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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 | 7 | 33.33% | 100.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 20:36 | 15:49 | 19:15 | 21:32 | 22:12 | 22:59 | 02:57 | 02:11 |
 | Tranquil Boots | 11 | 52.38% | 97.2 | 90.91% | +70.91% | +9.09% | -24.24% | -3.35% | 20:14 | 08:40 | 11:19 | 16:45 | 21:16 | 44:49 | 09:57 | 07:22 |
 | Boots of Bearing | 4 | 19.05% | 94.4 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 34:24 | 24:28 | 24:28 | 27:03 | 36:53 | 49:13 | 12:25 | 09:11 |
 | Ring of Protection | 4 | 19.05% | 91.7 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 09:14 | -01:29 | -01:29 | 03:51 | 08:52 | 25:42 | 10:21 | 07:40 |
 | Wind Lace | 17 | 80.95% | 88.9 | 70.59% | +70.59% | -20.59% | +4.41% | 6.05% | 10:10 | 03:12 | 06:36 | 08:01 | 10:44 | 33:04 | 04:08 | 03:03 |
 | Boots of Speed | 20 | 95.24% | 86.1 | 60.00% | +60.00% | 0.00% | 0.00% | 0.00% | 08:31 | 02:48 | 05:38 | 08:01 | 10:43 | 13:22 | 05:05 | 03:45 |
 | Magic Wand | 14 | 66.67% | 83.3 | 64.29% | +21.43% | -14.29% | +2.38% | 1.45% | 15:44 | 08:07 | 09:27 | 13:09 | 20:59 | 33:11 | 11:32 | 08:32 |
 | Soul Ring | 3 | 14.29% | 80.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 07:17 | 04:29 | 04:29 | 07:52 | 09:29 | 09:29 | 05:00 | 03:42 |
 | Magic Stick | 21 | 100.00% | 77.8 | 57.14% | +57.14% | -17.14% | +22.86% | 23.76% | 01:41 | -01:29 | -01:29 | -01:29 | 03:10 | 13:04 | 04:39 | 03:26 |
 | Fluffy Hat | 8 | 38.10% | 75.0 | 62.50% | +8.65% | -12.50% | -12.50% | 0.00% | 19:37 | 09:20 | 11:24 | 20:59 | 24:03 | 30:23 | 12:39 | 09:22 |
 | Void Stone | 6 | 28.57% | 72.2 | 66.67% | +13.34% | -16.67% | +33.33% | 5.18% | 29:33 | 11:05 | 25:47 | 29:05 | 35:26 | 42:11 | 09:39 | 07:08 |
 | Aether Lens | 4 | 19.05% | 69.4 | 75.00% | +22.06% | +25.00% | +25.00% | 0.00% | 35:31 | 29:05 | 29:05 | 33:02 | 37:45 | 42:11 | 08:40 | 06:25 |
 | Chainmail | 2 | 9.52% | 66.7 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 09:42 | 07:03 | 07:03 | 12:21 | 12:21 | 12:21 | 05:18 | 03:55 |
 | Force Staff | 4 | 19.05% | 63.9 | 50.00% | -8.82% | +50.00% | +50.00% | 0.00% | 29:10 | 27:01 | 27:01 | 28:10 | 30:13 | 31:16 | 03:12 | 02:22 |
 | Aeon Disk | 4 | 19.05% | 61.1 | 50.00% | -8.82% | -50.00% | -50.00% | 0.00% | 43:32 | 32:25 | 32:25 | 41:07 | 44:30 | 56:07 | 12:05 | 08:57 |
 | Solar Crest | 1 | 4.76% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 00:00 | 00:00 |
 | Blight Stone | 1 | 4.76% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 4.76% | 52.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 00:00 | 00:00 |
 | Crown | 1 | 4.76% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 00:00 | 00:00 |
 | Holy Locket | 1 | 4.76% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 4.76% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 |
 | Sange | 1 | 4.76% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 4.76% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 4.76% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 00:00 | 00:00 |
 | Headdress | 1 | 4.76% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 4.76% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 00:00 | 00:00 |
 | Buckler | 1 | 4.76% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 4.76% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Bracer | 1 | 4.76% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:58 | 01:58 | 01:58 | 01:58 | 01:58 | 01:58 | 00:00 | 00:00 |
 | Phase Boots | 1 | 4.76% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.76% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 00:00 | 00:00 |
 | Arcane Boots | 8 | 38.10% | 13.9 | 25.00% | -51.92% | -25.00% | +25.00% | 3.23% | 25:15 | 13:13 | 14:00 | 19:27 | 29:30 | 53:04 | 15:30 | 11:28 |
 | Glimmer Cape | 5 | 23.81% | 11.1 | 20.00% | -48.75% | -20.00% | -20.00% | 0.00% | 27:44 | 19:35 | 19:35 | 25:46 | 26:04 | 43:09 | 06:29 | 04:48 |
 | Orb of Venom | 2 | 9.52% | 8.3 | 0.00% | -63.16% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.76% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 4.76% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 00:00 | 00:00 |