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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 | |
 | Dragon Lance | 13 | 92.86% | 100.0 | 38.46% | +38.46% | -5.13% | -5.13% | 0.00% | 14:37 | 09:39 | 13:31 | 15:24 | 15:50 | 16:48 | 02:19 | 01:42 |
 | Power Treads | 14 | 100.00% | 96.2 | 35.71% | +35.71% | -10.71% | -35.71% | -23.44% | 07:15 | 05:01 | 06:41 | 07:21 | 07:45 | 08:48 | 01:04 | 00:47 |
 | Boots of Speed | 14 | 100.00% | 92.3 | 35.71% | +35.71% | -10.71% | +30.96% | 25.00% | 04:04 | 01:57 | 03:04 | 04:01 | 04:44 | 06:39 | 01:40 | 01:14 |
 | Wraith Band | 14 | 100.00% | 88.5 | 35.71% | +35.71% | +14.29% | -35.71% | -50.00% | 02:34 | 01:29 | 02:09 | 02:28 | 02:33 | 05:44 | 00:24 | 00:17 |
 | Morbid Mask | 6 | 42.86% | 84.6 | 50.00% | +25.00% | +50.00% | -50.00% | 0.00% | 24:09 | 09:53 | 10:14 | 11:45 | 36:47 | 45:28 | 26:33 | 19:40 |
 | Black King Bar | 10 | 71.43% | 80.8 | 40.00% | +15.00% | +26.67% | -40.00% | -6.79% | 29:10 | 20:44 | 24:01 | 26:23 | 33:50 | 43:17 | 09:49 | 07:16 |
 | Mask of Madness | 3 | 21.43% | 76.9 | 66.67% | +39.40% | +33.33% | 0.00% | 0.00% | 11:33 | 10:51 | 10:51 | 11:49 | 11:58 | 11:58 | 01:07 | 00:49 |
 | Crystalys | 11 | 78.57% | 73.1 | 36.36% | +3.03% | -3.03% | -3.03% | 0.00% | 31:47 | 24:08 | 26:21 | 32:17 | 32:56 | 41:00 | 06:35 | 04:52 |
 | Silver Edge | 7 | 50.00% | 69.2 | 42.86% | +14.29% | +7.14% | +7.14% | 0.00% | 33:09 | 26:30 | 28:49 | 32:42 | 32:53 | 41:07 | 04:04 | 03:00 |
 | Fluffy Hat | 12 | 85.71% | 65.4 | 33.33% | -16.67% | 0.00% | -33.33% | -7.07% | 19:10 | 15:31 | 16:15 | 18:36 | 20:58 | 25:00 | 04:43 | 03:29 |
 | Hurricane Pike | 12 | 85.71% | 61.5 | 33.33% | -16.67% | 0.00% | -33.33% | -7.90% | 20:11 | 16:05 | 17:39 | 19:06 | 21:52 | 25:45 | 04:13 | 03:07 |
 | Force Staff | 12 | 85.71% | 57.7 | 33.33% | -16.67% | 0.00% | -33.33% | -9.05% | 19:31 | 15:32 | 17:17 | 18:36 | 20:58 | 25:15 | 03:41 | 02:43 |
 | Mjollnir | 8 | 57.14% | 53.8 | 37.50% | +4.17% | +12.50% | -37.50% | 0.00% | 27:57 | 21:38 | 26:27 | 27:43 | 29:29 | 32:38 | 03:02 | 02:14 |
 | Shadow Blade | 8 | 57.14% | 50.0 | 37.50% | +4.17% | -37.50% | +12.50% | 0.00% | 31:16 | 23:48 | 27:24 | 29:15 | 32:16 | 40:40 | 04:52 | 03:36 |
 | Eye of Skadi | 4 | 28.57% | 46.2 | 50.00% | +20.00% | -50.00% | -50.00% | 0.00% | 31:24 | 25:06 | 25:06 | 28:44 | 32:20 | 39:24 | 07:14 | 05:21 |
 | Maelstrom | 11 | 78.57% | 42.3 | 27.27% | -39.40% | +6.06% | +6.06% | 0.00% | 14:10 | 12:12 | 12:18 | 12:51 | 13:12 | 21:04 | 00:54 | 00:40 |
 | Javelin | 11 | 78.57% | 38.5 | 27.27% | -39.40% | +6.06% | +6.06% | 0.00% | 10:53 | 08:01 | 09:11 | 09:31 | 10:02 | 18:26 | 00:51 | 00:37 |
 | Quelling Blade | 5 | 35.71% | 34.6 | 40.00% | +6.67% | -40.00% | +60.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 8 | 57.14% | 30.8 | 25.00% | -25.00% | -25.00% | +25.00% | 0.00% | -01:10 | -01:29 | -01:29 | -01:29 | -01:29 | 01:03 | 00:00 | 00:00 |
 | Satanic | 2 | 14.29% | 26.9 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 41:44 | 37:46 | 37:46 | 45:41 | 45:41 | 45:41 | 07:55 | 05:51 |
 | Yasha | 2 | 14.29% | 23.1 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 21:42 | 21:27 | 21:27 | 21:57 | 21:57 | 21:57 | 00:30 | 00:22 |
 | Manta Style | 2 | 14.29% | 19.2 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 25:07 | 24:42 | 24:42 | 25:32 | 25:32 | 25:32 | 00:50 | 00:37 |
 | Daedalus | 4 | 28.57% | 15.4 | 25.00% | -15.00% | -25.00% | -25.00% | 0.00% | 36:29 | 28:04 | 28:04 | 36:44 | 40:12 | 40:56 | 12:08 | 08:59 |
 | Aghanim's Shard | 5 | 35.71% | 11.5 | 20.00% | -24.44% | +80.00% | -20.00% | 0.00% | 31:36 | 17:16 | 17:16 | 34:53 | 36:46 | 42:30 | 19:30 | 14:26 |
 | Monkey King Bar | 2 | 14.29% | 7.7 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 45:51 | 40:27 | 40:27 | 51:15 | 51:15 | 51:15 | 10:48 | 08:00 |
 | Magic Wand | 2 | 14.29% | 3.8 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 04:31 | 03:32 | 03:32 | 05:30 | 05:30 | 05:30 | 01:58 | 01:27 |