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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 | 30.00% | 100.0 | 83.33% | +54.76% | -33.33% | +16.67% | 7.56% | 36:08 | 32:48 | 32:56 | 33:36 | 39:33 | 42:38 | 06:37 | 04:54 |
 | Skull Basher | 6 | 30.00% | 97.0 | 83.33% | +54.76% | -33.33% | +16.67% | 46.15% | 32:35 | 29:49 | 31:18 | 31:38 | 32:23 | 38:45 | 01:05 | 00:48 |
 | Assault Cuirass | 11 | 55.00% | 93.9 | 63.64% | +41.42% | +3.03% | -63.64% | -27.03% | 30:55 | 26:15 | 28:02 | 29:12 | 30:30 | 44:33 | 02:28 | 01:49 |
 | Buckler | 11 | 55.00% | 90.9 | 63.64% | +41.42% | +3.03% | -63.64% | -23.81% | 29:17 | 24:24 | 26:40 | 27:13 | 29:28 | 41:25 | 02:48 | 02:04 |
 | Black King Bar | 17 | 85.00% | 87.9 | 52.94% | +52.94% | +22.06% | -52.94% | -10.98% | 20:36 | 12:59 | 16:17 | 21:52 | 23:07 | 27:34 | 06:50 | 05:03 |
 | Magic Stick | 18 | 90.00% | 84.8 | 50.00% | +50.00% | +10.00% | 0.00% | -2.24% | 01:33 | -01:29 | -01:29 | -01:29 | 05:57 | 11:02 | 07:26 | 05:30 |
 | Ring of Protection | 19 | 95.00% | 81.8 | 47.37% | +47.37% | -7.37% | +12.63% | 13.64% | 07:13 | -01:29 | 05:56 | 06:49 | 07:24 | 28:12 | 01:28 | 01:05 |
 | Ring of Health | 20 | 100.00% | 78.8 | 45.00% | +45.00% | -5.00% | -5.00% | 0.00% | 03:43 | 02:41 | 02:58 | 03:26 | 03:54 | 07:10 | 00:56 | 00:41 |
 | Vanguard | 20 | 100.00% | 75.8 | 45.00% | +45.00% | +15.00% | -5.00% | -13.95% | 07:00 | 04:59 | 05:51 | 06:36 | 07:17 | 12:57 | 01:26 | 01:03 |
 | Aghanim's Scepter | 20 | 100.00% | 72.7 | 45.00% | +45.00% | +35.00% | +15.00% | -5.02% | 18:18 | 14:44 | 16:09 | 16:55 | 20:08 | 24:09 | 03:59 | 02:57 |
 | Boots of Speed | 20 | 100.00% | 69.7 | 45.00% | +45.00% | +15.00% | -5.00% | -12.50% | 08:36 | 05:37 | 07:53 | 08:36 | 09:29 | 10:29 | 01:36 | 01:11 |
 | Quelling Blade | 20 | 100.00% | 66.7 | 45.00% | +45.00% | +15.00% | -5.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Soul Ring | 18 | 90.00% | 63.6 | 44.44% | -5.56% | -4.44% | -19.44% | -8.74% | 08:13 | 03:23 | 07:40 | 08:20 | 09:23 | 11:31 | 01:43 | 01:16 |
 | Void Stone | 2 | 10.00% | 60.6 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 31:03 | 25:37 | 25:37 | 36:29 | 36:29 | 36:29 | 10:52 | 08:02 |
 | Morbid Mask | 7 | 35.00% | 57.6 | 57.14% | +18.68% | -57.14% | +42.86% | 35.71% | 32:41 | 28:19 | 30:36 | 32:49 | 33:24 | 35:59 | 02:48 | 02:04 |
 | Power Treads | 8 | 40.00% | 54.5 | 50.00% | +8.33% | 0.00% | 0.00% | 0.00% | 22:02 | 11:41 | 11:59 | 22:30 | 24:13 | 40:18 | 12:14 | 09:03 |
 | Satanic | 5 | 25.00% | 51.5 | 60.00% | +20.00% | -60.00% | +40.00% | 0.00% | 33:23 | 30:52 | 30:52 | 33:06 | 34:00 | 35:59 | 03:08 | 02:19 |
 | Boots of Travel | 3 | 15.00% | 48.5 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 43:05 | 42:03 | 42:03 | 42:38 | 44:33 | 44:33 | 02:30 | 01:51 |
 | Magic Wand | 11 | 55.00% | 45.5 | 36.36% | -19.20% | +30.31% | -3.03% | -6.17% | 11:58 | 02:45 | 08:24 | 10:13 | 13:48 | 22:30 | 05:24 | 04:00 |
 | Phase Boots | 4 | 20.00% | 42.4 | 50.00% | +6.25% | +50.00% | -50.00% | 0.00% | 14:14 | 07:43 | 07:43 | 10:53 | 11:21 | 26:58 | 03:38 | 02:41 |
 | Chainmail | 4 | 20.00% | 39.4 | 50.00% | +6.25% | +50.00% | -50.00% | 0.00% | 13:33 | 07:04 | 07:04 | 09:52 | 10:26 | 26:49 | 03:22 | 02:29 |
 | Aghanim's Blessing | 1 | 5.00% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 5.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 5.00% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 5.00% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.00% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 5.00% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 00:00 | 00:00 |
 | Blink Dagger | 3 | 15.00% | 18.2 | 33.33% | -13.73% | -33.33% | 0.00% | 0.00% | 37:01 | 35:04 | 35:04 | 36:31 | 39:28 | 39:28 | 04:24 | 03:15 |
 | Heaven's Halberd | 1 | 5.00% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 |
 | Sange | 1 | 5.00% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 00:00 | 00:00 |
 | Wraith Band | 1 | 5.00% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:26 | 04:26 | 04:26 | 04:26 | 04:26 | 04:26 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.00% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 00:00 | 00:00 |