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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 | 3 | 42.86% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:43 | 29:28 | 29:28 | 30:05 | 41:35 | 41:35 | 12:07 | 08:58 |
 | Nullifier | 3 | 42.86% | 95.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:39 | 26:49 | 26:49 | 33:56 | 49:13 | 49:13 | 22:24 | 16:35 |
 | Manta Style | 6 | 85.71% | 90.9 | 83.33% | +83.33% | +16.67% | -83.33% | -41.96% | 23:13 | 19:59 | 21:45 | 23:05 | 24:08 | 26:21 | 02:23 | 01:45 |
 | Wraith Band | 6 | 85.71% | 86.4 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 07:12 | -00:16 | 01:56 | 02:09 | 03:04 | 33:44 | 01:08 | 00:50 |
 | Yasha | 6 | 85.71% | 81.8 | 83.33% | +83.33% | +16.67% | -83.33% | -45.11% | 18:14 | 16:39 | 16:55 | 17:17 | 19:08 | 21:09 | 02:13 | 01:38 |
 | Helm of Iron Will | 5 | 71.43% | 77.3 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 34:19 | 26:28 | 26:28 | 33:43 | 34:39 | 45:38 | 08:11 | 06:03 |
 | Boots of Speed | 7 | 100.00% | 72.7 | 71.43% | +71.43% | +28.57% | -71.43% | -47.24% | 06:57 | 03:39 | 04:07 | 06:08 | 06:14 | 12:42 | 02:07 | 01:34 |
 | Magic Stick | 7 | 100.00% | 68.2 | 71.43% | +71.43% | -21.43% | -21.43% | 0.00% | 02:04 | -01:29 | -01:29 | 00:02 | 01:30 | 09:14 | 02:59 | 02:12 |
 | Magic Wand | 7 | 100.00% | 63.6 | 71.43% | +71.43% | +28.57% | -21.43% | -4.46% | 09:52 | 01:44 | 03:15 | 09:38 | 14:27 | 15:44 | 11:12 | 08:17 |
 | Diffusal Blade | 7 | 100.00% | 59.1 | 71.43% | +71.43% | -21.43% | -21.43% | 0.00% | 13:18 | 11:50 | 12:10 | 12:38 | 13:26 | 15:47 | 01:16 | 00:56 |
 | Power Treads | 7 | 100.00% | 54.5 | 71.43% | +71.43% | +28.57% | -71.43% | -41.67% | 08:51 | 05:22 | 06:21 | 07:11 | 08:45 | 15:43 | 02:24 | 01:46 |
 | Black King Bar | 2 | 28.57% | 50.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 34:29 | 33:06 | 33:06 | 35:51 | 35:51 | 35:51 | 02:45 | 02:02 |
 | Quelling Blade | 6 | 85.71% | 45.5 | 66.67% | -33.33% | -16.67% | +33.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Shard | 4 | 57.14% | 40.9 | 75.00% | +8.33% | +25.00% | +25.00% | 0.00% | 25:53 | 19:23 | 19:23 | 20:34 | 22:42 | 40:53 | 03:19 | 02:27 |
 | Blink Dagger | 1 | 14.29% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:56 | 28:56 | 28:56 | 28:56 | 28:56 | 28:56 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 14.29% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 00:00 | 00:00 |
 | Javelin | 1 | 14.29% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 00:00 | 00:00 |
 | Disperser | 1 | 14.29% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Void Stone | 1 | 14.29% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:35 | 05:35 | 05:35 | 05:35 | 05:35 | 05:35 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 14.29% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:11 | 07:11 | 07:11 | 07:11 | 07:11 | 07:11 | 00:00 | 00:00 |
 | Ring of Health | 1 | 14.29% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:39 | 01:39 | 01:39 | 01:39 | 01:39 | 01:39 | 00:00 | 00:00 |
 | Crown | 1 | 14.29% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 00:00 | 00:00 |