, -9, +8, +4]
Pair #9
Original choice: Option 2
Choice Option Type
✓ [19, 27, 43, 11, 0] Linear Pattern + (v5)
Changes: [-6, +2, +18, +1, -15]
[15, 45, 15, 19, 6] Linear Pattern + (w5)
Changes: [-10, +20, -10, +9, -9]
Pair #10
Original choice: Option 1
Choice Option Type
✓ [31, 23, 7, 9, 30] Linear Pattern - (v5)
Changes: [+6, -2, -18, -1, +15]
[35, 5, 35, 1, 24] Linear Pattern - (w5)
Changes: [+10, -20, +10, -9, +9]
Pair #11
Original choice: Option 2
Choice Option Type
[16, 34, 26, 6, 18] Linear Pattern + (v6)
Changes: [-9, +9, +1, -4, +3]
✓ [22, 22, 39, 7, 10] Linear Pattern + (w6)
Changes: [-3, -3, +14, -3, -5]
Pair #12
Original choice: Option 2
Choice Option Type
✓ [34, 16, 24, 14, 12] Linear Pattern - (v6)
Changes: [+9, -9, -1, +4, -3]
[28, 28, 11, 13, 20] Linear Pattern - (w6)
Changes: [+3, +3, -14, +3, +5]

Survey ID: 195

Ideal budget: [25, 25, 25, 15, 10]
⏱️ Response Time: 140s
Survey Summary
Choice Percentage
Far 0%
Near 100%
Pairs List
Pair #1
Original choice: Option 1
Choice Option Type
[15, 10, 0, 40, 35] Far
✓ [15, 10, 5, 40, 30] Near (Weight: 0.1, Delta: 2)
Pair #2
Original choice: Option 2
Choice Option Type
[0, 45, 5, 45, 5] Far
✓ [0, 45, 5, 40, 10] Near (Weight: 0.5, Delta: 2)
Pair #3
Original choice: Option 2
Choice Option Type
[10, 25, 25, 15, 25] Far
✓ [15, 25, 25, 15, 20] Near (Weight: 0.2, Delta: 3)
Pair #4
Original choice: Option 2
Choice Option Type
[20, 50, 5, 15, 10] Far
✓ [20, 40, 15, 15, 10] Near (Weight: 0.6, Delta: 12)
Pair #5
Original choice: Option 1
Choice Option Type
[25, 10, 20, 20, 25] Far
✓ [25, 25, 20, 20, 10] Near (Weight: 0.9, Delta: 14)
Pair #6
Original choice: Option 1
Choice Option Type
[0, 25, 30, 5, 40] Far
✓ [0, 25, 30, 10, 35] Near (Weight: 0.7, Delta: 7)
Pair #7
Original choice: Option 2
Choice Option Type
[10, 10, 25, 35, 20] Far
✓ [10, 20, 25, 35, 10] Near (Weight: 0.8, Delta: 8)
Pair #8
Original choice: Option 2
Choice Option Type
[30, 5, 25, 10, 30] Far
✓ [30, 15, 25, 10, 20] Near (Weight: 0.5, Delta: 10)
Pair #9
Original choice: Option 2
Choice Option Type
[0, 10, 25, 30, 35] Far
✓ [5, 10, 25, 25, 35] Near (Weight: 0.4, Delta: 6)
Pair #10
Original choice: Option 1
Choice Option Type
[25, 40, 5, 0, 30] Far
✓ [25, 35, 10, 0, 30] Near (Weight: 0.3, Delta: 4)