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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 | |
 | Quelling Blade | 84 | 98.82% | 100.0 | 54.76% | +54.76% | +7.14% | +7.14% | 0.00% | 03:34 | -01:26 | 01:24 | 02:39 | 04:37 | 20:32 | 03:13 | 02:22 |
 | Boots of Speed | 85 | 100.00% | 97.7 | 54.12% | +54.12% | +26.83% | -20.79% | -20.86% | 03:56 | -01:26 | 02:43 | 03:21 | 05:00 | 11:08 | 02:17 | 01:41 |
 | Stout Shield | 85 | 100.00% | 95.5 | 54.12% | +54.12% | +3.02% | +7.78% | 4.76% | -01:10 | -01:30 | -01:27 | -01:26 | -01:22 | 05:52 | 00:05 | 00:03 |
 | Power Treads | 85 | 100.00% | 93.2 | 54.12% | +54.12% | +17.31% | -16.02% | -6.94% | 09:11 | 03:27 | 06:35 | 08:54 | 11:23 | 22:39 | 04:48 | 03:33 |
 | Shadow Blade | 12 | 14.12% | 90.9 | 75.00% | +24.32% | +25.00% | +25.00% | 0.00% | 21:57 | 14:52 | 17:58 | 19:36 | 21:41 | 37:10 | 03:43 | 02:45 |
 | Ring of Basilius | 59 | 69.41% | 88.6 | 55.93% | +5.93% | +24.07% | -15.93% | -6.86% | 12:52 | 03:54 | 08:48 | 12:28 | 14:38 | 45:12 | 05:50 | 04:19 |
 | Yasha | 27 | 31.76% | 86.4 | 62.96% | +12.96% | -20.10% | +8.47% | 2.59% | 26:30 | 14:43 | 19:46 | 26:02 | 30:48 | 45:21 | 11:02 | 08:10 |
 | Morbid Mask | 53 | 62.35% | 84.1 | 56.60% | +6.60% | +20.32% | -25.83% | -7.36% | 15:13 | 05:43 | 11:28 | 13:46 | 17:44 | 45:12 | 06:16 | 04:38 |
 | Ring of Protection | 66 | 77.65% | 81.8 | 53.03% | -4.86% | -11.85% | +9.47% | 2.63% | 08:36 | -01:29 | 04:15 | 08:42 | 12:21 | 45:12 | 08:06 | 06:00 |
 | Headdress | 49 | 57.65% | 79.5 | 55.10% | +2.32% | +28.23% | -21.77% | -6.94% | 13:58 | 05:19 | 09:10 | 13:15 | 16:22 | 45:12 | 07:12 | 05:20 |
 | Poor Man's Shield | 54 | 63.53% | 77.3 | 53.70% | -1.14% | +24.87% | -22.93% | -28.68% | 02:12 | -01:27 | 01:10 | 01:55 | 02:50 | 09:15 | 01:40 | 01:14 |
 | Silver Edge | 4 | 4.71% | 75.0 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 31:56 | 20:37 | 20:37 | 23:55 | 39:33 | 43:38 | 18:56 | 14:01 |
 | Vladmir's Offering | 48 | 56.47% | 72.7 | 54.17% | +0.12% | +29.16% | -20.84% | -9.97% | 17:04 | 08:42 | 13:44 | 15:45 | 18:45 | 45:12 | 05:01 | 03:42 |
 | Ring of Health | 25 | 29.41% | 70.5 | 60.00% | +8.33% | -10.00% | +6.67% | 2.60% | 14:04 | 03:49 | 05:22 | 08:20 | 11:47 | 53:15 | 06:25 | 04:45 |
 | Void Stone | 13 | 15.29% | 68.2 | 69.23% | +17.84% | -2.56% | -2.56% | 0.00% | 27:54 | 08:10 | 09:32 | 25:36 | 39:23 | 53:15 | 29:51 | 22:06 |
 | Blink Dagger | 54 | 63.53% | 65.9 | 51.85% | -6.21% | +12.44% | -13.39% | -3.18% | 23:54 | 13:12 | 18:25 | 22:28 | 26:32 | 50:24 | 08:07 | 06:00 |
 | Black King Bar | 31 | 36.47% | 63.6 | 54.84% | +1.14% | +20.16% | -17.34% | -5.02% | 32:30 | 18:01 | 27:48 | 31:48 | 35:16 | 1:06:13 | 07:28 | 05:31 |
 | Linken's Sphere | 6 | 7.06% | 61.4 | 83.33% | +31.43% | +16.67% | +16.67% | 0.00% | 28:24 | 15:28 | 18:38 | 19:12 | 40:25 | 45:37 | 21:47 | 16:08 |
 | Manta Style | 16 | 18.82% | 59.1 | 62.50% | +10.33% | -12.50% | +12.50% | 1.39% | 34:05 | 20:04 | 24:07 | 30:05 | 42:10 | 48:44 | 18:03 | 13:22 |
 | Wraith Band | 12 | 14.12% | 56.8 | 66.67% | +14.62% | 0.00% | -33.34% | 0.00% | 09:03 | 04:18 | 07:35 | 08:39 | 10:53 | 11:38 | 03:18 | 02:26 |
 | Ring of Aquila | 12 | 14.12% | 54.5 | 66.67% | +14.62% | 0.00% | -33.34% | 0.00% | 09:41 | 05:01 | 08:01 | 09:53 | 11:08 | 12:14 | 03:07 | 02:18 |
 | Diffusal Blade | 28 | 32.94% | 52.3 | 53.57% | -0.82% | +17.86% | +3.57% | -1.60% | 27:42 | 15:26 | 21:38 | 27:10 | 30:34 | 46:43 | 08:56 | 06:37 |
 | Magic Stick | 36 | 42.35% | 50.0 | 47.22% | -11.96% | +8.34% | -13.89% | -3.74% | 06:58 | 00:39 | 03:10 | 08:04 | 09:07 | 13:14 | 05:57 | 04:24 |
 | Aghanim's Scepter | 7 | 8.24% | 47.7 | 71.43% | +18.87% | -21.43% | -21.43% | 0.00% | 37:31 | 23:36 | 32:09 | 35:16 | 40:55 | 51:46 | 08:46 | 06:29 |
 | Maelstrom | 7 | 8.24% | 45.5 | 71.43% | +18.87% | -21.43% | +28.57% | 0.00% | 25:38 | 11:54 | 17:56 | 21:33 | 24:14 | 51:01 | 06:18 | 04:40 |
 | Magic Wand | 24 | 28.24% | 43.2 | 50.00% | -5.74% | 0.00% | 0.00% | 0.00% | 11:30 | 06:11 | 08:33 | 09:58 | 13:11 | 28:35 | 04:38 | 03:25 |
 | Assault Cuirass | 5 | 5.88% | 40.9 | 80.00% | +27.50% | +20.00% | +20.00% | 0.00% | 42:31 | 28:04 | 28:04 | 39:05 | 55:31 | 55:58 | 27:27 | 20:20 |
 | Chainmail | 6 | 7.06% | 38.6 | 66.67% | +13.51% | -16.67% | -66.67% | 0.00% | 38:59 | 26:34 | 27:02 | 33:28 | 52:59 | 55:28 | 25:57 | 19:13 |
 | Orb of Venom | 6 | 7.06% | 36.4 | 66.67% | +13.51% | +33.33% | +33.33% | 0.00% | 02:41 | 00:17 | 01:13 | 02:36 | 03:14 | 05:38 | 02:01 | 01:29 |
 | Vanguard | 13 | 15.29% | 34.1 | 46.15% | -9.41% | -12.82% | +20.52% | 8.03% | 11:54 | 07:44 | 09:07 | 10:05 | 13:16 | 19:42 | 04:09 | 03:04 |
 | Moon Shard | 2 | 2.35% | 31.8 | 100.00% | +46.99% | 0.00% | 0.00% | 0.00% | 1:03:58 | 60:48 | 60:48 | 1:07:07 | 1:07:07 | 1:07:07 | 06:19 | 04:40 |
 | Iron Talon | 22 | 25.88% | 29.5 | 36.36% | -23.96% | +13.64% | -36.36% | -11.45% | 04:54 | -01:26 | 02:55 | 05:24 | 07:17 | 11:29 | 04:22 | 03:14 |
 | Hand of Midas | 13 | 15.29% | 27.3 | 38.46% | -18.48% | -5.13% | +28.21% | 5.14% | 17:25 | 08:58 | 12:32 | 16:55 | 19:01 | 28:49 | 06:29 | 04:48 |
 | Refresher Orb | 4 | 4.71% | 25.0 | 50.00% | -4.32% | -50.00% | -50.00% | 0.00% | 50:32 | 45:22 | 45:22 | 51:01 | 52:30 | 53:15 | 07:08 | 05:17 |
 | Crystalys | 1 | 1.18% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.18% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:29 | 55:29 | 55:29 | 55:29 | 55:29 | 55:29 | 00:00 | 00:00 |
 | Radiance | 1 | 1.18% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.18% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:54 | 57:54 | 57:54 | 57:54 | 57:54 | 57:54 | 00:00 | 00:00 |
 | Wind Lace | 1 | 1.18% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 00:00 | 00:00 |
 | Echo Sabre | 5 | 5.88% | 11.4 | 40.00% | -15.00% | -40.00% | -40.00% | 0.00% | 16:16 | 12:46 | 12:46 | 16:17 | 17:44 | 19:36 | 04:58 | 03:40 |
 | Battle Fury | 2 | 2.35% | 9.1 | 50.00% | -4.22% | +50.00% | 0.00% | 0.00% | 14:53 | 14:50 | 14:50 | 14:55 | 14:55 | 14:55 | 00:05 | 00:03 |
 | Butterfly | 2 | 2.35% | 6.8 | 50.00% | -4.22% | -50.00% | 0.00% | 0.00% | 42:28 | 37:34 | 37:34 | 47:21 | 47:21 | 47:21 | 09:47 | 07:14 |
 | Mjollnir | 1 | 1.18% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.18% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:25 | 56:25 | 56:25 | 56:25 | 56:25 | 56:25 | 00:00 | 00:00 |