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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 | |
 | Fluffy Hat | 6 | 54.55% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 03:16 | 02:12 | 02:13 | 02:42 | 03:19 | 06:18 | 01:06 | 00:48 |
 | Orb of Corrosion | 6 | 54.55% | 96.4 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 04:03 | 02:48 | 03:14 | 03:32 | 04:13 | 06:58 | 00:59 | 00:43 |
 | Assault Cuirass | 8 | 72.73% | 92.9 | 87.50% | +87.50% | +12.50% | -37.50% | -15.63% | 24:46 | 18:53 | 22:56 | 23:57 | 26:08 | 29:49 | 03:12 | 02:22 |
 | Buckler | 9 | 81.82% | 89.3 | 77.78% | +77.78% | +22.22% | -27.78% | -6.01% | 22:42 | 15:52 | 17:07 | 22:56 | 25:26 | 29:28 | 08:19 | 06:09 |
 | Ring of Protection | 9 | 81.82% | 85.7 | 77.78% | +77.78% | -27.78% | -27.78% | 0.00% | 19:42 | -01:29 | 15:51 | 20:48 | 24:18 | 29:28 | 08:27 | 06:15 |
 | Orb of Venom | 9 | 81.82% | 82.1 | 77.78% | +77.78% | -27.78% | +22.22% | 25.64% | 02:36 | -01:29 | 01:22 | 01:53 | 03:19 | 06:44 | 01:57 | 01:26 |
 | Blight Stone | 10 | 90.91% | 78.6 | 70.00% | +70.00% | -3.33% | -20.00% | -16.67% | 00:55 | -01:29 | -01:29 | -01:28 | 00:14 | 17:15 | 01:43 | 01:16 |
 | Javelin | 5 | 45.45% | 75.0 | 80.00% | +30.00% | +20.00% | -80.00% | 0.00% | 13:00 | 09:28 | 09:28 | 13:32 | 14:04 | 14:30 | 04:36 | 03:24 |
 | Maelstrom | 5 | 45.45% | 71.4 | 80.00% | +30.00% | +20.00% | -80.00% | 0.00% | 15:13 | 12:33 | 12:33 | 15:45 | 16:08 | 18:11 | 03:35 | 02:39 |
 | Chainmail | 11 | 100.00% | 67.9 | 63.64% | +63.64% | -30.31% | +36.36% | 40.82% | 05:46 | 04:12 | 04:59 | 05:42 | 06:37 | 07:13 | 01:38 | 01:12 |
 | Boots of Speed | 11 | 100.00% | 64.3 | 63.64% | +63.64% | -30.31% | +3.03% | 15.15% | 04:35 | 01:54 | 03:19 | 05:07 | 05:31 | 06:49 | 02:12 | 01:37 |
 | Phase Boots | 11 | 100.00% | 60.7 | 63.64% | +63.64% | -30.31% | +3.03% | 22.48% | 06:34 | 05:16 | 05:45 | 06:32 | 07:14 | 07:42 | 01:29 | 01:05 |
 | Quelling Blade | 11 | 100.00% | 57.1 | 63.64% | +63.64% | +3.03% | +3.03% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Mask of Madness | 10 | 90.91% | 53.6 | 60.00% | -40.00% | -26.67% | -10.00% | 16.67% | 11:08 | 09:18 | 10:44 | 11:33 | 11:41 | 12:10 | 00:57 | 00:42 |
 | Morbid Mask | 10 | 90.91% | 50.0 | 60.00% | -40.00% | -26.67% | +40.00% | 39.61% | 10:30 | 08:47 | 09:43 | 10:15 | 11:24 | 11:39 | 01:41 | 01:14 |
 | Black King Bar | 4 | 36.36% | 46.4 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | 30:04 | 25:56 | 25:56 | 29:53 | 30:57 | 33:29 | 05:01 | 03:42 |
 | Helm of Iron Will | 1 | 9.09% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 00:00 | 00:00 |
 | Mjollnir | 1 | 9.09% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:35 | 18:35 | 18:35 | 18:35 | 18:35 | 18:35 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 9.09% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 9.09% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 00:00 | 00:00 |
 | Nullifier | 1 | 9.09% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Desolator | 5 | 45.45% | 25.0 | 40.00% | -43.33% | +60.00% | -40.00% | 0.00% | 16:46 | 15:02 | 15:02 | 16:37 | 17:35 | 18:11 | 02:33 | 01:53 |
 | Skull Basher | 6 | 54.55% | 21.4 | 33.33% | -66.67% | +16.67% | -33.33% | -16.76% | 25:42 | 22:15 | 22:40 | 22:54 | 25:39 | 36:12 | 02:59 | 02:12 |
 | Wind Lace | 1 | 9.09% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Ring of Health | 2 | 18.18% | 14.3 | 0.00% | -77.78% | 0.00% | 0.00% | 0.00% | 33:25 | 26:33 | 26:33 | 40:17 | 40:17 | 40:17 | 13:44 | 10:10 |
 | Tranquil Boots | 1 | 9.09% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 00:00 | 00:00 |
 | Abyssal Blade | 2 | 18.18% | 7.1 | 0.00% | -77.78% | 0.00% | 0.00% | 0.00% | 35:27 | 30:31 | 30:31 | 40:22 | 40:22 | 40:22 | 09:51 | 07:17 |
 | Vanguard | 2 | 18.18% | 3.6 | 0.00% | -77.78% | 0.00% | 0.00% | 0.00% | 33:26 | 26:34 | 26:34 | 40:17 | 40:17 | 40:17 | 13:43 | 10:09 |