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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 | |
 | Chainmail | 25 | 67.57% | 100.0 | 60.00% | +26.67% | -43.33% | +6.67% | 7.30% | 12:30 | 02:36 | 06:12 | 09:19 | 13:03 | 31:24 | 06:51 | 05:04 |
 | Magic Wand | 28 | 75.68% | 97.9 | 57.14% | +23.81% | +28.57% | -28.57% | -11.95% | 08:48 | -01:29 | 05:47 | 08:39 | 10:34 | 29:49 | 04:47 | 03:32 |
 | Phase Boots | 22 | 59.46% | 95.7 | 59.09% | +19.09% | -25.76% | +20.91% | 7.24% | 12:56 | 05:12 | 07:26 | 09:37 | 13:53 | 31:44 | 06:27 | 04:46 |
 | Blight Stone | 8 | 21.62% | 93.6 | 75.00% | +30.17% | -25.00% | +25.00% | 3.78% | 19:44 | -01:29 | 12:23 | 18:51 | 25:37 | 34:48 | 13:14 | 09:48 |
 | Magic Stick | 34 | 91.89% | 91.5 | 52.94% | +19.61% | -8.50% | +9.56% | 7.74% | 02:22 | -01:30 | -01:29 | -01:28 | 03:49 | 28:59 | 05:18 | 03:55 |
 | Boots of Speed | 37 | 100.00% | 89.4 | 51.35% | +51.35% | +15.32% | +4.21% | -2.59% | 04:59 | -01:29 | 03:05 | 04:35 | 07:22 | 09:48 | 04:17 | 03:10 |
 | Black King Bar | 31 | 83.78% | 87.2 | 51.61% | +1.61% | -14.11% | +23.39% | 11.25% | 22:01 | 14:41 | 19:24 | 20:29 | 22:44 | 40:39 | 03:20 | 02:28 |
 | Crown | 3 | 8.11% | 85.1 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 17:34 | 13:11 | 13:11 | 16:38 | 22:52 | 22:52 | 09:41 | 07:10 |
 | Solar Crest | 3 | 8.11% | 83.0 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 21:32 | 15:32 | 15:32 | 20:05 | 29:00 | 29:00 | 13:28 | 09:58 |
 | Wind Lace | 17 | 45.95% | 80.9 | 52.94% | +2.94% | -2.94% | -2.94% | 0.00% | 13:42 | -01:29 | 02:25 | 15:19 | 19:30 | 31:17 | 17:05 | 12:39 |
 | Orb of Venom | 6 | 16.22% | 78.7 | 66.67% | +18.28% | +33.33% | +33.33% | 0.00% | -00:06 | -01:29 | -01:29 | -01:29 | 02:05 | 03:15 | 03:34 | 02:38 |
 | Helm of Iron Will | 9 | 24.32% | 76.6 | 55.56% | +5.56% | -55.56% | +44.44% | 35.09% | 11:33 | 03:21 | 04:31 | 06:07 | 07:22 | 39:46 | 02:51 | 02:06 |
 | Medallion of Courage | 4 | 10.81% | 74.5 | 75.00% | +26.52% | +25.00% | -75.00% | 0.00% | 18:55 | 12:52 | 12:52 | 15:33 | 21:39 | 25:37 | 08:47 | 06:30 |
 | Blink Dagger | 15 | 40.54% | 72.3 | 46.67% | -7.88% | +28.33% | +3.33% | -2.80% | 28:29 | 22:19 | 23:31 | 27:14 | 32:27 | 36:51 | 08:56 | 06:37 |
 | Nullifier | 2 | 5.41% | 70.2 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 28:06 | 27:34 | 27:34 | 28:38 | 28:38 | 28:38 | 01:04 | 00:47 |
 | Boots of Bearing | 2 | 5.41% | 68.1 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 40:37 | 28:05 | 28:05 | 53:09 | 53:09 | 53:09 | 25:04 | 18:34 |
 | Quelling Blade | 23 | 62.16% | 66.0 | 39.13% | -32.30% | +10.87% | -5.80% | 0.00% | -00:16 | -01:30 | -01:29 | -01:29 | -01:29 | 26:35 | 00:00 | 00:00 |
 | Ring of Health | 13 | 35.14% | 63.8 | 46.15% | -8.02% | -12.82% | +20.52% | 6.35% | 18:23 | 02:26 | 11:42 | 14:23 | 16:57 | 43:46 | 05:15 | 03:53 |
 | Battle Fury | 11 | 29.73% | 61.7 | 45.45% | -8.40% | +54.55% | -12.12% | -47.62% | 16:33 | 12:45 | 14:13 | 15:13 | 15:37 | 32:30 | 01:24 | 01:02 |
 | Skull Basher | 19 | 51.35% | 59.6 | 36.84% | -29.83% | -36.84% | +23.16% | 12.37% | 28:40 | 18:26 | 25:50 | 27:37 | 30:41 | 38:44 | 04:51 | 03:35 |
 | Bracer | 8 | 21.62% | 57.4 | 50.00% | -1.72% | 0.00% | 0.00% | 0.00% | 06:19 | 01:31 | 01:37 | 02:12 | 08:42 | 16:59 | 07:05 | 05:14 |
 | Armlet of Mordiggian | 5 | 13.51% | 55.3 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 10:41 | 07:23 | 07:23 | 10:55 | 12:03 | 12:17 | 04:40 | 03:27 |
 | Wraith Band | 5 | 13.51% | 53.2 | 60.00% | +10.00% | -60.00% | +40.00% | 100.00% | 04:33 | 01:27 | 01:27 | 01:52 | 02:25 | 15:14 | 00:58 | 00:42 |
 | Void Stone | 12 | 32.43% | 51.1 | 41.67% | -14.33% | -8.34% | -8.34% | 0.00% | 15:46 | 07:50 | 11:42 | 14:36 | 15:30 | 30:24 | 03:48 | 02:48 |
 | Orb of Corrosion | 3 | 8.11% | 48.9 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 21:10 | 02:52 | 02:52 | 25:38 | 34:59 | 34:59 | 32:07 | 23:47 |
 | Drum of Endurance | 3 | 8.11% | 46.8 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 17:56 | 15:43 | 15:43 | 17:37 | 20:28 | 20:28 | 04:45 | 03:31 |
 | Power Treads | 7 | 18.92% | 44.7 | 42.86% | -10.47% | +7.14% | +57.14% | 50.00% | 05:37 | 04:22 | 04:50 | 05:21 | 05:37 | 07:25 | 00:47 | 00:34 |
 | Crystalys | 8 | 21.62% | 42.6 | 37.50% | -17.67% | -37.50% | +12.50% | 4.67% | 32:21 | 24:49 | 26:59 | 29:08 | 37:41 | 41:10 | 10:42 | 07:55 |
 | Fluffy Hat | 4 | 10.81% | 40.4 | 50.00% | -1.52% | -50.00% | -50.00% | 0.00% | 29:40 | 02:05 | 02:05 | 25:08 | 34:48 | 56:37 | 32:43 | 24:14 |
 | Boots of Travel | 1 | 2.70% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.70% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.70% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.70% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:49 | 15:49 | 15:49 | 15:49 | 15:49 | 15:49 | 00:00 | 00:00 |
 | Sange | 1 | 2.70% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.70% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 00:00 | 00:00 |
 | Daedalus | 2 | 5.41% | 25.5 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 36:30 | 35:20 | 35:20 | 37:40 | 37:40 | 37:40 | 02:20 | 01:43 |
 | Refresher Orb | 2 | 5.41% | 23.4 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 47:12 | 42:21 | 42:21 | 52:02 | 52:02 | 52:02 | 09:41 | 07:10 |
 | Tranquil Boots | 2 | 5.41% | 21.3 | 50.00% | -1.43% | -50.00% | 0.00% | 0.00% | 19:03 | 18:59 | 18:59 | 19:06 | 19:06 | 19:06 | 00:07 | 00:05 |
 | Overwhelming Blink | 2 | 5.41% | 19.1 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 41:46 | 37:25 | 37:25 | 46:06 | 46:06 | 46:06 | 08:41 | 06:25 |
 | Javelin | 2 | 5.41% | 17.0 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 24:55 | 15:28 | 15:28 | 34:22 | 34:22 | 34:22 | 18:54 | 14:00 |
 | Abyssal Blade | 4 | 10.81% | 14.9 | 25.00% | -29.55% | -25.00% | -25.00% | 0.00% | 45:28 | 42:11 | 42:11 | 42:54 | 43:59 | 52:47 | 01:48 | 01:20 |
 | Vanguard | 4 | 10.81% | 12.8 | 25.00% | -29.55% | -25.00% | -25.00% | 0.00% | 45:18 | 42:02 | 42:02 | 42:51 | 43:46 | 52:33 | 01:44 | 01:17 |
 | Aghanim's Shard | 2 | 5.41% | 10.6 | 0.00% | -54.29% | 0.00% | 0.00% | 0.00% | 29:30 | 28:51 | 28:51 | 30:08 | 30:08 | 30:08 | 01:17 | 00:57 |
 | Monkey King Bar | 1 | 2.70% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.70% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.70% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.70% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:37 | 56:37 | 56:37 | 56:37 | 56:37 | 56:37 | 00:00 | 00:00 |