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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 | |
 | Skull Basher | 3 | 23.08% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 29:22 | 26:14 | 26:14 | 30:40 | 31:12 | 31:12 | 04:58 | 03:40 |
 | Sange and Yasha | 3 | 23.08% | 97.4 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 22:34 | 18:47 | 18:47 | 19:38 | 29:17 | 29:17 | 10:30 | 07:46 |
 | Yasha | 3 | 23.08% | 94.7 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 20:39 | 15:15 | 15:15 | 17:51 | 28:52 | 28:52 | 13:37 | 10:05 |
 | Sange | 3 | 23.08% | 92.1 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 21:21 | 18:40 | 18:40 | 19:19 | 26:04 | 26:04 | 07:24 | 05:28 |
 | Orb of Corrosion | 6 | 46.15% | 89.5 | 66.67% | +52.38% | -16.67% | +33.33% | 43.48% | 08:16 | 07:18 | 07:19 | 07:26 | 08:28 | 11:02 | 01:09 | 00:51 |
 | Blight Stone | 6 | 46.15% | 86.8 | 66.67% | +52.38% | -16.67% | +33.33% | 47.62% | 07:38 | 06:14 | 06:37 | 07:14 | 07:40 | 10:32 | 01:03 | 00:46 |
 | Fluffy Hat | 6 | 46.15% | 84.2 | 66.67% | +52.38% | -16.67% | +33.33% | 50.00% | 07:28 | 06:14 | 06:37 | 06:43 | 07:28 | 10:32 | 00:51 | 00:37 |
 | Abyssal Blade | 2 | 15.38% | 81.6 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 35:49 | 34:55 | 34:55 | 36:43 | 36:43 | 36:43 | 01:48 | 01:20 |
 | Vanguard | 2 | 15.38% | 78.9 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 35:44 | 34:45 | 34:45 | 36:43 | 36:43 | 36:43 | 01:58 | 01:27 |
 | Orb of Venom | 9 | 69.23% | 76.3 | 55.56% | +55.56% | -5.56% | +44.44% | 50.00% | 01:16 | -01:29 | -01:29 | 01:15 | 01:36 | 07:14 | 03:05 | 02:17 |
 | Maelstrom | 5 | 38.46% | 73.7 | 60.00% | +35.00% | +40.00% | -60.00% | -39.74% | 12:39 | 10:52 | 10:52 | 12:36 | 13:23 | 15:00 | 02:31 | 01:51 |
 | Magic Stick | 13 | 100.00% | 71.1 | 38.46% | +38.46% | -38.46% | +28.21% | 13.29% | 02:59 | -01:29 | -01:29 | 02:21 | 06:30 | 11:29 | 07:59 | 05:54 |
 | Quelling Blade | 13 | 100.00% | 68.4 | 38.46% | +38.46% | +28.21% | -5.13% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 13 | 100.00% | 65.8 | 38.46% | +38.46% | +28.21% | -38.46% | -57.15% | 02:42 | 01:21 | 01:50 | 02:22 | 03:00 | 05:15 | 01:10 | 00:51 |
 | Magic Wand | 13 | 100.00% | 63.2 | 38.46% | +38.46% | -38.46% | +28.21% | 16.20% | 05:20 | 01:27 | 02:24 | 04:52 | 06:31 | 12:19 | 04:07 | 03:02 |
 | Javelin | 6 | 46.15% | 60.5 | 50.00% | +21.43% | +50.00% | -50.00% | -57.69% | 13:58 | 06:45 | 09:42 | 09:48 | 11:26 | 35:48 | 01:44 | 01:17 |
 | Black King Bar | 10 | 76.92% | 57.9 | 40.00% | +6.67% | +26.67% | +10.00% | -3.52% | 22:27 | 17:36 | 19:34 | 22:54 | 24:18 | 27:36 | 04:44 | 03:30 |
 | Power Treads | 10 | 76.92% | 55.3 | 40.00% | +6.67% | +26.67% | +10.00% | -8.41% | 06:44 | 04:31 | 05:43 | 06:31 | 07:42 | 08:47 | 01:59 | 01:28 |
 | Aghanim's Scepter | 4 | 30.77% | 52.6 | 50.00% | +16.67% | +50.00% | -50.00% | -17.70% | 22:14 | 18:33 | 18:33 | 19:12 | 24:12 | 26:57 | 05:39 | 04:11 |
 | Morbid Mask | 1 | 7.69% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Butterfly | 1 | 7.69% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:40 | 36:40 | 36:40 | 36:40 | 36:40 | 36:40 | 00:00 | 00:00 |
 | Desolator | 1 | 7.69% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 00:00 | 00:00 |
 | Satanic | 1 | 7.69% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 00:00 | 00:00 |
 | Mjollnir | 1 | 7.69% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Ring of Health | 6 | 46.15% | 36.8 | 33.33% | -9.53% | -33.33% | +66.67% | 4.60% | 20:30 | 11:16 | 13:01 | 13:01 | 34:45 | 36:17 | 21:44 | 16:05 |
 | Wind Lace | 2 | 15.38% | 34.2 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 14:10 | 14:00 | 14:00 | 14:20 | 14:20 | 14:20 | 00:20 | 00:14 |
 | Phase Boots | 3 | 23.08% | 31.6 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 06:29 | 05:51 | 05:51 | 05:52 | 07:44 | 07:44 | 01:53 | 01:23 |
 | Chainmail | 3 | 23.08% | 28.9 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 05:56 | 05:12 | 05:12 | 05:15 | 07:20 | 07:20 | 02:08 | 01:34 |
 | Eye of Skadi | 5 | 38.46% | 26.3 | 20.00% | -30.00% | +80.00% | -20.00% | -39.47% | 33:05 | 31:08 | 31:08 | 33:39 | 33:40 | 34:42 | 02:32 | 01:52 |
 | Battle Fury | 3 | 23.08% | 23.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 13:41 | 13:08 | 13:08 | 13:08 | 14:47 | 14:47 | 01:39 | 01:13 |
 | Wraith Band | 3 | 23.08% | 21.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 02:09 | 01:13 | 01:13 | 01:48 | 03:26 | 03:26 | 02:13 | 01:38 |
 | Void Stone | 3 | 23.08% | 18.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 09:54 | 08:18 | 08:18 | 09:04 | 12:19 | 12:19 | 04:01 | 02:58 |
 | Crystalys | 2 | 15.38% | 15.8 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 27:33 | 17:19 | 17:19 | 37:47 | 37:47 | 37:47 | 20:28 | 15:09 |
 | Diffusal Blade | 1 | 7.69% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:53 | 14:53 | 14:53 | 14:53 | 14:53 | 14:53 | 00:00 | 00:00 |
 | Daedalus | 1 | 7.69% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:46 | 20:46 | 20:46 | 20:46 | 20:46 | 20:46 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 7.69% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 7.69% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 00:00 | 00:00 |
 | Echo Sabre | 2 | 15.38% | 2.6 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 15:10 | 14:34 | 14:34 | 15:45 | 15:45 | 15:45 | 01:11 | 00:52 |