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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 | 5 | 50.00% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 34:01 | 27:41 | 27:41 | 36:21 | 36:40 | 37:31 | 08:59 | 06:39 |
 | Mask of Madness | 6 | 60.00% | 97.6 | 83.33% | +58.33% | +16.67% | +16.67% | 0.00% | 09:14 | 07:31 | 08:27 | 09:09 | 10:03 | 10:38 | 01:36 | 01:11 |
 | Morbid Mask | 6 | 60.00% | 95.2 | 83.33% | +58.33% | +16.67% | +16.67% | 0.00% | 07:17 | 06:01 | 06:27 | 06:56 | 08:24 | 08:36 | 01:57 | 01:26 |
 | Ring of Health | 3 | 30.00% | 92.9 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 42:47 | 35:03 | 35:03 | 45:10 | 48:09 | 48:09 | 13:06 | 09:42 |
 | Echo Sabre | 8 | 80.00% | 90.5 | 75.00% | +75.00% | -25.00% | +25.00% | 11.86% | 12:12 | 09:30 | 09:41 | 11:43 | 13:54 | 14:07 | 04:13 | 03:07 |
 | Black King Bar | 9 | 90.00% | 88.1 | 66.67% | +66.67% | -16.67% | +33.33% | 23.81% | 19:55 | 16:15 | 18:57 | 19:23 | 21:03 | 23:03 | 02:06 | 01:33 |
 | Blink Dagger | 7 | 70.00% | 85.7 | 71.43% | +38.10% | -21.43% | +28.57% | 22.06% | 16:24 | 13:31 | 13:46 | 15:55 | 16:02 | 24:04 | 02:16 | 01:40 |
 | Boots of Speed | 10 | 100.00% | 83.3 | 60.00% | +60.00% | +6.67% | -10.00% | -6.21% | 03:49 | 01:38 | 02:00 | 03:12 | 04:41 | 10:20 | 02:41 | 01:59 |
 | Quelling Blade | 8 | 80.00% | 81.0 | 62.50% | +12.50% | -12.50% | -12.50% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Crystalys | 6 | 60.00% | 78.6 | 66.67% | +16.67% | +33.33% | -66.67% | -19.23% | 27:47 | 21:12 | 23:59 | 25:51 | 29:11 | 38:05 | 05:12 | 03:51 |
 | Linken's Sphere | 2 | 20.00% | 76.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 41:49 | 35:25 | 35:25 | 48:13 | 48:13 | 48:13 | 12:48 | 09:28 |
 | Phase Boots | 2 | 20.00% | 73.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 04:39 | 03:51 | 03:51 | 05:26 | 05:26 | 05:26 | 01:35 | 01:10 |
 | Void Stone | 4 | 40.00% | 71.4 | 75.00% | +25.00% | -75.00% | +25.00% | 8.73% | 37:04 | 26:47 | 26:47 | 35:03 | 38:14 | 48:13 | 11:27 | 08:28 |
 | Magic Stick | 9 | 90.00% | 69.0 | 55.56% | -44.44% | -5.56% | -5.56% | 0.00% | -00:19 | -01:29 | -01:29 | -01:29 | -01:28 | 05:47 | 00:01 | 00:00 |
 | Power Treads | 7 | 70.00% | 66.7 | 57.14% | -9.53% | -7.14% | +42.86% | 50.00% | 05:27 | 04:32 | 05:05 | 05:32 | 05:47 | 05:55 | 00:42 | 00:31 |
 | Magic Wand | 8 | 80.00% | 64.3 | 50.00% | -50.00% | -50.00% | 0.00% | 9.40% | 04:41 | 01:01 | 01:08 | 01:39 | 06:27 | 15:47 | 05:19 | 03:56 |
 | Ring of Protection | 5 | 50.00% | 61.9 | 60.00% | 0.00% | -60.00% | +40.00% | 38.71% | 25:17 | 22:58 | 22:58 | 24:35 | 25:33 | 30:15 | 02:35 | 01:54 |
 | Silver Edge | 5 | 50.00% | 59.5 | 60.00% | 0.00% | +40.00% | -60.00% | -11.58% | 30:19 | 24:18 | 24:18 | 29:49 | 32:56 | 38:05 | 08:38 | 06:23 |
 | Shadow Blade | 5 | 50.00% | 57.1 | 60.00% | 0.00% | +40.00% | -60.00% | -12.02% | 28:49 | 24:05 | 24:05 | 28:45 | 32:24 | 32:42 | 08:19 | 06:09 |
 | Buckler | 5 | 50.00% | 54.8 | 60.00% | 0.00% | +40.00% | +40.00% | 0.00% | 25:26 | 23:04 | 23:04 | 24:35 | 25:34 | 30:15 | 02:30 | 01:51 |
 | Chainmail | 3 | 30.00% | 52.4 | 66.67% | +9.53% | +33.33% | 0.00% | -1.71% | 09:23 | 01:56 | 01:56 | 04:49 | 21:23 | 21:23 | 19:27 | 14:24 |
 | Assault Cuirass | 4 | 40.00% | 50.0 | 50.00% | -16.67% | -50.00% | +50.00% | 60.00% | 28:02 | 26:06 | 26:06 | 26:43 | 27:46 | 31:34 | 01:40 | 01:14 |
 | Mage Slayer | 1 | 10.00% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Swift Blink | 1 | 10.00% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 10.00% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 10.00% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 00:00 | 00:00 |
 | Skull Basher | 1 | 10.00% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Daedalus | 1 | 10.00% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 00:00 | 00:00 |
 | Vanguard | 1 | 10.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 10.00% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Sange | 2 | 20.00% | 28.6 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 13:58 | 09:40 | 09:40 | 18:16 | 18:16 | 18:16 | 08:36 | 06:22 |
 | Yasha | 1 | 10.00% | 26.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:41 | 13:41 | 13:41 | 13:41 | 13:41 | 13:41 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 10.00% | 23.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 10.00% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:41 | 13:41 | 13:41 | 13:41 | 13:41 | 13:41 | 00:00 | 00:00 |
 | Solar Crest | 1 | 10.00% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Blight Stone | 1 | 10.00% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:41 | 21:41 | 21:41 | 21:41 | 21:41 | 21:41 | 00:00 | 00:00 |
 | Wind Lace | 1 | 10.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 10.00% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 00:00 | 00:00 |
 | Crown | 1 | 10.00% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 10.00% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 00:00 | 00:00 |
 | Javelin | 1 | 10.00% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 20.00% | 2.4 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 19:15 | 16:49 | 16:49 | 21:40 | 21:40 | 21:40 | 04:51 | 03:35 |