Card History Pipeline Metrics
Last updated: Mar 24, 2026 at 19:32 UTC v1.0
Live
Pipeline Runs:
Active Alarms
13
Details
critical
Step 8 predictions do not match Step 9 output rows
s8_predictions_generated=6221960, s9_rows_output=15960680
Widget: s9_rows_output
critical
Neighbor search sales pool is empty
sales_ids_count=0 at snapshot=2025-09-01
critical
Fallback prediction rate is high
fallback_rate=0.9824, high_threshold=0.5, critical_threshold=0.9
Widget: s8_fallback_rate
critical
Raw prediction monotonicity violation rate is high
violation_rate=0.9899, high_threshold=0.05, critical_threshold=0.2
Widget: s9_monotonicity_violation_rate
critical
QA outlier percentage is high
qa_outlier_pct=60.7, high_threshold=20.0, critical_threshold=40.0
Widget: s9_qa_outlier_pct
high
eBay feed is stale
eBay hours since last sale=34.9
Widget: s1_ebay_staleness_alert
high
Market index lags sales dates
index_max_date=2026-03-17, max_sale_date=2026-03-23, lag_days=6
high
Today dollar volume dropped sharply vs recent comparison points
today_dollar=643.04, ref_dollar=2110202.52, ratio_threshold=0.25
Widget: sales_comparison
high
Today sales volume dropped sharply vs recent comparison points
today_volume=12, ref_volume=14055, ratio_threshold=0.3
Widget: sales_comparison
high
Average neighbors per query is low
avg_neighbors_per_query=22.78, threshold=45.00
Widget: s5_avg_neighbors_per_query
high
Too many non-sales neighbors skipped per query
avg_skipped=134.24, threshold=50.0
Widget: s5_avg_skipped_per_query
high
Catalog neighbor coverage is low
coverage_pct=98.16, threshold=99.0
Widget: s5_catalog_coverage_pct
medium
Extreme prices detected
Extreme price count=16
Widget: s1_extreme_prices_count
Metrics (103)
Pipeline Started
2026-03-24 10:47:51
Sales Before 9/1/2025
152527
Total Dropped Sales Before 9/1/2025
152527
eBay Fixed-Price Records Downloaded
1022416
PWCC Fixed-Price Records Downloaded
103134
Total Fixed-Price Records Downloaded
1125550
Total Records Downloaded
1177387
Ebay Records Downloaded
909320
PWCC Records Downloaded
268067
Most Recent eBay Sale Date
2026-03-23
Most Recent PWCC Sale Date
2026-03-19
Days Since Last Sale
1
eBay Data Stale (>24h)
Alarm
1
eBay Hours Since Last Sale
34.9000
PWCC Data Stale (>168h)
0
PWCC Hours Since Last Sale
107.3000
Extreme Prices (<$0.01 or >$100K)
Alarm
16
Extreme Prices in Last 24h (%)
0.0000
Step 1 Duration
304.6000
Step 2 Input Rows
270520
Empty Embedding Text Count
0
Empty Embedding Text Percentage
0.0000
Avg Embedding Text Length
67.2000
Cards Embedded
270520
Embedding Dimension
1024
Step 2 Duration
136.2000
Active Sale Days (Last 28d)
28
Max Gap Between Active Sale Days (Last 28d)
2
Median Days Between Sales (Top 100 Cards)
0.0000
Today Unique Card Share
1.0000
Total Filtered Records
6907321
Historical Rows Exported
685361
Today Rows Generated
6221960
Step 3 Duration
1368.0000
Cards with Sales (Training Set)
53290
Cards with Sales Ratio
0.1970
Total Cards Embedded
270520
Final Training Loss
0.0020
Final Validation Loss
0.0038
Step 4 Duration
122.1000
Total Catalog Cards (Query Set)
270520
Cards with Neighbors
265553
Catalog Coverage (%)
Alarm
98.1600
Total Neighbor Pairs
6049098
Database Size (Unified Embeddings)
270520
Average Neighbors Per Query
Alarm
22.7800
Avg Non-Sales Neighbors Skipped Per Query
Alarm
134.2400
Number of Neighbor Snapshots
9
Step 5 Duration
598.0000
Historical Rows Input
685361
Today Rows Input
6221960
Historical Log Rows with Neighbors
685361
Today Log Rows with Neighbors
6221960
Historical Rows with Neighbors
685361
Today Rows with Neighbors
6221960
Step 6 Duration
902.0000
Search/Training Jobs
6
Validation Rows
80042
Validation Non-Zero Target Rows
80042
Validation MdAPE
16.1600
Validation MAPE
32.2700
Bins Skipped Due to Low Sample Count
0
Bin Models Trained
5
Fallback Model Saved
1
Step 7 Models Trained
6
Mean Calibration MdAPE
16.1600
Mean Calibration MAPE
32.2700
Step 7 Duration
26.0000
Predictions Generated
6221960
Bin-Routed Predictions
109314
Fallback Predictions
6112646
Unrouted Predictions
0
Dataset Alignment Mismatch Count
0
Fallback Prediction Rate
Alarm
0.9824
Non-Finite Predictions Count
0
Prediction Min
2.0771
Prediction Max
40126.5859
Prediction Mean
82.1717
Prediction Median
31.9691
Prediction Std Dev
261.6881
Negative Predictions Count
0
Negative Predictions Rate
0.0000
Step 8 Duration
62.7000
Rows Input Before QA
6221960
Total Grade/Company Groups
811560
Monotonicity Violations (prediction)
803333
Monotonicity Violation Rate
Alarm
0.9899
Post-Sort Monotonicity Violations
0
Prediction Interval Violations
0
Unrouted Predictions After QA
0
Duplicate Prediction Keys
0
Rows Output After QA
Alarm
15960680
QA Compared Rows
34253
QA Outliers (>20% diff)
20790
QA Outlier Percentage
Alarm
60.7000
Step 9 Duration
299.9000
Documents Uploaded
15960680
Documents Expected
15960680
Upload Enabled
1
Step 10 Duration
2426.0000
Pipeline Ended
2026-03-24 12:32:10
Pipeline Total Duration (sec)
6259.9000
Active Alarms Count
13
Charts (7)
eBay Grade Distribution
bar
PWCC Grade Distribution
bar
Sales Per Day
line
| date | sales |
|---|---|
| 2026-02-23 | 2699 |
| 2026-02-24 | 3394 |
| 2026-02-25 | 3374 |
| 2026-02-26 | 3218 |
| 2026-02-27 | 2490 |
| 2026-02-28 | 4196 |
| 2026-03-01 | 10372 |
| 2026-03-02 | 8468 |
| 2026-03-03 | 2240 |
| 2026-03-04 | 3319 |
Showing 10 of 28 rows
Dollar Volume Per Day
line
| date | dollar_volume |
|---|---|
| 2026-02-23 | 831035.5900 |
| 2026-02-24 | 725498.0400 |
| 2026-02-25 | 1052976.1800 |
| 2026-02-26 | 752269.9000 |
| 2026-02-27 | 527005.7500 |
| 2026-02-28 | 645628.9300 |
| 2026-03-01 | 3768756.3500 |
| 2026-03-02 | 1186947.1000 |
| 2026-03-03 | 684122.1500 |
| 2026-03-04 | 989435.1800 |
Showing 10 of 28 rows
Median Sales Price Per Day
line
| date | median_price |
|---|---|
| 2026-02-23 | 56.0000 |
| 2026-02-24 | 44.5000 |
| 2026-02-25 | 71.0000 |
| 2026-02-26 | 45.4700 |
| 2026-02-27 | 58.0000 |
| 2026-02-28 | 43.2500 |
| 2026-03-01 | 54.0000 |
| 2026-03-02 | 27.6000 |
| 2026-03-03 | 69.0000 |
| 2026-03-04 | 62.0000 |
Showing 10 of 28 rows
Sales Price Distribution (2026-03-23)
bar
Sales Grade Distribution (2026-03-23)
bar
Tables (8)
Data Anomalies
| Type | Count |
|---|---|
| Zero-bid auctions | 644 |
| Single-bid auctions | 72,281 |
eBay Missing Data
| Field | Count | Pct |
|---|---|---|
| gemrate_id | 0 | 0.00% |
| grade | 11 | 0.00% |
| price | 0 | 0.00% |
PWCC Missing Data
| Field | Count | Pct |
|---|---|---|
| gemrate_id | 0 | 0.00% |
| grade | 1 | 0.00% |
| price | 0 | 0.00% |
Marketplace Breakdown
| Source | Records | Share |
|---|---|---|
| eBay | 909320 | 77.2000 |
| PWCC | 268067 | 22.8000 |
Sales Concentration Per Day
| date | total_sales | unique_cards |
|---|---|---|
| 2026-03-23 | 12 | 12 |
| 2026-03-22 | 14 | 14 |
| 2026-03-20 | 2154 | 1476 |
| 2026-03-19 | 3017 | 1843 |
| 2026-03-18 | 3789 | 2408 |
| 2026-03-17 | 3149 | 2083 |
| 2026-03-16 | 14055 | 6545 |
| 2026-03-15 | 8421 | 4940 |
| 2026-03-14 | 3700 | 2383 |
| 2026-03-13 | 2969 | 1944 |
| 2026-03-12 | 3380 | 2033 |
| 2026-03-11 | 2439 | 1684 |
| 2026-03-10 | 2665 | 1632 |
| 2026-03-09 | 8017 | 4914 |
| 2026-03-08 | 11820 | 6266 |
| 2026-03-07 | 4022 | 2480 |
| 2026-03-06 | 2703 | 1786 |
| 2026-03-05 | 3005 | 1867 |
| 2026-03-04 | 3319 | 2175 |
| 2026-03-03 | 2240 | 1564 |
| 2026-03-02 | 8468 | 5166 |
| 2026-03-01 | 10372 | 5884 |
| 2026-02-28 | 4196 | 2546 |
| 2026-02-27 | 2490 | 1665 |
| 2026-02-26 | 3218 | 2077 |
| 2026-02-25 | 3374 | 2211 |
| 2026-02-24 | 3394 | 2182 |
| 2026-02-23 | 2699 | 1880 |
Sales Comparison: Today vs 7d vs 28d Ago
Alarm
| period | date | volume | dollar_total |
|---|---|---|---|
| Today | 2026-03-23 | 12 | 643.0400 |
| 7 Days Ago | 2026-03-16 | 14055 | 2110202.5200 |
| 28 Days Ago | 2026-02-23 | 2699 | 831035.5900 |
Pipeline Step Summary
| Step | Status |
|---|---|
| Step 1: Download | Ran |
| Step 2: Text Embedding | Ran |
| Step 3: Feature Prep | Ran |
| Step 4: Price Embedding | Ran |
| Step 5: Neighbor Search | Ran |
| Step 6: Neighbor Prices | Ran |
| Step 7: Train Model | Ran |
| Step 8: Inference | Ran |
| Step 9: QA | Ran |
| Step 10: Upload | Ran |
Active Alarms Summary
| severity | alarm_id | title | source_widget_id | reason |
|---|---|---|---|---|
| critical | a_cross_s8_to_s9_row_count_mismatch | Step 8 predictions do not match Step 9 output rows | s9_rows_output | s8_predictions_generated=6221960, s9_rows_output=15960680 |
| critical | a_s5_sales_pool_empty | Neighbor search sales pool is empty | None | sales_ids_count=0 at snapshot=2025-09-01 |
| critical | a_s8_fallback_rate_high | Fallback prediction rate is high | s8_fallback_rate | fallback_rate=0.9824, high_threshold=0.5, critical_threshold=0.9 |
| critical | a_s9_monotonicity_violation_rate_high | Raw prediction monotonicity violation rate is high | s9_monotonicity_violation_rate | violation_rate=0.9899, high_threshold=0.05, critical_threshold=0.2 |
| critical | a_s9_qa_outlier_pct_high | QA outlier percentage is high | s9_qa_outlier_pct | qa_outlier_pct=60.7, high_threshold=20.0, critical_threshold=40.0 |
| high | a_s1_ebay_staleness | eBay feed is stale | s1_ebay_staleness_alert | eBay hours since last sale=34.9 |
| high | a_s1_index_stale_vs_sales | Market index lags sales dates | None | index_max_date=2026-03-17, max_sale_date=2026-03-23, lag_days=6 |
| high | a_s3_today_dollar_drop | Today dollar volume dropped sharply vs recent comparison points | sales_comparison | today_dollar=643.04, ref_dollar=2110202.52, ratio_threshold=0.25 |
| high | a_s3_today_volume_drop | Today sales volume dropped sharply vs recent comparison points | sales_comparison | today_volume=12, ref_volume=14055, ratio_threshold=0.3 |
| high | a_s5_avg_neighbors_per_query_low | Average neighbors per query is low | s5_avg_neighbors_per_query | avg_neighbors_per_query=22.78, threshold=45.00 |
| high | a_s5_avg_skipped_per_query_high | Too many non-sales neighbors skipped per query | s5_avg_skipped_per_query | avg_skipped=134.24, threshold=50.0 |
| high | a_s5_catalog_coverage_low | Catalog neighbor coverage is low | s5_catalog_coverage_pct | coverage_pct=98.16, threshold=99.0 |
| medium | a_s1_extreme_prices_present | Extreme prices detected | s1_extreme_prices_count | Extreme price count=16 |