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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 | |
 | Refresher Orb | 2 | 22.22% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 35:24 | 35:23 | 35:23 | 35:24 | 35:24 | 35:24 | 00:01 | 00:00 |
 | Ring of Health | 2 | 22.22% | 96.4 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 32:51 | 30:19 | 30:19 | 35:22 | 35:22 | 35:22 | 05:03 | 03:44 |
 | Void Stone | 2 | 22.22% | 96.4 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 32:51 | 30:19 | 30:19 | 35:22 | 35:22 | 35:22 | 05:03 | 03:44 |
 | Blink Dagger | 9 | 100.00% | 89.3 | 55.56% | +55.56% | +44.44% | -55.56% | -20.55% | 14:39 | 11:43 | 11:52 | 13:13 | 16:44 | 20:12 | 04:52 | 03:36 |
 | Boots of Speed | 9 | 100.00% | 85.7 | 55.56% | +55.56% | -5.56% | +44.44% | 22.56% | 01:00 | -01:29 | -01:29 | -01:28 | 03:42 | 05:08 | 05:11 | 03:50 |
 | Black King Bar | 8 | 88.89% | 82.1 | 50.00% | -50.00% | 0.00% | -50.00% | -8.45% | 28:17 | 18:31 | 23:32 | 27:15 | 29:27 | 42:03 | 05:55 | 04:22 |
 | Magic Stick | 8 | 88.89% | 78.6 | 50.00% | -50.00% | 0.00% | 0.00% | 0.00% | 05:20 | 01:37 | 02:26 | 03:07 | 05:48 | 13:23 | 03:22 | 02:29 |
 | Wind Lace | 5 | 55.56% | 75.0 | 60.00% | +10.00% | +40.00% | -60.00% | -34.48% | 01:38 | -01:29 | -01:29 | 01:53 | 04:23 | 04:50 | 05:52 | 04:20 |
 | Tranquil Boots | 5 | 55.56% | 71.4 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 06:50 | 04:57 | 04:57 | 07:18 | 07:27 | 07:28 | 02:30 | 01:51 |
 | Magic Wand | 6 | 66.67% | 67.9 | 50.00% | -16.67% | +50.00% | +50.00% | 0.00% | 07:07 | -01:29 | 06:03 | 06:23 | 09:03 | 14:03 | 03:00 | 02:13 |
 | Aghanim's Shard | 3 | 33.33% | 64.3 | 66.67% | +16.67% | +33.33% | 0.00% | -2.85% | 23:04 | 17:51 | 17:51 | 21:48 | 29:33 | 29:33 | 11:42 | 08:40 |
 | Drum of Endurance | 1 | 11.11% | 60.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 11.11% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 11.11% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 11.11% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:32 | 09:32 | 09:32 | 09:32 | 09:32 | 09:32 | 00:00 | 00:00 |
 | Bracer | 1 | 11.11% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:55 | 01:55 | 01:55 | 01:55 | 01:55 | 01:55 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 11.11% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:31 | 16:31 | 16:31 | 16:31 | 16:31 | 16:31 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 11.11% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 00:00 | 00:00 |
 | Chainmail | 2 | 22.22% | 35.7 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 07:01 | 06:22 | 06:22 | 07:39 | 07:39 | 07:39 | 01:17 | 00:57 |
 | Force Staff | 1 | 11.11% | 32.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:55 | 24:55 | 24:55 | 24:55 | 24:55 | 24:55 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 11.11% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 11.11% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Sange | 1 | 11.11% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 11.11% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:09 | 40:09 | 40:09 | 40:09 | 40:09 | 40:09 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 11.11% | 14.3 | 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 |
 | Witch Blade | 1 | 11.11% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 11.11% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 00:00 |
 | Phase Boots | 2 | 22.22% | 3.6 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 10:09 | 08:10 | 08:10 | 12:08 | 12:08 | 12:08 | 03:58 | 02:56 |