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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 | 9 | 21.95% | 100.0 | 88.89% | +57.64% | +11.11% | +11.11% | 0.00% | 36:25 | 27:16 | 30:03 | 34:59 | 38:31 | 54:43 | 08:28 | 06:16 |
 | Fluffy Hat | 8 | 19.51% | 97.3 | 75.00% | +38.64% | +25.00% | -25.00% | 0.00% | 06:11 | 02:44 | 02:48 | 03:38 | 07:26 | 12:49 | 04:38 | 03:25 |
 | Abyssal Blade | 8 | 19.51% | 94.6 | 75.00% | +38.64% | +25.00% | -25.00% | 0.00% | 33:44 | 27:18 | 29:15 | 32:32 | 35:41 | 42:39 | 06:26 | 04:45 |
 | Vanguard | 8 | 19.51% | 91.9 | 75.00% | +38.64% | +25.00% | -25.00% | 0.00% | 33:30 | 27:13 | 28:10 | 32:25 | 35:39 | 42:24 | 07:29 | 05:32 |
 | Blight Stone | 8 | 19.51% | 89.2 | 75.00% | +38.64% | +25.00% | -25.00% | 0.00% | 05:43 | 01:52 | 01:55 | 03:00 | 07:26 | 12:49 | 05:31 | 04:05 |
 | Orb of Corrosion | 8 | 19.51% | 86.5 | 75.00% | +38.64% | +25.00% | -25.00% | 0.00% | 06:49 | 03:24 | 03:38 | 04:20 | 08:00 | 13:21 | 04:22 | 03:14 |
 | Skull Basher | 23 | 56.10% | 83.8 | 56.52% | +28.74% | +26.81% | -23.19% | -9.09% | 27:13 | 16:54 | 25:08 | 27:22 | 30:38 | 35:45 | 05:30 | 04:04 |
 | Blink Dagger | 33 | 80.49% | 81.1 | 51.52% | +39.02% | -1.52% | -14.02% | -1.90% | 19:02 | 12:19 | 15:51 | 17:38 | 22:26 | 30:05 | 06:35 | 04:52 |
 | Morbid Mask | 31 | 75.61% | 78.4 | 51.61% | +31.61% | +10.89% | -1.61% | -3.07% | 07:11 | 02:53 | 04:48 | 07:00 | 08:52 | 19:24 | 04:04 | 03:00 |
 | Magic Wand | 35 | 85.37% | 75.7 | 48.57% | +31.90% | +6.99% | +18.10% | 1.68% | 07:29 | -01:29 | 03:38 | 07:28 | 10:14 | 19:00 | 06:36 | 04:53 |
 | Magic Stick | 38 | 92.68% | 73.0 | 47.37% | +47.37% | -27.37% | -2.93% | 0.00% | -00:50 | -01:29 | -01:29 | -01:29 | -01:29 | 13:02 | 00:00 | 00:00 |
 | Ring of Health | 18 | 43.90% | 70.3 | 55.56% | +20.78% | -35.56% | +19.44% | 2.74% | 17:47 | 02:58 | 08:04 | 13:15 | 28:10 | 40:42 | 20:06 | 14:53 |
 | Quelling Blade | 40 | 97.56% | 67.6 | 45.00% | +45.00% | -25.00% | -15.00% | 0.00% | -01:16 | -01:30 | -01:29 | -01:29 | -01:29 | 05:14 | 00:00 | 00:00 |
 | Boots of Speed | 41 | 100.00% | 64.9 | 43.90% | +43.90% | -13.90% | +16.10% | 15.52% | 03:03 | 01:12 | 02:03 | 02:45 | 03:59 | 05:35 | 01:56 | 01:25 |
 | Orb of Venom | 23 | 56.10% | 62.2 | 47.83% | +8.94% | +18.84% | +2.17% | -16.67% | 02:23 | 00:43 | 00:54 | 01:20 | 01:43 | 18:17 | 00:49 | 00:36 |
 | Black King Bar | 38 | 92.68% | 59.5 | 42.11% | -24.56% | -2.11% | -8.78% | -1.58% | 23:22 | 17:53 | 21:16 | 22:47 | 25:30 | 31:27 | 04:14 | 03:08 |
 | Diffusal Blade | 27 | 65.85% | 56.8 | 44.44% | +1.58% | +12.70% | -30.15% | -22.75% | 13:42 | 11:13 | 12:25 | 13:45 | 14:18 | 16:48 | 01:53 | 01:23 |
 | Phase Boots | 26 | 63.41% | 54.1 | 42.31% | -4.36% | -28.02% | +7.69% | 14.98% | 07:47 | 05:01 | 06:14 | 07:25 | 08:37 | 14:04 | 02:23 | 01:45 |
 | Chainmail | 26 | 63.41% | 51.4 | 42.31% | -4.36% | -42.31% | +7.69% | 14.22% | 06:39 | 03:12 | 04:30 | 06:31 | 08:01 | 13:45 | 03:31 | 02:36 |
 | Power Treads | 15 | 36.59% | 48.6 | 46.67% | +4.36% | +3.33% | -21.67% | -10.00% | 08:04 | 05:51 | 06:51 | 07:40 | 09:21 | 10:20 | 02:30 | 01:51 |
 | Nullifier | 2 | 4.88% | 45.9 | 100.00% | +58.97% | 0.00% | 0.00% | 0.00% | 31:54 | 31:19 | 31:19 | 32:28 | 32:28 | 32:28 | 01:09 | 00:51 |
 | Swift Blink | 2 | 4.88% | 43.2 | 100.00% | +58.97% | 0.00% | 0.00% | 0.00% | 41:20 | 34:33 | 34:33 | 48:07 | 48:07 | 48:07 | 13:34 | 10:02 |
 | Helm of Iron Will | 2 | 4.88% | 40.5 | 100.00% | +58.97% | 0.00% | 0.00% | 0.00% | 31:03 | 30:55 | 30:55 | 31:11 | 31:11 | 31:11 | 00:16 | 00:11 |
 | Monkey King Bar | 7 | 17.07% | 37.8 | 57.14% | +15.96% | -7.14% | +42.86% | 0.00% | 32:50 | 26:45 | 28:07 | 31:50 | 33:48 | 43:52 | 05:41 | 04:12 |
 | Javelin | 7 | 17.07% | 35.1 | 57.14% | +15.96% | -57.14% | +42.86% | 0.00% | 30:18 | 20:45 | 24:57 | 30:56 | 33:38 | 40:00 | 08:41 | 06:25 |
 | Void Stone | 12 | 29.27% | 32.4 | 41.67% | -3.16% | -8.34% | -8.34% | 0.00% | 10:21 | 06:27 | 09:54 | 10:34 | 11:23 | 12:38 | 01:29 | 01:05 |
 | Battle Fury | 12 | 29.27% | 29.7 | 41.67% | -3.16% | -8.34% | +25.00% | 12.58% | 14:59 | 12:02 | 13:43 | 14:34 | 16:22 | 17:07 | 02:39 | 01:57 |
 | Wind Lace | 6 | 14.63% | 27.0 | 50.00% | +7.14% | 0.00% | -50.00% | 0.00% | 08:58 | 04:00 | 05:59 | 08:05 | 09:27 | 17:17 | 03:28 | 02:34 |
 | Sange and Yasha | 3 | 7.32% | 24.3 | 66.67% | +24.56% | -66.67% | 0.00% | 0.00% | 26:12 | 19:10 | 19:10 | 21:56 | 37:30 | 37:30 | 18:20 | 13:34 |
 | Sange | 3 | 7.32% | 21.6 | 66.67% | +24.56% | -66.67% | 0.00% | 0.00% | 22:23 | 18:35 | 18:35 | 18:40 | 29:54 | 29:54 | 11:19 | 08:22 |
 | Yasha | 3 | 7.32% | 18.9 | 66.67% | +24.56% | +33.33% | 0.00% | 0.00% | 21:21 | 15:45 | 15:45 | 15:57 | 32:20 | 32:20 | 16:35 | 12:17 |
 | Shadow Blade | 1 | 2.44% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:20 | 42:20 | 42:20 | 42:20 | 42:20 | 42:20 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.44% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 |
 | Aghanim's Shard | 12 | 29.27% | 10.8 | 25.00% | -26.72% | +8.33% | -25.00% | -3.95% | 29:12 | 21:53 | 24:56 | 26:37 | 33:22 | 43:58 | 08:26 | 06:14 |
 | Aghanim's Scepter | 2 | 4.88% | 8.1 | 50.00% | +6.41% | +50.00% | 0.00% | 0.00% | 29:57 | 29:15 | 29:15 | 30:38 | 30:38 | 30:38 | 01:23 | 01:01 |
 | Wraith Band | 3 | 7.32% | 5.4 | 33.33% | -11.41% | -33.33% | 0.00% | 0.00% | 01:23 | -01:29 | -01:29 | 02:25 | 03:13 | 03:13 | 04:42 | 03:28 |
 | Crystalys | 1 | 2.44% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:39 | 36:39 | 36:39 | 36:39 | 36:39 | 36:39 | 00:00 | 00:00 |