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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 | |
 | Aether Lens | 17 | 47.22% | 100.0 | 82.35% | +50.77% | -32.35% | +17.65% | 5.03% | 23:24 | 12:12 | 15:00 | 19:52 | 24:56 | 48:45 | 09:56 | 07:21 |
 | Wind Lace | 12 | 33.33% | 96.0 | 83.33% | +41.66% | -16.66% | +16.67% | 2.30% | 16:18 | -00:54 | 08:25 | 13:16 | 22:54 | 39:24 | 14:29 | 10:43 |
 | Void Stone | 19 | 52.78% | 92.0 | 73.68% | +38.39% | +6.32% | -13.68% | -1.42% | 26:03 | 11:16 | 14:28 | 22:19 | 28:35 | 1:12:44 | 14:07 | 10:27 |
 | Force Staff | 25 | 69.44% | 88.0 | 68.00% | +40.73% | -34.67% | +32.00% | 12.38% | 23:48 | 16:28 | 19:41 | 21:58 | 25:04 | 38:30 | 05:23 | 03:59 |
 | Fluffy Hat | 29 | 80.56% | 84.0 | 62.07% | +33.50% | +9.36% | +9.36% | 0.00% | 16:03 | 10:11 | 11:17 | 13:52 | 18:20 | 32:12 | 07:03 | 05:13 |
 | Magic Wand | 33 | 91.67% | 80.0 | 60.61% | +60.61% | -23.11% | +1.89% | 3.46% | 08:59 | 02:13 | 04:34 | 10:19 | 11:48 | 18:48 | 07:14 | 05:21 |
 | Tranquil Boots | 9 | 25.00% | 76.0 | 77.78% | +29.63% | -27.78% | +22.22% | 0.00% | 32:34 | 13:40 | 21:54 | 30:49 | 42:42 | 46:16 | 20:48 | 15:24 |
 | Magic Stick | 34 | 94.44% | 72.0 | 58.82% | +58.82% | -3.26% | +3.68% | 0.82% | 04:07 | -01:29 | -01:28 | 02:19 | 09:54 | 12:44 | 11:22 | 08:25 |
 | Blink Dagger | 23 | 63.89% | 68.0 | 60.87% | +14.72% | -10.87% | +5.80% | 1.81% | 30:36 | 17:39 | 26:16 | 29:21 | 35:30 | 53:26 | 09:14 | 06:50 |
 | Boots of Speed | 36 | 100.00% | 64.0 | 55.56% | +55.56% | 0.00% | 0.00% | 0.00% | 04:29 | -01:29 | 03:19 | 05:02 | 06:29 | 09:56 | 03:10 | 02:20 |
 | Arcane Boots | 34 | 94.44% | 60.0 | 55.88% | +5.88% | +10.79% | +6.62% | -1.26% | 11:27 | 07:29 | 09:44 | 11:06 | 13:03 | 19:58 | 03:19 | 02:27 |
 | Aghanim's Shard | 22 | 61.11% | 56.0 | 59.09% | +9.09% | -9.09% | +0.91% | 0.69% | 29:52 | 16:19 | 19:45 | 29:19 | 34:20 | 53:16 | 14:35 | 10:48 |
 | Glimmer Cape | 9 | 25.00% | 52.0 | 66.67% | +14.82% | +33.33% | -16.67% | 0.00% | 32:32 | 21:38 | 22:30 | 26:29 | 41:31 | 47:12 | 19:01 | 14:05 |
 | Octarine Core | 2 | 5.56% | 48.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 51:33 | 44:00 | 44:00 | 59:06 | 59:06 | 59:06 | 15:06 | 11:11 |
 | Ghost Scepter | 5 | 13.89% | 44.0 | 60.00% | +5.16% | -60.00% | +40.00% | 0.00% | 29:25 | 17:13 | 17:13 | 28:24 | 31:30 | 44:03 | 14:17 | 10:34 |
 | Boots of Travel | 1 | 2.78% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 00:00 | 00:00 |
 | Null Talisman | 2 | 5.56% | 36.0 | 50.00% | -5.88% | +50.00% | 0.00% | 0.00% | 02:40 | 02:33 | 02:33 | 02:47 | 02:47 | 02:47 | 00:14 | 00:10 |
 | Scythe of Vyse | 2 | 5.56% | 32.0 | 50.00% | -5.88% | +50.00% | 0.00% | 0.00% | 1:02:10 | 51:33 | 51:33 | 1:12:46 | 1:12:46 | 1:12:46 | 21:13 | 15:42 |
 | Aeon Disk | 2 | 5.56% | 28.0 | 50.00% | -5.88% | -50.00% | 0.00% | 0.00% | 37:11 | 35:33 | 35:33 | 38:48 | 38:48 | 38:48 | 03:15 | 02:24 |
 | Quelling Blade | 5 | 13.89% | 24.0 | 20.00% | -41.29% | -20.00% | -20.00% | 0.00% | 12:58 | -01:28 | -01:28 | 14:23 | 16:28 | 23:45 | 17:56 | 13:17 |
 | Wraith Band | 1 | 2.78% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.78% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.78% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.78% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.78% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 |