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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 | |
 | Force Staff | 9 | 50.00% | 100.0 | 44.44% | +33.33% | -44.44% | +55.56% | 45.11% | 23:48 | 20:54 | 21:31 | 22:28 | 23:44 | 30:27 | 02:13 | 01:38 |
 | Fluffy Hat | 10 | 55.56% | 95.5 | 40.00% | +27.50% | -6.67% | +60.00% | 7.63% | 12:38 | 03:59 | 09:15 | 12:39 | 17:59 | 19:51 | 08:44 | 06:28 |
 | Aghanim's Shard | 15 | 83.33% | 90.9 | 33.33% | +33.33% | -8.33% | +16.67% | 3.05% | 29:45 | 20:34 | 26:24 | 29:47 | 34:35 | 36:17 | 08:11 | 06:03 |
 | Boots of Speed | 18 | 100.00% | 86.4 | 27.78% | +27.78% | -27.78% | -2.78% | 8.98% | 07:48 | 02:40 | 06:31 | 07:50 | 09:18 | 11:02 | 02:47 | 02:03 |
 | Magic Stick | 18 | 100.00% | 81.8 | 27.78% | +27.78% | -7.78% | +22.22% | 4.09% | 05:32 | -01:29 | 01:24 | 03:38 | 08:44 | 21:43 | 07:20 | 05:25 |
 | Blight Stone | 4 | 22.22% | 77.3 | 50.00% | +28.57% | +50.00% | +50.00% | 0.00% | 11:34 | -01:29 | -01:29 | -01:29 | 15:21 | 33:53 | 16:50 | 12:28 |
 | Wind Lace | 10 | 55.56% | 72.7 | 30.00% | +5.00% | -30.00% | +20.00% | 2.14% | 14:43 | -01:29 | 01:36 | 14:24 | 25:00 | 33:56 | 23:24 | 17:20 |
 | Magic Wand | 14 | 77.78% | 68.2 | 21.43% | -28.57% | -21.43% | +11.90% | 4.64% | 14:01 | 05:47 | 08:51 | 11:54 | 16:02 | 35:32 | 07:11 | 05:19 |
 | Arcane Boots | 6 | 33.33% | 63.6 | 33.33% | +8.33% | -33.33% | -33.33% | 0.00% | 26:09 | 13:01 | 15:10 | 19:30 | 30:38 | 50:38 | 15:28 | 11:27 |
 | Tranquil Boots | 7 | 38.89% | 59.1 | 28.57% | +1.30% | +21.43% | +21.43% | 0.00% | 21:50 | 12:58 | 13:06 | 19:31 | 26:38 | 37:42 | 13:32 | 10:01 |
 | Chainmail | 2 | 11.11% | 54.5 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 24:37 | 15:20 | 15:20 | 33:53 | 33:53 | 33:53 | 18:33 | 13:44 |
 | Medallion of Courage | 2 | 11.11% | 50.0 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 24:37 | 15:21 | 15:21 | 33:53 | 33:53 | 33:53 | 18:32 | 13:43 |
 | Aeon Disk | 3 | 16.67% | 45.5 | 33.33% | +6.66% | -33.33% | 0.00% | 0.00% | 47:25 | 36:24 | 36:24 | 52:00 | 53:51 | 53:51 | 17:27 | 12:55 |
 | Veil of Discord | 4 | 22.22% | 40.9 | 25.00% | -3.57% | -25.00% | +75.00% | 0.00% | 16:38 | 15:03 | 15:03 | 16:10 | 16:33 | 18:46 | 01:30 | 01:06 |
 | Ring of Basilius | 4 | 22.22% | 36.4 | 25.00% | -3.57% | -25.00% | +75.00% | 0.00% | 11:26 | 08:39 | 08:39 | 10:48 | 12:49 | 13:28 | 04:10 | 03:05 |
 | Crown | 4 | 22.22% | 31.8 | 25.00% | -3.57% | -25.00% | -25.00% | 0.00% | 13:39 | 11:46 | 11:46 | 12:35 | 14:35 | 15:41 | 02:49 | 02:05 |
 | Glimmer Cape | 5 | 27.78% | 27.3 | 20.00% | -10.77% | +80.00% | -20.00% | -9.16% | 29:25 | 19:29 | 19:29 | 29:46 | 30:24 | 42:51 | 10:55 | 08:05 |
 | Ghost Scepter | 6 | 33.33% | 22.7 | 16.67% | -16.66% | -16.67% | +83.33% | 8.62% | 35:40 | 23:11 | 29:45 | 36:22 | 41:21 | 44:34 | 11:36 | 08:35 |
 | Quelling Blade | 1 | 5.56% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:17 | 04:17 | 04:17 | 04:17 | 04:17 | 04:17 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.56% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:13 | 35:13 | 35:13 | 35:13 | 35:13 | 35:13 | 00:00 | 00:00 |
 | Void Stone | 2 | 11.11% | 9.1 | 0.00% | -31.25% | 0.00% | 0.00% | 0.00% | 31:01 | 26:53 | 26:53 | 35:08 | 35:08 | 35:08 | 08:15 | 06:06 |
 | Ring of Health | 2 | 11.11% | 4.5 | 0.00% | -31.25% | 0.00% | 0.00% | 0.00% | 31:00 | 26:51 | 26:51 | 35:08 | 35:08 | 35:08 | 08:17 | 06:08 |