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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 | |
 | Void Stone | 24 | 31.58% | 100.0 | 58.33% | +25.64% | +8.34% | -8.33% | -1.60% | 29:59 | 13:57 | 23:47 | 28:14 | 34:12 | 59:00 | 10:25 | 07:42 |
 | Aether Lens | 20 | 26.32% | 97.3 | 60.00% | +26.07% | 0.00% | -20.00% | -2.01% | 29:21 | 14:48 | 23:33 | 28:33 | 33:31 | 52:42 | 09:58 | 07:22 |
 | Tranquil Boots | 19 | 25.00% | 94.6 | 57.89% | +22.80% | +22.11% | -17.89% | -4.82% | 17:43 | 08:15 | 12:25 | 15:41 | 20:43 | 41:02 | 08:18 | 06:08 |
 | Magic Wand | 43 | 56.58% | 91.9 | 48.84% | +18.54% | -3.39% | +5.71% | 1.73% | 10:59 | 03:00 | 06:45 | 09:26 | 12:00 | 36:58 | 05:15 | 03:53 |
 | Aghanim's Shard | 67 | 88.16% | 89.2 | 43.28% | +21.06% | +15.54% | -2.10% | -4.37% | 19:25 | 15:00 | 16:37 | 18:17 | 20:39 | 36:25 | 04:02 | 02:59 |
 | Scythe of Vyse | 3 | 3.95% | 86.5 | 100.00% | +61.64% | 0.00% | 0.00% | 0.00% | 46:54 | 35:26 | 35:26 | 46:15 | 59:00 | 59:00 | 23:34 | 17:27 |
 | Aeon Disk | 3 | 3.95% | 83.8 | 100.00% | +61.64% | 0.00% | 0.00% | 0.00% | 49:23 | 43:46 | 43:46 | 47:01 | 57:21 | 57:21 | 13:35 | 10:03 |
 | Magic Stick | 69 | 90.79% | 81.1 | 42.03% | +13.46% | -12.62% | +5.03% | 3.34% | 03:26 | -01:29 | -01:29 | 02:19 | 06:46 | 13:57 | 08:15 | 06:06 |
 | Boots of Speed | 76 | 100.00% | 78.4 | 40.79% | +40.79% | -9.21% | -9.21% | 0.00% | 06:00 | -01:29 | 04:27 | 06:19 | 07:48 | 12:27 | 03:21 | 02:28 |
 | Wind Lace | 27 | 35.53% | 75.7 | 48.15% | +11.42% | -5.29% | -19.58% | -2.04% | 15:23 | 01:53 | 09:34 | 12:52 | 16:34 | 47:30 | 07:00 | 05:11 |
 | Aghanim's Scepter | 15 | 19.74% | 73.0 | 53.33% | +15.63% | +21.67% | -3.33% | -3.31% | 32:19 | 25:34 | 26:58 | 30:37 | 34:31 | 43:36 | 07:33 | 05:35 |
 | Fluffy Hat | 27 | 35.53% | 70.3 | 44.44% | +5.66% | -1.58% | +12.70% | 1.34% | 18:32 | 02:49 | 11:22 | 16:23 | 22:01 | 41:00 | 10:39 | 07:53 |
 | Arcane Boots | 46 | 60.53% | 67.6 | 36.96% | -9.71% | +4.71% | -0.60% | -1.41% | 14:17 | 06:49 | 10:27 | 12:42 | 14:13 | 51:27 | 03:46 | 02:47 |
 | Blink Dagger | 15 | 19.74% | 64.9 | 46.67% | +7.33% | +28.33% | -21.67% | -9.74% | 33:36 | 18:29 | 29:38 | 32:48 | 34:46 | 59:28 | 05:08 | 03:48 |
 | Ring of Basilius | 4 | 5.26% | 62.2 | 75.00% | +36.11% | +25.00% | +25.00% | 0.00% | -00:31 | -01:29 | -01:29 | -01:21 | -01:13 | 02:01 | 00:16 | 00:11 |
 | Force Staff | 13 | 17.11% | 59.5 | 46.15% | +6.47% | -12.82% | -12.82% | 0.00% | 27:43 | 14:43 | 23:52 | 25:40 | 32:03 | 42:26 | 08:11 | 06:03 |
 | Glimmer Cape | 13 | 17.11% | 56.8 | 46.15% | +6.47% | -46.15% | +20.52% | 6.12% | 28:37 | 18:30 | 21:24 | 29:58 | 32:18 | 40:32 | 10:54 | 08:04 |
 | Crown | 2 | 2.63% | 54.1 | 100.00% | +60.81% | 0.00% | 0.00% | 0.00% | 34:53 | 30:21 | 30:21 | 39:25 | 39:25 | 39:25 | 09:04 | 06:42 |
 | Ghost Scepter | 8 | 10.53% | 51.4 | 50.00% | +10.29% | 0.00% | 0.00% | 0.00% | 34:35 | 24:36 | 25:21 | 33:03 | 34:14 | 50:18 | 08:53 | 06:34 |
 | Null Talisman | 3 | 3.95% | 48.6 | 66.67% | +26.94% | +33.33% | 0.00% | 0.00% | 02:30 | 00:54 | 00:54 | 03:03 | 03:34 | 03:34 | 02:40 | 01:58 |
 | Urn of Shadows | 1 | 1.32% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.32% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.32% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.32% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:07 | 07:07 | 07:07 | 07:07 | 07:07 | 07:07 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.32% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.32% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.32% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.32% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Bracer | 1 | 1.32% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.32% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.32% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:21 | 1:22:21 | 1:22:21 | 1:22:21 | 1:22:21 | 1:22:21 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.32% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 00:00 | 00:00 |
 | Ring of Health | 2 | 2.63% | 13.5 | 50.00% | +9.46% | -50.00% | 0.00% | 0.00% | 1:03:28 | 44:35 | 44:35 | 1:22:21 | 1:22:21 | 1:22:21 | 37:46 | 27:58 |
 | Ethereal Blade | 1 | 1.32% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:06 | 53:06 | 53:06 | 53:06 | 53:06 | 53:06 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.32% | 8.1 | 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 |
 | Kaya | 1 | 1.32% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 52:47 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.32% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 00:00 | 00:00 |