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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 | |
 | Aghanim's Scepter | 7 | 41.18% | 100.0 | 85.71% | +55.71% | +14.29% | -35.71% | -3.61% | 42:07 | 32:14 | 35:15 | 40:40 | 49:06 | 51:18 | 13:51 | 10:15 |
 | Force Staff | 12 | 70.59% | 96.4 | 66.67% | +46.67% | +33.33% | 0.00% | -6.23% | 26:27 | 19:24 | 21:02 | 24:10 | 26:23 | 39:41 | 05:21 | 03:57 |
 | Fluffy Hat | 13 | 76.47% | 92.9 | 61.54% | +36.54% | +5.13% | +38.46% | 8.16% | 16:58 | 08:42 | 12:44 | 16:06 | 16:49 | 31:52 | 04:05 | 03:01 |
 | Boots of Speed | 17 | 100.00% | 89.3 | 52.94% | +52.94% | -27.94% | -2.94% | 7.21% | 06:26 | -01:29 | 04:25 | 07:15 | 07:53 | 10:02 | 03:28 | 02:34 |
 | Magic Stick | 16 | 94.12% | 85.7 | 50.00% | -50.00% | 0.00% | -25.00% | -3.33% | 08:02 | -01:29 | 04:42 | 08:24 | 12:13 | 13:59 | 07:31 | 05:34 |
 | Glimmer Cape | 2 | 11.76% | 82.1 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 34:30 | 29:46 | 29:46 | 39:14 | 39:14 | 39:14 | 09:28 | 07:00 |
 | Morbid Mask | 2 | 11.76% | 78.6 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 43:27 | 40:22 | 40:22 | 46:32 | 46:32 | 46:32 | 06:10 | 04:34 |
 | Veil of Discord | 2 | 11.76% | 75.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 20:09 | 19:10 | 19:10 | 21:07 | 21:07 | 21:07 | 01:57 | 01:26 |
 | Ring of Basilius | 2 | 11.76% | 71.4 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 12:16 | 12:13 | 12:13 | 12:18 | 12:18 | 12:18 | 00:05 | 00:03 |
 | Mask of Madness | 2 | 11.76% | 67.9 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 43:28 | 40:23 | 40:23 | 46:32 | 46:32 | 46:32 | 06:09 | 04:33 |
 | Crown | 2 | 11.76% | 64.3 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 16:07 | 14:33 | 14:33 | 17:41 | 17:41 | 17:41 | 03:08 | 02:19 |
 | Magic Wand | 12 | 70.59% | 60.7 | 50.00% | -10.00% | +16.67% | -50.00% | -14.76% | 11:27 | 07:41 | 08:44 | 10:13 | 13:15 | 16:35 | 04:31 | 03:20 |
 | Wind Lace | 12 | 70.59% | 57.1 | 41.67% | -38.33% | -8.34% | +25.00% | 4.32% | 05:38 | -01:29 | -01:29 | -01:28 | 09:12 | 26:44 | 10:41 | 07:54 |
 | Ring of Protection | 6 | 35.29% | 53.6 | 50.00% | -4.55% | 0.00% | -50.00% | -50.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Tranquil Boots | 10 | 58.82% | 50.0 | 40.00% | -31.43% | -6.67% | +60.00% | 15.94% | 13:24 | 06:41 | 09:43 | 11:39 | 13:54 | 23:45 | 04:11 | 03:05 |
 | Skull Basher | 1 | 5.88% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:38 | 52:38 | 52:38 | 52:38 | 52:38 | 52:38 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 5.88% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.88% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 00:00 | 00:00 |
 | Vanguard | 1 | 5.88% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 00:00 | 00:00 |
 | Chainmail | 1 | 5.88% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:50 | 12:50 | 12:50 | 12:50 | 12:50 | 12:50 | 00:00 | 00:00 |
 | Ring of Health | 1 | 5.88% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 00:00 | 00:00 |
 | Phase Boots | 1 | 5.88% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:50 | 12:50 | 12:50 | 12:50 | 12:50 | 12:50 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 5.88% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:24 | 40:24 | 40:24 | 40:24 | 40:24 | 40:24 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 11.76% | 17.9 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 17:53 | 04:09 | 04:09 | 31:36 | 31:36 | 31:36 | 27:27 | 20:20 |
 | Void Stone | 3 | 17.65% | 14.3 | 33.33% | -23.81% | -33.33% | 0.00% | 2.34% | 22:13 | 15:48 | 15:48 | 20:49 | 30:02 | 30:02 | 14:14 | 10:32 |
 | Eul's Scepter of Divinity | 3 | 17.65% | 10.7 | 33.33% | -23.81% | -33.33% | 0.00% | 4.45% | 27:12 | 24:01 | 24:01 | 26:04 | 31:30 | 31:30 | 07:29 | 05:32 |
 | Drum of Endurance | 1 | 5.88% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Wraith Band | 1 | 5.88% | 3.6 | 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 |