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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 | |
 | Wraith Band | 11 | 61.11% | 100.0 | 63.64% | +49.35% | +3.03% | -30.31% | -33.34% | 02:32 | 01:30 | 01:57 | 02:24 | 02:28 | 05:11 | 00:31 | 00:22 |
 | Manta Style | 8 | 44.44% | 96.6 | 62.50% | +32.50% | +37.50% | -12.50% | -11.58% | 16:13 | 13:13 | 13:40 | 15:34 | 17:59 | 18:23 | 04:19 | 03:11 |
 | Eye of Skadi | 14 | 77.78% | 93.1 | 50.00% | +25.00% | 0.00% | -16.67% | -3.41% | 23:21 | 18:34 | 20:48 | 23:30 | 25:41 | 27:33 | 04:53 | 03:37 |
 | Aghanim's Scepter | 4 | 22.22% | 89.7 | 75.00% | +39.29% | +25.00% | +25.00% | 0.00% | 37:49 | 30:31 | 30:31 | 33:25 | 40:48 | 46:33 | 10:17 | 07:37 |
 | Quelling Blade | 18 | 100.00% | 86.2 | 44.44% | +44.44% | +15.56% | +30.56% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 18 | 100.00% | 82.8 | 44.44% | +44.44% | +15.56% | -19.44% | -35.00% | 04:23 | 02:44 | 03:53 | 04:20 | 04:44 | 07:06 | 00:51 | 00:37 |
 | Power Treads | 18 | 100.00% | 79.3 | 44.44% | +44.44% | -24.44% | +5.56% | 16.51% | 06:25 | 04:27 | 05:28 | 06:39 | 07:17 | 07:56 | 01:49 | 01:20 |
 | Yasha | 18 | 100.00% | 75.9 | 44.44% | +44.44% | +15.56% | +5.56% | -2.43% | 13:09 | 09:36 | 10:42 | 13:26 | 14:49 | 15:48 | 04:07 | 03:02 |
 | Aghanim's Blessing | 2 | 11.11% | 72.4 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 41:47 | 37:00 | 37:00 | 46:33 | 46:33 | 46:33 | 09:33 | 07:04 |
 | Monkey King Bar | 2 | 11.11% | 69.0 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 28:32 | 25:22 | 25:22 | 31:41 | 31:41 | 31:41 | 06:19 | 04:40 |
 | Javelin | 2 | 11.11% | 65.5 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 27:18 | 24:04 | 24:04 | 30:32 | 30:32 | 30:32 | 06:28 | 04:47 |
 | Magic Stick | 15 | 83.33% | 62.1 | 46.67% | +13.34% | -21.67% | +3.33% | 12.82% | 02:41 | -01:29 | 01:31 | 02:23 | 03:28 | 06:58 | 01:57 | 01:26 |
 | Magic Wand | 15 | 83.33% | 58.6 | 46.67% | +13.34% | -21.67% | +3.33% | 6.49% | 05:47 | 02:02 | 03:16 | 03:56 | 07:07 | 14:01 | 03:51 | 02:51 |
 | Dragon Lance | 13 | 72.22% | 55.2 | 46.15% | +6.15% | -12.82% | +20.52% | 20.00% | 11:18 | 08:57 | 09:52 | 11:03 | 11:32 | 14:49 | 01:40 | 01:14 |
 | Morbid Mask | 7 | 38.89% | 51.7 | 57.14% | +20.78% | +42.86% | -7.14% | 0.00% | 29:08 | 15:49 | 23:24 | 28:41 | 30:46 | 41:54 | 07:22 | 05:27 |
 | Butterfly | 5 | 27.78% | 48.3 | 60.00% | +21.54% | +40.00% | -60.00% | 0.00% | 32:09 | 28:58 | 28:58 | 32:32 | 32:35 | 36:13 | 03:37 | 02:40 |
 | Black King Bar | 12 | 66.67% | 44.8 | 41.67% | -8.33% | -8.34% | +58.33% | 8.03% | 28:44 | 19:16 | 22:16 | 28:29 | 30:34 | 38:14 | 08:18 | 06:08 |
 | Satanic | 6 | 33.33% | 41.4 | 50.00% | +8.33% | 0.00% | +50.00% | 0.00% | 32:29 | 24:27 | 25:59 | 29:09 | 39:19 | 42:18 | 13:20 | 09:52 |
 | Sange and Yasha | 9 | 50.00% | 37.9 | 33.33% | -22.23% | +16.67% | +16.67% | 0.00% | 16:22 | 12:31 | 13:13 | 16:25 | 17:43 | 19:23 | 04:30 | 03:20 |
 | Sange | 9 | 50.00% | 34.5 | 33.33% | -22.23% | +16.67% | +16.67% | 0.00% | 16:16 | 12:08 | 13:13 | 16:25 | 17:43 | 19:14 | 04:30 | 03:20 |
 | Ethereal Blade | 1 | 5.56% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 00:00 | 00:00 |
 | Swift Blink | 1 | 5.56% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.56% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 5.56% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.56% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:14 | 09:14 | 09:14 | 09:14 | 09:14 | 09:14 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.56% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 11.11% | 10.3 | 50.00% | +6.25% | -50.00% | 0.00% | 0.00% | 41:15 | 37:49 | 37:49 | 44:41 | 44:41 | 44:41 | 06:52 | 05:05 |
 | Daedalus | 4 | 22.22% | 6.9 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 34:46 | 32:43 | 32:43 | 34:50 | 34:54 | 36:37 | 02:11 | 01:37 |
 | Crystalys | 7 | 38.89% | 3.4 | 14.29% | -49.35% | -14.29% | +35.71% | 0.00% | 31:10 | 24:50 | 30:07 | 32:08 | 32:32 | 34:34 | 02:25 | 01:47 |