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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 | 14 | 33.33% | 100.0 | 92.86% | +35.72% | +7.14% | +7.14% | 0.00% | 24:26 | 16:01 | 18:39 | 20:20 | 28:49 | 44:52 | 10:10 | 07:31 |
 | Void Stone | 18 | 42.86% | 96.6 | 88.89% | +34.72% | -8.89% | +11.11% | 1.79% | 21:09 | 09:49 | 16:11 | 18:15 | 27:20 | 44:48 | 11:09 | 08:15 |
 | Arcane Boots | 22 | 52.38% | 93.1 | 81.82% | +26.82% | +1.51% | -1.82% | -0.59% | 14:27 | 06:52 | 10:17 | 12:32 | 15:56 | 52:12 | 05:39 | 04:11 |
 | Boots of Speed | 42 | 100.00% | 89.7 | 69.05% | +69.05% | -14.50% | +10.95% | 9.04% | 06:51 | 03:23 | 05:12 | 06:20 | 08:01 | 14:34 | 02:49 | 02:05 |
 | Magic Stick | 42 | 100.00% | 86.2 | 69.05% | +69.05% | +3.68% | -9.05% | -1.82% | 03:31 | -01:29 | 00:16 | 02:05 | 07:15 | 14:00 | 06:59 | 05:10 |
 | Magic Wand | 41 | 97.62% | 82.8 | 68.29% | -31.71% | +11.71% | +21.71% | 1.43% | 08:58 | 00:24 | 05:01 | 09:36 | 12:00 | 21:36 | 06:59 | 05:10 |
 | Blink Dagger | 20 | 47.62% | 79.3 | 75.00% | +11.36% | -15.00% | +5.00% | 1.28% | 32:30 | 19:14 | 22:53 | 29:28 | 38:27 | 49:15 | 15:34 | 11:31 |
 | Aeon Disk | 5 | 11.90% | 75.9 | 100.00% | +35.14% | 0.00% | 0.00% | 0.00% | 38:29 | 31:21 | 31:21 | 37:04 | 39:22 | 52:49 | 08:01 | 05:56 |
 | Ghost Scepter | 13 | 30.95% | 72.4 | 76.92% | +11.40% | +23.08% | -43.59% | -6.13% | 32:32 | 23:56 | 27:13 | 30:33 | 38:06 | 46:05 | 10:53 | 08:03 |
 | Wind Lace | 17 | 40.48% | 69.0 | 70.59% | +2.59% | +4.41% | -20.59% | -4.93% | 10:56 | -01:29 | 06:31 | 09:36 | 11:35 | 28:08 | 05:04 | 03:45 |
 | Fluffy Hat | 21 | 50.00% | 65.5 | 66.67% | -4.76% | +13.33% | -6.67% | -2.27% | 17:50 | 07:30 | 11:07 | 15:54 | 19:55 | 41:32 | 08:48 | 06:31 |
 | Glimmer Cape | 21 | 50.00% | 62.1 | 66.67% | -4.76% | +33.33% | -46.67% | -11.24% | 27:22 | 17:30 | 21:34 | 26:17 | 28:41 | 50:07 | 07:07 | 05:16 |
 | Tranquil Boots | 14 | 33.33% | 58.6 | 71.43% | +3.57% | +28.57% | -71.43% | -12.05% | 16:27 | 08:00 | 10:44 | 11:59 | 19:02 | 44:01 | 08:18 | 06:08 |
 | Force Staff | 13 | 30.95% | 55.2 | 61.54% | -10.87% | -61.54% | +38.46% | 9.62% | 27:46 | 17:35 | 21:15 | 24:34 | 31:39 | 41:37 | 10:24 | 07:42 |
 | Ring of Protection | 9 | 21.43% | 51.7 | 66.67% | -3.03% | +33.33% | +33.33% | 0.00% | 20:43 | 10:13 | 11:47 | 19:49 | 26:12 | 38:03 | 14:25 | 10:40 |
 | Pavise | 5 | 11.90% | 48.3 | 80.00% | +12.43% | -80.00% | +20.00% | 0.00% | 18:19 | 12:45 | 12:45 | 17:22 | 20:06 | 27:24 | 07:21 | 05:26 |
 | Chainmail | 4 | 9.52% | 44.8 | 75.00% | +6.58% | -75.00% | +25.00% | 0.00% | 21:48 | 13:40 | 13:40 | 17:17 | 21:28 | 34:45 | 07:48 | 05:46 |
 | Guardian Greaves | 2 | 4.76% | 41.4 | 100.00% | +32.50% | 0.00% | 0.00% | 0.00% | 33:57 | 29:16 | 29:16 | 38:38 | 38:38 | 38:38 | 09:22 | 06:56 |
 | Mekansm | 3 | 7.14% | 37.9 | 66.67% | -2.56% | -66.67% | 0.00% | 0.00% | 24:46 | 18:03 | 18:03 | 21:28 | 34:46 | 34:46 | 16:43 | 12:22 |
 | Buckler | 3 | 7.14% | 34.5 | 66.67% | -2.56% | -66.67% | 0.00% | 0.00% | 27:26 | 19:49 | 19:49 | 24:26 | 38:03 | 38:03 | 18:14 | 13:30 |
 | Headdress | 3 | 7.14% | 31.0 | 66.67% | -2.56% | -66.67% | 0.00% | 0.00% | 22:38 | 11:41 | 11:41 | 21:28 | 34:45 | 34:45 | 23:04 | 17:05 |
 | Aghanim's Shard | 3 | 7.14% | 27.6 | 66.67% | -2.56% | +33.33% | 0.00% | 0.00% | 25:55 | 25:26 | 25:26 | 25:40 | 26:40 | 26:40 | 01:14 | 00:54 |
 | Crown | 1 | 2.38% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 2.38% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.38% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.38% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.38% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.38% | 6.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.38% | 3.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 |