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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 | |
 | Tranquil Boots | 4 | 21.05% | 100.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 19:58 | 15:49 | 15:49 | 19:49 | 19:53 | 24:19 | 04:04 | 03:00 |
 | Aether Lens | 13 | 68.42% | 96.7 | 69.23% | +35.90% | +30.77% | -2.56% | -11.11% | 17:33 | 13:21 | 14:51 | 15:54 | 17:51 | 35:36 | 03:00 | 02:13 |
 | Fluffy Hat | 8 | 42.11% | 93.3 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 18:10 | 09:18 | 10:42 | 11:58 | 23:29 | 32:11 | 12:47 | 09:28 |
 | Arcane Boots | 18 | 94.74% | 90.0 | 61.11% | +61.11% | -1.11% | +13.89% | 6.21% | 09:56 | 06:47 | 09:12 | 09:38 | 11:37 | 13:15 | 02:25 | 01:47 |
 | Boots of Speed | 19 | 100.00% | 86.7 | 57.89% | +57.89% | +2.11% | +2.11% | 0.00% | 04:14 | -01:29 | 03:45 | 04:14 | 05:00 | 06:24 | 01:15 | 00:55 |
 | Magic Stick | 19 | 100.00% | 83.3 | 57.89% | +57.89% | +22.11% | +2.11% | -20.00% | 00:22 | -01:30 | -01:29 | -01:28 | 01:45 | 05:20 | 03:14 | 02:23 |
 | Blink Dagger | 17 | 89.47% | 80.0 | 58.82% | +8.82% | +16.18% | -33.82% | -4.52% | 30:09 | 18:56 | 22:38 | 31:48 | 33:41 | 44:27 | 11:03 | 08:11 |
 | Void Stone | 18 | 94.74% | 76.7 | 55.56% | -44.44% | +24.44% | -30.56% | -14.93% | 15:45 | 10:10 | 13:04 | 14:29 | 16:45 | 34:18 | 03:41 | 02:43 |
 | Force Staff | 7 | 36.84% | 73.3 | 71.43% | +21.43% | +28.57% | -21.43% | -4.63% | 22:39 | 14:42 | 14:58 | 23:29 | 25:46 | 33:12 | 10:48 | 08:00 |
 | Magic Wand | 14 | 73.68% | 70.0 | 57.14% | -2.86% | -7.14% | -23.81% | -2.12% | 07:38 | 02:04 | 03:15 | 06:36 | 11:07 | 15:32 | 07:52 | 05:49 |
 | Ghost Scepter | 6 | 31.58% | 66.7 | 66.67% | +12.82% | -16.67% | +33.33% | 9.17% | 26:48 | 22:00 | 24:55 | 25:24 | 30:22 | 30:35 | 05:27 | 04:02 |
 | Aeon Disk | 6 | 31.58% | 63.3 | 66.67% | +12.82% | +33.33% | +33.33% | 0.00% | 45:45 | 38:55 | 42:03 | 45:03 | 49:41 | 51:59 | 07:38 | 05:39 |
 | Wind Lace | 12 | 63.16% | 60.0 | 50.00% | -21.43% | +16.67% | -16.67% | -4.72% | 14:40 | 08:18 | 09:52 | 15:20 | 16:56 | 24:00 | 07:04 | 05:14 |
 | Glimmer Cape | 7 | 36.84% | 56.7 | 57.14% | -1.19% | -7.14% | -7.14% | 0.00% | 24:50 | 21:22 | 21:57 | 25:08 | 25:14 | 29:35 | 03:17 | 02:25 |
 | Ring of Protection | 3 | 15.79% | 53.3 | 66.67% | +10.42% | -66.67% | 0.00% | 0.00% | 12:51 | 03:51 | 03:51 | 15:27 | 19:15 | 19:15 | 15:24 | 11:24 |
 | Spirit Vessel | 1 | 5.26% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.26% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 00:00 | 00:00 |
 | Pavise | 1 | 5.26% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 5.26% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 5.26% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 15:36 | 00:00 | 00:00 |
 | Ring of Health | 1 | 5.26% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 00:00 | 00:00 |
 | Boots of Travel | 2 | 10.53% | 30.0 | 50.00% | -8.82% | -50.00% | 0.00% | 0.00% | 53:29 | 45:58 | 45:58 | 60:59 | 60:59 | 60:59 | 15:01 | 11:07 |
 | Bottle | 2 | 10.53% | 26.7 | 50.00% | -8.82% | -50.00% | 0.00% | 0.00% | 17:26 | 01:02 | 01:02 | 33:49 | 33:49 | 33:49 | 32:47 | 24:17 |
 | Aghanim's Shard | 3 | 15.79% | 23.3 | 33.33% | -29.17% | -33.33% | 0.00% | 0.00% | 30:23 | 25:39 | 25:39 | 27:15 | 38:16 | 38:16 | 12:37 | 09:20 |
 | Eul's Scepter of Divinity | 6 | 31.58% | 20.0 | 16.67% | -60.25% | -16.67% | -16.67% | 0.00% | 20:59 | 19:10 | 19:57 | 20:42 | 21:27 | 23:31 | 01:30 | 01:06 |
 | Aghanim's Scepter | 1 | 5.26% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 00:00 | 00:00 |
 | Power Treads | 1 | 5.26% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 00:00 | 00:00 |
 | Phylactery | 1 | 5.26% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:27 | 14:27 | 14:27 | 14:27 | 14:27 | 14:27 | 00:00 | 00:00 |
 | Diadem | 1 | 5.26% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 00:00 | 00:00 |
 | Black King Bar | 1 | 5.26% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 00:00 | 00:00 |