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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 | |
 | Butterfly | 20 | 30.77% | 100.0 | 85.00% | +45.00% | -5.00% | +15.00% | 2.24% | 32:51 | 23:31 | 28:11 | 30:50 | 37:07 | 45:40 | 08:56 | 06:37 |
 | Abyssal Blade | 35 | 53.85% | 97.9 | 71.43% | +38.10% | +28.57% | -38.10% | -10.18% | 30:32 | 24:26 | 27:04 | 29:48 | 33:37 | 41:18 | 06:33 | 04:51 |
 | Skull Basher | 36 | 55.38% | 95.7 | 69.44% | +34.96% | +8.34% | -2.77% | -2.11% | 27:28 | 21:30 | 24:51 | 26:05 | 30:07 | 40:59 | 05:16 | 03:54 |
 | Eye of Skadi | 23 | 35.38% | 93.6 | 73.91% | +31.05% | +9.42% | +26.09% | 2.19% | 32:07 | 23:41 | 27:31 | 30:02 | 35:07 | 49:21 | 07:36 | 05:37 |
 | Black King Bar | 27 | 41.54% | 91.5 | 66.67% | +21.93% | -9.53% | -9.53% | 0.00% | 34:33 | 24:26 | 30:22 | 32:36 | 36:33 | 49:29 | 06:11 | 04:34 |
 | Vanguard | 50 | 76.92% | 89.4 | 60.00% | +26.67% | +1.54% | -1.67% | -0.16% | 14:13 | 04:24 | 06:13 | 06:37 | 26:51 | 41:18 | 20:38 | 15:17 |
 | Manta Style | 59 | 90.77% | 87.2 | 57.63% | +40.96% | +2.37% | -10.96% | -5.63% | 21:46 | 17:53 | 20:33 | 21:32 | 22:55 | 28:19 | 02:22 | 01:45 |
 | Ring of Health | 64 | 98.46% | 85.1 | 54.69% | +54.69% | -17.19% | +1.56% | 17.31% | 04:57 | 02:00 | 02:52 | 03:21 | 03:57 | 38:54 | 01:05 | 00:48 |
 | Yasha | 64 | 98.46% | 83.0 | 54.69% | +54.69% | +14.06% | -4.69% | -7.17% | 19:11 | 15:07 | 17:37 | 18:38 | 20:14 | 30:32 | 02:37 | 01:56 |
 | Void Stone | 54 | 83.08% | 80.9 | 55.56% | +10.11% | +15.87% | -17.10% | -11.05% | 14:36 | 09:06 | 13:12 | 14:46 | 16:11 | 29:39 | 02:59 | 02:12 |
 | Power Treads | 65 | 100.00% | 78.7 | 53.85% | +53.85% | -3.85% | -3.85% | 0.00% | 09:37 | 05:59 | 08:37 | 09:43 | 10:32 | 15:52 | 01:55 | 01:25 |
 | Boots of Speed | 65 | 100.00% | 76.6 | 53.85% | +53.85% | -16.35% | -16.35% | 0.00% | 07:29 | 02:38 | 05:41 | 07:45 | 09:07 | 13:54 | 03:26 | 02:32 |
 | Quelling Blade | 65 | 100.00% | 74.5 | 53.85% | +53.85% | -3.85% | -10.10% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Battle Fury | 57 | 87.69% | 72.3 | 54.39% | +4.39% | +9.90% | -18.68% | -11.99% | 15:16 | 12:46 | 13:59 | 15:19 | 16:22 | 18:34 | 02:23 | 01:45 |
 | Mage Slayer | 4 | 6.15% | 70.2 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 46:34 | 39:39 | 39:39 | 44:11 | 46:00 | 56:24 | 06:21 | 04:42 |
 | Bloodthorn | 4 | 6.15% | 68.1 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 45:56 | 40:00 | 40:00 | 44:42 | 46:21 | 52:41 | 06:21 | 04:42 |
 | Aghanim's Scepter | 14 | 21.54% | 66.0 | 64.29% | +13.31% | +10.71% | +35.71% | 2.27% | 35:44 | 24:11 | 26:41 | 31:03 | 37:41 | 1:02:23 | 11:00 | 08:08 |
 | Wraith Band | 36 | 55.38% | 63.8 | 50.00% | -8.62% | -27.78% | +16.67% | 7.69% | 07:09 | 01:05 | 01:41 | 02:22 | 07:28 | 27:28 | 05:47 | 04:17 |
 | Aghanim's Blessing | 3 | 4.62% | 61.7 | 100.00% | +48.39% | 0.00% | 0.00% | 0.00% | 57:39 | 47:19 | 47:19 | 1:02:23 | 1:03:15 | 1:03:15 | 15:56 | 11:48 |
 | Orchid Malevolence | 3 | 4.62% | 59.6 | 100.00% | +48.39% | 0.00% | 0.00% | 0.00% | 43:10 | 40:00 | 40:00 | 44:42 | 44:47 | 44:47 | 04:47 | 03:32 |
 | Magic Stick | 36 | 55.38% | 57.4 | 47.22% | -14.85% | -2.78% | +8.34% | 5.65% | 02:16 | -01:29 | -01:29 | -01:29 | 03:27 | 20:40 | 04:56 | 03:39 |
 | Linken's Sphere | 8 | 12.31% | 55.3 | 62.50% | +9.87% | -12.50% | -12.50% | 0.00% | 34:01 | 24:20 | 24:30 | 31:39 | 39:43 | 49:35 | 15:13 | 11:16 |
 | Javelin | 6 | 9.23% | 53.2 | 66.67% | +14.13% | -16.67% | +33.33% | 5.13% | 43:44 | 35:43 | 38:53 | 41:43 | 48:38 | 54:30 | 09:45 | 07:13 |
 | Magic Wand | 21 | 32.31% | 51.1 | 42.86% | -16.23% | -2.86% | -2.86% | 0.00% | 12:49 | 01:51 | 07:57 | 14:39 | 17:16 | 21:23 | 09:19 | 06:54 |
 | Aghanim's Shard | 2 | 3.08% | 48.9 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 41:47 | 28:08 | 28:08 | 55:26 | 55:26 | 55:26 | 27:18 | 20:13 |
 | Sange and Yasha | 2 | 3.08% | 46.8 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 19:28 | 18:57 | 18:57 | 19:58 | 19:58 | 19:58 | 01:01 | 00:45 |
 | Radiance | 7 | 10.77% | 44.7 | 57.14% | +3.69% | -7.14% | -57.14% | -24.19% | 18:56 | 16:54 | 17:21 | 19:13 | 19:25 | 21:07 | 02:04 | 01:31 |
 | Monkey King Bar | 5 | 7.69% | 42.6 | 60.00% | +6.67% | +40.00% | -60.00% | -14.05% | 42:04 | 36:16 | 36:16 | 41:56 | 43:23 | 48:50 | 07:07 | 05:16 |
 | Moon Shard | 5 | 7.69% | 40.4 | 60.00% | +6.67% | -60.00% | +40.00% | 3.80% | 44:17 | 25:24 | 25:24 | 51:10 | 51:42 | 53:08 | 26:18 | 19:28 |
 | Buckler | 3 | 4.62% | 38.3 | 66.67% | +13.44% | +33.33% | 0.00% | 0.00% | 38:45 | 32:27 | 32:27 | 36:28 | 47:19 | 47:19 | 14:52 | 11:00 |
 | Ring of Protection | 3 | 4.62% | 38.3 | 66.67% | +13.44% | +33.33% | 0.00% | 0.00% | 38:45 | 32:27 | 32:27 | 36:28 | 47:19 | 47:19 | 14:52 | 11:00 |
 | Sange | 3 | 4.62% | 34.0 | 66.67% | +13.44% | +33.33% | 0.00% | 0.00% | 21:19 | 18:38 | 18:38 | 19:58 | 25:22 | 25:22 | 06:44 | 04:59 |
 | Assault Cuirass | 3 | 4.62% | 31.9 | 66.67% | +13.44% | +33.33% | 0.00% | 0.00% | 39:12 | 32:30 | 32:30 | 37:31 | 47:35 | 47:35 | 15:05 | 11:10 |
 | Cornucopia | 4 | 6.15% | 29.8 | 50.00% | -4.10% | -50.00% | -50.00% | 0.00% | 07:46 | 03:04 | 03:04 | 03:50 | 09:24 | 14:46 | 06:20 | 04:41 |
 | Orb of Venom | 1 | 1.54% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.54% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:32 | 60:32 | 60:32 | 60:32 | 60:32 | 60:32 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.54% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:39 | 02:39 | 02:39 | 02:39 | 02:39 | 02:39 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.54% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.54% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.54% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.54% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:59 | 03:59 | 03:59 | 03:59 | 03:59 | 03:59 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.54% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 00:00 | 00:00 |
 | Satanic | 1 | 1.54% | 10.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 3.08% | 8.5 | 50.00% | -3.97% | +50.00% | 0.00% | 0.00% | 25:50 | 23:51 | 23:51 | 27:49 | 27:49 | 27:49 | 03:58 | 02:56 |
 | Crystalys | 1 | 1.54% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.54% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.54% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |