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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 | |
 | Phase Boots | 3 | 30.00% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 08:57 | 07:38 | 07:38 | 08:13 | 11:00 | 11:00 | 03:22 | 02:29 |
 | Ring of Health | 5 | 50.00% | 96.4 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 06:35 | 00:50 | 00:50 | 03:56 | 09:00 | 15:36 | 08:10 | 06:02 |
 | Hood of Defiance | 5 | 50.00% | 92.9 | 80.00% | +40.00% | -80.00% | +20.00% | 11.58% | 12:18 | 07:02 | 07:02 | 13:39 | 15:40 | 16:09 | 08:38 | 06:23 |
 | Chainmail | 5 | 50.00% | 89.3 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 09:26 | 06:37 | 06:37 | 09:50 | 11:52 | 11:57 | 05:15 | 03:53 |
 | Bracer | 5 | 50.00% | 85.7 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | -00:52 | -01:29 | -01:29 | -01:29 | -01:29 | 01:38 | 00:00 | 00:00 |
 | Magic Wand | 7 | 70.00% | 82.1 | 71.43% | +38.10% | +28.57% | -21.43% | -15.96% | 08:46 | 06:15 | 06:37 | 08:11 | 09:45 | 12:29 | 03:08 | 02:19 |
 | Boots of Speed | 10 | 100.00% | 78.6 | 60.00% | +60.00% | -26.67% | -60.00% | -10.58% | 03:50 | -01:29 | 02:24 | 03:53 | 05:33 | 09:42 | 03:09 | 02:20 |
 | Magic Stick | 10 | 100.00% | 75.0 | 60.00% | +60.00% | +6.67% | +40.00% | 5.04% | 03:56 | -01:29 | 01:34 | 03:02 | 08:11 | 08:45 | 06:37 | 04:54 |
 | Vanguard | 2 | 20.00% | 71.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 07:12 | 05:04 | 05:04 | 09:19 | 09:19 | 09:19 | 04:15 | 03:08 |
 | Blink Dagger | 4 | 40.00% | 67.9 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 20:44 | 19:14 | 19:14 | 20:33 | 21:16 | 21:54 | 02:02 | 01:30 |
 | Aghanim's Shard | 7 | 70.00% | 64.3 | 57.14% | -9.53% | -7.14% | +42.86% | 48.39% | 25:48 | 23:21 | 23:35 | 24:19 | 24:37 | 32:24 | 01:02 | 00:45 |
 | Wind Lace | 8 | 80.00% | 60.7 | 50.00% | -50.00% | -50.00% | 0.00% | 6.38% | 08:00 | 02:25 | 02:39 | 04:41 | 10:29 | 19:15 | 07:50 | 05:48 |
 | Force Staff | 3 | 30.00% | 57.1 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 29:37 | 27:44 | 27:44 | 29:14 | 31:52 | 31:52 | 04:08 | 03:03 |
 | Fluffy Hat | 3 | 30.00% | 53.6 | 66.67% | +9.53% | -66.67% | 0.00% | 0.00% | 26:33 | 25:13 | 25:13 | 26:43 | 27:44 | 27:44 | 02:31 | 01:51 |
 | Tranquil Boots | 7 | 70.00% | 50.0 | 42.86% | -57.14% | +7.14% | -42.86% | -7.30% | 08:46 | 03:44 | 03:45 | 05:50 | 10:36 | 19:38 | 06:51 | 05:04 |
 | Void Stone | 4 | 40.00% | 46.4 | 50.00% | -16.67% | -50.00% | +50.00% | 5.61% | 29:51 | 17:46 | 17:46 | 29:01 | 35:35 | 37:00 | 17:49 | 13:11 |
 | Aether Lens | 4 | 40.00% | 42.9 | 50.00% | -16.67% | -50.00% | +50.00% | 5.58% | 30:27 | 17:50 | 17:50 | 31:12 | 35:46 | 37:00 | 17:56 | 13:17 |
 | Crimson Guard | 1 | 10.00% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:46 | 19:46 | 19:46 | 19:46 | 19:46 | 19:46 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 10.00% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 00:00 | 00:00 |
 | Black King Bar | 1 | 10.00% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 10.00% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 10.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 10.00% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 00:00 | 00:00 |
 | Blade Mail | 2 | 20.00% | 17.9 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 16:18 | 14:57 | 14:57 | 17:39 | 17:39 | 17:39 | 02:42 | 02:00 |
 | Urn of Shadows | 2 | 20.00% | 14.3 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 10:06 | 09:49 | 09:49 | 10:23 | 10:23 | 10:23 | 00:34 | 00:25 |
 | Ring of Protection | 2 | 20.00% | 10.7 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 03:08 | -01:29 | -01:29 | 07:45 | 07:45 | 07:45 | 09:14 | 06:50 |
 | Arcane Boots | 1 | 10.00% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 10.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |