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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Assault Cuirass | 3 | 18.75% | 100.0 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 35:15 | 30:31 | 30:31 | 34:46 | 40:29 | 40:29 | 09:58 | 07:22 |
 | Buckler | 9 | 56.25% | 97.4 | 66.67% | +38.10% | -16.67% | +33.33% | 5.25% | 27:19 | 18:50 | 21:21 | 28:30 | 30:52 | 39:27 | 09:31 | 07:02 |
 | Ring of Protection | 9 | 56.25% | 94.9 | 66.67% | +38.10% | -16.67% | +33.33% | 3.21% | 23:32 | -01:29 | 15:18 | 21:56 | 30:52 | 39:27 | 15:34 | 11:31 |
 | Aghanim's Scepter | 7 | 43.75% | 92.3 | 71.43% | +38.10% | +28.57% | -21.43% | -8.11% | 25:47 | 16:35 | 20:46 | 24:43 | 26:56 | 36:43 | 06:10 | 04:34 |
 | Blight Stone | 10 | 62.50% | 89.7 | 60.00% | +26.67% | -26.67% | -10.00% | 3.14% | 03:48 | -01:29 | 00:34 | 02:47 | 05:53 | 11:28 | 05:19 | 03:56 |
 | Medallion of Courage | 8 | 50.00% | 87.2 | 62.50% | +25.00% | -12.50% | -62.50% | -22.22% | 09:15 | 05:46 | 06:55 | 08:59 | 09:10 | 12:43 | 02:15 | 01:40 |
 | Boots of Speed | 16 | 100.00% | 84.6 | 50.00% | +50.00% | 0.00% | +25.00% | 4.49% | 07:43 | 02:33 | 04:52 | 07:04 | 10:26 | 13:11 | 05:34 | 04:07 |
 | Chainmail | 14 | 87.50% | 82.1 | 50.00% | 0.00% | +25.00% | -16.67% | -5.79% | 12:10 | 04:30 | 07:15 | 08:59 | 14:27 | 28:50 | 07:12 | 05:20 |
 | Fluffy Hat | 2 | 12.50% | 79.5 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 22:44 | 10:52 | 10:52 | 34:36 | 34:36 | 34:36 | 23:44 | 17:34 |
 | Magic Stick | 13 | 81.25% | 76.9 | 46.15% | -20.52% | -12.82% | -12.82% | 0.00% | 02:55 | -01:29 | -01:29 | 00:39 | 05:26 | 13:39 | 06:55 | 05:07 |
 | Magic Wand | 13 | 81.25% | 74.4 | 46.15% | -20.52% | +20.52% | -12.82% | -3.70% | 09:18 | 01:51 | 04:38 | 08:59 | 13:39 | 15:31 | 09:01 | 06:40 |
 | Headdress | 7 | 43.75% | 71.8 | 57.14% | +12.70% | -7.14% | -7.14% | 0.00% | 17:48 | 12:46 | 13:59 | 15:18 | 18:16 | 26:27 | 04:17 | 03:10 |
 | Aghanim's Shard | 7 | 43.75% | 69.2 | 57.14% | +12.70% | -7.14% | -7.14% | 0.00% | 26:20 | 20:39 | 22:18 | 26:59 | 27:19 | 30:46 | 05:01 | 03:42 |
 | Null Talisman | 8 | 50.00% | 66.7 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:06 | 01:30 | 01:57 | 02:18 | 03:53 | 05:19 | 01:56 | 01:25 |
 | Mekansm | 5 | 31.25% | 64.1 | 60.00% | +14.55% | +40.00% | -60.00% | -9.32% | 21:06 | 15:51 | 15:51 | 17:50 | 26:35 | 27:32 | 10:44 | 07:57 |
 | Solar Crest | 5 | 31.25% | 61.5 | 60.00% | +14.55% | +40.00% | +40.00% | 0.00% | 16:28 | 13:22 | 13:22 | 16:36 | 18:11 | 20:40 | 04:49 | 03:34 |
 | Crown | 5 | 31.25% | 59.0 | 60.00% | +14.55% | -60.00% | +40.00% | 14.60% | 14:16 | 10:07 | 10:07 | 14:45 | 16:58 | 19:14 | 06:51 | 05:04 |
 | Orchid Malevolence | 6 | 37.50% | 56.4 | 50.00% | 0.00% | 0.00% | -50.00% | -40.00% | 13:12 | 11:05 | 12:04 | 12:27 | 13:19 | 17:36 | 01:15 | 00:55 |
 | Wind Lace | 6 | 37.50% | 53.8 | 50.00% | 0.00% | 0.00% | -50.00% | -5.98% | 16:12 | 08:37 | 10:52 | 14:08 | 19:14 | 27:23 | 08:22 | 06:11 |
 | Pipe of Insight | 3 | 18.75% | 51.3 | 66.67% | +20.52% | -66.67% | 0.00% | 0.00% | 24:04 | 18:29 | 18:29 | 22:13 | 31:29 | 31:29 | 13:00 | 09:37 |
 | Guardian Greaves | 3 | 18.75% | 48.7 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 27:38 | 24:21 | 24:21 | 27:30 | 31:03 | 31:03 | 06:42 | 04:57 |
 | Ring of Health | 4 | 25.00% | 46.2 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 20:34 | 12:33 | 12:33 | 16:55 | 24:44 | 28:03 | 12:11 | 09:01 |
 | Hood of Defiance | 4 | 25.00% | 43.6 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 20:56 | 12:47 | 12:47 | 16:55 | 25:58 | 28:03 | 13:11 | 09:45 |
 | Arcane Boots | 4 | 25.00% | 41.0 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 22:46 | 21:17 | 21:17 | 22:02 | 22:48 | 24:58 | 01:31 | 01:07 |
 | Quelling Blade | 1 | 6.25% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Holy Locket | 1 | 6.25% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 6.25% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 00:00 | 00:00 |
 | Bottle | 1 | 6.25% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 00:00 | 00:00 |
 | Nullifier | 1 | 6.25% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:17 | 37:17 | 37:17 | 37:17 | 37:17 | 37:17 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 6.25% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 6.25% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 6.25% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 00:00 | 00:00 |
 | Phase Boots | 5 | 31.25% | 17.9 | 40.00% | -14.55% | -40.00% | +60.00% | 17.70% | 12:51 | 09:18 | 09:18 | 14:32 | 14:57 | 15:15 | 05:39 | 04:11 |
 | Bloodthorn | 2 | 12.50% | 15.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 33:34 | 28:28 | 28:28 | 38:40 | 38:40 | 38:40 | 10:12 | 07:33 |
 | Void Stone | 2 | 12.50% | 12.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 38:35 | 38:27 | 38:27 | 38:43 | 38:43 | 38:43 | 00:16 | 00:11 |
 | Ring of Basilius | 2 | 12.50% | 10.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 18:44 | 10:39 | 10:39 | 26:48 | 26:48 | 26:48 | 16:09 | 11:57 |
 | Black King Bar | 3 | 18.75% | 7.7 | 33.33% | -20.52% | +66.67% | 0.00% | 0.00% | 24:11 | 21:12 | 21:12 | 22:46 | 28:36 | 28:36 | 07:24 | 05:28 |
 | Tranquil Boots | 1 | 6.25% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 6.25% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 |