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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 | |
 | Butterfly | 9 | 37.50% | 100.0 | 88.89% | +62.22% | +11.11% | +11.11% | 0.00% | 34:40 | 29:52 | 30:42 | 34:13 | 34:42 | 45:28 | 04:00 | 02:57 |
 | Eye of Skadi | 13 | 54.17% | 97.1 | 76.92% | +58.74% | +23.08% | -10.25% | -7.69% | 30:39 | 23:43 | 26:09 | 27:28 | 30:29 | 50:39 | 04:20 | 03:12 |
 | Magic Stick | 14 | 58.33% | 94.3 | 71.43% | +51.43% | +28.57% | -38.10% | -66.67% | 02:12 | -01:29 | -01:29 | -01:29 | 02:05 | 26:10 | 03:34 | 02:38 |
 | Skull Basher | 12 | 50.00% | 91.4 | 66.67% | +33.34% | -33.34% | +33.33% | 8.11% | 34:47 | 25:44 | 28:07 | 33:31 | 36:20 | 52:25 | 08:13 | 06:05 |
 | Diffusal Blade | 3 | 12.50% | 88.6 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 19:19 | 13:39 | 13:39 | 14:51 | 29:26 | 29:26 | 15:47 | 11:41 |
 | Manta Style | 22 | 91.67% | 85.7 | 54.55% | +54.55% | +28.78% | -34.55% | -24.67% | 22:10 | 18:22 | 20:40 | 22:21 | 23:14 | 25:43 | 02:34 | 01:54 |
 | Abyssal Blade | 11 | 45.83% | 82.9 | 63.64% | +25.18% | +3.03% | +3.03% | 0.00% | 38:02 | 27:31 | 34:45 | 37:27 | 40:19 | 53:26 | 05:34 | 04:07 |
 | Aghanim's Scepter | 5 | 20.83% | 80.0 | 80.00% | +37.89% | +20.00% | -80.00% | 0.00% | 30:11 | 22:38 | 22:38 | 25:17 | 28:14 | 50:49 | 05:36 | 04:08 |
 | Yasha | 24 | 100.00% | 77.1 | 50.00% | +50.00% | +16.67% | -16.67% | -13.16% | 19:20 | 15:32 | 17:51 | 19:26 | 20:23 | 23:12 | 02:32 | 01:52 |
 | Quelling Blade | 24 | 100.00% | 74.3 | 50.00% | +50.00% | 0.00% | -16.67% | -16.67% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:24 | 00:01 | 00:00 |
 | Power Treads | 24 | 100.00% | 71.4 | 50.00% | +50.00% | +16.67% | -16.67% | -4.93% | 11:20 | 05:48 | 08:18 | 10:08 | 15:04 | 18:34 | 06:46 | 05:00 |
 | Ring of Health | 24 | 100.00% | 68.6 | 50.00% | +50.00% | -16.67% | +16.67% | 17.86% | 04:21 | 02:06 | 02:43 | 03:20 | 04:35 | 11:50 | 01:52 | 01:22 |
 | Boots of Speed | 24 | 100.00% | 65.7 | 50.00% | +50.00% | +16.67% | -16.67% | -4.81% | 09:43 | 03:44 | 06:20 | 08:26 | 13:16 | 16:50 | 06:56 | 05:08 |
 | Battle Fury | 23 | 95.83% | 62.9 | 47.83% | -52.17% | +18.84% | +2.17% | -8.41% | 15:29 | 12:27 | 14:34 | 15:31 | 16:33 | 19:27 | 01:59 | 01:28 |
 | Void Stone | 23 | 95.83% | 60.0 | 47.83% | -52.17% | +18.84% | +2.17% | -4.83% | 13:59 | 07:53 | 12:27 | 14:34 | 15:54 | 17:26 | 03:27 | 02:33 |
 | Magic Wand | 10 | 41.67% | 57.1 | 60.00% | +17.14% | -26.67% | -10.00% | 0.84% | 13:41 | -01:25 | 03:05 | 13:56 | 22:59 | 28:35 | 19:54 | 14:44 |
 | Black King Bar | 10 | 41.67% | 54.3 | 60.00% | +17.14% | +6.67% | +40.00% | 4.87% | 35:04 | 28:51 | 30:24 | 33:00 | 37:15 | 49:52 | 06:51 | 05:04 |
 | Fluffy Hat | 6 | 25.00% | 51.4 | 66.67% | +22.23% | +33.33% | -66.67% | 0.00% | 09:09 | 02:10 | 03:20 | 06:12 | 18:10 | 18:45 | 14:50 | 10:59 |
 | Orb of Corrosion | 6 | 25.00% | 48.6 | 66.67% | +22.23% | +33.33% | +33.33% | 0.00% | 09:51 | 03:04 | 04:09 | 07:00 | 18:45 | 18:51 | 14:36 | 10:48 |
 | Blight Stone | 6 | 25.00% | 45.7 | 66.67% | +22.23% | +33.33% | +33.33% | 0.00% | 08:26 | 01:10 | 01:27 | 05:32 | 18:02 | 18:10 | 16:35 | 12:17 |
 | Vanguard | 17 | 70.83% | 42.9 | 47.06% | -10.08% | +27.94% | +2.94% | -0.86% | 18:43 | 04:35 | 06:07 | 07:22 | 35:12 | 53:26 | 29:05 | 21:32 |
 | Orb of Venom | 11 | 45.83% | 40.0 | 45.45% | -8.40% | -12.12% | -12.12% | 0.00% | 02:56 | -01:29 | 01:09 | 01:42 | 02:24 | 18:02 | 01:15 | 00:55 |
 | Morbid Mask | 1 | 4.17% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:57 | 28:57 | 28:57 | 28:57 | 28:57 | 28:57 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 4.17% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 |
 | Satanic | 1 | 4.17% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 4.17% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:12 | 58:12 | 58:12 | 58:12 | 58:12 | 58:12 | 00:00 | 00:00 |
 | Wraith Band | 5 | 20.83% | 25.7 | 40.00% | -12.63% | -40.00% | +60.00% | 0.00% | 01:45 | 01:23 | 01:23 | 01:44 | 01:44 | 02:26 | 00:21 | 00:15 |
 | Ring of Protection | 2 | 8.33% | 22.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 50:00 | 44:46 | 44:46 | 55:13 | 55:13 | 55:13 | 10:27 | 07:44 |
 | Aghanim's Blessing | 2 | 8.33% | 20.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 50:41 | 50:32 | 50:32 | 50:49 | 50:49 | 50:49 | 00:17 | 00:12 |
 | Assault Cuirass | 2 | 8.33% | 17.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 51:14 | 45:29 | 45:29 | 56:59 | 56:59 | 56:59 | 11:30 | 08:31 |
 | Buckler | 2 | 8.33% | 14.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 50:00 | 44:46 | 44:46 | 55:13 | 55:13 | 55:13 | 10:27 | 07:44 |
 | Sange | 1 | 4.17% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:02 | 27:02 | 27:02 | 27:02 | 27:02 | 27:02 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 4.17% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 00:00 | 00:00 |
 | Moon Shard | 1 | 4.17% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:35 | 56:35 | 56:35 | 56:35 | 56:35 | 56:35 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 8.33% | 2.9 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 28:29 | 26:15 | 26:15 | 30:43 | 30:43 | 30:43 | 04:28 | 03:18 |