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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 | |
 | Glimmer Cape | 26 | 24.07% | 100.0 | 73.08% | +37.71% | +12.63% | -23.08% | -3.03% | 30:10 | 15:37 | 23:01 | 30:20 | 34:49 | 1:01:19 | 11:48 | 08:44 |
 | Blink Dagger | 12 | 11.11% | 96.8 | 75.00% | +34.37% | -8.33% | +25.00% | 1.78% | 35:20 | 20:45 | 22:53 | 32:49 | 41:34 | 1:04:24 | 18:41 | 13:50 |
 | Ghost Scepter | 17 | 15.74% | 93.5 | 64.71% | +24.05% | -14.71% | +10.29% | 3.47% | 36:10 | 17:52 | 30:30 | 35:02 | 37:42 | 55:28 | 07:12 | 05:20 |
 | Flying Courier | 85 | 78.70% | 90.3 | 48.24% | +17.81% | +4.14% | -0.62% | -4.76% | 03:29 | 03:00 | 03:04 | 03:12 | 03:25 | 12:05 | 00:21 | 00:15 |
 | Magic Wand | 64 | 59.26% | 87.1 | 50.00% | +13.64% | +6.25% | 0.00% | -0.93% | 14:20 | 06:26 | 10:39 | 12:54 | 17:23 | 29:05 | 06:44 | 04:59 |
 | Ring of Protection | 28 | 25.93% | 83.9 | 57.14% | +17.14% | +14.29% | 0.00% | -1.80% | 15:04 | 03:53 | 10:15 | 14:15 | 18:11 | 36:34 | 07:56 | 05:52 |
 | Tranquil Boots | 28 | 25.93% | 80.6 | 57.14% | +17.14% | +14.29% | 0.00% | -2.32% | 16:01 | 06:36 | 12:29 | 15:23 | 18:38 | 36:34 | 06:09 | 04:33 |
 | Wind Lace | 35 | 32.41% | 77.4 | 54.29% | +14.56% | +23.49% | -9.85% | -3.38% | 15:02 | 02:58 | 08:18 | 12:54 | 18:09 | 45:19 | 09:51 | 07:17 |
 | Magic Stick | 85 | 78.70% | 74.2 | 47.06% | +12.28% | +0.56% | -23.25% | -4.12% | 10:29 | 01:08 | 07:35 | 10:23 | 13:22 | 22:34 | 05:47 | 04:17 |
 | Ring of Health | 6 | 5.56% | 71.0 | 83.33% | +41.17% | +16.67% | +16.67% | 0.00% | 29:31 | 17:39 | 20:55 | 29:19 | 37:12 | 40:31 | 16:17 | 12:03 |
 | Boots of Speed | 108 | 100.00% | 67.7 | 44.44% | +44.44% | -3.70% | -3.70% | 0.00% | 04:06 | -01:29 | 03:00 | 04:13 | 05:41 | 08:58 | 02:41 | 01:59 |
 | Arcane Boots | 63 | 58.33% | 64.5 | 47.62% | +7.62% | -3.87% | +2.38% | 1.13% | 12:47 | 04:29 | 09:25 | 12:20 | 14:58 | 24:12 | 05:33 | 04:06 |
 | Force Staff | 21 | 19.44% | 61.3 | 57.14% | +15.76% | +22.86% | +22.86% | 0.00% | 30:52 | 18:20 | 24:22 | 30:41 | 36:39 | 43:26 | 12:17 | 09:05 |
 | Urn of Shadows | 21 | 19.44% | 58.1 | 42.86% | -1.97% | +17.14% | -2.86% | -3.26% | 19:08 | 12:24 | 15:32 | 17:34 | 21:40 | 35:55 | 06:08 | 04:32 |
 | Aether Lens | 4 | 3.70% | 54.8 | 75.00% | +31.73% | +25.00% | +25.00% | 0.00% | 30:16 | 23:03 | 23:03 | 23:21 | 32:58 | 41:41 | 09:55 | 07:20 |
 | Aghanim's Scepter | 5 | 4.63% | 51.6 | 60.00% | +16.31% | +40.00% | -60.00% | 0.00% | 42:07 | 31:44 | 31:44 | 39:52 | 42:15 | 57:58 | 10:31 | 07:47 |
 | Bracer | 6 | 5.56% | 48.4 | 50.00% | +5.88% | -50.00% | +50.00% | 13.67% | 19:28 | 10:18 | 12:45 | 17:03 | 20:04 | 38:07 | 07:19 | 05:25 |
 | Drum of Endurance | 3 | 2.78% | 45.2 | 66.67% | +22.86% | +33.33% | 0.00% | 0.00% | 29:03 | 22:57 | 22:57 | 26:05 | 38:07 | 38:07 | 15:10 | 11:14 |
 | Void Stone | 4 | 3.70% | 41.9 | 50.00% | +5.77% | -50.00% | +50.00% | 0.00% | 34:16 | 12:38 | 12:38 | 31:31 | 45:18 | 47:35 | 32:40 | 24:11 |
 | Lotus Orb | 1 | 0.93% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.93% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.93% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.93% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:02 | 44:02 | 44:02 | 44:02 | 44:02 | 44:02 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.93% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 00:00 | 00:00 |
 | Hand of Midas | 5 | 4.63% | 22.6 | 40.00% | -4.66% | -40.00% | +60.00% | 0.00% | 23:31 | 16:59 | 16:59 | 20:35 | 27:39 | 32:29 | 10:40 | 07:54 |
 | Buckler | 2 | 1.85% | 19.4 | 50.00% | +5.66% | -50.00% | 0.00% | 0.00% | 16:13 | 14:07 | 14:07 | 18:19 | 18:19 | 18:19 | 04:12 | 03:06 |
 | Chainmail | 2 | 1.85% | 16.1 | 50.00% | +5.66% | -50.00% | 0.00% | 0.00% | 15:55 | 14:07 | 14:07 | 17:43 | 17:43 | 17:43 | 03:36 | 02:40 |
 | Mekansm | 2 | 1.85% | 12.9 | 50.00% | +5.66% | -50.00% | 0.00% | 0.00% | 19:40 | 15:27 | 15:27 | 23:53 | 23:53 | 23:53 | 08:26 | 06:14 |
 | Headdress | 2 | 1.85% | 9.7 | 50.00% | +5.66% | +50.00% | 0.00% | 0.00% | 13:44 | 12:39 | 12:39 | 14:49 | 14:49 | 14:49 | 02:10 | 01:36 |
 | Eul's Scepter of Divinity | 3 | 2.78% | 6.5 | 33.33% | -11.43% | -33.33% | 0.00% | 0.00% | 38:55 | 21:32 | 21:32 | 46:28 | 48:45 | 48:45 | 27:13 | 20:09 |
 | Null Talisman | 4 | 3.70% | 3.2 | 25.00% | -20.19% | -25.00% | -25.00% | 0.00% | 20:49 | -01:21 | -01:21 | 20:13 | 29:03 | 35:20 | 30:24 | 22:31 |