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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 | |
 | Abyssal Blade | 10 | 25.64% | 100.0 | 80.00% | +31.72% | +20.00% | +20.00% | 0.00% | 36:13 | 29:03 | 30:30 | 32:18 | 42:29 | 46:01 | 11:59 | 08:52 |
 | Vanguard | 10 | 25.64% | 97.4 | 80.00% | +31.72% | -13.33% | -30.00% | -1.35% | 35:46 | 28:52 | 30:05 | 31:25 | 42:26 | 45:26 | 12:21 | 09:08 |
 | Heart of Tarrasque | 37 | 94.87% | 94.7 | 59.46% | +59.46% | +18.32% | -26.13% | -10.03% | 24:59 | 19:25 | 21:37 | 24:25 | 26:03 | 35:03 | 04:26 | 03:17 |
 | Sange and Yasha | 9 | 23.08% | 92.1 | 77.78% | +27.78% | +22.22% | -27.78% | 0.00% | 24:05 | 18:48 | 22:08 | 23:42 | 26:08 | 29:08 | 04:00 | 02:57 |
 | Yasha | 38 | 97.44% | 89.5 | 57.89% | +57.89% | -7.89% | -13.45% | -1.87% | 14:54 | 09:41 | 13:24 | 15:11 | 16:22 | 20:40 | 02:58 | 02:11 |
 | Ring of Health | 11 | 28.21% | 86.8 | 72.73% | +22.73% | -39.40% | +27.27% | 23.53% | 31:43 | 13:54 | 28:35 | 30:03 | 31:25 | 45:25 | 02:50 | 02:05 |
 | Boots of Speed | 39 | 100.00% | 84.2 | 56.41% | +56.41% | -16.41% | -6.41% | 4.96% | 03:54 | 01:27 | 02:47 | 03:45 | 04:48 | 07:22 | 02:01 | 01:29 |
 | Power Treads | 39 | 100.00% | 81.6 | 56.41% | +56.41% | -6.41% | +13.59% | 15.00% | 05:51 | 03:54 | 05:06 | 05:40 | 06:26 | 07:54 | 01:20 | 00:59 |
 | Diffusal Blade | 39 | 100.00% | 78.9 | 56.41% | +56.41% | -6.41% | -16.41% | -5.31% | 12:42 | 10:06 | 11:20 | 12:10 | 13:13 | 16:45 | 01:53 | 01:23 |
 | Magic Stick | 36 | 92.31% | 76.3 | 55.56% | -11.11% | -22.23% | +22.22% | 44.45% | -00:05 | -01:30 | -01:29 | -01:29 | -01:20 | 12:17 | 00:09 | 00:06 |
 | Magic Wand | 34 | 87.18% | 73.7 | 55.88% | -4.12% | +21.90% | -18.38% | -3.81% | 08:44 | -01:29 | 02:16 | 08:09 | 12:51 | 35:15 | 10:35 | 07:50 |
 | Quelling Blade | 37 | 94.87% | 71.1 | 54.05% | -45.95% | -20.72% | +12.62% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 02:33 | 00:00 | 00:00 |
 | Sange | 10 | 25.64% | 68.4 | 70.00% | +18.28% | +30.00% | -20.00% | -9.74% | 26:49 | 18:22 | 22:04 | 23:42 | 27:12 | 53:17 | 05:08 | 03:48 |
 | Skull Basher | 14 | 35.90% | 65.8 | 64.29% | +12.29% | +10.71% | -30.96% | -4.17% | 35:34 | 25:38 | 28:01 | 32:45 | 38:00 | 1:09:43 | 09:59 | 07:23 |
 | Eye of Skadi | 14 | 35.90% | 63.2 | 64.29% | +12.29% | +10.71% | -64.29% | -21.63% | 33:35 | 25:47 | 30:02 | 32:11 | 33:30 | 56:22 | 03:28 | 02:34 |
 | Manta Style | 25 | 64.10% | 60.5 | 52.00% | -12.29% | -2.00% | +14.67% | 6.37% | 20:27 | 16:30 | 18:23 | 19:41 | 21:00 | 27:44 | 02:37 | 01:56 |
 | Aghanim's Shard | 23 | 58.97% | 57.9 | 52.17% | -10.33% | +14.50% | +14.50% | 0.00% | 27:00 | 17:42 | 22:10 | 25:10 | 28:34 | 50:04 | 06:24 | 04:44 |
 | Black King Bar | 4 | 10.26% | 55.3 | 75.00% | +20.71% | +25.00% | -75.00% | 0.00% | 41:07 | 40:08 | 40:08 | 40:55 | 41:39 | 41:47 | 01:31 | 01:07 |
 | Void Stone | 17 | 43.59% | 52.6 | 41.18% | -27.00% | +33.82% | -16.18% | -6.06% | 31:39 | 18:56 | 27:10 | 31:20 | 35:25 | 44:26 | 08:15 | 06:06 |
 | Mage Slayer | 11 | 28.21% | 50.0 | 45.45% | -15.26% | +21.22% | -45.45% | -5.33% | 35:03 | 16:54 | 26:41 | 37:08 | 39:11 | 56:48 | 12:30 | 09:15 |
 | Wraith Band | 8 | 20.51% | 47.4 | 50.00% | -8.06% | 0.00% | 0.00% | 0.00% | 01:31 | -01:29 | 01:29 | 01:41 | 02:02 | 02:56 | 00:33 | 00:24 |
 | Aether Lens | 8 | 20.51% | 44.7 | 50.00% | -8.06% | 0.00% | 0.00% | 0.00% | 30:03 | 19:03 | 26:01 | 28:04 | 34:51 | 36:03 | 08:50 | 06:32 |
 | Bloodthorn | 9 | 23.08% | 42.1 | 44.44% | -15.56% | +55.56% | -44.44% | 0.00% | 41:32 | 30:35 | 33:14 | 39:30 | 44:34 | 57:05 | 11:20 | 08:23 |
 | Octarine Core | 6 | 15.38% | 39.5 | 50.00% | -7.58% | +50.00% | -50.00% | 0.00% | 35:08 | 26:48 | 31:22 | 34:27 | 37:37 | 44:32 | 06:15 | 04:37 |
 | Orchid Malevolence | 10 | 25.64% | 36.8 | 40.00% | -22.07% | -6.67% | -40.00% | -2.72% | 39:25 | 29:13 | 32:11 | 36:10 | 44:26 | 57:05 | 12:15 | 09:04 |
 | Butterfly | 3 | 7.69% | 34.2 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 37:50 | 31:36 | 31:36 | 33:06 | 48:48 | 48:48 | 17:12 | 12:44 |
 | Nullifier | 1 | 2.56% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.56% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Javelin | 1 | 2.56% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.56% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 00:00 | 00:00 |
 | Aghanim's Scepter | 3 | 7.69% | 21.1 | 33.33% | -25.00% | +66.67% | 0.00% | 0.00% | 55:49 | 44:28 | 44:28 | 59:37 | 1:03:23 | 1:03:23 | 18:55 | 14:00 |
 | Linken's Sphere | 3 | 7.69% | 18.4 | 33.33% | -25.00% | -33.33% | 0.00% | 0.00% | 32:39 | 28:18 | 28:18 | 29:43 | 39:55 | 39:55 | 11:37 | 08:36 |
 | Aghanim's Blessing | 3 | 7.69% | 15.8 | 33.33% | -25.00% | +66.67% | 0.00% | 0.00% | 55:49 | 44:28 | 44:28 | 59:37 | 1:03:23 | 1:03:23 | 18:55 | 14:00 |
 | Heaven's Halberd | 1 | 2.56% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:13 | 54:13 | 54:13 | 54:13 | 54:13 | 54:13 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.56% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:17 | 35:17 | 35:17 | 35:17 | 35:17 | 35:17 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.56% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.56% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.56% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 00:00 | 00:00 |