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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 | |
 | Vanguard | 8 | 47.06% | 100.0 | 62.50% | +51.39% | +37.50% | -12.50% | -3.82% | 29:31 | 21:42 | 22:15 | 23:14 | 35:21 | 40:13 | 13:06 | 09:42 |
 | Abyssal Blade | 8 | 47.06% | 97.7 | 62.50% | +51.39% | +37.50% | -12.50% | -6.26% | 32:18 | 25:56 | 27:37 | 28:52 | 35:36 | 40:20 | 07:59 | 05:54 |
 | Ring of Health | 8 | 47.06% | 95.5 | 62.50% | +51.39% | +37.50% | -12.50% | -3.99% | 29:23 | 21:42 | 22:13 | 23:14 | 34:44 | 40:13 | 12:31 | 09:16 |
 | Silver Edge | 2 | 11.76% | 93.2 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 35:41 | 35:36 | 35:36 | 35:45 | 35:45 | 35:45 | 00:09 | 00:06 |
 | Void Stone | 2 | 11.76% | 90.9 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 48:13 | 30:29 | 30:29 | 1:05:56 | 1:05:56 | 1:05:56 | 35:27 | 26:15 |
 | Shadow Blade | 2 | 11.76% | 88.6 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 32:33 | 32:07 | 32:07 | 32:59 | 32:59 | 32:59 | 00:52 | 00:38 |
 | Skull Basher | 11 | 64.71% | 86.4 | 45.45% | +28.78% | +54.55% | -45.45% | -26.55% | 29:43 | 24:38 | 27:24 | 30:01 | 31:10 | 35:50 | 03:46 | 02:47 |
 | Yasha | 12 | 70.59% | 84.1 | 41.67% | +21.67% | +25.00% | -41.67% | -24.69% | 19:22 | 15:42 | 18:04 | 18:57 | 20:46 | 23:29 | 02:42 | 02:00 |
 | Manta Style | 12 | 70.59% | 81.8 | 41.67% | +21.67% | +58.33% | -41.67% | -25.97% | 21:31 | 17:36 | 19:04 | 21:17 | 22:55 | 25:43 | 03:51 | 02:51 |
 | Boots of Speed | 17 | 100.00% | 79.5 | 35.29% | +35.29% | +14.71% | -10.29% | -12.71% | 04:06 | 01:26 | 02:00 | 02:59 | 03:58 | 12:03 | 01:58 | 01:27 |
 | Quelling Blade | 13 | 76.47% | 77.3 | 38.46% | +13.46% | -5.13% | +28.21% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Phase Boots | 13 | 76.47% | 75.0 | 38.46% | +13.46% | +61.54% | -38.46% | -82.19% | 05:40 | 04:27 | 04:45 | 05:24 | 05:58 | 08:10 | 01:13 | 00:54 |
 | Radiance | 13 | 76.47% | 72.7 | 38.46% | +13.46% | +28.21% | -38.46% | -22.35% | 15:42 | 12:56 | 14:13 | 15:49 | 17:12 | 18:03 | 02:59 | 02:12 |
 | Chainmail | 13 | 76.47% | 70.5 | 38.46% | +13.46% | +28.21% | -38.46% | -66.67% | 04:23 | 01:50 | 03:51 | 04:25 | 04:44 | 06:46 | 00:53 | 00:39 |
 | Magic Wand | 15 | 88.24% | 68.2 | 33.33% | -16.67% | +41.67% | -8.33% | -9.52% | 05:45 | 00:06 | 01:03 | 04:11 | 06:18 | 18:36 | 05:15 | 03:53 |
 | Black King Bar | 3 | 17.65% | 65.9 | 66.67% | +38.10% | +33.33% | 0.00% | -1.88% | 44:35 | 35:28 | 35:28 | 45:07 | 53:10 | 53:10 | 17:42 | 13:06 |
 | Crystalys | 3 | 17.65% | 63.6 | 66.67% | +38.10% | +33.33% | 0.00% | -5.42% | 36:47 | 34:29 | 34:29 | 35:13 | 40:38 | 40:38 | 06:09 | 04:33 |
 | Magic Stick | 16 | 94.12% | 61.4 | 31.25% | -68.75% | -6.25% | -6.25% | 0.00% | -00:14 | -01:29 | -01:29 | -01:29 | -01:28 | 05:55 | 00:01 | 00:00 |
 | Blink Dagger | 7 | 41.18% | 59.1 | 42.86% | +12.86% | +7.14% | +7.14% | 0.00% | 27:12 | 20:27 | 25:54 | 27:31 | 28:22 | 32:27 | 02:28 | 01:49 |
 | Refresher Orb | 1 | 5.88% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 5.88% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 5.88% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:57 | 55:57 | 55:57 | 55:57 | 55:57 | 55:57 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 5.88% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.88% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:26 | 58:26 | 58:26 | 58:26 | 58:26 | 58:26 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 5.88% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.88% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 5.88% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 5.88% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Wind Lace | 6 | 35.29% | 36.4 | 33.33% | -3.03% | +16.67% | -33.33% | -3.48% | 08:55 | -01:29 | -01:29 | 03:05 | 15:50 | 25:57 | 17:19 | 12:49 |
 | Sange | 2 | 11.76% | 34.1 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 26:58 | 23:44 | 23:44 | 30:12 | 30:12 | 30:12 | 06:28 | 04:47 |
 | Headdress | 2 | 11.76% | 31.8 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 26:39 | 24:28 | 24:28 | 28:50 | 28:50 | 28:50 | 04:22 | 03:14 |
 | Heaven's Halberd | 2 | 11.76% | 29.5 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 27:41 | 25:03 | 25:03 | 30:19 | 30:19 | 30:19 | 05:16 | 03:54 |
 | Ring of Basilius | 2 | 11.76% | 27.3 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 19:10 | 04:35 | 04:35 | 33:45 | 33:45 | 33:45 | 29:10 | 21:36 |
 | Holy Locket | 2 | 11.76% | 25.0 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 27:11 | 25:00 | 25:00 | 29:22 | 29:22 | 29:22 | 04:22 | 03:14 |
 | Aghanim's Scepter | 2 | 11.76% | 22.7 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 51:18 | 46:39 | 46:39 | 55:57 | 55:57 | 55:57 | 09:18 | 06:53 |
 | Aghanim's Shard | 2 | 11.76% | 20.5 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 52:27 | 50:08 | 50:08 | 54:45 | 54:45 | 54:45 | 04:37 | 03:25 |
 | Ring of Protection | 3 | 17.65% | 18.2 | 33.33% | -2.38% | -33.33% | 0.00% | 3.38% | 28:18 | 23:54 | 23:54 | 27:15 | 33:45 | 33:45 | 09:51 | 07:17 |
 | Overwhelming Blink | 3 | 17.65% | 15.9 | 33.33% | -2.38% | +66.67% | 0.00% | -8.03% | 44:51 | 40:19 | 40:19 | 45:38 | 48:37 | 48:37 | 08:18 | 06:08 |
 | Buckler | 3 | 17.65% | 13.6 | 33.33% | -2.38% | -33.33% | 0.00% | 3.39% | 28:19 | 23:55 | 23:55 | 27:16 | 33:45 | 33:45 | 09:50 | 07:17 |
 | Tranquil Boots | 4 | 23.53% | 11.4 | 25.00% | -13.46% | -25.00% | +75.00% | 27.03% | 19:12 | 11:05 | 11:05 | 12:06 | 14:47 | 38:48 | 03:42 | 02:44 |
 | Fluffy Hat | 4 | 23.53% | 9.1 | 25.00% | -13.46% | -25.00% | +75.00% | 76.92% | 16:14 | 12:58 | 12:58 | 13:12 | 14:16 | 24:28 | 01:18 | 00:57 |
 | Bracer | 1 | 5.88% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 00:00 | 00:00 |
 | Assault Cuirass | 2 | 11.76% | 4.5 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 26:44 | 25:47 | 25:47 | 27:40 | 27:40 | 27:40 | 01:53 | 01:23 |
 | Force Staff | 2 | 11.76% | 2.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 24:11 | 23:57 | 23:57 | 24:24 | 24:24 | 24:24 | 00:27 | 00:20 |