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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 | |
 | Magic Stick | 12 | 44.44% | 100.0 | 75.00% | +28.33% | -41.67% | -8.33% | 33.34% | 00:20 | -01:29 | -01:29 | -01:29 | -01:27 | 18:30 | 00:02 | 00:01 |
 | Blink Dagger | 18 | 66.67% | 97.1 | 66.67% | +22.23% | +13.33% | -41.67% | -7.17% | 25:47 | 17:52 | 21:23 | 24:38 | 29:03 | 36:29 | 07:40 | 05:40 |
 | Helm of the Overlord | 24 | 88.89% | 94.1 | 62.50% | +29.17% | +37.50% | -29.17% | -24.24% | 17:25 | 13:12 | 16:20 | 17:19 | 19:05 | 20:21 | 02:45 | 02:02 |
 | Buckler | 26 | 96.30% | 91.2 | 61.54% | +61.54% | +24.17% | -11.54% | -21.43% | 11:09 | 07:32 | 10:09 | 10:57 | 11:49 | 14:26 | 01:40 | 01:14 |
 | Vladmir's Offering | 26 | 96.30% | 88.2 | 61.54% | +61.54% | +24.17% | +21.79% | -0.93% | 15:00 | 11:09 | 13:42 | 14:41 | 16:15 | 19:41 | 02:33 | 01:53 |
 | Crown | 26 | 96.30% | 85.3 | 61.54% | +61.54% | -4.40% | +5.13% | 4.40% | 05:22 | 03:30 | 04:20 | 05:14 | 06:30 | 08:41 | 02:10 | 01:36 |
 | Helm of the Dominator | 26 | 96.30% | 82.4 | 61.54% | +61.54% | -4.40% | -11.54% | -6.59% | 08:51 | 05:50 | 08:11 | 08:29 | 09:16 | 12:38 | 01:05 | 00:48 |
 | Helm of Iron Will | 26 | 96.30% | 79.4 | 61.54% | +61.54% | -4.40% | +5.13% | 6.08% | 03:34 | 02:00 | 02:50 | 03:09 | 04:24 | 05:46 | 01:34 | 01:09 |
 | Morbid Mask | 26 | 96.30% | 76.5 | 61.54% | +61.54% | +24.17% | +5.13% | -8.59% | 13:34 | 10:41 | 12:13 | 13:17 | 14:26 | 18:41 | 02:13 | 01:38 |
 | Ring of Protection | 27 | 100.00% | 73.5 | 59.26% | +59.26% | -2.12% | -16.40% | -5.83% | 10:04 | -01:29 | 09:14 | 10:35 | 11:41 | 17:21 | 02:27 | 01:48 |
 | Ring of Basilius | 27 | 100.00% | 70.6 | 59.26% | +59.26% | -2.12% | -16.40% | -5.29% | 10:39 | 02:05 | 09:14 | 10:48 | 11:56 | 15:16 | 02:42 | 02:00 |
 | Boots of Speed | 26 | 96.30% | 67.6 | 57.69% | -42.31% | +13.74% | -7.69% | -9.39% | 10:13 | 02:03 | 09:23 | 10:06 | 11:40 | 19:40 | 02:17 | 01:41 |
 | Aghanim's Shard | 18 | 66.67% | 64.7 | 61.11% | +5.55% | +18.89% | -36.11% | -17.65% | 23:51 | 15:38 | 20:20 | 22:18 | 23:27 | 40:37 | 03:07 | 02:18 |
 | Quelling Blade | 25 | 92.59% | 61.8 | 56.00% | -44.00% | +27.33% | -22.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Drum of Endurance | 11 | 40.74% | 58.8 | 63.64% | +7.39% | +36.36% | -63.64% | -29.70% | 22:31 | 16:33 | 18:14 | 20:49 | 21:36 | 34:24 | 03:22 | 02:29 |
 | Magic Wand | 7 | 25.93% | 55.9 | 71.43% | +16.43% | +28.57% | -21.43% | 0.00% | 07:16 | -01:29 | -01:29 | 06:59 | 11:09 | 16:17 | 12:38 | 09:21 |
 | Black King Bar | 14 | 51.85% | 52.9 | 57.14% | -4.40% | -32.14% | +9.53% | 6.07% | 29:44 | 24:32 | 26:12 | 29:12 | 33:04 | 35:58 | 06:52 | 05:05 |
 | Wind Lace | 15 | 55.56% | 50.0 | 53.33% | -13.34% | +21.67% | -28.33% | -9.74% | 20:23 | 07:56 | 16:19 | 18:47 | 21:27 | 34:17 | 05:08 | 03:48 |
 | Ring of Health | 2 | 7.41% | 47.1 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 29:11 | 26:33 | 26:33 | 31:48 | 31:48 | 31:48 | 05:15 | 03:53 |
 | Tranquil Boots | 5 | 18.52% | 44.1 | 60.00% | +0.91% | +40.00% | -60.00% | 0.00% | 32:12 | 27:06 | 27:06 | 32:37 | 34:12 | 37:58 | 07:06 | 05:15 |
 | Boots of Bearing | 3 | 11.11% | 41.2 | 66.67% | +8.34% | +33.33% | 0.00% | 0.00% | 33:31 | 29:57 | 29:57 | 32:37 | 37:58 | 37:58 | 08:01 | 05:56 |
 | Refresher Orb | 1 | 3.70% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.70% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:50 | 26:50 | 26:50 | 26:50 | 26:50 | 26:50 | 00:00 | 00:00 |
 | Soul Ring | 1 | 3.70% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 00:00 | 00:00 |
 | Headdress | 1 | 3.70% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.70% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 3.70% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 7.41% | 20.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 27:08 | 18:28 | 18:28 | 35:47 | 35:47 | 35:47 | 17:19 | 12:49 |
 | Force Staff | 1 | 3.70% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 00:00 | 00:00 |
 | Chainmail | 2 | 7.41% | 14.7 | 0.00% | -64.00% | 0.00% | 0.00% | 0.00% | 13:56 | 06:44 | 06:44 | 21:07 | 21:07 | 21:07 | 14:23 | 10:39 |
 | Bracer | 1 | 3.70% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.70% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:08 | 48:08 | 48:08 | 48:08 | 48:08 | 48:08 | 00:00 | 00:00 |
 | Phase Boots | 2 | 7.41% | 5.9 | 0.00% | -64.00% | 0.00% | 0.00% | 0.00% | 14:55 | 07:37 | 07:37 | 22:12 | 22:12 | 22:12 | 14:35 | 10:48 |
 | Wraith Pact | 1 | 3.70% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 00:00 | 00:00 |