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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 | |
 | Aghanim's Shard | 9 | 52.94% | 100.0 | 88.89% | +51.39% | +11.11% | +11.11% | 0.00% | 25:58 | 17:32 | 18:59 | 24:12 | 28:23 | 38:10 | 09:24 | 06:57 |
 | Ring of Basilius | 4 | 23.53% | 96.7 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 30:45 | 20:08 | 20:08 | 28:01 | 31:09 | 43:40 | 11:01 | 08:09 |
 | Vladmir's Offering | 4 | 23.53% | 93.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 34:21 | 22:41 | 22:41 | 31:10 | 39:54 | 43:40 | 17:13 | 12:45 |
 | Ring of Protection | 4 | 23.53% | 90.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 30:44 | 20:07 | 20:07 | 28:02 | 31:09 | 43:39 | 11:02 | 08:10 |
 | Morbid Mask | 4 | 23.53% | 86.7 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 34:03 | 22:10 | 22:10 | 31:10 | 39:12 | 43:40 | 17:02 | 12:37 |
 | Quelling Blade | 4 | 23.53% | 83.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 01:32 | -01:29 | -01:29 | -01:29 | 02:40 | 06:25 | 04:09 | 03:04 |
 | Buckler | 4 | 23.53% | 80.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 30:45 | 20:08 | 20:08 | 28:02 | 31:09 | 43:39 | 11:01 | 08:09 |
 | Aghanim's Scepter | 10 | 58.82% | 76.7 | 80.00% | +37.14% | +20.00% | +20.00% | 0.00% | 25:35 | 15:42 | 16:50 | 24:31 | 30:30 | 39:58 | 13:40 | 10:07 |
 | Magic Stick | 16 | 94.12% | 73.3 | 68.75% | +68.75% | +6.25% | +6.25% | 0.00% | 04:42 | -01:29 | 00:46 | 02:32 | 05:47 | 18:44 | 05:01 | 03:42 |
 | Tranquil Boots | 11 | 64.71% | 70.0 | 72.73% | +22.73% | -6.06% | -6.06% | 0.00% | 17:55 | 07:22 | 10:32 | 14:03 | 18:17 | 37:38 | 07:45 | 05:44 |
 | Magic Wand | 13 | 76.47% | 66.7 | 69.23% | +19.23% | -2.56% | +30.77% | 2.98% | 10:43 | 02:21 | 04:23 | 11:12 | 15:33 | 18:44 | 11:10 | 08:16 |
 | Boots of Speed | 17 | 100.00% | 63.3 | 64.71% | +64.71% | +10.29% | -14.71% | -3.91% | 06:49 | -01:29 | 03:10 | 07:18 | 09:34 | 14:10 | 06:24 | 04:44 |
 | Wind Lace | 13 | 76.47% | 60.0 | 61.54% | -13.46% | +5.13% | -28.21% | -2.75% | 13:24 | -01:28 | 08:07 | 09:56 | 20:15 | 37:12 | 12:08 | 08:59 |
 | Fluffy Hat | 5 | 29.41% | 56.7 | 80.00% | +21.67% | +20.00% | -80.00% | -5.60% | 16:17 | 06:33 | 06:33 | 17:54 | 24:25 | 25:05 | 17:52 | 13:14 |
 | Force Staff | 4 | 23.53% | 53.3 | 75.00% | +13.46% | +25.00% | +25.00% | 0.00% | 29:12 | 25:23 | 25:23 | 28:01 | 29:22 | 34:03 | 03:59 | 02:57 |
 | Power Treads | 4 | 23.53% | 50.0 | 75.00% | +13.46% | +25.00% | -75.00% | 0.00% | 15:28 | 06:06 | 06:06 | 06:12 | 20:27 | 29:08 | 14:21 | 10:37 |
 | Void Stone | 2 | 11.76% | 46.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 31:14 | 27:47 | 27:47 | 34:41 | 34:41 | 34:41 | 06:54 | 05:06 |
 | Aether Lens | 2 | 11.76% | 43.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 31:21 | 28:00 | 28:00 | 34:41 | 34:41 | 34:41 | 06:41 | 04:57 |
 | Wraith Band | 7 | 41.18% | 40.0 | 57.14% | -12.86% | +42.86% | -7.14% | -19.61% | 06:56 | 01:28 | 01:50 | 02:36 | 04:23 | 27:10 | 02:33 | 01:53 |
 | Dragon Lance | 1 | 5.88% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:31 | 22:31 | 22:31 | 22:31 | 22:31 | 22:31 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 5.88% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 5.88% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.88% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 00:00 | 00:00 |
 | Octarine Core | 1 | 5.88% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 5.88% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Bracer | 1 | 5.88% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.88% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 5.88% | 10.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:11 | 44:11 | 44:11 | 44:11 | 44:11 | 44:11 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.88% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 00:00 | 00:00 |
 | Ring of Health | 1 | 5.88% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:41 | 39:41 | 39:41 | 39:41 | 39:41 | 39:41 | 00:00 | 00:00 |