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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 | |
 | Headdress | 4 | 26.67% | 100.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 16:22 | 01:10 | 01:10 | 11:52 | 22:01 | 30:26 | 20:51 | 15:26 |
 | Ring of Protection | 4 | 26.67% | 97.2 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 19:53 | 03:36 | 03:36 | 16:25 | 22:01 | 37:30 | 18:25 | 13:38 |
 | Buckler | 4 | 26.67% | 94.4 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 22:36 | 14:26 | 14:26 | 16:25 | 22:01 | 37:30 | 07:35 | 05:37 |
 | Arcane Boots | 6 | 40.00% | 91.7 | 83.33% | +38.89% | +16.67% | +16.67% | 0.00% | 12:09 | 07:59 | 08:59 | 11:04 | 14:48 | 15:29 | 05:49 | 04:18 |
 | Scythe of Vyse | 3 | 20.00% | 88.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 54:06 | 35:31 | 35:31 | 1:01:29 | 1:05:19 | 1:05:19 | 29:48 | 22:04 |
 | Chainmail | 3 | 20.00% | 86.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 14:32 | 10:33 | 10:33 | 11:01 | 22:01 | 22:01 | 11:28 | 08:29 |
 | Void Stone | 3 | 20.00% | 83.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 48:21 | 18:14 | 18:14 | 1:01:29 | 1:05:19 | 1:05:19 | 47:05 | 34:52 |
 | Mekansm | 3 | 20.00% | 80.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 16:01 | 11:52 | 11:52 | 12:35 | 23:35 | 23:35 | 11:43 | 08:40 |
 | Boots of Speed | 15 | 100.00% | 77.8 | 60.00% | +60.00% | +15.00% | -10.00% | -8.38% | 07:05 | 03:13 | 05:16 | 07:22 | 08:15 | 11:32 | 02:59 | 02:12 |
 | Tranquil Boots | 5 | 33.33% | 75.0 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 17:43 | 07:30 | 07:30 | 13:30 | 20:17 | 35:10 | 12:47 | 09:28 |
 | Fluffy Hat | 11 | 73.33% | 72.2 | 63.64% | +13.64% | -30.31% | +36.36% | 8.75% | 17:59 | 02:35 | 13:21 | 18:53 | 20:58 | 32:07 | 07:37 | 05:38 |
 | Force Staff | 7 | 46.67% | 69.4 | 71.43% | +21.43% | -21.43% | +28.57% | 15.87% | 26:43 | 19:02 | 25:01 | 26:17 | 28:10 | 32:07 | 03:09 | 02:20 |
 | Magic Stick | 14 | 93.33% | 66.7 | 57.14% | -42.86% | -7.14% | +42.86% | 6.76% | 06:40 | -01:29 | 02:53 | 04:45 | 10:17 | 20:28 | 07:24 | 05:28 |
 | Magic Wand | 13 | 86.67% | 63.9 | 53.85% | -46.15% | +12.82% | +12.82% | 0.00% | 09:34 | -01:29 | 05:30 | 10:46 | 12:18 | 21:58 | 06:48 | 05:02 |
 | Wind Lace | 6 | 40.00% | 61.1 | 66.67% | +11.11% | -16.67% | +33.33% | 10.31% | 10:51 | 07:29 | 07:56 | 11:42 | 12:47 | 13:00 | 04:51 | 03:35 |
 | Pipe of Insight | 2 | 13.33% | 58.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 36:30 | 24:49 | 24:49 | 48:11 | 48:11 | 48:11 | 23:22 | 17:18 |
 | Ring of Health | 2 | 13.33% | 55.6 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 31:08 | 22:55 | 22:55 | 39:21 | 39:21 | 39:21 | 16:26 | 12:10 |
 | Guardian Greaves | 2 | 13.33% | 52.8 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 19:22 | 15:30 | 15:30 | 23:13 | 23:13 | 23:13 | 07:43 | 05:42 |
 | Glimmer Cape | 8 | 53.33% | 50.0 | 50.00% | -21.43% | 0.00% | 0.00% | 0.00% | 33:03 | 22:40 | 24:34 | 27:14 | 35:15 | 53:55 | 10:41 | 07:54 |
 | Aghanim's Shard | 8 | 53.33% | 47.2 | 50.00% | -21.43% | -50.00% | 0.00% | 30.30% | 21:35 | 15:12 | 17:48 | 18:06 | 19:27 | 36:08 | 01:39 | 01:13 |
 | Blink Dagger | 1 | 6.67% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:09 | 40:09 | 40:09 | 40:09 | 40:09 | 40:09 | 00:00 | 00:00 |
 | Octarine Core | 1 | 6.67% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 00:00 | 00:00 |
 | Aether Lens | 1 | 6.67% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 1:09:45 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 6.67% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 6.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 6.67% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 6.67% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 6.67% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 6.67% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 00:00 | 00:00 |
 | Null Talisman | 1 | 6.67% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 6.67% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:06 | 1:01:06 | 1:01:06 | 1:01:06 | 1:01:06 | 1:01:06 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 6.67% | 13.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 6.67% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Ghost Scepter | 6 | 40.00% | 8.3 | 33.33% | -44.45% | -33.33% | +66.67% | 39.47% | 35:43 | 23:52 | 36:03 | 37:35 | 38:35 | 39:53 | 02:32 | 01:52 |
 | Aeon Disk | 4 | 26.67% | 5.6 | 25.00% | -47.73% | -25.00% | -25.00% | 0.00% | 43:29 | 32:30 | 32:30 | 34:41 | 51:16 | 55:30 | 18:46 | 13:54 |
 | Quelling Blade | 1 | 6.67% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |