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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 | |
 | Drum of Endurance | 5 | 20.00% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 31:05 | 29:44 | 29:44 | 30:56 | 31:08 | 33:39 | 01:24 | 01:02 |
 | Force Staff | 11 | 44.00% | 96.2 | 72.73% | +37.02% | +27.27% | -6.06% | -4.00% | 28:37 | 20:38 | 22:16 | 27:12 | 30:36 | 40:49 | 08:20 | 06:10 |
 | Wind Lace | 13 | 52.00% | 92.3 | 69.23% | +35.90% | -2.56% | -35.90% | -3.83% | 11:23 | 03:48 | 05:35 | 12:26 | 14:17 | 22:51 | 08:42 | 06:26 |
 | Tranquil Boots | 10 | 40.00% | 88.5 | 70.00% | +30.00% | +30.00% | +30.00% | 0.00% | 13:27 | 10:08 | 11:29 | 13:59 | 14:55 | 17:12 | 03:26 | 02:32 |
 | Fluffy Hat | 16 | 64.00% | 84.6 | 62.50% | +29.17% | -12.50% | +37.50% | 7.59% | 18:18 | 06:35 | 11:42 | 16:26 | 18:17 | 40:49 | 06:35 | 04:52 |
 | Boots of Speed | 25 | 100.00% | 80.8 | 52.00% | +52.00% | -18.67% | -2.00% | 4.08% | 08:03 | 03:21 | 06:07 | 08:24 | 10:12 | 11:44 | 04:05 | 03:01 |
 | Magic Stick | 25 | 100.00% | 76.9 | 52.00% | +52.00% | +31.33% | -2.00% | -29.85% | 01:00 | -01:29 | -01:29 | -01:28 | 02:36 | 07:54 | 04:05 | 03:01 |
 | Crown | 5 | 20.00% | 73.1 | 80.00% | +35.00% | -80.00% | +20.00% | 23.35% | 22:21 | 19:27 | 19:27 | 22:47 | 23:44 | 25:29 | 04:17 | 03:10 |
 | Magic Wand | 19 | 76.00% | 69.2 | 52.63% | +2.63% | -12.63% | -32.63% | -3.76% | 13:20 | 05:14 | 10:26 | 13:20 | 15:45 | 19:37 | 05:19 | 03:56 |
 | Aghanim's Shard | 17 | 68.00% | 65.4 | 52.94% | +2.94% | +22.06% | -27.94% | -5.29% | 29:19 | 20:29 | 23:58 | 27:49 | 33:25 | 43:08 | 09:27 | 07:00 |
 | Blight Stone | 2 | 8.00% | 61.5 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 17:40 | 17:33 | 17:33 | 17:47 | 17:47 | 17:47 | 00:14 | 00:10 |
 | Solar Crest | 2 | 8.00% | 57.7 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 24:19 | 23:05 | 23:05 | 25:33 | 25:33 | 25:33 | 02:28 | 01:49 |
 | Medallion of Courage | 2 | 8.00% | 53.8 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 17:40 | 17:33 | 17:33 | 17:47 | 17:47 | 17:47 | 00:14 | 00:10 |
 | Chainmail | 2 | 8.00% | 50.0 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 16:56 | 16:04 | 16:04 | 17:47 | 17:47 | 17:47 | 01:43 | 01:16 |
 | Ring of Basilius | 2 | 8.00% | 46.2 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 16:48 | 14:20 | 14:20 | 19:15 | 19:15 | 19:15 | 04:55 | 03:38 |
 | Helm of Iron Will | 3 | 12.00% | 42.3 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 22:53 | 19:26 | 19:26 | 23:43 | 25:29 | 25:29 | 06:03 | 04:28 |
 | Helm of the Dominator | 3 | 12.00% | 38.5 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 24:05 | 22:22 | 22:22 | 23:59 | 25:54 | 25:54 | 03:32 | 02:37 |
 | Arcane Boots | 12 | 48.00% | 34.6 | 33.33% | -35.90% | -33.33% | 0.00% | 10.87% | 14:48 | 09:24 | 12:54 | 13:52 | 15:58 | 20:00 | 03:04 | 02:16 |
 | Bracer | 1 | 4.00% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 |
 | Bottle | 1 | 4.00% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 4.00% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 8.00% | 19.2 | 50.00% | -2.17% | +50.00% | 0.00% | 0.00% | 27:05 | 26:58 | 26:58 | 27:11 | 27:11 | 27:11 | 00:13 | 00:09 |
 | Wraith Band | 3 | 12.00% | 15.4 | 33.33% | -21.22% | -33.33% | 0.00% | 0.00% | 30:58 | 29:08 | 29:08 | 31:22 | 32:24 | 32:24 | 03:16 | 02:25 |
 | Ghost Scepter | 3 | 12.00% | 11.5 | 33.33% | -21.22% | +66.67% | 0.00% | 0.00% | 40:07 | 37:06 | 37:06 | 41:33 | 41:43 | 41:43 | 04:37 | 03:25 |
 | Aether Lens | 2 | 8.00% | 7.7 | 0.00% | -56.52% | 0.00% | 0.00% | 0.00% | 25:45 | 25:09 | 25:09 | 26:21 | 26:21 | 26:21 | 01:12 | 00:53 |
 | Void Stone | 2 | 8.00% | 3.8 | 0.00% | -56.52% | 0.00% | 0.00% | 0.00% | 24:44 | 23:10 | 23:10 | 26:17 | 26:17 | 26:17 | 03:07 | 02:18 |