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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 | |
 | Monkey King Bar | 1 | 10.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 00:00 | 00:00 |
 | Javelin | 1 | 10.00% | 96.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 00:00 | 00:00 |
 | Ring of Basilius | 5 | 50.00% | 93.5 | 40.00% | +40.00% | -40.00% | +60.00% | 100.00% | 06:16 | 05:51 | 05:51 | 06:13 | 06:16 | 06:57 | 00:25 | 00:18 |
 | Magic Stick | 5 | 50.00% | 90.3 | 40.00% | +40.00% | +60.00% | -40.00% | -100.00% | 02:22 | -01:29 | -01:29 | -01:28 | -01:27 | 17:42 | 00:02 | 00:01 |
 | Blink Dagger | 10 | 100.00% | 87.1 | 20.00% | +20.00% | +13.33% | -20.00% | -17.54% | 19:18 | 13:52 | 19:07 | 19:12 | 21:01 | 22:04 | 01:54 | 01:24 |
 | Black King Bar | 10 | 100.00% | 83.9 | 20.00% | +20.00% | +13.33% | -20.00% | -10.75% | 25:23 | 22:18 | 23:32 | 24:56 | 26:38 | 31:09 | 03:06 | 02:17 |
 | Boots of Speed | 10 | 100.00% | 80.6 | 20.00% | +20.00% | +13.33% | -20.00% | -13.07% | 03:30 | 01:52 | 01:59 | 02:15 | 04:32 | 06:48 | 02:33 | 01:53 |
 | Magic Wand | 10 | 100.00% | 77.4 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 02:50 | -01:29 | -01:29 | -01:28 | 03:11 | 19:41 | 04:40 | 03:27 |
 | Blight Stone | 10 | 100.00% | 74.2 | 20.00% | +20.00% | +13.33% | -20.00% | -9.80% | 11:54 | 02:51 | 10:44 | 11:55 | 14:08 | 16:04 | 03:24 | 02:31 |
 | Dragon Lance | 10 | 100.00% | 71.0 | 20.00% | +20.00% | +46.67% | -20.00% | -66.67% | 10:35 | 09:10 | 10:22 | 10:29 | 11:04 | 11:24 | 00:42 | 00:31 |
 | Desolator | 10 | 100.00% | 67.7 | 20.00% | +20.00% | +46.67% | -20.00% | -32.52% | 16:40 | 14:26 | 15:37 | 16:27 | 17:40 | 19:22 | 02:03 | 01:31 |
 | Power Treads | 10 | 100.00% | 64.5 | 20.00% | +20.00% | +13.33% | -20.00% | -31.74% | 06:02 | 05:00 | 05:33 | 05:43 | 06:36 | 07:27 | 01:03 | 00:46 |
 | Silver Edge | 2 | 20.00% | 61.3 | 50.00% | +37.50% | +50.00% | 0.00% | 0.00% | 29:39 | 27:24 | 27:24 | 31:53 | 31:53 | 31:53 | 04:29 | 03:19 |
 | Shadow Blade | 2 | 20.00% | 58.1 | 50.00% | +37.50% | +50.00% | 0.00% | 0.00% | 29:21 | 27:02 | 27:02 | 31:39 | 31:39 | 31:39 | 04:37 | 03:25 |
 | Linken's Sphere | 2 | 20.00% | 54.8 | 50.00% | +37.50% | +50.00% | 0.00% | 0.00% | 42:11 | 35:54 | 35:54 | 48:28 | 48:28 | 48:28 | 12:34 | 09:18 |
 | Void Stone | 2 | 20.00% | 51.6 | 50.00% | +37.50% | +50.00% | 0.00% | 0.00% | 42:11 | 35:54 | 35:54 | 48:28 | 48:28 | 48:28 | 12:34 | 09:18 |
 | Ring of Health | 2 | 20.00% | 51.6 | 50.00% | +37.50% | +50.00% | 0.00% | 0.00% | 42:11 | 35:54 | 35:54 | 48:28 | 48:28 | 48:28 | 12:34 | 09:18 |
 | Quelling Blade | 4 | 40.00% | 45.2 | 25.00% | +8.33% | +75.00% | -25.00% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:28 | -01:20 | 00:01 | 00:00 |
 | Hurricane Pike | 4 | 40.00% | 41.9 | 25.00% | +8.33% | -25.00% | -25.00% | 0.00% | 29:23 | 24:40 | 24:40 | 29:47 | 30:37 | 32:29 | 05:57 | 04:24 |
 | Force Staff | 5 | 50.00% | 38.7 | 20.00% | 0.00% | -20.00% | -20.00% | 0.00% | 29:39 | 24:19 | 24:19 | 29:56 | 32:18 | 32:33 | 07:59 | 05:54 |
 | Fluffy Hat | 5 | 50.00% | 35.5 | 20.00% | 0.00% | -20.00% | -20.00% | 0.00% | 29:19 | 24:18 | 24:18 | 29:56 | 32:18 | 32:18 | 08:00 | 05:55 |
 | Crystalys | 6 | 60.00% | 32.3 | 16.67% | -8.33% | +33.33% | -16.67% | -11.58% | 27:49 | 24:32 | 25:06 | 27:31 | 29:25 | 32:29 | 04:19 | 03:11 |
 | Aghanim's Shard | 6 | 60.00% | 29.0 | 16.67% | -8.33% | +33.33% | -16.67% | -7.54% | 26:37 | 18:45 | 22:36 | 27:42 | 29:14 | 33:24 | 06:38 | 04:54 |
 | Refresher Orb | 1 | 10.00% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:35 | 1:07:35 | 1:07:35 | 1:07:35 | 1:07:35 | 1:07:35 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 10.00% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:56 | 1:02:56 | 1:02:56 | 1:02:56 | 1:02:56 | 1:02:56 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 10.00% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 00:00 | 00:00 |
 | Daedalus | 3 | 30.00% | 16.1 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 34:32 | 31:27 | 31:27 | 34:00 | 38:08 | 38:08 | 06:41 | 04:57 |
 | Bottle | 1 | 10.00% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:40 | 01:40 | 01:40 | 01:40 | 01:40 | 01:40 | 00:00 | 00:00 |
 | Wind Lace | 1 | 10.00% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:47 | 05:47 | 05:47 | 05:47 | 05:47 | 05:47 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 10.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 00:00 | 00:00 |
 | Swift Blink | 1 | 10.00% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 00:00 | 00:00 |