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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 | |
 | Eye of Skadi | 15 | 44.12% | 100.0 | 66.67% | +40.35% | +8.33% | -41.67% | -10.71% | 31:51 | 20:19 | 29:13 | 32:52 | 33:53 | 41:18 | 04:40 | 03:27 |
 | Maelstrom | 27 | 79.41% | 97.8 | 55.56% | +55.56% | +30.15% | -12.70% | -19.48% | 15:33 | 11:23 | 14:26 | 15:35 | 16:38 | 26:15 | 02:12 | 01:37 |
 | Javelin | 28 | 82.35% | 95.6 | 53.57% | +53.57% | +17.86% | -25.00% | -18.91% | 12:39 | 06:34 | 11:11 | 12:21 | 13:27 | 25:49 | 02:16 | 01:40 |
 | Mjollnir | 14 | 41.18% | 93.3 | 57.14% | +22.14% | +17.86% | +9.53% | -0.88% | 28:40 | 19:14 | 23:06 | 28:33 | 32:33 | 44:58 | 09:27 | 07:00 |
 | Magic Stick | 30 | 88.24% | 91.1 | 46.67% | +21.67% | +15.83% | -3.81% | -19.64% | -00:09 | -01:30 | -01:29 | -01:29 | -01:25 | 14:44 | 00:04 | 00:02 |
 | Black King Bar | 28 | 82.35% | 88.9 | 46.43% | +13.10% | -3.57% | -17.86% | -4.98% | 22:37 | 18:31 | 20:36 | 22:26 | 23:28 | 31:25 | 02:52 | 02:07 |
 | Magic Wand | 28 | 82.35% | 86.7 | 46.43% | +13.10% | -3.57% | +39.28% | 5.26% | 08:02 | 00:20 | 03:14 | 05:22 | 11:23 | 24:47 | 08:09 | 06:02 |
 | Quelling Blade | 34 | 100.00% | 84.4 | 44.12% | +44.12% | +44.77% | -6.62% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 34 | 100.00% | 82.2 | 44.12% | +44.12% | +0.32% | -6.62% | -4.34% | 05:12 | 02:02 | 04:06 | 05:03 | 05:42 | 10:04 | 01:36 | 01:11 |
 | Power Treads | 34 | 100.00% | 80.0 | 44.12% | +44.12% | +33.66% | -31.62% | -48.36% | 06:47 | 04:42 | 05:58 | 06:18 | 07:19 | 10:41 | 01:21 | 01:00 |
 | Morbid Mask | 24 | 70.59% | 77.8 | 41.67% | -8.33% | -25.00% | -8.34% | 7.04% | 09:50 | 03:53 | 06:53 | 08:06 | 09:15 | 34:38 | 02:22 | 01:45 |
 | Void Stone | 12 | 35.29% | 75.6 | 50.00% | +9.09% | -50.00% | +16.67% | 4.81% | 33:58 | 09:51 | 25:27 | 37:31 | 39:18 | 57:55 | 13:51 | 10:15 |
 | Fluffy Hat | 2 | 5.88% | 73.3 | 100.00% | +59.37% | 0.00% | 0.00% | 0.00% | 06:38 | 06:34 | 06:34 | 06:41 | 06:41 | 06:41 | 00:07 | 00:05 |
 | Mask of Madness | 23 | 67.65% | 71.1 | 39.13% | -15.42% | -5.80% | -22.46% | -7.35% | 11:36 | 07:23 | 09:47 | 10:48 | 12:03 | 31:53 | 02:16 | 01:40 |
 | Ring of Health | 13 | 38.24% | 68.9 | 46.15% | +3.29% | -46.15% | +20.52% | 2.37% | 30:24 | 03:22 | 11:06 | 37:31 | 39:17 | 57:55 | 28:11 | 20:52 |
 | Refresher Orb | 7 | 20.59% | 66.7 | 57.14% | +16.40% | -7.14% | -7.14% | 0.00% | 41:52 | 33:57 | 37:32 | 40:01 | 40:31 | 57:55 | 02:59 | 02:12 |
 | Sange and Yasha | 5 | 14.71% | 64.4 | 60.00% | +18.62% | +40.00% | -60.00% | -10.27% | 24:04 | 17:56 | 17:56 | 27:35 | 27:40 | 28:21 | 09:44 | 07:12 |
 | Aghanim's Shard | 12 | 35.29% | 62.2 | 41.67% | -3.78% | +58.33% | -8.34% | -17.09% | 30:43 | 24:23 | 26:59 | 29:01 | 30:53 | 41:10 | 03:54 | 02:53 |
 | Sange | 9 | 26.47% | 60.0 | 44.44% | +0.44% | -44.44% | +5.56% | 4.29% | 22:35 | 15:30 | 15:33 | 25:33 | 27:13 | 28:21 | 11:40 | 08:38 |
 | Yasha | 9 | 26.47% | 57.8 | 44.44% | +0.44% | +5.56% | -44.44% | -7.46% | 18:19 | 12:41 | 14:24 | 16:07 | 21:06 | 27:55 | 06:42 | 04:57 |
 | Satanic | 6 | 17.65% | 55.6 | 50.00% | +7.14% | +50.00% | -50.00% | -26.79% | 37:40 | 29:26 | 35:32 | 36:58 | 39:16 | 47:39 | 03:44 | 02:45 |
 | Linken's Sphere | 3 | 8.82% | 53.3 | 66.67% | +24.73% | -66.67% | 0.00% | 0.00% | 30:30 | 26:02 | 26:02 | 27:19 | 38:10 | 38:10 | 12:08 | 08:59 |
 | Wind Lace | 1 | 2.94% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.94% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:38 | 06:38 | 06:38 | 06:38 | 06:38 | 06:38 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.94% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:38 | 06:38 | 06:38 | 06:38 | 06:38 | 06:38 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 2.94% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 2.94% | 42.2 | 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 |
 | Silver Edge | 2 | 5.88% | 40.0 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 35:03 | 34:12 | 34:12 | 35:54 | 35:54 | 35:54 | 01:42 | 01:15 |
 | Nullifier | 2 | 5.88% | 37.8 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 48:35 | 48:28 | 48:28 | 48:41 | 48:41 | 48:41 | 00:13 | 00:09 |
 | Manta Style | 2 | 5.88% | 35.6 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 20:13 | 17:46 | 17:46 | 22:40 | 22:40 | 22:40 | 04:54 | 03:37 |
 | Shadow Blade | 2 | 5.88% | 33.3 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 33:58 | 32:47 | 32:47 | 35:09 | 35:09 | 35:09 | 02:22 | 01:45 |
 | Crystalys | 2 | 5.88% | 31.1 | 50.00% | +6.25% | -50.00% | 0.00% | 0.00% | 33:10 | 32:28 | 32:28 | 33:52 | 33:52 | 33:52 | 01:24 | 01:02 |
 | Helm of Iron Will | 2 | 5.88% | 28.9 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 47:56 | 47:35 | 47:35 | 48:17 | 48:17 | 48:17 | 00:42 | 00:31 |
 | Butterfly | 2 | 5.88% | 26.7 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 50:17 | 28:23 | 28:23 | 1:12:10 | 1:12:10 | 1:12:10 | 43:47 | 32:25 |
 | Monkey King Bar | 3 | 8.82% | 24.4 | 33.33% | -11.83% | -33.33% | 0.00% | 0.00% | 28:00 | 26:36 | 26:36 | 28:26 | 28:58 | 28:58 | 02:22 | 01:45 |
 | Heaven's Halberd | 4 | 11.76% | 22.2 | 25.00% | -21.67% | -25.00% | -25.00% | 0.00% | 25:40 | 18:19 | 18:19 | 26:55 | 28:33 | 28:52 | 10:14 | 07:34 |
 | Battle Fury | 1 | 2.94% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.94% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.94% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:30 | 11:30 | 11:30 | 11:30 | 11:30 | 11:30 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.94% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.94% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 00:00 | 00:00 |
 | Buckler | 1 | 2.94% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |
 | Wraith Band | 2 | 5.88% | 6.7 | 0.00% | -46.88% | 0.00% | 0.00% | 0.00% | 02:35 | 02:16 | 02:16 | 02:53 | 02:53 | 02:53 | 00:37 | 00:27 |
 | Ring of Protection | 1 | 2.94% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.94% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |