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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 | |
 | Abyssal Blade | 6 | 26.09% | 100.0 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 33:55 | 31:13 | 31:23 | 32:56 | 36:20 | 37:34 | 04:57 | 03:40 |
 | Vanguard | 6 | 26.09% | 96.6 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 31:47 | 21:29 | 30:46 | 30:59 | 36:02 | 37:26 | 05:16 | 03:54 |
 | Wraith Band | 4 | 17.39% | 93.1 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 01:52 | 01:28 | 01:28 | 01:38 | 02:05 | 02:16 | 00:37 | 00:27 |
 | Satanic | 4 | 17.39% | 89.7 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 33:41 | 30:03 | 30:03 | 33:57 | 35:12 | 35:30 | 05:09 | 03:48 |
 | Blink Dagger | 19 | 82.61% | 86.2 | 68.42% | +68.42% | +11.58% | -8.42% | -3.49% | 19:59 | 14:42 | 16:40 | 19:49 | 22:24 | 31:21 | 05:44 | 04:14 |
 | Skull Basher | 14 | 60.87% | 82.8 | 71.43% | +38.10% | +3.57% | -4.76% | -2.45% | 27:47 | 23:26 | 25:32 | 26:31 | 28:56 | 37:43 | 03:24 | 02:31 |
 | Diffusal Blade | 11 | 47.83% | 79.3 | 72.73% | +31.06% | -39.40% | -6.06% | 14.93% | 13:14 | 11:04 | 11:51 | 13:12 | 14:05 | 17:09 | 02:14 | 01:39 |
 | Wind Lace | 8 | 34.78% | 75.9 | 75.00% | +28.33% | +25.00% | -75.00% | 0.00% | 11:40 | 06:06 | 07:34 | 08:53 | 13:33 | 19:09 | 05:59 | 04:25 |
 | Black King Bar | 20 | 86.96% | 72.4 | 60.00% | +26.67% | +20.00% | -20.00% | -10.57% | 22:46 | 18:12 | 20:32 | 21:49 | 24:19 | 27:51 | 03:47 | 02:48 |
 | Boots of Speed | 23 | 100.00% | 69.0 | 56.52% | +56.52% | -6.52% | -6.52% | 0.00% | 03:32 | 01:40 | 02:12 | 03:22 | 04:21 | 06:43 | 02:09 | 01:35 |
 | Quelling Blade | 23 | 100.00% | 65.5 | 56.52% | +56.52% | -6.52% | -6.52% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Phase Boots | 21 | 91.30% | 62.1 | 57.14% | +7.14% | +2.86% | -17.14% | -6.25% | 08:44 | 04:04 | 06:27 | 07:16 | 09:39 | 16:32 | 03:12 | 02:22 |
 | Chainmail | 21 | 91.30% | 58.6 | 57.14% | +7.14% | +2.86% | -17.14% | -6.45% | 07:42 | 00:57 | 05:39 | 06:38 | 08:45 | 15:11 | 03:06 | 02:17 |
 | Magic Stick | 22 | 95.65% | 55.2 | 54.55% | -45.45% | -21.22% | +5.45% | 26.67% | 00:18 | -01:29 | -01:29 | -01:29 | -01:05 | 12:31 | 00:24 | 00:17 |
 | Javelin | 7 | 30.43% | 51.7 | 71.43% | +21.43% | -21.43% | +28.57% | 0.00% | 32:47 | 28:25 | 29:43 | 30:30 | 33:35 | 39:54 | 03:52 | 02:51 |
 | Monkey King Bar | 7 | 30.43% | 48.3 | 71.43% | +21.43% | +28.57% | +28.57% | 0.00% | 34:03 | 30:19 | 30:32 | 32:03 | 33:58 | 40:17 | 03:26 | 02:32 |
 | Magic Wand | 21 | 91.30% | 44.8 | 52.38% | -47.62% | +7.62% | -12.38% | -3.68% | 08:40 | 01:20 | 05:06 | 07:24 | 10:32 | 19:26 | 05:26 | 04:01 |
 | Morbid Mask | 17 | 73.91% | 41.4 | 52.94% | -13.73% | +22.06% | -27.94% | -12.82% | 09:23 | 02:48 | 04:34 | 07:09 | 08:28 | 29:09 | 03:54 | 02:53 |
 | Ring of Health | 13 | 56.52% | 37.9 | 53.85% | -6.15% | +12.82% | +12.82% | 0.00% | 12:16 | 02:51 | 02:54 | 09:04 | 16:34 | 30:58 | 13:40 | 10:07 |
 | Void Stone | 11 | 47.83% | 34.5 | 45.45% | -21.22% | +54.55% | -12.12% | -14.09% | 13:48 | 08:56 | 10:51 | 14:53 | 15:35 | 16:44 | 04:44 | 03:30 |
 | Battle Fury | 11 | 47.83% | 31.0 | 45.45% | -21.22% | +21.22% | -12.12% | -10.47% | 15:25 | 12:41 | 13:10 | 15:18 | 16:21 | 19:37 | 03:11 | 02:21 |
 | Aghanim's Shard | 5 | 21.74% | 27.6 | 60.00% | +4.44% | +40.00% | +40.00% | 0.00% | 33:36 | 24:40 | 24:40 | 34:27 | 37:16 | 42:14 | 12:36 | 09:20 |
 | Orb of Venom | 9 | 39.13% | 24.1 | 33.33% | -38.10% | +16.67% | +16.67% | 0.00% | 01:32 | -01:29 | 00:37 | 01:32 | 02:38 | 03:17 | 02:01 | 01:29 |
 | Swift Blink | 1 | 4.35% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:21 | 39:21 | 39:21 | 39:21 | 39:21 | 39:21 | 00:00 | 00:00 |
 | Power Treads | 2 | 8.70% | 17.2 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 06:22 | 05:19 | 05:19 | 07:24 | 07:24 | 07:24 | 02:05 | 01:32 |
 | Orb of Corrosion | 2 | 8.70% | 13.8 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 08:00 | 03:48 | 03:48 | 12:12 | 12:12 | 12:12 | 08:24 | 06:13 |
 | Fluffy Hat | 2 | 8.70% | 10.3 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 07:12 | 02:45 | 02:45 | 11:39 | 11:39 | 11:39 | 08:54 | 06:35 |
 | Blight Stone | 3 | 13.04% | 6.9 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 08:17 | 02:44 | 02:44 | 10:29 | 11:39 | 11:39 | 08:55 | 06:36 |
 | Hand of Midas | 1 | 4.35% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:06 | 14:06 | 14:06 | 14:06 | 14:06 | 14:06 | 00:00 | 00:00 |