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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 Scepter | 13 | 27.08% | 100.0 | 84.62% | +38.91% | +15.38% | -17.95% | -3.34% | 33:49 | 24:15 | 27:51 | 32:12 | 37:49 | 49:41 | 09:58 | 07:22 |
 | Void Stone | 11 | 22.92% | 96.3 | 81.82% | +33.17% | +18.18% | +18.18% | 0.00% | 35:45 | 22:05 | 24:05 | 32:47 | 38:06 | 56:10 | 14:01 | 10:22 |
 | Blink Dagger | 19 | 39.58% | 92.6 | 73.68% | +28.85% | -13.68% | -13.68% | 0.00% | 30:23 | 17:10 | 20:02 | 27:46 | 38:35 | 50:11 | 18:33 | 13:44 |
 | Magic Stick | 45 | 93.75% | 88.9 | 57.78% | +24.45% | +14.95% | -12.33% | -4.81% | 10:35 | 00:57 | 07:07 | 10:09 | 12:47 | 21:49 | 05:40 | 04:11 |
 | Boots of Speed | 48 | 100.00% | 85.2 | 56.25% | +56.25% | -6.25% | +2.08% | 2.63% | 04:12 | -01:29 | 02:33 | 03:26 | 05:43 | 12:27 | 03:10 | 02:20 |
 | Flying Courier | 38 | 79.17% | 81.5 | 55.26% | -4.74% | +4.74% | +11.41% | 6.67% | 03:36 | 03:00 | 03:06 | 03:14 | 03:55 | 05:44 | 00:49 | 00:36 |
 | Magic Wand | 32 | 66.67% | 77.8 | 56.25% | 0.00% | -6.25% | -18.75% | -2.83% | 14:35 | 07:22 | 11:38 | 13:15 | 16:03 | 28:38 | 04:25 | 03:16 |
 | Wind Lace | 28 | 58.33% | 74.1 | 57.14% | +2.14% | -14.28% | -14.28% | 0.00% | 11:10 | 02:16 | 06:49 | 08:55 | 14:19 | 35:15 | 07:30 | 05:33 |
 | Bracer | 8 | 16.67% | 70.4 | 75.00% | +22.50% | +25.00% | +25.00% | 0.00% | 15:28 | 08:39 | 12:50 | 15:12 | 15:32 | 24:09 | 02:42 | 02:00 |
 | Tranquil Boots | 8 | 16.67% | 66.7 | 75.00% | +22.50% | +25.00% | -25.00% | 0.00% | 15:46 | 05:23 | 06:48 | 13:38 | 18:27 | 35:15 | 11:39 | 08:37 |
 | Arcane Boots | 41 | 85.42% | 63.0 | 51.22% | -34.49% | +18.78% | -11.22% | -6.23% | 13:50 | 07:17 | 11:06 | 12:49 | 15:55 | 25:28 | 04:49 | 03:34 |
 | Medallion of Courage | 3 | 6.25% | 59.3 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 23:15 | 18:24 | 18:24 | 20:10 | 31:10 | 31:10 | 12:46 | 09:27 |
 | Blight Stone | 3 | 6.25% | 55.6 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 22:41 | 18:24 | 18:24 | 19:05 | 30:33 | 30:33 | 12:09 | 09:00 |
 | Refresher Orb | 3 | 6.25% | 51.9 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 52:52 | 50:47 | 50:47 | 51:39 | 56:10 | 56:10 | 05:23 | 03:59 |
 | Chainmail | 3 | 6.25% | 48.1 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 19:17 | 17:40 | 17:40 | 18:23 | 21:47 | 21:47 | 04:07 | 03:02 |
 | Ring of Health | 18 | 37.50% | 44.4 | 55.56% | -1.11% | +4.44% | +44.44% | 2.46% | 33:27 | 17:56 | 24:53 | 31:27 | 41:10 | 56:25 | 16:17 | 12:03 |
 | Drum of Endurance | 7 | 14.58% | 40.7 | 71.43% | +17.77% | +28.57% | -71.43% | 0.00% | 20:10 | 10:52 | 15:34 | 19:13 | 23:31 | 26:54 | 07:57 | 05:53 |
 | Force Staff | 15 | 31.25% | 37.0 | 46.67% | -13.94% | +28.33% | +28.33% | 0.00% | 32:06 | 18:51 | 24:02 | 32:21 | 36:36 | 56:25 | 12:34 | 09:18 |
 | Solar Crest | 2 | 4.17% | 33.3 | 100.00% | +45.65% | 0.00% | 0.00% | 0.00% | 32:03 | 28:06 | 28:06 | 35:59 | 35:59 | 35:59 | 07:53 | 05:50 |
 | Glimmer Cape | 10 | 20.83% | 29.6 | 50.00% | -7.89% | -50.00% | 0.00% | 3.30% | 34:03 | 20:29 | 25:03 | 36:14 | 40:12 | 47:15 | 15:09 | 11:13 |
 | Aether Lens | 5 | 10.42% | 25.9 | 60.00% | +4.19% | +40.00% | -60.00% | 0.00% | 30:18 | 22:39 | 22:39 | 31:31 | 33:53 | 36:33 | 11:14 | 08:19 |
 | Black King Bar | 1 | 2.08% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:15 | 1:11:15 | 1:11:15 | 1:11:15 | 1:11:15 | 1:11:15 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.08% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:44 | 1:04:44 | 1:04:44 | 1:04:44 | 1:04:44 | 1:04:44 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.08% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.08% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.08% | 7.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.08% | 3.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |