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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 | |
 | Blink Dagger | 7 | 16.67% | 100.0 | 100.00% | +62.86% | 0.00% | 0.00% | 0.00% | 40:16 | 25:30 | 31:26 | 37:01 | 48:22 | 51:36 | 16:56 | 12:32 |
 | Aether Lens | 23 | 54.76% | 96.9 | 60.87% | +29.29% | -10.87% | +5.80% | 2.87% | 22:56 | 15:17 | 19:38 | 22:24 | 25:27 | 33:34 | 05:49 | 04:18 |
 | Void Stone | 24 | 57.14% | 93.8 | 58.33% | +25.00% | +8.34% | -8.33% | -2.60% | 20:18 | 12:16 | 16:56 | 18:05 | 23:21 | 33:18 | 06:25 | 04:45 |
 | Arcane Boots | 24 | 57.14% | 90.6 | 58.33% | +25.00% | +25.00% | -8.33% | -8.26% | 14:02 | 07:59 | 11:21 | 13:24 | 15:23 | 24:54 | 04:02 | 02:59 |
 | Aghanim's Scepter | 8 | 19.05% | 87.5 | 75.00% | +33.82% | -25.00% | -25.00% | 0.00% | 35:51 | 24:55 | 25:19 | 37:01 | 39:02 | 45:07 | 13:43 | 10:09 |
 | Wind Lace | 22 | 52.38% | 84.4 | 54.55% | +14.55% | -4.55% | -14.55% | -1.23% | 12:54 | -01:29 | 06:45 | 12:06 | 14:52 | 36:45 | 08:07 | 06:00 |
 | Boots of Speed | 42 | 100.00% | 81.3 | 47.62% | +47.62% | -2.17% | +2.38% | 1.67% | 06:51 | -01:29 | 06:00 | 07:08 | 08:43 | 10:31 | 02:43 | 02:00 |
 | Magic Stick | 42 | 100.00% | 78.1 | 47.62% | +47.62% | +16.02% | -17.62% | -4.83% | 03:36 | -01:29 | 00:08 | 02:05 | 07:06 | 18:26 | 06:58 | 05:09 |
 | Magic Wand | 37 | 88.10% | 75.0 | 48.65% | +8.65% | +18.02% | -15.32% | -5.17% | 09:00 | 01:20 | 04:49 | 09:44 | 11:16 | 18:40 | 06:27 | 04:46 |
 | Glimmer Cape | 5 | 11.90% | 71.9 | 80.00% | +36.76% | +20.00% | +20.00% | 0.00% | 31:59 | 20:02 | 20:02 | 27:20 | 31:23 | 54:53 | 11:21 | 08:24 |
 | Tranquil Boots | 17 | 40.48% | 68.8 | 52.94% | +8.94% | -27.94% | -2.94% | 2.01% | 18:11 | 07:09 | 10:57 | 19:00 | 23:24 | 36:45 | 12:27 | 09:13 |
 | Force Staff | 12 | 28.57% | 65.6 | 50.00% | +3.33% | -16.67% | +16.67% | 5.88% | 26:15 | 16:14 | 22:53 | 26:06 | 28:33 | 32:29 | 05:40 | 04:11 |
 | Diadem | 2 | 4.76% | 62.5 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 15:17 | 13:06 | 13:06 | 17:28 | 17:28 | 17:28 | 04:22 | 03:14 |
 | Phylactery | 2 | 4.76% | 59.4 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 19:12 | 16:04 | 16:04 | 22:19 | 22:19 | 22:19 | 06:15 | 04:37 |
 | Black King Bar | 2 | 4.76% | 56.3 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 39:05 | 33:56 | 33:56 | 44:14 | 44:14 | 44:14 | 10:18 | 07:37 |
 | Boots of Travel | 2 | 4.76% | 53.1 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 60:38 | 60:17 | 60:17 | 60:59 | 60:59 | 60:59 | 00:42 | 00:31 |
 | Fluffy Hat | 21 | 50.00% | 50.0 | 38.10% | -19.04% | +21.90% | +1.90% | -1.88% | 17:58 | 08:42 | 12:19 | 17:13 | 22:59 | 32:16 | 10:40 | 07:54 |
 | Hood of Defiance | 1 | 2.38% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.38% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:31 | 03:31 | 03:31 | 03:31 | 03:31 | 03:31 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.38% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Ghost Scepter | 5 | 11.90% | 37.5 | 40.00% | -8.65% | +60.00% | -40.00% | -17.54% | 27:20 | 22:24 | 22:24 | 27:02 | 28:06 | 35:11 | 05:42 | 04:13 |
 | Pavise | 2 | 4.76% | 34.4 | 50.00% | +2.50% | -50.00% | 0.00% | 0.00% | 15:17 | 14:54 | 14:54 | 15:39 | 15:39 | 15:39 | 00:45 | 00:33 |
 | Aeon Disk | 2 | 4.76% | 31.3 | 50.00% | +2.50% | +50.00% | 0.00% | 0.00% | 45:15 | 40:35 | 40:35 | 49:54 | 49:54 | 49:54 | 09:19 | 06:54 |
 | Quelling Blade | 4 | 9.52% | 28.1 | 25.00% | -25.00% | +75.00% | -25.00% | -9.88% | 20:04 | 03:30 | 03:30 | 12:20 | 13:37 | 50:49 | 10:07 | 07:29 |
 | Ring of Protection | 4 | 9.52% | 25.0 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 09:14 | -01:29 | -01:29 | 12:14 | 12:34 | 13:38 | 14:03 | 10:24 |
 | Crown | 2 | 4.76% | 21.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 22:33 | 21:10 | 21:10 | 23:56 | 23:56 | 23:56 | 02:46 | 02:02 |
 | Null Talisman | 1 | 2.38% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.38% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 00:00 | 00:00 |
 | Bracer | 1 | 2.38% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.38% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.38% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.38% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:43 | 18:43 | 18:43 | 18:43 | 18:43 | 18:43 | 00:00 | 00:00 |