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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 | |
 | Aghanim's Shard | 9 | 28.13% | 100.0 | 100.00% | +73.91% | 0.00% | 0.00% | 0.00% | 28:30 | 21:07 | 22:53 | 25:30 | 31:00 | 40:51 | 08:07 | 06:00 |
 | Butterfly | 7 | 21.88% | 97.6 | 100.00% | +68.00% | 0.00% | 0.00% | 0.00% | 35:01 | 23:34 | 24:36 | 32:16 | 36:26 | 53:50 | 11:50 | 08:45 |
 | Sange | 4 | 12.50% | 95.2 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 25:05 | 18:29 | 18:29 | 19:31 | 21:42 | 40:36 | 03:13 | 02:22 |
 | Sange and Yasha | 4 | 12.50% | 92.9 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 25:11 | 18:29 | 18:29 | 19:57 | 21:42 | 40:36 | 03:13 | 02:22 |
 | Magic Stick | 18 | 56.25% | 90.5 | 61.11% | +32.54% | -1.11% | -11.11% | -0.76% | 06:57 | -01:29 | 00:40 | 01:56 | 13:52 | 21:34 | 13:12 | 09:46 |
 | Magic Wand | 16 | 50.00% | 88.1 | 62.50% | +31.25% | -12.50% | +12.50% | 1.99% | 12:29 | 02:22 | 04:07 | 13:55 | 16:39 | 26:38 | 12:32 | 09:17 |
 | Moon Shard | 3 | 9.38% | 85.7 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 52:14 | 39:55 | 39:55 | 51:39 | 1:05:07 | 1:05:07 | 25:12 | 18:40 |
 | Black King Bar | 11 | 34.38% | 83.3 | 63.64% | +25.54% | +3.03% | +3.03% | 0.00% | 30:37 | 22:42 | 26:18 | 30:09 | 31:39 | 42:50 | 05:21 | 03:57 |
 | Eye of Skadi | 18 | 56.25% | 81.0 | 55.56% | +19.85% | +4.44% | +19.44% | 3.78% | 27:35 | 23:21 | 25:33 | 26:55 | 29:31 | 36:21 | 03:58 | 02:56 |
 | Yasha | 31 | 96.88% | 78.6 | 48.39% | +48.39% | +14.11% | -23.39% | -16.79% | 17:39 | 13:57 | 16:35 | 17:30 | 18:49 | 21:37 | 02:14 | 01:39 |
 | Battle Fury | 32 | 100.00% | 76.2 | 46.88% | +46.88% | +15.62% | -21.88% | -18.91% | 14:22 | 08:29 | 13:18 | 14:33 | 15:17 | 17:32 | 01:59 | 01:28 |
 | Ring of Health | 32 | 100.00% | 73.8 | 46.88% | +46.88% | +15.62% | -21.88% | -10.51% | 05:12 | 02:01 | 03:12 | 04:15 | 06:46 | 15:08 | 03:34 | 02:38 |
 | Void Stone | 32 | 100.00% | 71.4 | 46.88% | +46.88% | -9.38% | +3.12% | 3.81% | 12:55 | 08:29 | 11:12 | 12:56 | 14:29 | 17:32 | 03:17 | 02:25 |
 | Boots of Speed | 32 | 100.00% | 69.0 | 46.88% | +46.88% | -9.38% | -9.38% | 0.00% | 06:10 | 01:37 | 04:24 | 05:58 | 07:08 | 15:08 | 02:44 | 02:01 |
 | Quelling Blade | 32 | 100.00% | 66.7 | 46.88% | +46.88% | +3.12% | -21.88% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Wraith Band | 14 | 43.75% | 64.3 | 57.14% | +18.25% | +17.86% | +9.53% | -2.29% | 03:34 | 01:34 | 01:52 | 02:21 | 05:30 | 09:25 | 03:38 | 02:41 |
 | Power Treads | 31 | 96.88% | 61.9 | 45.16% | -54.84% | -20.16% | +4.84% | 13.51% | 07:57 | 04:59 | 06:28 | 07:19 | 08:19 | 15:37 | 01:51 | 01:22 |
 | Abyssal Blade | 10 | 31.25% | 59.5 | 60.00% | +19.09% | -60.00% | +40.00% | 8.80% | 36:04 | 25:33 | 27:47 | 36:28 | 39:09 | 46:22 | 11:22 | 08:25 |
 | Vanguard | 10 | 31.25% | 57.1 | 60.00% | +19.09% | -26.67% | +40.00% | 4.66% | 33:38 | 19:32 | 24:34 | 36:28 | 38:53 | 46:14 | 14:19 | 10:36 |
 | Skull Basher | 13 | 40.63% | 54.8 | 53.85% | +11.74% | -53.85% | +46.15% | 9.66% | 31:03 | 21:59 | 25:06 | 30:21 | 35:27 | 43:04 | 10:21 | 07:40 |
 | Manta Style | 28 | 87.50% | 52.4 | 42.86% | -32.14% | +14.28% | -28.57% | -19.19% | 20:37 | 17:47 | 19:17 | 19:56 | 21:31 | 26:49 | 02:14 | 01:39 |
 | Monkey King Bar | 3 | 9.38% | 50.0 | 66.67% | +21.84% | +33.33% | 0.00% | 0.00% | 34:51 | 30:45 | 30:45 | 36:00 | 37:49 | 37:49 | 07:04 | 05:14 |
 | Satanic | 3 | 9.38% | 47.6 | 66.67% | +21.84% | +33.33% | 0.00% | 0.00% | 32:57 | 26:25 | 26:25 | 32:18 | 40:08 | 40:08 | 13:43 | 10:09 |
 | Javelin | 3 | 9.38% | 45.2 | 66.67% | +21.84% | +33.33% | 0.00% | 0.00% | 33:39 | 30:34 | 30:34 | 34:42 | 35:41 | 35:41 | 05:07 | 03:47 |
 | Morbid Mask | 3 | 9.38% | 42.9 | 66.67% | +21.84% | +33.33% | 0.00% | 0.00% | 30:11 | 20:53 | 20:53 | 30:04 | 39:36 | 39:36 | 18:43 | 13:51 |
 | Refresher Orb | 1 | 3.13% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 00:00 | 00:00 |
 | Desolator | 1 | 3.13% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.13% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 3.13% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 00:00 | 00:00 |
 | Assault Cuirass | 2 | 6.25% | 31.0 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 32:32 | 31:01 | 31:01 | 34:02 | 34:02 | 34:02 | 03:01 | 02:14 |
 | Aghanim's Scepter | 2 | 6.25% | 28.6 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 44:42 | 27:20 | 27:20 | 1:02:03 | 1:02:03 | 1:02:03 | 34:43 | 25:42 |
 | Buckler | 2 | 6.25% | 26.2 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 30:58 | 30:47 | 30:47 | 31:09 | 31:09 | 31:09 | 00:22 | 00:16 |
 | Blight Stone | 3 | 9.38% | 23.8 | 33.33% | -14.95% | -33.33% | 0.00% | 0.00% | 24:43 | 01:33 | 01:33 | 06:07 | 1:06:28 | 1:06:28 | 1:04:55 | 48:05 |
 | Ring of Protection | 3 | 9.38% | 21.4 | 33.33% | -14.95% | -33.33% | 0.00% | 0.00% | 20:09 | -01:29 | -01:29 | 30:47 | 31:09 | 31:09 | 32:38 | 24:10 |
 | Wind Lace | 3 | 9.38% | 19.0 | 33.33% | -14.95% | -33.33% | 0.00% | 0.00% | 10:41 | 08:23 | 08:23 | 09:44 | 13:56 | 13:56 | 05:33 | 04:06 |
 | Orb of Venom | 4 | 12.50% | 16.7 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 00:57 | 00:43 | 00:43 | 00:48 | 00:52 | 01:25 | 00:09 | 00:06 |
 | Nullifier | 1 | 3.13% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 00:00 | 00:00 |
 | Ethereal Blade | 2 | 6.25% | 11.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 34:50 | 33:50 | 33:50 | 35:50 | 35:50 | 35:50 | 02:00 | 01:28 |
 | Ghost Scepter | 2 | 6.25% | 9.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 32:43 | 31:49 | 31:49 | 33:36 | 33:36 | 33:36 | 01:47 | 01:19 |
 | Orb of Corrosion | 2 | 6.25% | 7.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 05:15 | 02:56 | 02:56 | 07:34 | 07:34 | 07:34 | 04:38 | 03:25 |
 | Fluffy Hat | 2 | 6.25% | 4.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 04:30 | 02:15 | 02:15 | 06:44 | 06:44 | 06:44 | 04:29 | 03:19 |
 | Helm of Iron Will | 1 | 3.13% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 00:00 | 00:00 |