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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 | 12 | 27.27% | 100.0 | 75.00% | +31.25% | -8.33% | -8.33% | 0.00% | 28:33 | 21:25 | 24:02 | 26:28 | 31:12 | 39:58 | 07:10 | 05:18 |
 | Crown | 9 | 20.45% | 96.6 | 77.78% | +32.07% | -27.78% | +22.22% | 5.74% | 21:34 | 15:11 | 16:06 | 21:18 | 24:49 | 30:24 | 08:43 | 06:27 |
 | Glimmer Cape | 15 | 34.09% | 93.1 | 66.67% | +21.84% | +33.33% | -41.67% | -15.79% | 25:12 | 17:15 | 20:44 | 23:41 | 25:29 | 41:13 | 04:45 | 03:31 |
 | Boots of Speed | 44 | 100.00% | 89.7 | 52.27% | +52.27% | -15.91% | -6.82% | 2.57% | 07:10 | -01:29 | 05:35 | 07:06 | 09:07 | 13:55 | 03:32 | 02:37 |
 | Magic Stick | 43 | 97.73% | 86.2 | 51.16% | -48.84% | -5.71% | +12.48% | 3.41% | 05:28 | -01:29 | 02:36 | 05:50 | 07:56 | 18:55 | 05:20 | 03:57 |
 | Ring of Basilius | 19 | 43.18% | 82.8 | 57.89% | +9.89% | +22.11% | +2.11% | -2.64% | 05:55 | -01:29 | 02:22 | 03:59 | 09:56 | 18:18 | 07:34 | 05:36 |
 | Wind Lace | 41 | 93.18% | 79.3 | 48.78% | -51.22% | -8.78% | -8.78% | 0.00% | 09:52 | -01:29 | 06:58 | 09:55 | 12:14 | 26:30 | 05:16 | 03:54 |
 | Aghanim's Scepter | 11 | 25.00% | 75.9 | 63.64% | +15.16% | +3.03% | +3.03% | 0.00% | 34:51 | 24:13 | 31:20 | 33:59 | 37:13 | 48:04 | 05:53 | 04:21 |
 | Tranquil Boots | 38 | 86.36% | 72.4 | 47.37% | -35.96% | +2.63% | -2.93% | -1.58% | 13:03 | 06:07 | 10:54 | 12:49 | 14:25 | 27:04 | 03:31 | 02:36 |
 | Veil of Discord | 5 | 11.36% | 69.0 | 80.00% | +31.28% | +20.00% | +20.00% | 0.00% | 21:39 | 19:27 | 19:27 | 21:37 | 23:24 | 23:56 | 03:57 | 02:55 |
 | Fluffy Hat | 10 | 22.73% | 65.5 | 60.00% | +10.00% | +6.67% | -60.00% | -8.46% | 19:35 | 09:32 | 14:56 | 16:48 | 22:49 | 35:28 | 07:53 | 05:50 |
 | Chainmail | 4 | 9.09% | 62.1 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 24:12 | 13:00 | 13:00 | 21:27 | 27:09 | 35:13 | 14:09 | 10:28 |
 | Arcane Boots | 4 | 9.09% | 58.6 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 23:56 | 13:32 | 13:32 | 13:42 | 29:56 | 38:32 | 16:24 | 12:08 |
 | Blight Stone | 4 | 9.09% | 55.2 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 23:35 | 10:08 | 10:08 | 21:51 | 27:09 | 35:13 | 17:01 | 12:36 |
 | Medallion of Courage | 4 | 9.09% | 51.7 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 24:30 | 13:25 | 13:25 | 22:13 | 27:09 | 35:13 | 13:44 | 10:10 |
 | Magic Wand | 25 | 56.82% | 48.3 | 40.00% | -28.42% | +10.00% | -6.67% | -6.03% | 11:47 | 06:20 | 10:07 | 11:42 | 12:53 | 18:00 | 02:46 | 02:02 |
 | Bottle | 2 | 4.55% | 44.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 00:16 | 00:09 | 00:09 | 00:23 | 00:23 | 00:23 | 00:14 | 00:10 |
 | Blink Dagger | 5 | 11.36% | 41.4 | 60.00% | +8.72% | +40.00% | +40.00% | 0.00% | 41:25 | 32:20 | 32:20 | 38:03 | 44:30 | 55:15 | 12:10 | 09:00 |
 | Ghost Scepter | 5 | 11.36% | 37.9 | 60.00% | +8.72% | -60.00% | +40.00% | 0.00% | 22:41 | 18:57 | 18:57 | 23:50 | 23:50 | 26:28 | 04:53 | 03:37 |
 | Solar Crest | 3 | 6.82% | 34.5 | 66.67% | +15.45% | +33.33% | 0.00% | 0.00% | 27:50 | 18:30 | 18:30 | 28:14 | 36:46 | 36:46 | 18:16 | 13:31 |
 | Urn of Shadows | 1 | 2.27% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.27% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.27% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 00:00 | 00:00 |
 | Force Staff | 5 | 11.36% | 20.7 | 40.00% | -13.85% | -40.00% | -40.00% | 0.00% | 29:24 | 25:18 | 25:18 | 29:38 | 31:18 | 35:29 | 06:00 | 04:26 |
 | Eul's Scepter of Divinity | 3 | 6.82% | 17.2 | 0.00% | -56.10% | 0.00% | 0.00% | 0.00% | 21:50 | 19:15 | 19:15 | 21:47 | 24:27 | 24:27 | 05:12 | 03:51 |
 | Aether Lens | 1 | 2.27% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.27% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Void Stone | 3 | 6.82% | 6.9 | 0.00% | -56.10% | 0.00% | 0.00% | 0.00% | 16:25 | 13:11 | 13:11 | 14:24 | 21:40 | 21:40 | 08:29 | 06:17 |
 | Quelling Blade | 1 | 2.27% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 00:00 | 00:00 |