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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 | |
 | Eye of Skadi | 18 | 45.00% | 100.0 | 55.56% | +41.92% | +4.44% | -5.56% | -1.12% | 30:36 | 22:49 | 26:09 | 27:13 | 35:04 | 45:29 | 08:55 | 06:36 |
 | Abyssal Blade | 22 | 55.00% | 97.4 | 50.00% | +38.89% | -16.67% | -10.00% | 0.97% | 31:53 | 26:09 | 28:20 | 29:29 | 35:13 | 40:33 | 06:53 | 05:05 |
 | Vanguard | 25 | 62.50% | 94.7 | 48.00% | +41.33% | -14.67% | -14.67% | 0.00% | 30:08 | 06:10 | 25:36 | 29:23 | 35:07 | 43:50 | 09:31 | 07:02 |
 | Butterfly | 8 | 20.00% | 92.1 | 62.50% | +37.50% | -12.50% | -12.50% | 0.00% | 36:51 | 28:35 | 30:08 | 33:57 | 40:39 | 50:12 | 10:31 | 07:47 |
 | Skull Basher | 31 | 77.50% | 89.5 | 38.71% | +27.60% | +11.29% | -1.21% | -2.07% | 27:26 | 20:51 | 23:28 | 26:23 | 29:31 | 40:02 | 06:03 | 04:28 |
 | Black King Bar | 18 | 45.00% | 86.8 | 44.44% | +21.71% | -4.44% | +30.56% | 7.09% | 33:12 | 24:41 | 30:48 | 32:48 | 35:44 | 47:21 | 04:56 | 03:39 |
 | Manta Style | 36 | 90.00% | 84.2 | 36.11% | +36.11% | +19.45% | -36.11% | -24.33% | 20:58 | 18:09 | 19:23 | 20:30 | 21:40 | 28:46 | 02:17 | 01:41 |
 | Magic Wand | 16 | 40.00% | 81.6 | 43.75% | +18.75% | +56.25% | -18.75% | -4.23% | 14:01 | 00:33 | 03:58 | 14:50 | 21:41 | 27:17 | 17:43 | 13:07 |
 | Yasha | 39 | 97.50% | 78.9 | 33.33% | +33.33% | +16.67% | -23.33% | -15.09% | 18:13 | 15:33 | 16:28 | 17:53 | 19:07 | 25:17 | 02:39 | 01:57 |
 | Void Stone | 40 | 100.00% | 76.3 | 32.50% | +32.50% | -2.50% | -2.50% | 0.00% | 12:42 | 06:24 | 11:10 | 12:17 | 14:13 | 19:19 | 03:03 | 02:15 |
 | Boots of Speed | 40 | 100.00% | 73.7 | 32.50% | +32.50% | -22.50% | +7.50% | 4.80% | 08:14 | 03:06 | 05:43 | 06:39 | 11:58 | 15:50 | 06:15 | 04:37 |
 | Ring of Health | 40 | 100.00% | 71.1 | 32.50% | +32.50% | -2.50% | -2.50% | 0.00% | 05:05 | 02:34 | 03:27 | 04:04 | 05:56 | 14:10 | 02:29 | 01:50 |
 | Power Treads | 40 | 100.00% | 68.4 | 32.50% | +32.50% | -2.50% | -22.50% | -2.95% | 11:19 | 05:01 | 07:31 | 10:02 | 14:18 | 25:42 | 06:47 | 05:01 |
 | Quelling Blade | 40 | 100.00% | 65.8 | 32.50% | +32.50% | +27.50% | -2.50% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Battle Fury | 40 | 100.00% | 63.2 | 32.50% | +32.50% | +7.50% | -32.50% | -12.50% | 14:06 | 10:19 | 12:22 | 14:06 | 15:34 | 19:24 | 03:12 | 02:22 |
 | Magic Stick | 21 | 52.50% | 60.5 | 38.10% | +11.78% | +1.90% | -18.10% | -1.18% | 08:44 | -01:29 | 00:44 | 03:38 | 17:40 | 27:17 | 16:56 | 12:32 |
 | Buckler | 3 | 7.50% | 57.9 | 66.67% | +36.94% | -66.67% | 0.00% | 0.00% | 36:02 | 26:33 | 26:33 | 36:53 | 44:41 | 44:41 | 18:08 | 13:25 |
 | Assault Cuirass | 3 | 7.50% | 55.3 | 66.67% | +36.94% | -66.67% | 0.00% | 0.00% | 38:42 | 33:59 | 33:59 | 37:11 | 44:56 | 44:56 | 10:57 | 08:06 |
 | Ring of Protection | 3 | 7.50% | 52.6 | 66.67% | +36.94% | -66.67% | 0.00% | 0.00% | 36:02 | 26:33 | 26:33 | 36:53 | 44:41 | 44:41 | 18:08 | 13:25 |
 | Orb of Venom | 7 | 17.50% | 50.0 | 42.86% | +12.56% | +57.14% | -42.86% | -100.00% | 00:14 | -01:30 | -01:29 | 01:18 | 01:34 | 01:42 | 03:03 | 02:15 |
 | Wraith Band | 20 | 50.00% | 47.4 | 25.00% | -15.00% | -25.00% | -25.00% | 0.00% | 04:00 | 01:24 | 02:00 | 02:39 | 03:52 | 15:23 | 01:52 | 01:22 |
 | Satanic | 1 | 2.50% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:55 | 40:55 | 40:55 | 40:55 | 40:55 | 40:55 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.50% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.50% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 2.50% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:41 | 05:41 | 05:41 | 05:41 | 05:41 | 05:41 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.50% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.50% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 00:00 | 00:00 |
 | Moon Shard | 2 | 5.00% | 28.9 | 50.00% | +18.42% | +50.00% | 0.00% | 0.00% | 52:45 | 49:03 | 49:03 | 56:27 | 56:27 | 56:27 | 07:24 | 05:28 |
 | Javelin | 2 | 5.00% | 26.3 | 50.00% | +18.42% | +50.00% | 0.00% | 0.00% | 37:18 | 35:18 | 35:18 | 39:18 | 39:18 | 39:18 | 04:00 | 02:57 |
 | Ghost Scepter | 2 | 5.00% | 23.7 | 50.00% | +18.42% | -50.00% | 0.00% | 0.00% | 28:59 | 18:34 | 18:34 | 39:23 | 39:23 | 39:23 | 20:49 | 15:25 |
 | Monkey King Bar | 2 | 5.00% | 21.1 | 50.00% | +18.42% | +50.00% | 0.00% | 0.00% | 38:16 | 36:20 | 36:20 | 40:12 | 40:12 | 40:12 | 03:52 | 02:51 |
 | Morbid Mask | 2 | 5.00% | 18.4 | 50.00% | +18.42% | +50.00% | 0.00% | 0.00% | 41:03 | 40:39 | 40:39 | 41:26 | 41:26 | 41:26 | 00:47 | 00:34 |
 | Aghanim's Shard | 2 | 5.00% | 15.8 | 50.00% | +18.42% | +50.00% | 0.00% | 0.00% | 46:53 | 44:15 | 44:15 | 49:31 | 49:31 | 49:31 | 05:16 | 03:54 |
 | Sange | 3 | 7.50% | 13.2 | 0.00% | -35.14% | 0.00% | 0.00% | 0.00% | 24:59 | 21:16 | 21:16 | 26:40 | 27:00 | 27:00 | 05:44 | 04:14 |
 | Sange and Yasha | 1 | 2.50% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 5.00% | 7.9 | 0.00% | -34.21% | 0.00% | 0.00% | 0.00% | 29:39 | 28:53 | 28:53 | 30:25 | 30:25 | 30:25 | 01:32 | 01:08 |
 | Wind Lace | 1 | 2.50% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 00:00 | 00:00 |
 | Divine Rapier | 3 | 7.50% | 2.6 | 0.00% | -35.14% | 0.00% | 0.00% | 0.00% | 50:04 | 41:50 | 41:50 | 52:54 | 55:29 | 55:29 | 13:39 | 10:06 |