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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 | |
 | Abyssal Blade | 10 | 41.67% | 100.0 | 80.00% | +44.29% | +20.00% | -30.00% | -4.53% | 35:16 | 29:04 | 31:19 | 33:17 | 42:21 | 44:01 | 11:02 | 08:10 |
 | Vanguard | 10 | 41.67% | 97.6 | 80.00% | +44.29% | -13.33% | -30.00% | -1.40% | 34:45 | 28:58 | 30:16 | 32:39 | 42:08 | 43:56 | 11:52 | 08:47 |
 | Void Stone | 16 | 66.67% | 95.2 | 68.75% | +43.75% | -18.75% | -18.75% | 0.00% | 12:41 | 07:58 | 12:05 | 12:32 | 13:48 | 15:24 | 01:43 | 01:16 |
 | Skull Basher | 17 | 70.83% | 92.9 | 64.71% | +36.14% | +35.29% | -14.71% | -12.55% | 28:35 | 21:27 | 25:24 | 27:23 | 29:23 | 37:18 | 03:59 | 02:57 |
 | Ring of Health | 19 | 79.17% | 90.5 | 63.16% | +43.16% | +16.84% | +16.84% | 0.00% | 09:08 | 02:18 | 02:55 | 06:04 | 08:13 | 33:48 | 05:18 | 03:55 |
 | Javelin | 3 | 12.50% | 88.1 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 31:31 | 09:19 | 09:19 | 39:00 | 46:14 | 46:14 | 36:55 | 27:20 |
 | Black King Bar | 21 | 87.50% | 85.7 | 57.14% | +23.81% | +2.86% | +22.86% | 4.43% | 23:13 | 17:20 | 20:11 | 22:07 | 24:42 | 32:44 | 04:31 | 03:20 |
 | Desolator | 17 | 70.83% | 83.3 | 58.82% | +15.96% | +16.18% | -33.82% | -8.33% | 22:59 | 17:31 | 19:38 | 23:23 | 25:38 | 30:09 | 06:00 | 04:26 |
 | Magic Stick | 17 | 70.83% | 81.0 | 58.82% | +15.96% | -33.82% | +16.18% | 50.00% | 00:11 | -01:30 | -01:29 | -01:29 | 00:59 | 07:15 | 02:28 | 01:49 |
 | Quelling Blade | 24 | 100.00% | 78.6 | 54.17% | +54.17% | +12.50% | -4.17% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 01:31 | 00:00 | 00:00 |
 | Boots of Speed | 24 | 100.00% | 76.2 | 54.17% | +54.17% | -4.17% | -20.84% | -5.32% | 06:17 | 02:28 | 04:40 | 05:57 | 07:48 | 12:06 | 03:08 | 02:19 |
 | Power Treads | 24 | 100.00% | 73.8 | 54.17% | +54.17% | -4.17% | -20.84% | -5.32% | 08:08 | 04:22 | 06:26 | 07:10 | 09:34 | 16:11 | 03:08 | 02:19 |
 | Blight Stone | 23 | 95.83% | 71.4 | 52.17% | -47.83% | -35.50% | +14.50% | 38.96% | 02:31 | -01:29 | -01:29 | 01:12 | 02:46 | 15:06 | 04:15 | 03:08 |
 | Battle Fury | 23 | 95.83% | 69.0 | 52.17% | -47.83% | -2.17% | -35.50% | -23.81% | 14:33 | 11:29 | 13:51 | 14:10 | 15:15 | 18:54 | 01:24 | 01:02 |
 | Magic Wand | 16 | 66.67% | 66.7 | 56.25% | +6.25% | -31.25% | -31.25% | 0.00% | 07:26 | -01:29 | 02:25 | 07:16 | 08:38 | 17:30 | 06:13 | 04:36 |
 | Aghanim's Scepter | 8 | 33.33% | 64.3 | 62.50% | +12.50% | +37.50% | -12.50% | -4.23% | 28:46 | 19:52 | 20:35 | 28:13 | 32:25 | 43:23 | 11:50 | 08:45 |
 | Orb of Corrosion | 8 | 33.33% | 61.9 | 62.50% | +12.50% | +37.50% | -12.50% | -23.08% | 04:06 | 02:00 | 02:19 | 03:41 | 04:29 | 07:34 | 02:10 | 01:36 |
 | Fluffy Hat | 8 | 33.33% | 59.5 | 62.50% | +12.50% | +37.50% | -12.50% | -17.96% | 03:35 | 01:28 | 01:42 | 03:15 | 04:29 | 06:57 | 02:47 | 02:03 |
 | Orb of Venom | 9 | 37.50% | 57.1 | 55.56% | +2.23% | +44.44% | -5.56% | -27.03% | 01:38 | -01:29 | -01:29 | 02:11 | 03:20 | 04:36 | 04:49 | 03:34 |
 | Monkey King Bar | 2 | 8.33% | 54.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:58 | 39:21 | 39:21 | 46:35 | 46:35 | 46:35 | 07:14 | 05:21 |
 | Morbid Mask | 2 | 8.33% | 52.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:39 | 38:13 | 38:13 | 39:05 | 39:05 | 39:05 | 00:52 | 00:38 |
 | Wraith Band | 6 | 25.00% | 50.0 | 50.00% | -5.56% | 0.00% | -50.00% | -21.43% | 10:22 | 01:12 | 01:34 | 02:56 | 03:54 | 49:06 | 02:20 | 01:43 |
 | Aghanim's Blessing | 3 | 12.50% | 47.6 | 66.67% | +14.29% | +33.33% | 0.00% | 0.00% | 41:09 | 38:36 | 38:36 | 41:27 | 43:23 | 43:23 | 04:47 | 03:32 |
 | Manta Style | 3 | 12.50% | 45.2 | 66.67% | +14.29% | +33.33% | 0.00% | 0.00% | 23:41 | 20:04 | 20:04 | 20:14 | 30:46 | 30:46 | 10:42 | 07:55 |
 | Yasha | 3 | 12.50% | 42.9 | 66.67% | +14.29% | +33.33% | 0.00% | 0.00% | 21:04 | 16:26 | 16:26 | 17:25 | 29:21 | 29:21 | 12:55 | 09:34 |
 | Aghanim's Shard | 10 | 41.67% | 40.5 | 30.00% | -41.43% | +36.67% | -30.00% | -7.94% | 30:52 | 22:10 | 24:15 | 29:23 | 32:39 | 48:38 | 08:24 | 06:13 |
 | Assault Cuirass | 1 | 4.17% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 4.17% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 00:00 | 00:00 |
 | Buckler | 1 | 4.17% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:35 | 51:35 | 51:35 | 51:35 | 51:35 | 51:35 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.17% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 00:00 | 00:00 |
 | Satanic | 1 | 4.17% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 4.17% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 00:00 | 00:00 |
 | Maelstrom | 1 | 4.17% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 4.17% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:45 | 46:45 | 46:45 | 46:45 | 46:45 | 46:45 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 4.17% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 4.17% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:34 | 51:34 | 51:34 | 51:34 | 51:34 | 51:34 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 8.33% | 14.3 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 34:46 | 34:09 | 34:09 | 35:22 | 35:22 | 35:22 | 01:13 | 00:54 |
 | Nullifier | 2 | 8.33% | 11.9 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 35:33 | 34:33 | 34:33 | 36:32 | 36:32 | 36:32 | 01:59 | 01:28 |
 | Linken's Sphere | 3 | 12.50% | 9.5 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 40:20 | 34:16 | 34:16 | 36:13 | 50:32 | 50:32 | 16:16 | 12:02 |
 | Divine Rapier | 4 | 16.67% | 7.1 | 25.00% | -35.00% | +75.00% | -25.00% | 0.00% | 42:15 | 33:54 | 33:54 | 38:45 | 40:22 | 55:59 | 06:28 | 04:47 |
 | Cornucopia | 7 | 29.17% | 4.8 | 14.29% | -56.30% | +35.71% | -14.29% | -33.33% | 07:39 | 05:03 | 05:12 | 06:28 | 06:42 | 15:23 | 01:30 | 01:06 |
 | Wind Lace | 2 | 8.33% | 2.4 | 0.00% | -59.09% | 0.00% | 0.00% | 0.00% | 12:17 | 12:13 | 12:13 | 12:21 | 12:21 | 12:21 | 00:08 | 00:05 |