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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 | |
 | Skull Basher | 8 | 50.00% | 100.0 | 87.50% | +50.00% | +12.50% | -37.50% | -6.80% | 26:46 | 19:18 | 21:40 | 27:54 | 29:01 | 31:27 | 07:21 | 05:26 |
 | Chainmail | 16 | 100.00% | 96.8 | 62.50% | +62.50% | -37.50% | -37.50% | 0.00% | 06:08 | 02:51 | 05:00 | 05:37 | 06:17 | 11:45 | 01:17 | 00:57 |
 | Boots of Speed | 16 | 100.00% | 93.5 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | 05:31 | 03:21 | 04:12 | 04:48 | 06:33 | 10:08 | 02:21 | 01:44 |
 | Blight Stone | 16 | 100.00% | 90.3 | 62.50% | +62.50% | -37.50% | +12.50% | 50.00% | 01:09 | -01:30 | -01:29 | -01:29 | -01:28 | 16:16 | 00:01 | 00:00 |
 | Phase Boots | 16 | 100.00% | 87.1 | 62.50% | +62.50% | -12.50% | -37.50% | -12.82% | 07:25 | 05:04 | 05:38 | 06:53 | 07:35 | 12:06 | 01:57 | 01:26 |
 | Aghanim's Shard | 16 | 100.00% | 83.9 | 62.50% | +62.50% | +37.50% | -12.50% | -16.04% | 19:00 | 15:03 | 17:25 | 18:23 | 20:32 | 23:57 | 03:07 | 02:18 |
 | Quelling Blade | 16 | 100.00% | 80.6 | 62.50% | +62.50% | -12.50% | +12.50% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Desolator | 14 | 87.50% | 77.4 | 64.29% | +14.29% | +10.71% | -30.96% | -22.13% | 15:52 | 12:49 | 14:59 | 15:30 | 16:52 | 18:16 | 01:53 | 01:23 |
 | Buckler | 13 | 81.25% | 74.2 | 61.54% | -5.13% | +5.13% | -28.21% | -8.77% | 23:52 | 19:41 | 21:40 | 23:41 | 25:28 | 29:12 | 03:48 | 02:48 |
 | Ring of Protection | 13 | 81.25% | 71.0 | 61.54% | -5.13% | +5.13% | -28.21% | -9.13% | 23:32 | 18:20 | 21:12 | 23:41 | 24:51 | 29:12 | 03:39 | 02:42 |
 | Assault Cuirass | 9 | 56.25% | 67.7 | 66.67% | +9.53% | +33.33% | -66.67% | -22.64% | 25:09 | 21:54 | 23:02 | 25:05 | 27:27 | 27:40 | 04:25 | 03:16 |
 | Wraith Band | 7 | 43.75% | 64.5 | 71.43% | +15.87% | +28.57% | -21.43% | -2.41% | 13:47 | 01:22 | 01:31 | 02:53 | 22:17 | 36:15 | 20:46 | 15:22 |
 | Mask of Madness | 10 | 62.50% | 61.3 | 60.00% | -6.67% | +6.67% | -60.00% | -66.67% | 10:20 | 08:36 | 09:40 | 09:50 | 10:16 | 13:04 | 00:36 | 00:26 |
 | Morbid Mask | 10 | 62.50% | 58.1 | 60.00% | -6.67% | +6.67% | -60.00% | -66.67% | 09:35 | 07:00 | 09:03 | 09:12 | 09:35 | 12:33 | 00:32 | 00:23 |
 | Black King Bar | 6 | 37.50% | 54.8 | 66.67% | +6.67% | +33.33% | -66.67% | -13.99% | 33:42 | 28:28 | 29:12 | 32:08 | 36:21 | 42:37 | 07:09 | 05:17 |
 | Abyssal Blade | 3 | 18.75% | 51.6 | 66.67% | +5.13% | -66.67% | 0.00% | 0.00% | 35:39 | 34:58 | 34:58 | 35:40 | 36:18 | 36:18 | 01:20 | 00:59 |
 | Ring of Health | 3 | 18.75% | 48.4 | 66.67% | +5.13% | +33.33% | 0.00% | 0.00% | 32:46 | 31:03 | 31:03 | 33:34 | 33:42 | 33:42 | 02:39 | 01:57 |
 | Vanguard | 3 | 18.75% | 45.2 | 66.67% | +5.13% | +33.33% | 0.00% | 0.00% | 32:46 | 31:03 | 31:03 | 33:34 | 33:42 | 33:42 | 02:39 | 01:57 |
 | Orb of Venom | 4 | 25.00% | 41.9 | 50.00% | -16.67% | +50.00% | -50.00% | 0.00% | 05:21 | 01:38 | 01:38 | 02:00 | 02:18 | 15:29 | 00:40 | 00:29 |
 | Hand of Midas | 4 | 25.00% | 38.7 | 50.00% | -16.67% | -50.00% | +50.00% | 0.00% | 11:05 | 09:50 | 09:50 | 11:06 | 11:30 | 11:53 | 01:40 | 01:14 |
 | Javelin | 4 | 25.00% | 35.5 | 50.00% | -16.67% | +50.00% | -50.00% | 0.00% | 30:26 | 17:56 | 17:56 | 18:42 | 34:20 | 50:45 | 16:24 | 12:08 |
 | Orb of Corrosion | 4 | 25.00% | 32.3 | 50.00% | -16.67% | +50.00% | -50.00% | 0.00% | 06:32 | 02:47 | 02:47 | 03:13 | 04:15 | 15:53 | 01:28 | 01:05 |
 | Fluffy Hat | 4 | 25.00% | 29.0 | 50.00% | -16.67% | +50.00% | -50.00% | 0.00% | 05:57 | 02:17 | 02:17 | 02:30 | 03:23 | 15:38 | 01:06 | 00:48 |
 | Aghanim's Scepter | 1 | 6.25% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Mjollnir | 1 | 6.25% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 |
 | Maelstrom | 1 | 6.25% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 6.25% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 |
 | Blade Mail | 1 | 6.25% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |
 | Nullifier | 1 | 6.25% | 9.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Wind Lace | 1 | 6.25% | 6.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 12.50% | 3.2 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 36:09 | 21:17 | 21:17 | 51:01 | 51:01 | 51:01 | 29:44 | 22:01 |