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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 | |
 | Arcane Boots | 13 | 76.47% | 100.0 | 76.92% | +51.92% | -10.25% | -10.25% | 0.00% | 11:43 | 06:12 | 08:08 | 11:23 | 12:54 | 23:22 | 04:46 | 03:31 |
 | Void Stone | 7 | 41.18% | 96.6 | 85.71% | +35.71% | +14.29% | -35.71% | -12.99% | 22:41 | 19:08 | 19:32 | 22:42 | 23:23 | 26:06 | 03:51 | 02:51 |
 | Aether Lens | 7 | 41.18% | 93.1 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 23:59 | 20:54 | 21:48 | 24:14 | 25:43 | 26:16 | 03:55 | 02:54 |
 | Boots of Speed | 17 | 100.00% | 89.7 | 64.71% | +64.71% | +10.29% | +10.29% | 0.00% | 07:27 | 00:39 | 03:43 | 06:10 | 10:59 | 16:58 | 07:16 | 05:22 |
 | Crown | 8 | 47.06% | 86.2 | 75.00% | +19.44% | -25.00% | +25.00% | 5.07% | 07:19 | -01:29 | -01:29 | 07:09 | 11:21 | 15:17 | 12:50 | 09:30 |
 | Kaya | 3 | 17.65% | 82.8 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 44:57 | 34:32 | 34:32 | 36:38 | 1:03:41 | 1:03:41 | 29:09 | 21:35 |
 | Ring of Basilius | 5 | 29.41% | 79.3 | 80.00% | +21.67% | +20.00% | -80.00% | -13.04% | 06:56 | 02:21 | 02:21 | 05:53 | 10:01 | 13:57 | 07:40 | 05:40 |
 | Veil of Discord | 5 | 29.41% | 75.9 | 80.00% | +21.67% | +20.00% | +20.00% | 0.00% | 14:37 | 10:26 | 10:26 | 14:17 | 18:10 | 18:30 | 07:44 | 05:43 |
 | Blink Dagger | 7 | 41.18% | 72.4 | 71.43% | +11.43% | -21.43% | +28.57% | 18.52% | 26:42 | 20:13 | 25:55 | 27:11 | 28:37 | 29:28 | 02:42 | 02:00 |
 | Magic Stick | 13 | 76.47% | 69.0 | 53.85% | -46.15% | +12.82% | +12.82% | 0.00% | 04:17 | -01:29 | -01:29 | 01:38 | 02:56 | 29:13 | 04:25 | 03:16 |
 | Aghanim's Scepter | 6 | 35.29% | 65.5 | 66.67% | +3.03% | -16.67% | +33.33% | 4.31% | 30:00 | 22:49 | 24:40 | 24:54 | 36:16 | 42:19 | 11:36 | 08:35 |
 | Wind Lace | 4 | 23.53% | 62.1 | 75.00% | +13.46% | -75.00% | +25.00% | 0.00% | 16:07 | 09:05 | 09:05 | 09:08 | 17:44 | 28:32 | 08:39 | 06:24 |
 | Null Talisman | 9 | 52.94% | 58.6 | 55.56% | -19.44% | +44.44% | -5.56% | -6.07% | 08:14 | -00:08 | 00:47 | 05:28 | 09:01 | 26:44 | 08:14 | 06:05 |
 | Phylactery | 2 | 11.76% | 55.2 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 16:20 | 15:39 | 15:39 | 17:00 | 17:00 | 17:00 | 01:21 | 01:00 |
 | Diadem | 2 | 11.76% | 51.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 15:35 | 14:49 | 14:49 | 16:20 | 16:20 | 16:20 | 01:31 | 01:07 |
 | Boots of Travel | 2 | 11.76% | 48.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 47:15 | 42:54 | 42:54 | 51:35 | 51:35 | 51:35 | 08:41 | 06:25 |
 | Magic Wand | 9 | 52.94% | 44.8 | 44.44% | -43.06% | +5.56% | -44.44% | -8.09% | 09:30 | 01:39 | 03:18 | 06:54 | 09:29 | 29:13 | 06:11 | 04:34 |
 | Rod of Atos | 3 | 17.65% | 41.4 | 66.67% | +2.38% | -66.67% | 0.00% | 0.00% | 15:47 | 12:53 | 12:53 | 14:22 | 20:05 | 20:05 | 07:12 | 05:20 |
 | Force Staff | 4 | 23.53% | 37.9 | 50.00% | -19.23% | -50.00% | +50.00% | 0.00% | 26:22 | 20:12 | 20:12 | 21:44 | 27:54 | 35:38 | 07:42 | 05:42 |
 | Quelling Blade | 1 | 5.88% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.88% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:47 | 60:47 | 60:47 | 60:47 | 60:47 | 60:47 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 5.88% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.88% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 5.88% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 00:00 | 00:00 |
 | Fluffy Hat | 6 | 35.29% | 17.2 | 33.33% | -48.49% | -33.33% | -33.33% | 0.00% | 20:01 | 10:56 | 13:27 | 22:59 | 24:10 | 25:33 | 10:43 | 07:56 |
 | Tranquil Boots | 2 | 11.76% | 13.8 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 19:07 | 09:05 | 09:05 | 29:08 | 29:08 | 29:08 | 20:03 | 14:51 |
 | Ghost Scepter | 2 | 11.76% | 10.3 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 32:53 | 27:22 | 27:22 | 38:24 | 38:24 | 38:24 | 11:02 | 08:10 |
 | Soul Ring | 1 | 5.88% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.88% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 00:00 | 00:00 |