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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 | |
 | Skull Basher | 35 | 39.33% | 100.0 | 68.57% | +38.94% | +9.21% | -13.01% | -6.26% | 25:14 | 17:14 | 22:42 | 23:56 | 26:15 | 39:13 | 03:33 | 02:37 |
 | Vanguard | 29 | 32.58% | 98.4 | 68.97% | +35.64% | +16.74% | +16.74% | 0.00% | 27:41 | 20:15 | 25:11 | 26:48 | 29:29 | 39:50 | 04:18 | 03:11 |
 | Abyssal Blade | 29 | 32.58% | 96.8 | 68.97% | +35.64% | +2.46% | +16.74% | 2.94% | 27:52 | 20:15 | 25:28 | 27:09 | 30:19 | 39:50 | 04:51 | 03:35 |
 | Blink Dagger | 45 | 50.56% | 95.2 | 60.00% | +30.45% | -5.45% | -23.64% | -2.76% | 23:43 | 12:33 | 19:09 | 21:40 | 25:44 | 44:53 | 06:35 | 04:52 |
 | Swift Blink | 17 | 19.10% | 93.7 | 70.59% | +31.70% | +29.41% | -45.59% | -10.20% | 32:38 | 24:38 | 27:56 | 31:48 | 35:17 | 45:52 | 07:21 | 05:26 |
 | Ring of Health | 59 | 66.29% | 92.1 | 55.93% | +32.60% | +10.74% | -9.26% | -4.58% | 11:39 | 05:13 | 07:56 | 10:45 | 12:18 | 29:20 | 04:22 | 03:14 |
 | Assault Cuirass | 48 | 53.93% | 90.5 | 56.25% | +24.54% | +18.75% | -6.25% | -4.26% | 23:32 | 16:57 | 20:17 | 21:45 | 26:09 | 34:35 | 05:52 | 04:20 |
 | Sange and Yasha | 40 | 44.94% | 88.9 | 57.50% | +22.81% | +22.50% | -17.50% | -12.97% | 17:09 | 13:11 | 14:33 | 16:20 | 17:38 | 37:44 | 03:05 | 02:17 |
 | Void Stone | 57 | 64.04% | 87.3 | 54.39% | +26.26% | +9.90% | -25.82% | -11.22% | 10:37 | 03:15 | 07:34 | 09:16 | 10:45 | 33:27 | 03:11 | 02:21 |
 | Buckler | 52 | 58.43% | 85.7 | 53.85% | +21.42% | +15.38% | -7.70% | -3.43% | 22:22 | 01:45 | 18:45 | 21:14 | 25:29 | 39:32 | 06:44 | 04:59 |
 | Sange | 50 | 56.18% | 84.1 | 54.00% | +20.67% | +15.23% | -29.00% | -19.51% | 15:09 | 11:27 | 13:11 | 14:02 | 15:27 | 37:44 | 02:16 | 01:40 |
 | Yasha | 42 | 47.19% | 82.5 | 54.76% | +18.59% | +17.97% | +5.24% | -4.66% | 15:54 | 11:15 | 13:37 | 14:37 | 16:21 | 37:44 | 02:44 | 02:01 |
 | Aghanim's Shard | 21 | 23.60% | 81.0 | 61.90% | +22.19% | +38.10% | -21.90% | -6.84% | 27:23 | 20:10 | 21:55 | 26:16 | 30:41 | 38:18 | 08:46 | 06:29 |
 | Ring of Protection | 78 | 87.64% | 79.4 | 48.72% | +30.54% | -3.72% | -11.88% | -0.43% | 10:10 | -01:29 | -01:29 | 03:28 | 20:40 | 34:01 | 22:09 | 16:24 |
 | Chainmail | 48 | 53.93% | 77.8 | 52.08% | +15.49% | +14.59% | -2.08% | -1.70% | 08:03 | 01:21 | 02:52 | 05:12 | 12:42 | 33:30 | 09:50 | 07:17 |
 | Battle Fury | 53 | 59.55% | 76.2 | 50.94% | +14.83% | +33.68% | -27.86% | -38.46% | 11:39 | 09:14 | 10:42 | 11:28 | 12:18 | 17:39 | 01:36 | 01:11 |
 | Quelling Blade | 86 | 96.63% | 74.6 | 46.51% | +46.51% | -14.69% | +1.11% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 04:20 | 00:00 | 00:00 |
 | Phase Boots | 34 | 38.20% | 73.0 | 52.94% | +12.94% | +35.95% | -40.44% | -52.68% | 06:11 | 04:15 | 05:14 | 05:29 | 06:41 | 13:50 | 01:27 | 01:04 |
 | Boots of Speed | 89 | 100.00% | 71.4 | 44.94% | +44.94% | +0.51% | -13.12% | -6.20% | 03:40 | -01:30 | 02:26 | 03:38 | 04:38 | 10:39 | 02:12 | 01:37 |
 | Power Treads | 41 | 46.07% | 69.8 | 48.78% | +7.11% | +21.22% | -8.78% | -14.06% | 07:17 | 04:30 | 05:31 | 05:58 | 07:39 | 23:41 | 02:08 | 01:34 |
 | Black King Bar | 50 | 56.18% | 68.3 | 46.00% | +2.41% | +23.23% | -21.00% | -10.21% | 20:41 | 14:09 | 17:49 | 19:43 | 22:09 | 33:41 | 04:20 | 03:12 |
 | Solar Crest | 11 | 12.36% | 66.7 | 63.64% | +21.33% | -30.31% | +3.03% | 8.34% | 26:30 | 18:09 | 25:18 | 25:48 | 29:18 | 31:13 | 04:00 | 02:57 |
 | Aghanim's Scepter | 35 | 39.33% | 65.1 | 45.71% | +1.27% | +32.07% | +20.96% | -1.23% | 19:36 | 11:05 | 12:26 | 14:51 | 21:29 | 41:58 | 09:03 | 06:42 |
 | Soul Ring | 27 | 30.34% | 63.5 | 48.15% | +4.60% | +23.28% | -19.58% | -15.78% | 04:41 | 01:31 | 02:38 | 03:37 | 05:21 | 13:55 | 02:43 | 02:00 |
 | Heart of Tarrasque | 10 | 11.24% | 61.9 | 60.00% | +16.96% | +6.67% | -60.00% | -11.87% | 24:56 | 16:23 | 20:04 | 21:14 | 25:41 | 48:05 | 05:37 | 04:09 |
 | Wind Lace | 29 | 32.58% | 60.3 | 41.38% | -5.29% | +1.48% | +30.05% | 1.95% | 15:04 | -01:29 | 07:52 | 12:24 | 22:33 | 33:39 | 14:41 | 10:52 |
 | Magic Stick | 30 | 33.71% | 58.7 | 40.00% | -7.46% | +22.50% | -25.71% | -11.08% | 02:15 | -01:29 | 00:14 | 01:41 | 04:35 | 09:40 | 04:21 | 03:13 |
 | Blight Stone | 16 | 17.98% | 57.1 | 43.75% | -1.46% | -18.75% | +6.25% | 2.85% | 18:12 | 07:14 | 13:18 | 15:16 | 22:05 | 33:37 | 08:47 | 06:30 |
 | Medallion of Courage | 16 | 17.98% | 55.6 | 43.75% | -1.46% | +6.25% | +6.25% | 0.00% | 18:27 | 07:38 | 13:45 | 15:52 | 22:05 | 33:37 | 08:20 | 06:10 |
 | Orchid Malevolence | 2 | 2.25% | 54.0 | 100.00% | +56.32% | 0.00% | 0.00% | 0.00% | 31:37 | 30:27 | 30:27 | 32:46 | 32:46 | 32:46 | 02:19 | 01:42 |
 | Bloodthorn | 2 | 2.25% | 52.4 | 100.00% | +56.32% | 0.00% | 0.00% | 0.00% | 32:27 | 31:50 | 31:50 | 33:04 | 33:04 | 33:04 | 01:14 | 00:54 |
 | Lotus Orb | 2 | 2.25% | 50.8 | 100.00% | +56.32% | 0.00% | 0.00% | 0.00% | 27:45 | 26:12 | 26:12 | 29:17 | 29:17 | 29:17 | 03:05 | 02:17 |
 | Bracer | 30 | 33.71% | 49.2 | 33.33% | -17.52% | -8.33% | -19.04% | -10.71% | 02:10 | 00:51 | 01:50 | 02:00 | 02:29 | 04:24 | 00:39 | 00:28 |
 | Magic Wand | 13 | 14.61% | 47.6 | 38.46% | -7.59% | +28.21% | -5.13% | -6.47% | 07:30 | 02:00 | 04:37 | 06:44 | 09:46 | 15:10 | 05:09 | 03:48 |
 | Radiance | 6 | 6.74% | 46.0 | 50.00% | +5.42% | 0.00% | +50.00% | 0.00% | 12:44 | 11:06 | 11:45 | 12:10 | 13:33 | 14:50 | 01:48 | 01:20 |
 | Divine Rapier | 4 | 4.49% | 44.4 | 50.00% | +5.29% | -50.00% | -50.00% | 0.00% | 39:46 | 32:58 | 32:58 | 35:23 | 40:19 | 50:24 | 07:21 | 05:26 |
 | Hood of Defiance | 1 | 1.12% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.12% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 00:00 | 00:00 |
 | Headdress | 1 | 1.12% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.12% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Bottle | 5 | 5.62% | 36.5 | 40.00% | -5.24% | -40.00% | -40.00% | 0.00% | 04:20 | 01:49 | 01:49 | 05:09 | 05:23 | 06:31 | 03:34 | 02:38 |
 | Urn of Shadows | 7 | 7.87% | 34.9 | 28.57% | -17.77% | -28.57% | -28.57% | 0.00% | 04:01 | 02:28 | 03:02 | 03:34 | 03:37 | 08:07 | 00:35 | 00:25 |
 | Mjollnir | 2 | 2.25% | 33.3 | 50.00% | +5.17% | +50.00% | 0.00% | 0.00% | 30:55 | 27:41 | 27:41 | 34:09 | 34:09 | 34:09 | 06:28 | 04:47 |
 | Maelstrom | 2 | 2.25% | 31.7 | 50.00% | +5.17% | +50.00% | 0.00% | 0.00% | 30:07 | 26:29 | 26:29 | 33:44 | 33:44 | 33:44 | 07:15 | 05:22 |
 | Force Staff | 2 | 2.25% | 30.2 | 50.00% | +5.17% | +50.00% | 0.00% | 0.00% | 21:17 | 20:23 | 20:23 | 22:11 | 22:11 | 22:11 | 01:48 | 01:20 |
 | Moon Shard | 2 | 2.25% | 28.6 | 50.00% | +5.17% | +50.00% | 0.00% | 0.00% | 42:59 | 39:15 | 39:15 | 46:43 | 46:43 | 46:43 | 07:28 | 05:31 |
 | Ghost Scepter | 2 | 2.25% | 27.0 | 50.00% | +5.17% | -50.00% | 0.00% | 0.00% | 20:05 | 17:25 | 17:25 | 22:45 | 22:45 | 22:45 | 05:20 | 03:57 |
 | Ring of Basilius | 3 | 3.37% | 25.4 | 33.33% | -12.02% | +66.67% | 0.00% | 0.00% | 14:34 | 01:14 | 01:14 | 02:56 | 39:33 | 39:33 | 38:19 | 28:22 |
 | Javelin | 5 | 5.62% | 23.8 | 20.00% | -26.43% | -20.00% | -20.00% | 0.00% | 29:40 | 19:31 | 19:31 | 29:00 | 33:44 | 39:36 | 14:13 | 10:31 |
 | Heaven's Halberd | 8 | 8.99% | 22.2 | 12.50% | -35.65% | +37.50% | -12.50% | 0.00% | 20:13 | 13:23 | 13:42 | 17:40 | 25:26 | 31:32 | 11:44 | 08:41 |
 | Monkey King Bar | 3 | 3.37% | 20.6 | 0.00% | -46.51% | 0.00% | 0.00% | 0.00% | 31:07 | 20:13 | 20:13 | 32:13 | 40:56 | 40:56 | 20:43 | 15:20 |
 | Shadow Blade | 1 | 1.12% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:40 | 20:40 | 20:40 | 20:40 | 20:40 | 20:40 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.12% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 00:00 | 00:00 |
 | Necronomicon | 1 | 1.12% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.12% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 51:42 | 00:00 | 00:00 |
 | Necronomicon (level 3) | 1 | 1.12% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.12% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:33 | 39:33 | 39:33 | 39:33 | 39:33 | 39:33 | 00:00 | 00:00 |
 | Necronomicon (level 2) | 1 | 1.12% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.12% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.12% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.12% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:11 | 34:11 | 34:11 | 34:11 | 34:11 | 34:11 | 00:00 | 00:00 |
 | Manta Style | 2 | 2.25% | 3.2 | 0.00% | -45.98% | 0.00% | 0.00% | 0.00% | 17:54 | 15:55 | 15:55 | 19:53 | 19:53 | 19:53 | 03:58 | 02:56 |
 | Crystalys | 1 | 1.12% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:11 | 34:11 | 34:11 | 34:11 | 34:11 | 34:11 | 00:00 | 00:00 |