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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 | |
 | Void Stone | 4 | 50.00% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:24 | 35:35 | 35:35 | 39:26 | 46:37 | 47:58 | 11:02 | 08:10 |
 | Quelling Blade | 4 | 50.00% | 97.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | -00:20 | -01:29 | -01:29 | -01:29 | -01:29 | 03:08 | 00:00 | 00:00 |
 | Ring of Health | 7 | 87.50% | 95.2 | 85.71% | +85.71% | +14.29% | +14.29% | 0.00% | 26:26 | 04:42 | 05:15 | 35:35 | 39:26 | 47:58 | 34:11 | 25:19 |
 | Wraith Band | 3 | 37.50% | 92.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 02:24 | 01:52 | 01:52 | 02:28 | 02:53 | 02:53 | 01:01 | 00:45 |
 | Boots of Speed | 8 | 100.00% | 90.5 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 03:10 | 01:55 | 01:58 | 02:10 | 04:07 | 06:34 | 02:09 | 01:35 |
 | Refresher Orb | 5 | 62.50% | 88.1 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 43:40 | 35:59 | 35:59 | 46:48 | 46:59 | 47:59 | 11:00 | 08:08 |
 | Aghanim's Shard | 7 | 87.50% | 85.7 | 71.43% | -28.57% | -21.43% | +28.57% | 37.50% | 22:43 | 15:03 | 16:19 | 17:13 | 17:39 | 48:44 | 01:20 | 00:59 |
 | Magic Stick | 7 | 87.50% | 83.3 | 71.43% | -28.57% | -21.43% | +28.57% | 0.00% | 00:51 | -01:29 | -01:29 | -01:29 | -01:29 | 10:42 | 00:00 | 00:00 |
 | Magic Wand | 7 | 87.50% | 81.0 | 71.43% | -28.57% | +28.57% | -21.43% | -13.27% | 05:51 | -01:29 | 03:53 | 06:15 | 07:39 | 10:42 | 03:46 | 02:47 |
 | Power Treads | 7 | 87.50% | 78.6 | 71.43% | -28.57% | +28.57% | -21.43% | -30.61% | 08:21 | 05:54 | 07:11 | 08:43 | 08:49 | 09:45 | 01:38 | 01:12 |
 | Yasha | 6 | 75.00% | 76.2 | 66.67% | -33.33% | -16.67% | -66.67% | -22.90% | 22:06 | 20:00 | 20:16 | 20:45 | 22:27 | 27:29 | 02:11 | 01:37 |
 | Fluffy Hat | 6 | 75.00% | 73.8 | 66.67% | -33.33% | -16.67% | +33.33% | 10.83% | 06:54 | 03:53 | 04:32 | 06:18 | 09:09 | 09:51 | 04:37 | 03:25 |
 | Falcon Blade | 6 | 75.00% | 71.4 | 66.67% | -33.33% | -16.67% | -66.67% | -10.71% | 07:58 | 04:28 | 05:12 | 08:02 | 09:52 | 11:25 | 04:40 | 03:27 |
 | Black King Bar | 6 | 75.00% | 69.0 | 66.67% | -33.33% | -16.67% | -66.67% | -17.14% | 17:40 | 15:42 | 16:02 | 16:17 | 18:57 | 21:28 | 02:55 | 02:09 |
 | Sange | 6 | 75.00% | 66.7 | 66.67% | -33.33% | -16.67% | -66.67% | -26.32% | 23:59 | 18:50 | 23:19 | 23:22 | 25:13 | 28:43 | 01:54 | 01:24 |
 | Assault Cuirass | 2 | 25.00% | 64.3 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 33:54 | 31:42 | 31:42 | 36:06 | 36:06 | 36:06 | 04:24 | 03:15 |
 | Buckler | 2 | 25.00% | 61.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 32:50 | 31:03 | 31:03 | 34:37 | 34:37 | 34:37 | 03:34 | 02:38 |
 | Ring of Protection | 2 | 25.00% | 61.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 32:50 | 31:03 | 31:03 | 34:37 | 34:37 | 34:37 | 03:34 | 02:38 |
 | Kaya and Sange | 2 | 25.00% | 57.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 23:07 | 20:30 | 20:30 | 25:44 | 25:44 | 25:44 | 05:14 | 03:52 |
 | Kaya | 2 | 25.00% | 54.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 21:12 | 19:56 | 19:56 | 22:27 | 22:27 | 22:27 | 02:31 | 01:51 |
 | Manta Style | 2 | 25.00% | 52.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 24:29 | 22:45 | 22:45 | 26:13 | 26:13 | 26:13 | 03:28 | 02:34 |
 | Hood of Defiance | 2 | 25.00% | 50.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 14:42 | 10:30 | 10:30 | 18:54 | 18:54 | 18:54 | 08:24 | 06:13 |
 | Wind Lace | 4 | 50.00% | 47.6 | 75.00% | 0.00% | +25.00% | +25.00% | 0.00% | 07:45 | 02:51 | 02:51 | 09:06 | 09:31 | 09:31 | 06:40 | 04:56 |
 | Morbid Mask | 3 | 37.50% | 45.2 | 66.67% | -13.33% | +33.33% | 0.00% | -2.02% | 32:25 | 24:22 | 24:22 | 31:59 | 40:54 | 40:54 | 16:32 | 12:14 |
 | Satanic | 3 | 37.50% | 42.9 | 66.67% | -13.33% | +33.33% | 0.00% | -2.98% | 34:25 | 29:58 | 29:58 | 32:09 | 41:08 | 41:08 | 11:10 | 08:16 |
 | Eye of Skadi | 3 | 37.50% | 40.5 | 66.67% | -13.33% | +33.33% | 0.00% | -4.76% | 34:00 | 30:17 | 30:17 | 34:26 | 37:17 | 37:17 | 07:00 | 05:11 |
 | Sange and Yasha | 4 | 50.00% | 38.1 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 25:09 | 23:19 | 23:19 | 23:42 | 24:38 | 28:56 | 01:19 | 00:58 |
 | Swift Blink | 1 | 12.50% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 00:00 | 00:00 |
 | Nullifier | 1 | 12.50% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:13 | 55:13 | 55:13 | 55:13 | 55:13 | 55:13 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 12.50% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:21 | 52:21 | 52:21 | 52:21 | 52:21 | 52:21 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 12.50% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 12.50% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 00:00 | 00:00 |
 | Butterfly | 1 | 12.50% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 12.50% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 12.50% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:01 | 55:01 | 55:01 | 55:01 | 55:01 | 55:01 | 00:00 | 00:00 |
 | Vanguard | 1 | 12.50% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 00:00 | 00:00 |
 | Bloodstone | 1 | 12.50% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 12.50% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Javelin | 1 | 12.50% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 12.50% | 7.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:15 | 13:15 | 13:15 | 13:15 | 13:15 | 13:15 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 25.00% | 4.8 | 50.00% | -33.33% | -50.00% | 0.00% | 0.00% | 42:21 | 39:53 | 39:53 | 44:49 | 44:49 | 44:49 | 04:56 | 03:39 |
 | Divine Rapier | 1 | 12.50% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 00:00 | 00:00 |