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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 | |
 | Morbid Mask | 10 | 71.43% | 100.0 | 40.00% | +40.00% | +26.67% | -40.00% | -15.15% | 08:43 | 05:50 | 07:17 | 07:47 | 11:41 | 12:12 | 04:24 | 03:15 |
 | Mask of Madness | 10 | 71.43% | 96.0 | 40.00% | +40.00% | +26.67% | -40.00% | -31.25% | 10:54 | 08:42 | 09:45 | 09:54 | 11:53 | 14:21 | 02:08 | 01:34 |
 | Black King Bar | 13 | 92.86% | 92.0 | 30.77% | +30.77% | -30.77% | -30.77% | 0.00% | 21:01 | 16:28 | 17:14 | 20:42 | 22:55 | 27:25 | 05:41 | 04:12 |
 | Bracer | 13 | 92.86% | 88.0 | 30.77% | +30.77% | -30.77% | +69.23% | 84.51% | 02:24 | 01:25 | 01:33 | 02:28 | 02:44 | 03:25 | 01:11 | 00:52 |
 | Power Treads | 14 | 100.00% | 84.0 | 28.57% | +28.57% | -3.57% | -28.57% | -6.36% | 11:20 | 05:16 | 06:52 | 09:02 | 10:48 | 33:45 | 03:56 | 02:54 |
 | Blink Dagger | 14 | 100.00% | 80.0 | 28.57% | +28.57% | +46.43% | +4.76% | -5.11% | 18:16 | 11:45 | 14:41 | 16:10 | 22:50 | 26:27 | 08:09 | 06:02 |
 | Boots of Speed | 14 | 100.00% | 76.0 | 28.57% | +28.57% | -28.57% | +4.76% | 18.18% | 04:44 | 02:29 | 03:31 | 04:28 | 05:21 | 09:13 | 01:50 | 01:21 |
 | Magic Stick | 8 | 57.14% | 72.0 | 37.50% | +20.83% | -37.50% | +12.50% | 7.18% | 04:46 | -01:29 | 01:35 | 03:06 | 08:33 | 10:48 | 06:58 | 05:09 |
 | Quelling Blade | 10 | 71.43% | 68.0 | 30.00% | +5.00% | +3.33% | -30.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 7.14% | 64.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 00:00 | 00:00 |
 | Magic Wand | 5 | 35.71% | 60.0 | 40.00% | +17.78% | +60.00% | +60.00% | 0.00% | 08:30 | 03:25 | 03:25 | 09:13 | 10:00 | 10:48 | 06:35 | 04:52 |
 | Linken's Sphere | 2 | 14.29% | 56.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 40:33 | 34:43 | 34:43 | 46:22 | 46:22 | 46:22 | 11:39 | 08:37 |
 | Void Stone | 2 | 14.29% | 52.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 40:31 | 34:41 | 34:41 | 46:20 | 46:20 | 46:20 | 11:39 | 08:37 |
 | Assault Cuirass | 2 | 14.29% | 48.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 34:42 | 28:45 | 28:45 | 40:39 | 40:39 | 40:39 | 11:54 | 08:48 |
 | Ring of Health | 2 | 14.29% | 44.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 40:08 | 33:56 | 33:56 | 46:19 | 46:19 | 46:19 | 12:23 | 09:10 |
 | Ring of Protection | 3 | 21.43% | 40.0 | 33.33% | +6.06% | +66.67% | 0.00% | 0.00% | 32:13 | 25:45 | 25:45 | 30:55 | 39:58 | 39:58 | 14:13 | 10:31 |
 | Moon Shard | 3 | 21.43% | 36.0 | 33.33% | +6.06% | +66.67% | 0.00% | 0.00% | 30:43 | 25:40 | 25:40 | 26:44 | 39:44 | 39:44 | 14:04 | 10:25 |
 | Buckler | 3 | 21.43% | 32.0 | 33.33% | +6.06% | +66.67% | 0.00% | 0.00% | 32:13 | 25:46 | 25:46 | 30:55 | 39:58 | 39:58 | 14:12 | 10:31 |
 | Aghanim's Shard | 4 | 28.57% | 28.0 | 25.00% | -5.00% | -25.00% | -25.00% | 0.00% | 35:35 | 30:22 | 30:22 | 30:25 | 36:04 | 45:28 | 05:42 | 04:13 |
 | Monkey King Bar | 1 | 7.14% | 24.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 7.14% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 00:00 | 00:00 |
 | Nullifier | 1 | 7.14% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Javelin | 1 | 7.14% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 7.14% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 7.14% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:34 | 09:34 | 09:34 | 09:34 | 09:34 | 09:34 | 00:00 | 00:00 |