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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 | |
 | Ring of Basilius | 4 | 12.50% | 100.0 | 75.00% | +57.14% | +25.00% | -75.00% | -4.95% | 21:45 | 04:27 | 04:27 | 19:41 | 24:39 | 38:13 | 20:12 | 14:57 |
 | Drum of Endurance | 5 | 15.63% | 97.0 | 60.00% | +41.48% | -60.00% | +40.00% | 21.51% | 27:05 | 18:44 | 18:44 | 20:33 | 23:23 | 53:02 | 04:39 | 03:26 |
 | Black King Bar | 6 | 18.75% | 93.9 | 50.00% | +30.77% | 0.00% | +50.00% | 5.34% | 35:16 | 26:58 | 28:34 | 34:48 | 37:56 | 45:57 | 09:22 | 06:56 |
 | Aghanim's Shard | 6 | 18.75% | 90.9 | 50.00% | +30.77% | 0.00% | +50.00% | 3.72% | 32:31 | 20:44 | 27:47 | 28:52 | 41:14 | 45:04 | 13:27 | 09:57 |
 | Magic Wand | 30 | 93.75% | 87.9 | 26.67% | +26.67% | +10.83% | +1.90% | -2.59% | 10:53 | 04:21 | 09:16 | 11:20 | 12:43 | 17:13 | 03:27 | 02:33 |
 | Tranquil Boots | 30 | 93.75% | 84.8 | 26.67% | +26.67% | +10.83% | +1.90% | -2.99% | 12:11 | 06:59 | 10:24 | 12:20 | 13:23 | 16:09 | 02:59 | 02:12 |
 | Boots of Speed | 32 | 100.00% | 81.8 | 25.00% | +25.00% | 0.00% | +12.50% | 3.62% | 08:20 | 02:44 | 06:37 | 07:58 | 10:04 | 13:14 | 03:27 | 02:33 |
 | Magic Stick | 32 | 100.00% | 78.8 | 25.00% | +25.00% | 0.00% | -12.50% | -3.36% | 03:37 | -01:29 | 01:25 | 02:26 | 05:08 | 11:10 | 03:43 | 02:45 |
 | Wind Lace | 32 | 100.00% | 75.8 | 25.00% | +25.00% | +25.00% | -12.50% | -6.27% | 10:06 | 03:50 | 06:38 | 09:37 | 12:37 | 24:37 | 05:59 | 04:25 |
 | Morbid Mask | 3 | 9.38% | 72.7 | 66.67% | +45.98% | +33.33% | 0.00% | 0.00% | 30:07 | 24:39 | 24:39 | 27:28 | 38:13 | 38:13 | 13:34 | 10:02 |
 | Buckler | 3 | 9.38% | 72.7 | 66.67% | +45.98% | +33.33% | 0.00% | 0.00% | 30:07 | 24:39 | 24:39 | 27:28 | 38:13 | 38:13 | 13:34 | 10:02 |
 | Fluffy Hat | 24 | 75.00% | 66.7 | 25.00% | 0.00% | +8.33% | +8.33% | 0.00% | 11:27 | -01:29 | 08:32 | 12:19 | 13:44 | 18:33 | 05:12 | 03:51 |
 | Ring of Protection | 4 | 12.50% | 63.6 | 50.00% | +28.57% | +50.00% | -50.00% | -8.93% | 23:01 | 13:27 | 13:27 | 15:46 | 24:39 | 38:13 | 11:12 | 08:17 |
 | Boots of Bearing | 1 | 3.13% | 60.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:02 | 53:02 | 53:02 | 53:02 | 53:02 | 53:02 | 00:00 | 00:00 |
 | Crown | 1 | 3.13% | 57.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 3.13% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 3.13% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 3.13% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 00:00 | 00:00 |
 | Null Talisman | 1 | 3.13% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 00:00 | 00:00 |
 | Force Staff | 13 | 40.63% | 42.4 | 23.08% | -3.24% | +10.25% | -23.08% | -5.40% | 26:16 | 20:16 | 21:57 | 24:09 | 28:07 | 39:49 | 06:10 | 04:34 |
 | Vladmir's Offering | 2 | 6.25% | 39.4 | 50.00% | +26.67% | +50.00% | 0.00% | 0.00% | 31:26 | 24:39 | 24:39 | 38:13 | 38:13 | 38:13 | 13:34 | 10:02 |
 | Blink Dagger | 3 | 9.38% | 36.4 | 33.33% | +9.19% | -33.33% | 0.00% | 0.00% | 36:48 | 26:41 | 26:41 | 37:28 | 46:15 | 46:15 | 19:34 | 14:29 |
 | Ghost Scepter | 5 | 15.63% | 33.3 | 20.00% | -5.93% | -20.00% | -20.00% | 0.00% | 29:15 | 20:44 | 20:44 | 28:49 | 34:20 | 36:48 | 13:36 | 10:04 |
 | Glimmer Cape | 8 | 25.00% | 30.3 | 12.50% | -16.67% | +37.50% | -12.50% | -3.55% | 31:46 | 18:48 | 25:41 | 27:23 | 39:45 | 44:01 | 14:04 | 10:25 |
 | Aether Lens | 2 | 6.25% | 27.3 | 0.00% | -26.67% | 0.00% | 0.00% | 0.00% | 29:30 | 27:50 | 27:50 | 31:10 | 31:10 | 31:10 | 03:20 | 02:28 |
 | Blight Stone | 3 | 9.38% | 24.2 | 0.00% | -27.59% | 0.00% | 0.00% | 0.00% | 25:51 | 17:10 | 17:10 | 24:14 | 36:09 | 36:09 | 18:59 | 14:03 |
 | Medallion of Courage | 3 | 9.38% | 21.2 | 0.00% | -27.59% | 0.00% | 0.00% | 0.00% | 26:31 | 19:02 | 19:02 | 24:14 | 36:16 | 36:16 | 17:14 | 12:45 |
 | Aeon Disk | 1 | 3.13% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 3.13% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 00:00 | 00:00 |
 | Chainmail | 3 | 9.38% | 12.1 | 0.00% | -27.59% | 0.00% | 0.00% | 0.00% | 25:55 | 18:42 | 18:42 | 24:14 | 34:49 | 34:49 | 16:07 | 11:56 |
 | Void Stone | 2 | 6.25% | 9.1 | 0.00% | -26.67% | 0.00% | 0.00% | 0.00% | 29:12 | 27:33 | 27:33 | 30:51 | 30:51 | 30:51 | 03:18 | 02:26 |
 | Wraith Pact | 1 | 3.13% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 00:00 | 00:00 |
 | Soul Ring | 1 | 3.13% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 00:00 | 00:00 |