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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 | |
 | Vanguard | 4 | 28.57% | 100.0 | 75.00% | +65.00% | +25.00% | +25.00% | 0.00% | 41:12 | 33:47 | 33:47 | 36:08 | 41:28 | 53:26 | 07:41 | 05:41 |
 | Abyssal Blade | 4 | 28.57% | 96.8 | 75.00% | +65.00% | +25.00% | +25.00% | 0.00% | 41:37 | 34:54 | 34:54 | 36:24 | 41:28 | 53:41 | 06:34 | 04:51 |
 | Linken's Sphere | 2 | 14.29% | 93.5 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 29:49 | 27:10 | 27:10 | 32:28 | 32:28 | 32:28 | 05:18 | 03:55 |
 | Monkey King Bar | 2 | 14.29% | 90.3 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 24:45 | 23:24 | 23:24 | 26:05 | 26:05 | 26:05 | 02:41 | 01:59 |
 | Javelin | 2 | 14.29% | 87.1 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 21:52 | 20:49 | 20:49 | 22:55 | 22:55 | 22:55 | 02:06 | 01:33 |
 | Aghanim's Blessing | 2 | 14.29% | 83.9 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 41:45 | 36:12 | 36:12 | 47:17 | 47:17 | 47:17 | 11:05 | 08:12 |
 | Aghanim's Scepter | 3 | 21.43% | 80.6 | 66.67% | +48.49% | -66.67% | 0.00% | 0.00% | 35:33 | 30:49 | 30:49 | 36:12 | 39:37 | 39:37 | 08:48 | 06:31 |
 | Battle Fury | 13 | 92.86% | 77.4 | 30.77% | +30.77% | +35.90% | -30.77% | -20.83% | 15:35 | 12:41 | 13:36 | 15:35 | 16:48 | 18:35 | 03:12 | 02:22 |
 | Void Stone | 13 | 92.86% | 74.2 | 30.77% | +30.77% | -30.77% | -30.77% | 0.00% | 13:59 | 11:18 | 12:47 | 13:30 | 15:21 | 16:46 | 02:34 | 01:54 |
 | Black King Bar | 13 | 92.86% | 71.0 | 30.77% | +30.77% | +35.90% | +2.56% | -6.78% | 22:28 | 17:39 | 19:43 | 21:42 | 24:38 | 30:14 | 04:55 | 03:38 |
 | Ring of Health | 13 | 92.86% | 67.7 | 30.77% | +30.77% | -30.77% | -30.77% | 0.00% | 08:29 | 02:37 | 03:30 | 06:55 | 09:58 | 18:27 | 06:28 | 04:47 |
 | Boots of Speed | 14 | 100.00% | 64.5 | 28.57% | +28.57% | +46.43% | -28.57% | -29.61% | 06:13 | 03:57 | 04:39 | 05:45 | 07:11 | 09:56 | 02:32 | 01:52 |
 | Power Treads | 14 | 100.00% | 61.3 | 28.57% | +28.57% | +46.43% | +4.76% | -17.01% | 08:09 | 04:18 | 06:19 | 07:43 | 08:46 | 17:06 | 02:27 | 01:48 |
 | Quelling Blade | 14 | 100.00% | 58.1 | 28.57% | +28.57% | -3.57% | +4.76% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Skull Basher | 8 | 57.14% | 54.8 | 37.50% | +20.83% | -37.50% | +62.50% | 61.22% | 32:53 | 27:28 | 29:20 | 30:05 | 30:58 | 52:46 | 01:38 | 01:12 |
 | Desolator | 9 | 64.29% | 51.6 | 33.33% | +13.33% | +16.67% | +16.67% | 0.00% | 27:07 | 17:06 | 21:09 | 26:01 | 26:12 | 46:52 | 05:03 | 03:44 |
 | Satanic | 4 | 28.57% | 48.4 | 50.00% | +30.00% | +50.00% | +50.00% | 0.00% | 35:52 | 31:59 | 31:59 | 34:58 | 36:39 | 39:53 | 04:40 | 03:27 |
 | Morbid Mask | 4 | 28.57% | 45.2 | 50.00% | +30.00% | +50.00% | +50.00% | 0.00% | 35:10 | 30:22 | 30:22 | 34:08 | 36:31 | 39:37 | 06:09 | 04:33 |
 | Magic Wand | 11 | 78.57% | 41.9 | 27.27% | -6.06% | +6.06% | -27.27% | -2.80% | 11:21 | 02:11 | 03:07 | 11:23 | 15:02 | 34:32 | 11:55 | 08:49 |
 | Blight Stone | 11 | 78.57% | 38.7 | 27.27% | -6.06% | -27.27% | +6.06% | 2.06% | 12:17 | -01:29 | 01:05 | 02:28 | 17:15 | 46:52 | 16:10 | 11:58 |
 | Mage Slayer | 1 | 7.14% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 00:00 | 00:00 |
 | Magic Stick | 12 | 85.71% | 32.3 | 25.00% | -25.00% | +8.33% | -25.00% | 0.00% | -00:49 | -01:29 | -01:29 | -01:29 | -01:29 | 03:32 | 00:00 | 00:00 |
 | Wraith Band | 2 | 14.29% | 29.0 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 02:09 | 01:40 | 01:40 | 02:38 | 02:38 | 02:38 | 00:58 | 00:42 |
 | Orb of Venom | 4 | 28.57% | 25.8 | 25.00% | -5.00% | +75.00% | -25.00% | 0.00% | 02:32 | 01:51 | 01:51 | 01:53 | 02:18 | 04:04 | 00:27 | 00:20 |
 | Aghanim's Shard | 8 | 57.14% | 22.6 | 12.50% | -37.50% | -12.50% | +37.50% | 5.19% | 28:02 | 19:34 | 22:15 | 26:14 | 31:53 | 40:57 | 09:38 | 07:08 |
 | Wind Lace | 1 | 7.14% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:34 | 15:34 | 15:34 | 15:34 | 15:34 | 15:34 | 00:00 | 00:00 |
 | Nullifier | 1 | 7.14% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:47 | 43:47 | 43:47 | 43:47 | 43:47 | 43:47 | 00:00 | 00:00 |
 | Orb of Corrosion | 3 | 21.43% | 12.9 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 05:00 | 02:21 | 02:21 | 04:23 | 08:15 | 08:15 | 05:54 | 04:22 |
 | Fluffy Hat | 3 | 21.43% | 9.7 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 03:30 | 01:53 | 01:53 | 03:16 | 05:21 | 05:21 | 03:28 | 02:34 |
 | Refresher Orb | 1 | 7.14% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 7.14% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 00:00 | 00:00 |