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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 | |
 | Eye of Skadi | 20 | 34.48% | 100.0 | 55.00% | +23.42% | +25.00% | -35.00% | -12.68% | 32:21 | 20:19 | 29:13 | 32:52 | 33:57 | 41:18 | 04:44 | 03:30 |
 | Maelstrom | 48 | 82.76% | 98.0 | 45.83% | +35.83% | +20.84% | -12.50% | -15.51% | 16:03 | 11:23 | 14:37 | 15:39 | 16:46 | 28:58 | 02:09 | 01:35 |
 | Javelin | 50 | 86.21% | 95.9 | 44.00% | +31.50% | +2.15% | -19.00% | -9.61% | 13:12 | 06:34 | 11:31 | 12:27 | 13:43 | 28:18 | 02:12 | 01:37 |
 | Mjollnir | 21 | 36.21% | 93.9 | 52.38% | +19.95% | +27.62% | +27.62% | 0.00% | 28:10 | 19:14 | 25:03 | 27:17 | 32:20 | 44:58 | 07:17 | 05:23 |
 | Power Treads | 57 | 98.28% | 91.8 | 40.35% | +40.35% | +16.79% | -11.78% | -16.17% | 06:51 | 04:42 | 05:33 | 06:18 | 07:19 | 13:28 | 01:46 | 01:18 |
 | Quelling Blade | 57 | 98.28% | 89.8 | 40.35% | +40.35% | +9.65% | -18.92% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:07 | 00:00 | 00:00 |
 | Black King Bar | 48 | 82.76% | 87.8 | 41.67% | +11.67% | 0.00% | -16.67% | -6.10% | 23:10 | 18:31 | 21:31 | 22:48 | 24:15 | 32:12 | 02:44 | 02:01 |
 | Boots of Speed | 58 | 100.00% | 85.7 | 39.66% | +39.66% | +0.34% | -3.95% | -2.26% | 05:36 | 01:58 | 04:06 | 05:03 | 06:00 | 23:59 | 01:54 | 01:24 |
 | Magic Stick | 53 | 91.38% | 83.7 | 39.62% | -0.38% | +14.23% | -1.16% | -15.39% | 00:46 | -01:30 | -01:29 | -01:29 | 00:58 | 16:12 | 02:27 | 01:48 |
 | Satanic | 8 | 13.79% | 81.6 | 62.50% | +26.50% | +37.50% | -12.50% | -8.43% | 36:30 | 29:26 | 31:15 | 35:32 | 37:11 | 47:39 | 05:56 | 04:23 |
 | Magic Wand | 47 | 81.03% | 79.6 | 38.30% | -7.15% | -4.97% | +20.03% | 3.09% | 07:48 | 00:20 | 03:14 | 05:34 | 11:19 | 24:47 | 08:05 | 05:59 |
 | Morbid Mask | 45 | 77.59% | 77.6 | 37.78% | -8.37% | -1.42% | -19.60% | -7.18% | 10:44 | 02:57 | 06:53 | 08:18 | 09:25 | 39:41 | 02:32 | 01:52 |
 | Yasha | 17 | 29.31% | 75.5 | 47.06% | +10.47% | +27.94% | -22.06% | -4.75% | 20:27 | 12:41 | 15:07 | 18:28 | 25:39 | 33:12 | 10:32 | 07:48 |
 | Mask of Madness | 43 | 74.14% | 73.5 | 34.88% | -18.45% | +19.67% | -25.79% | -20.06% | 12:28 | 06:23 | 09:49 | 10:49 | 12:05 | 40:43 | 02:16 | 01:40 |
 | Sange and Yasha | 7 | 12.07% | 71.4 | 57.14% | +19.89% | +42.86% | -7.14% | -5.23% | 26:24 | 17:56 | 18:47 | 27:40 | 28:21 | 33:12 | 09:34 | 07:05 |
 | Void Stone | 17 | 29.31% | 69.4 | 41.18% | +2.16% | -41.18% | +8.82% | 3.55% | 33:09 | 09:51 | 25:27 | 37:31 | 39:31 | 57:55 | 14:04 | 10:25 |
 | Ring of Health | 18 | 31.03% | 67.3 | 38.89% | -1.11% | -38.89% | +11.11% | 2.57% | 30:52 | 03:22 | 20:02 | 33:45 | 39:31 | 57:55 | 19:29 | 14:25 |
 | Sange | 11 | 18.97% | 65.3 | 45.45% | +7.15% | -12.12% | -12.12% | 0.00% | 23:53 | 15:30 | 17:33 | 27:05 | 27:40 | 31:15 | 10:07 | 07:29 |
 | Manta Style | 8 | 13.79% | 63.3 | 50.00% | +12.00% | +50.00% | 0.00% | -5.85% | 23:16 | 17:29 | 17:46 | 22:40 | 26:19 | 31:07 | 08:33 | 06:20 |
 | Fluffy Hat | 5 | 8.62% | 61.2 | 60.00% | +22.26% | -60.00% | -60.00% | 0.00% | 09:22 | 04:51 | 04:51 | 06:41 | 07:56 | 20:48 | 03:05 | 02:17 |
 | Linken's Sphere | 5 | 8.62% | 59.2 | 60.00% | +22.26% | -60.00% | +40.00% | 0.00% | 30:28 | 26:02 | 26:02 | 28:16 | 32:35 | 38:10 | 06:33 | 04:51 |
 | Orb of Venom | 5 | 8.62% | 57.1 | 60.00% | +22.26% | +40.00% | +40.00% | 0.00% | 03:21 | 00:55 | 00:55 | 02:54 | 04:22 | 06:38 | 03:27 | 02:33 |
 | Aghanim's Shard | 20 | 34.48% | 55.1 | 35.00% | -7.11% | +65.00% | -15.00% | -13.91% | 31:29 | 24:23 | 27:31 | 30:29 | 33:16 | 43:28 | 05:45 | 04:15 |
 | Refresher Orb | 10 | 17.24% | 53.1 | 40.00% | +0.42% | +26.67% | +10.00% | -6.67% | 41:29 | 33:57 | 39:09 | 40:01 | 41:39 | 57:55 | 02:30 | 01:51 |
 | Blight Stone | 3 | 5.17% | 51.0 | 66.67% | +28.49% | -66.67% | 0.00% | 0.00% | 05:55 | 03:33 | 03:33 | 06:38 | 07:35 | 07:35 | 04:02 | 02:59 |
 | Orb of Corrosion | 3 | 5.17% | 49.0 | 66.67% | +28.49% | -66.67% | 0.00% | 0.00% | 06:56 | 05:26 | 05:26 | 06:42 | 08:39 | 08:39 | 03:13 | 02:22 |
 | Butterfly | 4 | 6.90% | 46.9 | 50.00% | +11.11% | +50.00% | -50.00% | 0.00% | 43:42 | 28:23 | 28:23 | 30:02 | 44:14 | 1:12:10 | 15:51 | 11:44 |
 | Diffusal Blade | 1 | 1.72% | 44.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.72% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:14 | 09:14 | 09:14 | 09:14 | 09:14 | 09:14 | 00:00 | 00:00 |
 | Wind Lace | 1 | 1.72% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 00:00 | 00:00 |
 | Monkey King Bar | 6 | 10.34% | 38.8 | 33.33% | -7.05% | -33.33% | +66.67% | 21.90% | 30:22 | 26:36 | 27:32 | 28:26 | 32:06 | 38:33 | 04:34 | 03:22 |
 | Nullifier | 2 | 3.45% | 36.7 | 50.00% | +10.71% | +50.00% | 0.00% | 0.00% | 48:35 | 48:28 | 48:28 | 48:41 | 48:41 | 48:41 | 00:13 | 00:09 |
 | Silver Edge | 2 | 3.45% | 34.7 | 50.00% | +10.71% | +50.00% | 0.00% | 0.00% | 35:03 | 34:12 | 34:12 | 35:54 | 35:54 | 35:54 | 01:42 | 01:15 |
 | Crystalys | 2 | 3.45% | 32.7 | 50.00% | +10.71% | -50.00% | 0.00% | 0.00% | 33:10 | 32:28 | 32:28 | 33:52 | 33:52 | 33:52 | 01:24 | 01:02 |
 | Shadow Blade | 2 | 3.45% | 30.6 | 50.00% | +10.71% | +50.00% | 0.00% | 0.00% | 33:58 | 32:47 | 32:47 | 35:09 | 35:09 | 35:09 | 02:22 | 01:45 |
 | Helm of Iron Will | 3 | 5.17% | 28.6 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 45:23 | 40:18 | 40:18 | 47:35 | 48:17 | 48:17 | 07:59 | 05:54 |
 | Wraith Band | 3 | 5.17% | 26.5 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 02:18 | 01:44 | 01:44 | 02:16 | 02:53 | 02:53 | 01:09 | 00:51 |
 | Hand of Midas | 3 | 5.17% | 24.5 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 12:04 | 10:46 | 10:46 | 10:48 | 14:37 | 14:37 | 03:51 | 02:51 |
 | Heaven's Halberd | 4 | 6.90% | 22.4 | 25.00% | -15.74% | -25.00% | -25.00% | 0.00% | 25:40 | 18:19 | 18:19 | 26:55 | 28:33 | 28:52 | 10:14 | 07:34 |
 | Meteor Hammer | 1 | 1.72% | 20.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 00:00 | 00:00 |
 | Battle Fury | 1 | 1.72% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.72% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.72% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:30 | 11:30 | 11:30 | 11:30 | 11:30 | 11:30 | 00:00 | 00:00 |
 | Assault Cuirass | 2 | 3.45% | 12.2 | 0.00% | -41.07% | 0.00% | 0.00% | 0.00% | 40:19 | 38:40 | 38:40 | 41:57 | 41:57 | 41:57 | 03:17 | 02:25 |
 | Moon Shard | 1 | 1.72% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 00:00 | 00:00 |
 | Buckler | 2 | 3.45% | 8.2 | 0.00% | -41.07% | 0.00% | 0.00% | 0.00% | 39:19 | 38:27 | 38:27 | 40:11 | 40:11 | 40:11 | 01:44 | 01:17 |
 | Crown | 1 | 1.72% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:48 | 09:48 | 09:48 | 09:48 | 09:48 | 09:48 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 3.45% | 4.1 | 0.00% | -41.07% | 0.00% | 0.00% | 0.00% | 39:19 | 38:27 | 38:27 | 40:11 | 40:11 | 40:11 | 01:44 | 01:17 |
 | Blink Dagger | 1 | 1.72% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |