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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 | |
 | Ring of Health | 6 | 27.27% | 100.0 | 66.67% | +35.42% | +33.33% | +33.33% | 0.00% | 32:13 | 26:28 | 27:59 | 28:31 | 39:19 | 39:52 | 11:20 | 08:23 |
 | Boots of Speed | 22 | 100.00% | 96.9 | 40.91% | +40.91% | +42.42% | -0.91% | -13.90% | 07:51 | 03:48 | 06:33 | 07:44 | 09:40 | 11:22 | 03:07 | 02:18 |
 | Magic Stick | 22 | 100.00% | 93.8 | 40.91% | +40.91% | +9.09% | -0.91% | -0.96% | 04:59 | -01:29 | -00:23 | 02:17 | 10:48 | 13:55 | 11:11 | 08:17 |
 | Magic Wand | 19 | 86.36% | 90.6 | 42.11% | +8.78% | -2.11% | -22.11% | -5.77% | 11:51 | 04:29 | 09:53 | 12:15 | 13:21 | 18:43 | 03:28 | 02:34 |
 | Crown | 7 | 31.82% | 87.5 | 57.14% | +23.81% | -7.14% | -7.14% | 0.00% | 25:50 | 09:39 | 19:30 | 23:36 | 25:07 | 54:54 | 05:37 | 04:09 |
 | Void Stone | 5 | 22.73% | 84.4 | 60.00% | +24.71% | +40.00% | +40.00% | 0.00% | 34:39 | 26:36 | 26:36 | 36:20 | 39:19 | 39:52 | 12:43 | 09:25 |
 | Solar Crest | 5 | 22.73% | 81.3 | 60.00% | +24.71% | +40.00% | -60.00% | -30.61% | 31:53 | 24:39 | 24:39 | 26:19 | 27:55 | 54:56 | 03:16 | 02:25 |
 | Wind Lace | 16 | 72.73% | 78.1 | 37.50% | -12.50% | +37.50% | -37.50% | -6.06% | 13:00 | 04:02 | 05:31 | 10:13 | 17:53 | 32:50 | 12:22 | 09:09 |
 | Force Staff | 9 | 40.91% | 75.0 | 44.44% | +5.98% | +55.56% | -44.44% | -9.54% | 29:31 | 20:05 | 23:42 | 26:15 | 34:11 | 46:08 | 10:29 | 07:45 |
 | Fluffy Hat | 13 | 59.09% | 71.9 | 38.46% | -5.98% | -5.13% | -5.13% | 0.00% | 18:43 | -01:29 | 08:50 | 17:21 | 25:23 | 36:24 | 16:33 | 12:15 |
 | Drum of Endurance | 3 | 13.64% | 68.8 | 66.67% | +29.83% | -66.67% | 0.00% | 0.00% | 28:51 | 22:56 | 22:56 | 30:02 | 33:35 | 33:35 | 10:39 | 07:53 |
 | Arcane Boots | 3 | 13.64% | 65.6 | 66.67% | +29.83% | -66.67% | 0.00% | 0.00% | 18:26 | 11:45 | 11:45 | 16:50 | 26:42 | 26:42 | 14:57 | 11:04 |
 | Blight Stone | 7 | 31.82% | 62.5 | 42.86% | +2.86% | +57.14% | -42.86% | -22.22% | 26:53 | 16:52 | 18:34 | 22:39 | 23:04 | 54:54 | 04:30 | 03:20 |
 | Medallion of Courage | 7 | 31.82% | 59.4 | 42.86% | +2.86% | +57.14% | -42.86% | -17.44% | 27:07 | 16:52 | 18:34 | 23:04 | 24:18 | 54:54 | 05:44 | 04:14 |
 | Chainmail | 7 | 31.82% | 56.3 | 42.86% | +2.86% | +57.14% | -42.86% | -22.06% | 26:50 | 16:52 | 18:34 | 23:04 | 23:06 | 54:54 | 04:32 | 03:21 |
 | Tranquil Boots | 10 | 45.45% | 53.1 | 30.00% | -20.00% | +36.67% | -30.00% | -4.92% | 21:29 | 09:25 | 11:35 | 14:30 | 25:08 | 60:06 | 13:33 | 10:02 |
 | Power Treads | 1 | 4.55% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 4.55% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 4.55% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:35 | 1:01:35 | 1:01:35 | 1:01:35 | 1:01:35 | 1:01:35 | 00:00 | 00:00 |
 | Headdress | 1 | 4.55% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 4.55% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 4.55% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:49 | 07:49 | 07:49 | 07:49 | 07:49 | 07:49 | 00:00 | 00:00 |
 | Glimmer Cape | 5 | 22.73% | 31.3 | 40.00% | -1.18% | +60.00% | -40.00% | -19.80% | 21:28 | 17:27 | 17:27 | 19:48 | 22:30 | 28:08 | 05:03 | 03:44 |
 | Refresher Orb | 2 | 9.09% | 28.1 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 53:03 | 41:46 | 41:46 | 1:04:20 | 1:04:20 | 1:04:20 | 22:34 | 16:42 |
 | Aeon Disk | 2 | 9.09% | 25.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 38:11 | 22:27 | 22:27 | 53:55 | 53:55 | 53:55 | 31:28 | 23:18 |
 | Lotus Orb | 2 | 9.09% | 21.9 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 34:11 | 29:01 | 29:01 | 39:21 | 39:21 | 39:21 | 10:20 | 07:39 |
 | Null Talisman | 2 | 9.09% | 18.8 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 13:48 | 12:39 | 12:39 | 14:57 | 14:57 | 14:57 | 02:18 | 01:42 |
 | Veil of Discord | 2 | 9.09% | 15.6 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 17:28 | 13:28 | 13:28 | 21:28 | 21:28 | 21:28 | 08:00 | 05:55 |
 | Ghost Scepter | 3 | 13.64% | 12.5 | 33.33% | -8.78% | -33.33% | 0.00% | 0.00% | 32:46 | 18:47 | 18:47 | 36:22 | 43:10 | 43:10 | 24:23 | 18:03 |
 | Ring of Basilius | 4 | 18.18% | 9.4 | 25.00% | -19.44% | -25.00% | -25.00% | 0.00% | 09:28 | 05:26 | 05:26 | 06:18 | 11:20 | 14:49 | 05:54 | 04:22 |
 | Aghanim's Scepter | 4 | 18.18% | 6.3 | 25.00% | -19.44% | +75.00% | -25.00% | 0.00% | 46:44 | 32:17 | 32:17 | 37:47 | 43:17 | 1:13:35 | 11:00 | 08:08 |
 | Aghanim's Blessing | 1 | 4.55% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:16:47 | 1:16:47 | 1:16:47 | 1:16:47 | 1:16:47 | 1:16:47 | 00:00 | 00:00 |