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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 | |
 | Sange and Yasha | 70 | 70.00% | 100.0 | 61.43% | +34.76% | +10.79% | -14.37% | -3.86% | 22:18 | 13:26 | 18:47 | 21:27 | 25:18 | 36:58 | 06:31 | 04:49 |
 | Sange | 71 | 71.00% | 98.1 | 60.56% | +32.97% | +0.55% | +0.55% | 0.00% | 21:09 | 13:26 | 18:10 | 21:03 | 24:04 | 32:55 | 05:54 | 04:22 |
 | Morbid Mask | 30 | 30.00% | 96.2 | 66.67% | +22.38% | -4.17% | +4.76% | 1.03% | 28:50 | 07:06 | 25:06 | 29:11 | 33:48 | 44:19 | 08:42 | 06:26 |
 | Satanic | 23 | 23.00% | 94.2 | 69.57% | +24.12% | +13.76% | -2.90% | -3.03% | 33:33 | 25:44 | 29:22 | 33:27 | 34:52 | 45:30 | 05:30 | 04:04 |
 | Power Treads | 25 | 25.00% | 92.3 | 68.00% | +22.67% | -1.33% | -1.33% | 0.00% | 06:47 | 03:54 | 05:23 | 06:09 | 07:28 | 13:59 | 02:05 | 01:32 |
 | Skull Basher | 56 | 56.00% | 90.4 | 58.93% | +18.02% | +5.36% | +5.36% | 0.00% | 27:43 | 17:15 | 23:33 | 26:49 | 30:11 | 44:57 | 06:38 | 04:54 |
 | Yasha | 78 | 78.00% | 88.5 | 56.41% | +24.59% | -1.41% | +12.01% | 2.54% | 18:33 | 10:26 | 15:50 | 17:47 | 21:07 | 36:45 | 05:17 | 03:54 |
 | Vanguard | 17 | 17.00% | 86.5 | 70.59% | +23.60% | +4.41% | +4.41% | 0.00% | 37:29 | 28:00 | 31:16 | 36:10 | 40:43 | 50:19 | 09:27 | 07:00 |
 | Ring of Health | 59 | 59.00% | 84.6 | 55.93% | +12.03% | +4.07% | -2.60% | -1.11% | 12:17 | 02:41 | 07:19 | 09:49 | 13:21 | 50:18 | 06:02 | 04:28 |
 | Magic Stick | 93 | 93.00% | 82.7 | 52.69% | +24.12% | +16.88% | -9.21% | -26.09% | 01:10 | -01:29 | -01:29 | -01:19 | 01:58 | 15:26 | 03:27 | 02:33 |
 | Magic Wand | 87 | 87.00% | 80.8 | 52.87% | +14.41% | +6.22% | -2.87% | -1.91% | 06:06 | -00:01 | 02:40 | 04:21 | 07:26 | 25:59 | 04:46 | 03:31 |
 | Eye of Skadi | 14 | 14.00% | 78.8 | 71.43% | +23.76% | +28.57% | -38.10% | -18.02% | 34:57 | 28:06 | 30:58 | 33:11 | 34:40 | 53:35 | 03:42 | 02:44 |
 | Boots of Speed | 100 | 100.00% | 76.9 | 51.00% | +51.00% | -3.00% | +5.00% | 4.29% | 03:20 | 00:17 | 02:06 | 03:22 | 03:58 | 10:42 | 01:52 | 01:22 |
 | Black King Bar | 83 | 83.00% | 75.0 | 51.81% | +4.75% | +10.09% | -4.19% | -3.48% | 22:34 | 16:55 | 20:15 | 22:40 | 24:21 | 36:44 | 04:06 | 03:02 |
 | Quelling Blade | 99 | 99.00% | 73.1 | 50.51% | -49.49% | +1.49% | +1.49% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 03:40 | 00:00 | 00:00 |
 | Battle Fury | 53 | 53.00% | 71.2 | 52.83% | +3.89% | +1.02% | +1.02% | 0.00% | 13:53 | 09:24 | 12:47 | 14:04 | 14:38 | 18:33 | 01:51 | 01:22 |
 | Void Stone | 53 | 53.00% | 69.2 | 52.83% | +3.89% | +1.02% | +8.71% | 1.77% | 10:31 | 03:40 | 08:17 | 10:12 | 12:38 | 18:25 | 04:21 | 03:13 |
 | Abyssal Blade | 15 | 15.00% | 67.3 | 66.67% | +18.43% | +8.33% | +8.33% | 0.00% | 37:26 | 28:13 | 31:53 | 36:48 | 39:04 | 49:51 | 07:11 | 05:19 |
 | Wraith Band | 47 | 47.00% | 65.4 | 53.19% | +4.13% | +13.48% | -11.52% | -14.56% | 03:25 | -00:05 | 01:54 | 02:40 | 03:37 | 16:48 | 01:43 | 01:16 |
 | Phase Boots | 75 | 75.00% | 63.5 | 45.33% | -22.67% | -19.01% | +2.04% | 12.89% | 07:03 | 03:49 | 05:54 | 06:44 | 07:32 | 15:46 | 01:38 | 01:12 |
 | Chainmail | 75 | 75.00% | 61.5 | 45.33% | -22.67% | -3.22% | -13.75% | -5.27% | 05:57 | 01:50 | 04:30 | 05:51 | 06:30 | 15:21 | 02:00 | 01:28 |
 | Javelin | 45 | 45.00% | 59.6 | 46.67% | -7.88% | +7.88% | +7.88% | 0.00% | 17:17 | 03:20 | 08:29 | 10:14 | 28:04 | 41:40 | 19:35 | 14:30 |
 | Wind Lace | 23 | 23.00% | 57.7 | 52.17% | +1.52% | -2.17% | -18.84% | -10.21% | 13:34 | 07:21 | 12:41 | 13:21 | 14:19 | 19:26 | 01:38 | 01:12 |
 | Aghanim's Scepter | 9 | 9.00% | 55.8 | 66.67% | +17.22% | +33.33% | -16.67% | 0.00% | 29:06 | 14:30 | 15:54 | 27:11 | 30:14 | 51:10 | 14:20 | 10:37 |
 | Diffusal Blade | 9 | 9.00% | 53.8 | 66.67% | +17.22% | -16.67% | +33.33% | 0.00% | 14:17 | 12:27 | 13:03 | 13:35 | 14:48 | 17:30 | 01:45 | 01:17 |
 | Monkey King Bar | 21 | 21.00% | 51.9 | 52.38% | +1.75% | +27.62% | -32.38% | -9.78% | 32:16 | 19:39 | 29:27 | 31:37 | 35:35 | 41:40 | 06:08 | 04:32 |
 | Nullifier | 3 | 3.00% | 50.0 | 100.00% | +50.52% | 0.00% | 0.00% | 0.00% | 37:23 | 33:15 | 33:15 | 35:11 | 43:42 | 43:42 | 10:27 | 07:44 |
 | Helm of Iron Will | 3 | 3.00% | 48.1 | 100.00% | +50.52% | 0.00% | 0.00% | 0.00% | 35:55 | 33:11 | 33:11 | 33:38 | 40:55 | 40:55 | 07:44 | 05:43 |
 | Maelstrom | 26 | 26.00% | 46.2 | 38.46% | -16.95% | -9.89% | -5.13% | 3.48% | 12:14 | 09:50 | 11:35 | 12:02 | 12:57 | 14:41 | 01:22 | 01:00 |
 | Orb of Venom | 5 | 5.00% | 44.2 | 60.00% | +9.47% | +40.00% | -60.00% | 0.00% | 00:57 | -01:29 | -01:29 | -01:29 | 02:27 | 06:47 | 03:56 | 02:54 |
 | Blink Dagger | 5 | 5.00% | 42.3 | 60.00% | +9.47% | +40.00% | -60.00% | 0.00% | 31:30 | 24:57 | 24:57 | 28:39 | 33:45 | 43:06 | 08:48 | 06:31 |
 | Aghanim's Blessing | 3 | 3.00% | 40.4 | 66.67% | +16.15% | +33.33% | 0.00% | 0.00% | 46:03 | 40:31 | 40:31 | 46:29 | 51:10 | 51:10 | 10:39 | 07:53 |
 | Mjollnir | 1 | 1.00% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.00% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.00% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.00% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 1.00% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.00% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.00% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 00:00 | 00:00 |
 | Radiance | 1 | 1.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.00% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 2.00% | 21.2 | 50.00% | -1.02% | +50.00% | 0.00% | 0.00% | 05:19 | 03:51 | 03:51 | 06:47 | 06:47 | 06:47 | 02:56 | 02:10 |
 | Swift Blink | 2 | 2.00% | 19.2 | 50.00% | -1.02% | +50.00% | 0.00% | 0.00% | 41:33 | 39:59 | 39:59 | 43:06 | 43:06 | 43:06 | 03:07 | 02:18 |
 | Blight Stone | 2 | 2.00% | 17.3 | 50.00% | -1.02% | +50.00% | 0.00% | 0.00% | 02:39 | -01:29 | -01:29 | 06:47 | 06:47 | 06:47 | 08:16 | 06:07 |
 | Manta Style | 3 | 3.00% | 15.4 | 33.33% | -18.22% | -33.33% | 0.00% | 0.00% | 20:09 | 16:36 | 16:36 | 16:43 | 27:08 | 27:08 | 10:32 | 07:48 |
 | Bottle | 3 | 3.00% | 13.5 | 0.00% | -52.58% | 0.00% | 0.00% | 0.00% | 01:49 | 01:13 | 01:13 | 02:05 | 02:08 | 02:08 | 00:55 | 00:40 |
 | Ring of Basilius | 1 | 1.00% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:14 | 03:14 | 03:14 | 03:14 | 03:14 | 03:14 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.00% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.00% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:11 | 55:11 | 55:11 | 55:11 | 55:11 | 55:11 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.00% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.00% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 2.00% | 1.9 | 0.00% | -52.04% | 0.00% | 0.00% | 0.00% | 32:28 | 28:25 | 28:25 | 36:31 | 36:31 | 36:31 | 08:06 | 06:00 |