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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 | |
 | Satanic | 36 | 28.35% | 100.0 | 83.33% | +47.07% | +16.67% | +16.67% | 0.00% | 34:07 | 26:01 | 29:12 | 33:08 | 36:25 | 47:17 | 07:13 | 05:20 |
 | Vanguard | 25 | 19.69% | 97.7 | 84.00% | +42.82% | +16.00% | -0.67% | -2.68% | 36:20 | 30:42 | 32:26 | 34:39 | 38:39 | 47:12 | 06:13 | 04:36 |
 | Abyssal Blade | 24 | 18.90% | 95.5 | 83.33% | +41.58% | 0.00% | 0.00% | 0.00% | 36:54 | 31:28 | 33:02 | 35:03 | 38:52 | 47:23 | 05:50 | 04:19 |
 | Eye of Skadi | 8 | 6.30% | 93.2 | 100.00% | +53.78% | 0.00% | 0.00% | 0.00% | 32:34 | 24:29 | 27:24 | 30:22 | 36:18 | 39:30 | 08:54 | 06:35 |
 | Morbid Mask | 42 | 33.07% | 90.9 | 76.19% | +39.72% | -12.55% | +3.81% | 2.26% | 31:54 | 24:52 | 27:52 | 31:28 | 35:06 | 47:05 | 07:14 | 05:21 |
 | Aghanim's Blessing | 7 | 5.51% | 88.6 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 44:14 | 32:53 | 39:42 | 46:12 | 47:31 | 51:36 | 07:49 | 05:47 |
 | Skull Basher | 62 | 48.82% | 86.4 | 67.74% | +35.43% | +13.51% | -14.41% | -4.91% | 29:55 | 20:16 | 26:31 | 29:33 | 32:12 | 45:25 | 05:41 | 04:12 |
 | Aghanim's Scepter | 27 | 21.26% | 84.1 | 74.07% | +31.07% | -16.93% | +11.64% | 4.66% | 32:21 | 23:29 | 27:43 | 31:39 | 33:51 | 51:36 | 06:08 | 04:32 |
 | Black King Bar | 111 | 87.40% | 81.8 | 54.95% | +42.45% | +9.34% | -12.09% | -7.14% | 22:13 | 16:55 | 20:11 | 21:23 | 23:11 | 41:23 | 03:00 | 02:13 |
 | Yasha | 17 | 13.39% | 79.5 | 70.59% | +24.23% | +4.41% | +4.41% | 0.00% | 20:19 | 14:36 | 16:17 | 19:15 | 22:39 | 30:33 | 06:22 | 04:42 |
 | Desolator | 81 | 63.78% | 77.3 | 54.32% | +13.02% | +10.68% | -4.32% | -4.86% | 24:23 | 11:50 | 23:25 | 25:03 | 26:30 | 33:09 | 03:05 | 02:17 |
 | Orb of Venom | 81 | 63.78% | 75.0 | 54.32% | +13.02% | +0.68% | -4.32% | -2.54% | 02:21 | -01:29 | 00:52 | 01:54 | 02:50 | 18:08 | 01:58 | 01:27 |
 | Power Treads | 126 | 99.21% | 72.7 | 50.00% | +50.00% | 0.00% | -11.29% | -5.74% | 08:11 | 04:45 | 06:52 | 07:39 | 08:50 | 21:37 | 01:58 | 01:27 |
 | Ring of Health | 120 | 94.49% | 70.5 | 50.00% | +7.14% | +10.00% | -10.00% | -2.38% | 09:34 | 02:17 | 05:12 | 08:28 | 13:37 | 32:17 | 08:25 | 06:14 |
 | Fluffy Hat | 76 | 59.84% | 68.2 | 52.63% | +7.53% | +5.26% | -5.26% | -8.20% | 03:37 | 00:55 | 02:02 | 02:30 | 03:19 | 18:08 | 01:17 | 00:57 |
 | Orb of Corrosion | 76 | 59.84% | 65.9 | 52.63% | +7.53% | +5.26% | -5.26% | -8.65% | 04:30 | 01:44 | 02:58 | 03:30 | 04:11 | 18:08 | 01:13 | 00:54 |
 | Quelling Blade | 127 | 100.00% | 63.6 | 49.61% | +49.61% | +0.39% | -5.86% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:27 | 00:00 | 00:00 |
 | Boots of Speed | 127 | 100.00% | 61.4 | 49.61% | +49.61% | +0.39% | -8.98% | -4.39% | 06:17 | 02:09 | 05:08 | 06:12 | 07:16 | 13:31 | 02:08 | 01:34 |
 | Battle Fury | 118 | 92.91% | 59.1 | 50.00% | +5.56% | +3.33% | -15.52% | -10.57% | 15:21 | 10:46 | 14:29 | 15:21 | 16:16 | 20:02 | 01:47 | 01:19 |
 | Blight Stone | 121 | 95.28% | 56.8 | 49.59% | -0.41% | +0.41% | -9.59% | -6.38% | 03:56 | -01:29 | -01:29 | 01:23 | 03:03 | 29:06 | 04:32 | 03:21 |
 | Void Stone | 119 | 93.70% | 54.5 | 49.58% | -0.42% | -6.25% | -16.25% | -3.19% | 13:02 | 06:36 | 11:21 | 13:02 | 14:29 | 30:43 | 03:08 | 02:19 |
 | Magic Wand | 93 | 73.23% | 52.3 | 50.54% | +3.48% | +1.63% | +1.63% | 0.00% | 08:44 | 01:30 | 03:25 | 05:57 | 15:06 | 27:04 | 11:41 | 08:39 |
 | Magic Stick | 113 | 88.98% | 50.0 | 48.67% | -8.47% | +8.47% | -2.24% | -9.89% | 02:06 | -01:29 | -01:29 | 00:50 | 02:34 | 19:59 | 04:03 | 03:00 |
 | Manta Style | 15 | 11.81% | 47.7 | 66.67% | +19.35% | -16.67% | -16.67% | 0.00% | 24:27 | 17:26 | 21:43 | 23:09 | 25:32 | 34:27 | 03:49 | 02:49 |
 | Linken's Sphere | 16 | 12.60% | 45.5 | 62.50% | +14.75% | +37.50% | -37.50% | 0.00% | 32:28 | 21:21 | 29:21 | 30:48 | 34:55 | 46:27 | 05:34 | 04:07 |
 | Aghanim's Shard | 28 | 22.05% | 43.2 | 53.57% | +5.09% | -25.00% | +17.86% | 4.29% | 32:01 | 21:29 | 25:50 | 30:38 | 35:49 | 48:14 | 09:59 | 07:23 |
 | Nullifier | 3 | 2.36% | 40.9 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 38:51 | 29:32 | 29:32 | 42:18 | 44:44 | 44:44 | 15:12 | 11:15 |
 | Helm of Iron Will | 3 | 2.36% | 38.6 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 38:18 | 28:28 | 28:28 | 41:57 | 44:29 | 44:29 | 16:01 | 11:51 |
 | Monkey King Bar | 7 | 5.51% | 36.4 | 57.14% | +7.97% | -7.14% | -7.14% | 0.00% | 39:20 | 34:24 | 38:26 | 39:41 | 39:57 | 42:56 | 01:31 | 01:07 |
 | Sange and Yasha | 2 | 1.57% | 34.1 | 100.00% | +51.20% | 0.00% | 0.00% | 0.00% | 23:01 | 17:45 | 17:45 | 28:16 | 28:16 | 28:16 | 10:31 | 07:47 |
 | Moon Shard | 2 | 1.57% | 31.8 | 100.00% | +51.20% | 0.00% | 0.00% | 0.00% | 57:37 | 46:25 | 46:25 | 1:08:49 | 1:08:49 | 1:08:49 | 22:24 | 16:35 |
 | Sange | 2 | 1.57% | 29.5 | 100.00% | +51.20% | 0.00% | 0.00% | 0.00% | 22:54 | 17:45 | 17:45 | 28:02 | 28:02 | 28:02 | 10:17 | 07:37 |
 | Javelin | 12 | 9.45% | 27.3 | 41.67% | -8.76% | -8.34% | +25.00% | 0.00% | 26:12 | 08:32 | 09:23 | 33:43 | 38:54 | 39:54 | 29:31 | 21:51 |
 | Echo Sabre | 1 | 0.79% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.79% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:44 | 1:13:44 | 1:13:44 | 1:13:44 | 1:13:44 | 1:13:44 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.79% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:33 | 1:13:33 | 1:13:33 | 1:13:33 | 1:13:33 | 1:13:33 | 00:00 | 00:00 |
 | Crystalys | 2 | 1.57% | 18.2 | 50.00% | +0.40% | -50.00% | 0.00% | 0.00% | 36:13 | 36:05 | 36:05 | 36:21 | 36:21 | 36:21 | 00:16 | 00:11 |
 | Divine Rapier | 4 | 3.15% | 15.9 | 25.00% | -25.41% | -25.00% | +75.00% | 0.00% | 46:10 | 37:44 | 37:44 | 41:39 | 47:37 | 57:41 | 09:53 | 07:19 |
 | Maelstrom | 5 | 3.94% | 13.6 | 20.00% | -30.82% | +80.00% | -20.00% | 0.00% | 13:49 | 11:55 | 11:55 | 13:57 | 14:38 | 14:55 | 02:43 | 02:00 |
 | Wind Lace | 1 | 0.79% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.79% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.79% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:56 | 13:56 | 13:56 | 13:56 | 13:56 | 13:56 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.79% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 00:00 | 00:00 |
 | Wraith Band | 5 | 3.94% | 2.3 | 0.00% | -51.64% | 0.00% | 0.00% | 0.00% | 02:11 | -01:29 | -01:29 | 02:26 | 03:37 | 04:31 | 05:06 | 03:46 |