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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 | |
 | Drum of Endurance | 2 | 18.18% | 100.0 | 100.00% | +77.78% | 0.00% | 0.00% | 0.00% | 31:24 | 26:57 | 26:57 | 35:50 | 35:50 | 35:50 | 08:53 | 06:34 |
 | Tranquil Boots | 2 | 18.18% | 97.1 | 100.00% | +77.78% | 0.00% | 0.00% | 0.00% | 11:09 | 10:58 | 10:58 | 11:20 | 11:20 | 11:20 | 00:22 | 00:16 |
 | Magic Wand | 10 | 90.91% | 94.3 | 40.00% | +40.00% | -6.67% | +60.00% | 18.18% | 09:02 | 05:55 | 06:52 | 07:34 | 10:32 | 14:14 | 03:40 | 02:42 |
 | Boots of Speed | 11 | 100.00% | 91.4 | 36.36% | +36.36% | -3.03% | -3.03% | 0.00% | 05:01 | 02:41 | 03:28 | 04:10 | 05:58 | 09:27 | 02:30 | 01:51 |
 | Magic Stick | 11 | 100.00% | 88.6 | 36.36% | +36.36% | -36.36% | +30.31% | 14.34% | 05:26 | -01:24 | 01:42 | 05:01 | 06:21 | 13:01 | 04:39 | 03:26 |
 | Aghanim's Shard | 3 | 27.27% | 85.7 | 66.67% | +41.67% | +33.33% | 0.00% | -8.37% | 21:27 | 19:02 | 19:02 | 22:17 | 23:01 | 23:01 | 03:59 | 02:57 |
 | Wind Lace | 4 | 36.36% | 82.9 | 50.00% | +21.43% | +50.00% | +50.00% | 0.00% | 07:13 | 03:48 | 03:48 | 07:07 | 08:17 | 09:41 | 04:29 | 03:19 |
 | Ring of Protection | 4 | 36.36% | 80.0 | 50.00% | +21.43% | -50.00% | +50.00% | 6.56% | 12:57 | -01:29 | -01:29 | 11:57 | 16:44 | 24:36 | 18:13 | 13:29 |
 | Helm of Iron Will | 1 | 9.09% | 77.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 9.09% | 74.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 9.09% | 71.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 9.09% | 68.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Manta Style | 1 | 9.09% | 65.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Vanguard | 1 | 9.09% | 62.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 9.09% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 9.09% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 00:00 | 00:00 |
 | Ring of Health | 1 | 9.09% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Force Staff | 5 | 45.45% | 51.4 | 40.00% | +6.67% | -40.00% | -40.00% | 0.00% | 23:27 | 16:34 | 16:34 | 22:11 | 28:19 | 29:28 | 11:45 | 08:42 |
 | Fluffy Hat | 5 | 45.45% | 48.6 | 40.00% | +6.67% | -40.00% | -40.00% | 0.00% | 18:34 | 11:14 | 11:14 | 17:31 | 23:51 | 26:32 | 12:37 | 09:20 |
 | Power Treads | 6 | 54.55% | 45.7 | 33.33% | -6.67% | +16.67% | +66.67% | 15.87% | 07:40 | 05:34 | 06:00 | 07:05 | 09:09 | 10:35 | 03:09 | 02:20 |
 | Wraith Band | 6 | 54.55% | 42.9 | 33.33% | -6.67% | +66.67% | -33.33% | -100.00% | 02:31 | 01:32 | 01:39 | 01:42 | 01:59 | 06:31 | 00:20 | 00:14 |
 | Black King Bar | 8 | 72.73% | 40.0 | 25.00% | -41.67% | +75.00% | -25.00% | -35.50% | 21:34 | 15:37 | 17:14 | 17:50 | 20:03 | 40:21 | 02:49 | 02:05 |
 | Null Talisman | 2 | 18.18% | 37.1 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 07:13 | 02:58 | 02:58 | 11:28 | 11:28 | 11:28 | 08:30 | 06:17 |
 | Buckler | 2 | 18.18% | 34.3 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 20:40 | 16:44 | 16:44 | 24:36 | 24:36 | 24:36 | 07:52 | 05:49 |
 | Urn of Shadows | 2 | 18.18% | 31.4 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 07:10 | 02:23 | 02:23 | 11:57 | 11:57 | 11:57 | 09:34 | 07:05 |
 | Yasha | 3 | 27.27% | 28.6 | 33.33% | -4.17% | +66.67% | 0.00% | -21.39% | 26:44 | 24:56 | 24:56 | 27:14 | 28:03 | 28:03 | 03:07 | 02:18 |
 | Dragon Lance | 5 | 45.45% | 25.7 | 20.00% | -30.00% | +80.00% | -20.00% | -36.36% | 12:22 | 10:22 | 10:22 | 12:03 | 13:07 | 15:18 | 02:45 | 02:02 |
 | Vladmir's Offering | 1 | 9.09% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 9.09% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:03 | 14:03 | 14:03 | 14:03 | 14:03 | 14:03 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 9.09% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 00:00 | 00:00 |
 | Crown | 1 | 9.09% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:56 | 09:56 | 09:56 | 09:56 | 09:56 | 09:56 | 00:00 | 00:00 |
 | Hurricane Pike | 2 | 18.18% | 11.4 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 29:44 | 29:20 | 29:20 | 30:07 | 30:07 | 30:07 | 00:47 | 00:34 |
 | Ring of Basilius | 1 | 9.09% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:24 | 11:24 | 11:24 | 11:24 | 11:24 | 11:24 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 9.09% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:44 | 16:44 | 16:44 | 16:44 | 16:44 | 16:44 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 9.09% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |