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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 | 8 | 50.00% | 100.0 | 75.00% | +50.00% | -25.00% | -25.00% | 0.00% | 19:40 | 16:24 | 17:13 | 18:14 | 19:34 | 27:10 | 02:21 | 01:44 |
 | Aeon Disk | 5 | 31.25% | 97.5 | 80.00% | +43.64% | -80.00% | +20.00% | 13.79% | 35:15 | 29:09 | 29:09 | 33:34 | 36:24 | 47:36 | 07:15 | 05:22 |
 | Magic Stick | 14 | 87.50% | 95.0 | 57.14% | +57.14% | -7.14% | +9.53% | 3.57% | 03:03 | -01:30 | -01:29 | 03:22 | 06:09 | 12:03 | 07:38 | 05:39 |
 | Tranquil Boots | 8 | 50.00% | 92.5 | 62.50% | +25.00% | -12.50% | -12.50% | 0.00% | 06:49 | 04:30 | 04:46 | 05:52 | 06:54 | 11:07 | 02:08 | 01:34 |
 | Boots of Speed | 16 | 100.00% | 90.0 | 50.00% | +50.00% | -25.00% | -25.00% | 0.00% | 05:58 | 04:04 | 04:30 | 05:16 | 06:23 | 10:17 | 01:53 | 01:23 |
 | Boots of Travel | 2 | 12.50% | 87.5 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 38:55 | 28:31 | 28:31 | 49:18 | 49:18 | 49:18 | 20:47 | 15:23 |
 | Magic Wand | 11 | 68.75% | 85.0 | 45.45% | -14.55% | -12.12% | +21.22% | 8.48% | 07:06 | -01:29 | 04:48 | 08:06 | 08:44 | 12:34 | 03:56 | 02:54 |
 | Wind Lace | 11 | 68.75% | 82.5 | 45.45% | -14.55% | +21.22% | -12.12% | -5.22% | 03:41 | -01:29 | -01:29 | -01:28 | 07:52 | 22:51 | 09:21 | 06:55 |
 | Void Stone | 6 | 37.50% | 80.0 | 50.00% | 0.00% | 0.00% | -50.00% | -5.27% | 24:58 | 10:39 | 17:56 | 21:11 | 27:25 | 45:16 | 09:29 | 07:01 |
 | Eul's Scepter of Divinity | 3 | 18.75% | 77.5 | 66.67% | +20.52% | +33.33% | 0.00% | -3.58% | 24:32 | 19:13 | 19:13 | 25:53 | 28:31 | 28:31 | 09:18 | 06:53 |
 | Dagon | 4 | 25.00% | 75.0 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 19:39 | 17:04 | 17:04 | 18:45 | 19:50 | 22:55 | 02:46 | 02:02 |
 | Diadem | 4 | 25.00% | 72.5 | 50.00% | 0.00% | -50.00% | +50.00% | 100.00% | 14:55 | 12:21 | 12:21 | 12:27 | 13:05 | 21:48 | 00:44 | 00:32 |
 | Hood of Defiance | 1 | 6.25% | 70.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 6.25% | 67.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Headdress | 1 | 6.25% | 65.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 00:00 | 00:00 |
 | Bracer | 1 | 6.25% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 6.25% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 6.25% | 57.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 31.25% | 55.0 | 40.00% | -14.55% | +60.00% | -40.00% | -34.48% | 10:40 | 08:33 | 08:33 | 10:17 | 11:27 | 13:32 | 02:54 | 02:08 |
 | Fluffy Hat | 6 | 37.50% | 52.5 | 33.33% | -26.67% | +16.67% | -33.33% | -4.84% | 17:19 | 10:06 | 11:59 | 16:43 | 22:19 | 25:39 | 10:20 | 07:39 |
 | Kaya | 2 | 12.50% | 50.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 24:42 | 23:36 | 23:36 | 25:48 | 25:48 | 25:48 | 02:12 | 01:37 |
 | Bottle | 2 | 12.50% | 47.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 01:46 | 01:22 | 01:22 | 02:09 | 02:09 | 02:09 | 00:47 | 00:34 |
 | Dagon (level 3) | 2 | 12.50% | 45.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 48:30 | 38:10 | 38:10 | 58:50 | 58:50 | 58:50 | 20:40 | 15:18 |
 | Dagon (level 2) | 2 | 12.50% | 42.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 47:30 | 38:10 | 38:10 | 56:50 | 56:50 | 56:50 | 18:40 | 13:49 |
 | Ethereal Blade | 2 | 12.50% | 40.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 34:56 | 34:16 | 34:16 | 35:36 | 35:36 | 35:36 | 01:20 | 00:59 |
 | Aghanim's Shard | 2 | 12.50% | 37.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 20:31 | 19:24 | 19:24 | 21:38 | 21:38 | 21:38 | 02:14 | 01:39 |
 | Crown | 3 | 18.75% | 35.0 | 33.33% | -20.52% | +66.67% | 0.00% | -3.65% | 20:23 | 10:08 | 10:08 | 22:37 | 28:23 | 28:23 | 18:15 | 13:31 |
 | Ghost Scepter | 3 | 18.75% | 32.5 | 33.33% | -20.52% | +66.67% | 0.00% | -3.46% | 38:14 | 31:18 | 31:18 | 32:52 | 50:33 | 50:33 | 19:15 | 14:15 |
 | Ring of Health | 3 | 18.75% | 30.0 | 33.33% | -20.52% | -33.33% | 0.00% | 1.45% | 19:03 | 04:34 | 04:34 | 24:57 | 27:37 | 27:37 | 23:03 | 17:04 |
 | Force Staff | 4 | 25.00% | 27.5 | 25.00% | -33.33% | +75.00% | -25.00% | -10.22% | 29:03 | 20:02 | 20:02 | 22:41 | 29:49 | 43:38 | 09:47 | 07:14 |
 | Quelling Blade | 2 | 12.50% | 25.0 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 05:16 | 00:24 | 00:24 | 10:08 | 10:08 | 10:08 | 09:44 | 07:12 |
 | Wraith Band | 1 | 6.25% | 22.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:55 | 03:55 | 03:55 | 03:55 | 03:55 | 03:55 | 00:00 | 00:00 |
 | Blight Stone | 1 | 6.25% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 |
 | Aether Lens | 1 | 6.25% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 00:00 | 00:00 |
 | Solar Crest | 1 | 6.25% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 6.25% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 6.25% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 |
 | Chainmail | 1 | 6.25% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 12.50% | 5.0 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 45:00 | 40:51 | 40:51 | 49:09 | 49:09 | 49:09 | 08:18 | 06:08 |
 | Vanguard | 1 | 6.25% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:48 | 08:48 | 08:48 | 08:48 | 08:48 | 08:48 | 00:00 | 00:00 |