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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 | 11 | 18.33% | 100.0 | 100.00% | +51.02% | 0.00% | 0.00% | 0.00% | 31:13 | 22:38 | 29:02 | 31:23 | 33:34 | 39:45 | 04:32 | 03:21 |
 | Force Staff | 8 | 13.33% | 96.9 | 100.00% | +48.08% | 0.00% | 0.00% | 0.00% | 31:47 | 20:38 | 22:37 | 27:20 | 31:45 | 1:04:57 | 09:08 | 06:45 |
 | Blink Dagger | 9 | 15.00% | 93.8 | 88.89% | +35.95% | +11.11% | -38.89% | -2.06% | 42:36 | 23:47 | 27:11 | 49:31 | 51:27 | 58:48 | 24:16 | 17:58 |
 | Medallion of Courage | 5 | 8.33% | 90.6 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 38:30 | 18:45 | 18:45 | 43:54 | 44:19 | 46:16 | 25:34 | 18:56 |
 | Chainmail | 5 | 8.33% | 87.5 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 37:54 | 15:44 | 15:44 | 43:54 | 44:19 | 46:16 | 28:35 | 21:10 |
 | Blight Stone | 5 | 8.33% | 84.4 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 38:26 | 18:22 | 18:22 | 43:54 | 44:19 | 46:16 | 25:57 | 19:13 |
 | Void Stone | 8 | 13.33% | 81.3 | 87.50% | +33.65% | -37.50% | +12.50% | 4.12% | 27:07 | 17:38 | 19:47 | 25:54 | 31:55 | 39:21 | 12:08 | 08:59 |
 | Tranquil Boots | 56 | 93.33% | 78.1 | 60.71% | +35.71% | -10.71% | -10.71% | 0.00% | 12:45 | 07:23 | 09:52 | 11:22 | 14:37 | 39:42 | 04:45 | 03:31 |
 | Wind Lace | 57 | 95.00% | 75.0 | 59.65% | +26.32% | -2.51% | -16.79% | -2.43% | 08:49 | 01:13 | 05:29 | 08:23 | 11:22 | 17:46 | 05:53 | 04:21 |
 | Boots of Speed | 60 | 100.00% | 71.9 | 58.33% | +58.33% | +1.67% | +15.00% | 3.90% | 07:14 | -01:29 | 05:27 | 06:46 | 08:52 | 15:11 | 03:25 | 02:31 |
 | Magic Stick | 59 | 98.33% | 68.8 | 57.63% | -42.37% | +2.37% | +2.37% | 0.00% | 06:58 | -01:29 | 02:26 | 06:47 | 10:59 | 17:15 | 08:33 | 06:20 |
 | Eul's Scepter of Divinity | 4 | 6.67% | 65.6 | 100.00% | +44.64% | 0.00% | 0.00% | 0.00% | 29:43 | 25:49 | 25:49 | 26:21 | 29:24 | 37:18 | 03:35 | 02:39 |
 | Magic Wand | 53 | 88.33% | 62.5 | 54.72% | -30.99% | -0.87% | +22.20% | 4.71% | 12:30 | 01:37 | 09:43 | 12:46 | 14:37 | 21:30 | 04:54 | 03:37 |
 | Ring of Basilius | 13 | 21.67% | 59.4 | 69.23% | +13.91% | -2.56% | -2.56% | 0.00% | 10:02 | 01:25 | 02:50 | 05:49 | 11:59 | 49:13 | 09:09 | 06:46 |
 | Glimmer Cape | 17 | 28.33% | 56.3 | 64.71% | +8.90% | -14.71% | +10.29% | 2.01% | 30:10 | 22:12 | 23:08 | 25:46 | 35:35 | 55:36 | 12:27 | 09:13 |
 | Aghanim's Scepter | 16 | 26.67% | 53.1 | 62.50% | +5.68% | +12.50% | +12.50% | 0.00% | 40:34 | 21:50 | 33:10 | 39:31 | 45:53 | 1:09:53 | 12:43 | 09:25 |
 | Solar Crest | 3 | 5.00% | 50.0 | 100.00% | +43.86% | 0.00% | 0.00% | 0.00% | 52:22 | 47:54 | 47:54 | 53:46 | 55:27 | 55:27 | 07:33 | 05:35 |
 | Null Talisman | 3 | 5.00% | 46.9 | 100.00% | +43.86% | 0.00% | 0.00% | 0.00% | 06:58 | -01:29 | -01:29 | 03:13 | 19:09 | 19:09 | 20:38 | 15:17 |
 | Ghost Scepter | 4 | 6.67% | 43.8 | 75.00% | +17.86% | +25.00% | -75.00% | 0.00% | 33:05 | 23:35 | 23:35 | 26:24 | 32:20 | 50:00 | 08:45 | 06:28 |
 | Aeon Disk | 2 | 3.33% | 40.6 | 100.00% | +43.10% | 0.00% | 0.00% | 0.00% | 50:47 | 40:42 | 40:42 | 60:52 | 60:52 | 60:52 | 20:10 | 14:56 |
 | Aether Lens | 2 | 3.33% | 37.5 | 100.00% | +43.10% | 0.00% | 0.00% | 0.00% | 31:25 | 23:28 | 23:28 | 39:21 | 39:21 | 39:21 | 15:53 | 11:45 |
 | Quelling Blade | 3 | 5.00% | 34.4 | 66.67% | +8.78% | -66.67% | 0.00% | 0.00% | 19:06 | 13:28 | 13:28 | 18:40 | 25:10 | 25:10 | 11:42 | 08:40 |
 | Veil of Discord | 1 | 1.67% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.67% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 00:00 | 00:00 |
 | Buckler | 1 | 1.67% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.67% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 00:00 | 00:00 |
 | Ring of Health | 1 | 1.67% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 00:00 | 00:00 |
 | Crown | 1 | 1.67% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:59 | 16:59 | 16:59 | 16:59 | 16:59 | 16:59 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.67% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Fluffy Hat | 5 | 8.33% | 9.4 | 40.00% | -20.00% | -40.00% | -40.00% | 0.00% | 14:17 | 11:34 | 11:34 | 14:13 | 15:36 | 16:25 | 04:02 | 02:59 |
 | Arcane Boots | 2 | 3.33% | 6.3 | 50.00% | -8.62% | -50.00% | 0.00% | 0.00% | 11:06 | 10:11 | 10:11 | 12:00 | 12:00 | 12:00 | 01:49 | 01:20 |
 | Bracer | 1 | 1.67% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 00:00 | 00:00 |