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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 | |
 | Wind Lace | 10 | 52.63% | 100.0 | 70.00% | +36.67% | -36.67% | -20.00% | 7.04% | 06:37 | -01:28 | 04:15 | 04:24 | 06:37 | 18:25 | 02:22 | 01:45 |
 | Magic Wand | 14 | 73.68% | 97.1 | 64.29% | +44.29% | -14.29% | +35.71% | 4.07% | 10:47 | 02:58 | 04:56 | 10:46 | 17:13 | 22:37 | 12:17 | 09:05 |
 | Magic Stick | 16 | 84.21% | 94.1 | 56.25% | +22.92% | -31.25% | +43.75% | 12.68% | 04:42 | -01:29 | -01:28 | 02:50 | 07:23 | 17:13 | 08:51 | 06:33 |
 | Blink Dagger | 14 | 73.68% | 91.2 | 57.14% | +17.14% | -7.14% | -23.81% | -2.27% | 13:41 | 08:44 | 09:55 | 13:12 | 17:15 | 19:13 | 07:20 | 05:25 |
 | Boots of Speed | 19 | 100.00% | 88.2 | 52.63% | +52.63% | +7.37% | -32.63% | -18.05% | 02:21 | -01:29 | -01:29 | 03:17 | 03:42 | 06:56 | 05:11 | 03:50 |
 | Black King Bar | 9 | 47.37% | 85.3 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 24:36 | 18:49 | 21:15 | 23:01 | 27:27 | 31:45 | 06:12 | 04:35 |
 | Ring of Health | 2 | 10.53% | 82.4 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 41:09 | 40:12 | 40:12 | 42:06 | 42:06 | 42:06 | 01:54 | 01:24 |
 | Lotus Orb | 2 | 10.53% | 79.4 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 41:10 | 40:12 | 40:12 | 42:07 | 42:07 | 42:07 | 01:55 | 01:25 |
 | Quelling Blade | 12 | 63.16% | 76.5 | 50.00% | -7.14% | +16.67% | -16.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Chainmail | 7 | 36.84% | 73.5 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 11:14 | 05:20 | 08:34 | 12:15 | 13:31 | 14:53 | 04:57 | 03:40 |
 | Bottle | 7 | 36.84% | 70.6 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 01:33 | 01:11 | 01:24 | 01:30 | 01:34 | 02:08 | 00:10 | 00:07 |
 | Phase Boots | 7 | 36.84% | 67.6 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 12:02 | 07:57 | 08:34 | 13:43 | 13:47 | 15:15 | 05:13 | 03:51 |
 | Echo Sabre | 11 | 57.89% | 64.7 | 45.45% | -17.05% | +21.22% | -12.12% | -3.64% | 16:39 | 10:10 | 12:01 | 16:00 | 21:11 | 24:26 | 09:10 | 06:47 |
 | Void Stone | 5 | 26.32% | 61.8 | 60.00% | +10.00% | -60.00% | +40.00% | 0.00% | 33:58 | 24:43 | 24:43 | 34:56 | 40:12 | 42:07 | 15:29 | 11:28 |
 | Tranquil Boots | 6 | 31.58% | 58.8 | 50.00% | -3.85% | 0.00% | -50.00% | -34.09% | 08:52 | 06:03 | 06:41 | 06:45 | 08:09 | 18:37 | 01:28 | 01:05 |
 | Ring of Protection | 6 | 31.58% | 55.9 | 50.00% | -3.85% | 0.00% | -50.00% | -1.82% | 13:04 | -01:29 | -01:29 | 05:57 | 28:57 | 37:07 | 30:26 | 22:32 |
 | Buckler | 3 | 15.79% | 52.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 32:30 | 28:57 | 28:57 | 31:26 | 37:07 | 37:07 | 08:10 | 06:02 |
 | Crystalys | 7 | 36.84% | 50.0 | 42.86% | -15.47% | -42.86% | +7.14% | 11.95% | 28:30 | 21:33 | 23:05 | 26:37 | 27:16 | 40:26 | 04:11 | 03:05 |
 | Silver Edge | 4 | 21.05% | 47.1 | 50.00% | -3.33% | -50.00% | -50.00% | 0.00% | 26:21 | 22:51 | 22:51 | 27:18 | 27:24 | 27:51 | 04:33 | 03:22 |
 | Soul Ring | 4 | 21.05% | 44.1 | 50.00% | -3.33% | -50.00% | +50.00% | 0.00% | 08:37 | 07:03 | 07:03 | 07:06 | 07:45 | 12:33 | 00:42 | 00:31 |
 | Glimmer Cape | 1 | 5.26% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:29 | 47:29 | 47:29 | 47:29 | 47:29 | 47:29 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.26% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |
 | Satanic | 1 | 5.26% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 5.26% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 5.26% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:11 | 06:11 | 06:11 | 06:11 | 06:11 | 06:11 | 00:00 | 00:00 |
 | Shadow Blade | 5 | 26.32% | 26.5 | 40.00% | -17.14% | +60.00% | -40.00% | 0.00% | 18:03 | 15:20 | 15:20 | 17:12 | 17:48 | 23:09 | 02:28 | 01:49 |
 | Power Treads | 5 | 26.32% | 23.5 | 40.00% | -17.14% | -40.00% | +60.00% | 0.00% | 07:54 | 04:54 | 04:54 | 05:38 | 08:08 | 15:19 | 03:14 | 02:23 |
 | Aghanim's Shard | 6 | 31.58% | 20.6 | 33.33% | -28.21% | +16.67% | -33.33% | -42.86% | 26:32 | 20:01 | 23:13 | 23:32 | 24:23 | 43:43 | 01:10 | 00:51 |
 | Assault Cuirass | 2 | 10.53% | 17.6 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 33:28 | 29:31 | 29:31 | 37:24 | 37:24 | 37:24 | 07:53 | 05:50 |
 | Force Staff | 3 | 15.79% | 14.7 | 33.33% | -22.92% | -33.33% | 0.00% | 0.00% | 28:27 | 25:18 | 25:18 | 29:41 | 30:21 | 30:21 | 05:03 | 03:44 |
 | Eul's Scepter of Divinity | 3 | 15.79% | 11.8 | 33.33% | -22.92% | +66.67% | 0.00% | 0.00% | 32:32 | 28:03 | 28:03 | 34:37 | 34:56 | 34:56 | 06:53 | 05:05 |
 | Ghost Scepter | 3 | 15.79% | 8.8 | 33.33% | -22.92% | +66.67% | 0.00% | 0.00% | 31:15 | 24:11 | 24:11 | 28:58 | 40:36 | 40:36 | 16:25 | 12:09 |
 | Fluffy Hat | 3 | 15.79% | 5.9 | 33.33% | -22.92% | -33.33% | 0.00% | 0.00% | 25:31 | 19:40 | 19:40 | 26:33 | 30:21 | 30:21 | 10:41 | 07:54 |
 | Daedalus | 1 | 5.26% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |