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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 | |
 | Scythe of Vyse | 4 | 33.33% | 100.0 | 75.00% | +62.50% | +25.00% | -75.00% | 0.00% | 32:08 | 27:04 | 27:04 | 29:00 | 32:29 | 39:58 | 05:25 | 04:00 |
 | Magic Stick | 7 | 58.33% | 96.2 | 57.14% | +57.14% | -57.14% | +42.86% | 19.23% | 03:23 | -01:29 | -01:29 | 01:10 | 06:41 | 10:21 | 08:10 | 06:02 |
 | Magic Wand | 8 | 66.67% | 92.3 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 09:25 | -01:29 | 05:03 | 08:51 | 10:56 | 21:29 | 05:53 | 04:21 |
 | Power Treads | 8 | 66.67% | 88.5 | 50.00% | +50.00% | -50.00% | 0.00% | 37.04% | 10:44 | 09:35 | 09:35 | 10:37 | 10:56 | 12:45 | 01:21 | 01:00 |
 | Meteor Hammer | 9 | 75.00% | 84.6 | 44.44% | +44.44% | -44.44% | +5.56% | 40.00% | 07:08 | 05:44 | 06:21 | 06:50 | 07:36 | 08:58 | 01:15 | 00:55 |
 | Ring of Health | 9 | 75.00% | 80.8 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 02:42 | 01:44 | 02:03 | 02:42 | 03:06 | 03:48 | 01:03 | 00:46 |
 | Crown | 9 | 75.00% | 76.9 | 44.44% | +44.44% | -44.44% | +5.56% | 16.04% | 03:17 | -01:29 | 01:40 | 04:08 | 04:47 | 05:30 | 03:07 | 02:18 |
 | Black King Bar | 6 | 50.00% | 73.1 | 50.00% | +33.33% | 0.00% | -50.00% | -7.61% | 22:38 | 19:04 | 19:29 | 19:41 | 26:03 | 28:38 | 06:34 | 04:51 |
 | Fluffy Hat | 3 | 25.00% | 69.2 | 66.67% | +44.45% | +33.33% | 0.00% | 0.00% | 11:14 | 10:05 | 10:05 | 10:38 | 13:00 | 13:00 | 02:55 | 02:09 |
 | Hurricane Pike | 3 | 25.00% | 65.4 | 66.67% | +44.45% | +33.33% | 0.00% | 0.00% | 18:41 | 17:07 | 17:07 | 17:46 | 21:09 | 21:09 | 04:02 | 02:59 |
 | Force Staff | 3 | 25.00% | 61.5 | 66.67% | +44.45% | -66.67% | 0.00% | 0.00% | 15:37 | 14:22 | 14:22 | 15:15 | 17:15 | 17:15 | 02:53 | 02:08 |
 | Dragon Lance | 3 | 25.00% | 57.7 | 66.67% | +44.45% | +33.33% | 0.00% | 0.00% | 18:41 | 17:07 | 17:07 | 17:46 | 21:09 | 21:09 | 04:02 | 02:59 |
 | Void Stone | 11 | 91.67% | 53.8 | 36.36% | +36.36% | -3.03% | -3.03% | 0.00% | 10:30 | 05:44 | 06:07 | 06:45 | 07:08 | 30:59 | 01:01 | 00:45 |
 | Boots of Speed | 12 | 100.00% | 50.0 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 08:20 | 04:51 | 07:24 | 08:19 | 09:16 | 10:11 | 01:52 | 01:22 |
 | Blink Dagger | 10 | 83.33% | 46.2 | 30.00% | -20.00% | +3.33% | -30.00% | -11.69% | 21:44 | 15:39 | 20:48 | 21:21 | 23:39 | 25:57 | 02:51 | 02:06 |
 | Shiva's Guard | 1 | 8.33% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 00:00 | 00:00 |
 | Null Talisman | 5 | 41.67% | 38.5 | 20.00% | -22.86% | -20.00% | +80.00% | 33.33% | 03:53 | 01:36 | 01:36 | 02:41 | 04:36 | 08:51 | 03:00 | 02:13 |
 | Linken's Sphere | 1 | 8.33% | 34.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 16.67% | 30.8 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 25:38 | 23:53 | 23:53 | 27:23 | 27:23 | 27:23 | 03:30 | 02:35 |
 | Octarine Core | 1 | 8.33% | 26.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 8.33% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |
 | Wind Lace | 4 | 33.33% | 19.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 09:57 | 04:52 | 04:52 | 08:20 | 10:11 | 16:23 | 05:19 | 03:56 |
 | Aghanim's Scepter | 4 | 33.33% | 15.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 19:40 | 17:46 | 17:46 | 17:49 | 17:50 | 25:16 | 00:04 | 00:02 |
 | Hand of Midas | 4 | 33.33% | 11.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 10:42 | 08:21 | 08:21 | 09:10 | 09:12 | 16:04 | 00:51 | 00:37 |
 | Aghanim's Shard | 2 | 16.67% | 7.7 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 31:23 | 27:58 | 27:58 | 34:47 | 34:47 | 34:47 | 06:49 | 05:02 |
 | Aether Lens | 3 | 25.00% | 3.8 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 29:30 | 25:02 | 25:02 | 30:59 | 32:29 | 32:29 | 07:27 | 05:31 |