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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 | |
 | Blink Dagger | 7 | 50.00% | 100.0 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 29:55 | 20:06 | 26:31 | 27:47 | 30:55 | 41:47 | 04:24 | 03:15 |
 | Tranquil Boots | 11 | 78.57% | 96.3 | 72.73% | +39.40% | +27.27% | -6.06% | -5.33% | 14:01 | 08:11 | 09:50 | 10:55 | 16:05 | 25:11 | 06:15 | 04:37 |
 | Boots of Speed | 14 | 100.00% | 92.6 | 64.29% | +64.29% | +35.71% | -30.96% | -30.54% | 05:48 | -01:29 | 05:05 | 05:42 | 07:16 | 09:35 | 02:11 | 01:37 |
 | Wind Lace | 14 | 100.00% | 88.9 | 64.29% | +64.29% | +10.71% | -30.96% | -4.57% | 11:18 | 01:54 | 08:08 | 09:49 | 17:15 | 24:40 | 09:07 | 06:45 |
 | Magic Wand | 12 | 85.71% | 85.2 | 66.67% | +16.67% | 0.00% | +33.33% | 6.69% | 05:35 | 01:07 | 02:09 | 05:03 | 07:08 | 11:31 | 04:59 | 03:41 |
 | Magic Stick | 13 | 92.86% | 81.5 | 61.54% | -38.46% | +5.13% | +5.13% | 0.00% | 00:41 | -01:29 | -01:29 | 00:41 | 01:20 | 07:54 | 02:49 | 02:05 |
 | Eul's Scepter of Divinity | 2 | 14.29% | 77.8 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 22:17 | 22:16 | 22:16 | 22:18 | 22:18 | 22:18 | 00:02 | 00:01 |
 | Force Staff | 2 | 14.29% | 74.1 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 36:51 | 32:02 | 32:02 | 41:39 | 41:39 | 41:39 | 09:37 | 07:07 |
 | Aghanim's Scepter | 2 | 14.29% | 70.4 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 36:51 | 30:00 | 30:00 | 43:41 | 43:41 | 43:41 | 13:41 | 10:08 |
 | Hand of Midas | 2 | 14.29% | 66.7 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 24:40 | 18:33 | 18:33 | 30:46 | 30:46 | 30:46 | 12:13 | 09:02 |
 | Void Stone | 7 | 50.00% | 63.0 | 57.14% | -14.29% | +42.86% | -7.14% | -7.06% | 20:15 | 13:36 | 15:02 | 16:08 | 22:07 | 31:27 | 07:05 | 05:14 |
 | Aghanim's Shard | 10 | 71.43% | 59.3 | 50.00% | -50.00% | -16.67% | +50.00% | 7.17% | 21:17 | 15:00 | 16:31 | 17:00 | 25:49 | 33:11 | 09:18 | 06:53 |
 | Fluffy Hat | 3 | 21.43% | 55.6 | 66.67% | +3.03% | -66.67% | 0.00% | 2.15% | 23:35 | 10:42 | 10:42 | 18:23 | 41:39 | 41:39 | 30:57 | 22:55 |
 | Lotus Orb | 1 | 7.14% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 7.14% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 00:00 | 00:00 |
 | Ring of Health | 1 | 7.14% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 |
 | Moon Shard | 1 | 7.14% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 7.14% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:08 | 23:08 | 23:08 | 23:08 | 23:08 | 23:08 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 14.29% | 33.3 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 08:55 | 06:35 | 06:35 | 11:14 | 11:14 | 11:14 | 04:39 | 03:26 |
 | Ring of Protection | 2 | 14.29% | 29.6 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 12:19 | 10:42 | 10:42 | 13:55 | 13:55 | 13:55 | 03:13 | 02:22 |
 | Arcane Boots | 2 | 14.29% | 25.9 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 19:30 | 12:02 | 12:02 | 26:58 | 26:58 | 26:58 | 14:56 | 11:03 |
 | Veil of Discord | 2 | 14.29% | 22.2 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 11:57 | 11:24 | 11:24 | 12:29 | 12:29 | 12:29 | 01:05 | 00:48 |
 | Glimmer Cape | 2 | 14.29% | 18.5 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 31:48 | 29:33 | 29:33 | 34:03 | 34:03 | 34:03 | 04:30 | 03:20 |
 | Crown | 2 | 14.29% | 14.8 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 10:54 | 10:33 | 10:33 | 11:14 | 11:14 | 11:14 | 00:41 | 00:30 |
 | Aether Lens | 3 | 21.43% | 11.1 | 33.33% | -39.40% | -33.33% | 0.00% | 6.62% | 30:29 | 27:29 | 27:29 | 31:27 | 32:31 | 32:31 | 05:02 | 03:43 |
 | Null Talisman | 1 | 7.14% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 00:00 | 00:00 |
 | Pavise | 1 | 7.14% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:22 | 16:22 | 16:22 | 16:22 | 16:22 | 16:22 | 00:00 | 00:00 |