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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 | |
 | Assault Cuirass | 12 | 75.00% | 100.0 | 75.00% | +50.00% | +25.00% | -41.67% | -20.62% | 28:11 | 23:14 | 24:46 | 26:01 | 28:00 | 44:42 | 03:14 | 02:23 |
 | Helm of Iron Will | 16 | 100.00% | 96.8 | 62.50% | +62.50% | +12.50% | +12.50% | 0.00% | 03:17 | 01:57 | 02:38 | 03:05 | 03:32 | 04:54 | 00:54 | 00:40 |
 | Helm of the Overlord | 16 | 100.00% | 93.5 | 62.50% | +62.50% | +37.50% | -37.50% | -38.14% | 15:35 | 13:39 | 14:25 | 15:42 | 16:23 | 17:36 | 01:58 | 01:27 |
 | Ring of Protection | 16 | 100.00% | 90.3 | 62.50% | +62.50% | -12.50% | -37.50% | -3.13% | 05:07 | -01:29 | -01:29 | 07:47 | 09:28 | 17:33 | 10:57 | 08:06 |
 | Morbid Mask | 16 | 100.00% | 87.1 | 62.50% | +62.50% | +37.50% | -37.50% | -52.33% | 12:02 | 10:40 | 11:10 | 11:42 | 12:36 | 13:44 | 01:26 | 01:03 |
 | Crown | 16 | 100.00% | 83.9 | 62.50% | +62.50% | +12.50% | -37.50% | -31.25% | 05:03 | 03:39 | 04:10 | 05:16 | 05:46 | 06:12 | 01:36 | 01:11 |
 | Helm of the Dominator | 16 | 100.00% | 80.6 | 62.50% | +62.50% | +37.50% | -12.50% | -32.97% | 08:30 | 07:09 | 07:37 | 08:30 | 09:08 | 09:35 | 01:31 | 01:07 |
 | Vladmir's Offering | 16 | 100.00% | 77.4 | 62.50% | +62.50% | +37.50% | -62.50% | -47.62% | 13:15 | 11:11 | 12:10 | 13:24 | 14:16 | 14:26 | 02:06 | 01:33 |
 | Buckler | 16 | 100.00% | 74.2 | 62.50% | +62.50% | +37.50% | -12.50% | -26.32% | 09:26 | -01:29 | 09:07 | 09:28 | 11:01 | 13:44 | 01:54 | 01:24 |
 | Ring of Basilius | 16 | 100.00% | 71.0 | 62.50% | +62.50% | +12.50% | -12.50% | -21.13% | 09:54 | 04:53 | 09:08 | 09:56 | 10:19 | 14:16 | 01:11 | 00:52 |
 | Drum of Endurance | 14 | 87.50% | 67.7 | 64.29% | +14.29% | +35.71% | -30.96% | -30.08% | 19:13 | 16:32 | 17:25 | 18:46 | 19:38 | 26:48 | 02:13 | 01:38 |
 | Wind Lace | 14 | 87.50% | 64.5 | 64.29% | +14.29% | +35.71% | +2.38% | -19.61% | 17:50 | 14:47 | 16:31 | 16:58 | 18:13 | 26:48 | 01:42 | 01:15 |
 | Quelling Blade | 15 | 93.75% | 61.3 | 60.00% | -40.00% | -10.00% | +15.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Black King Bar | 6 | 37.50% | 58.1 | 50.00% | -20.00% | 0.00% | -50.00% | -5.06% | 30:25 | 24:16 | 24:44 | 31:27 | 34:37 | 35:40 | 09:53 | 07:19 |
 | Scythe of Vyse | 3 | 18.75% | 54.8 | 66.67% | +5.13% | -66.67% | 0.00% | 0.00% | 33:27 | 30:07 | 30:07 | 34:36 | 35:37 | 35:37 | 05:30 | 04:04 |
 | Aghanim's Scepter | 1 | 6.25% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Void Stone | 5 | 31.25% | 48.4 | 40.00% | -32.73% | -40.00% | +60.00% | 0.00% | 31:27 | 28:26 | 28:26 | 30:01 | 34:36 | 35:12 | 06:10 | 04:34 |
 | Tranquil Boots | 2 | 12.50% | 45.2 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 37:51 | 37:09 | 37:09 | 38:33 | 38:33 | 38:33 | 01:24 | 01:02 |
 | Boots of Bearing | 2 | 12.50% | 41.9 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 38:23 | 37:56 | 37:56 | 38:50 | 38:50 | 38:50 | 00:54 | 00:40 |
 | Magic Stick | 2 | 12.50% | 38.7 | 50.00% | -14.29% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Boots of Speed | 2 | 12.50% | 35.5 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 37:44 | 36:55 | 36:55 | 38:33 | 38:33 | 38:33 | 01:38 | 01:12 |
 | Aghanim's Shard | 5 | 31.25% | 32.3 | 20.00% | -61.82% | -20.00% | -20.00% | 0.00% | 30:19 | 21:06 | 21:06 | 33:11 | 34:48 | 37:06 | 13:42 | 10:08 |
 | Monkey King Bar | 1 | 6.25% | 29.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:12 | 49:12 | 49:12 | 49:12 | 49:12 | 49:12 | 00:00 | 00:00 |
 | Skull Basher | 1 | 6.25% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 00:00 | 00:00 |
 | Blade Mail | 1 | 6.25% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Chainmail | 1 | 6.25% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Orchid Malevolence | 3 | 18.75% | 16.1 | 0.00% | -76.92% | 0.00% | 0.00% | 0.00% | 33:56 | 28:30 | 28:30 | 29:01 | 44:18 | 44:18 | 15:48 | 11:42 |
 | Bloodthorn | 1 | 6.25% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:05 | 52:05 | 52:05 | 52:05 | 52:05 | 52:05 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 6.25% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:59 | 51:59 | 51:59 | 51:59 | 51:59 | 51:59 | 00:00 | 00:00 |
 | Javelin | 1 | 6.25% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 6.25% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:42 | 52:42 | 52:42 | 52:42 | 52:42 | 52:42 | 00:00 | 00:00 |