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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 | |
 | Daedalus | 4 | 33.33% | 100.0 | 100.00% | +87.50% | 0.00% | 0.00% | 0.00% | 32:02 | 27:21 | 27:21 | 30:31 | 33:18 | 36:57 | 05:57 | 04:24 |
 | Crystalys | 5 | 41.67% | 97.6 | 80.00% | +65.71% | +20.00% | -80.00% | -11.21% | 30:47 | 25:20 | 25:20 | 30:25 | 34:15 | 35:55 | 08:55 | 06:36 |
 | Morbid Mask | 6 | 50.00% | 95.2 | 66.67% | +50.00% | -16.67% | -66.67% | -6.80% | 38:43 | 30:26 | 34:52 | 39:13 | 42:13 | 43:41 | 07:21 | 05:26 |
 | Satanic | 6 | 50.00% | 92.9 | 66.67% | +50.00% | -16.67% | +33.33% | 5.63% | 39:26 | 31:33 | 35:06 | 39:28 | 43:59 | 44:20 | 08:53 | 06:34 |
 | Moon Shard | 2 | 16.67% | 90.5 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 49:03 | 48:48 | 48:48 | 49:18 | 49:18 | 49:18 | 00:30 | 00:22 |
 | Fluffy Hat | 2 | 16.67% | 88.1 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 11:23 | 02:35 | 02:35 | 20:11 | 20:11 | 20:11 | 17:36 | 13:02 |
 | Wraith Band | 2 | 16.67% | 85.7 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 01:26 | 01:24 | 01:24 | 01:28 | 01:28 | 01:28 | 00:04 | 00:02 |
 | Sange and Yasha | 4 | 33.33% | 83.3 | 75.00% | +50.00% | -75.00% | +25.00% | 20.27% | 27:23 | 12:21 | 12:21 | 17:00 | 17:17 | 1:02:52 | 04:56 | 03:39 |
 | Sange | 4 | 33.33% | 81.0 | 75.00% | +50.00% | -75.00% | +25.00% | 22.14% | 27:01 | 12:21 | 12:21 | 16:25 | 16:52 | 1:02:24 | 04:31 | 03:20 |
 | Eye of Skadi | 10 | 83.33% | 78.6 | 50.00% | +50.00% | -16.67% | 0.00% | 3.58% | 24:19 | 18:25 | 22:12 | 23:30 | 26:51 | 31:57 | 04:39 | 03:26 |
 | Magic Wand | 11 | 91.67% | 76.2 | 45.45% | +45.45% | +54.55% | +21.22% | -6.01% | 05:26 | -01:29 | 01:48 | 05:17 | 07:21 | 16:54 | 05:33 | 04:06 |
 | Quelling Blade | 12 | 100.00% | 73.8 | 41.67% | +41.67% | +25.00% | -8.34% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Power Treads | 12 | 100.00% | 71.4 | 41.67% | +41.67% | -8.34% | +25.00% | 20.00% | 05:52 | 03:32 | 05:07 | 05:41 | 06:47 | 07:59 | 01:40 | 01:14 |
 | Boots of Speed | 12 | 100.00% | 69.0 | 41.67% | +41.67% | -8.34% | +25.00% | 19.05% | 03:45 | 01:57 | 02:25 | 03:54 | 04:10 | 05:46 | 01:45 | 01:17 |
 | Yasha | 12 | 100.00% | 66.7 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 11:55 | 09:11 | 10:25 | 11:32 | 12:43 | 14:53 | 02:18 | 01:42 |
 | Butterfly | 3 | 25.00% | 64.3 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 29:07 | 27:09 | 27:09 | 27:14 | 32:58 | 32:58 | 05:49 | 04:18 |
 | Ring of Basilius | 3 | 25.00% | 61.9 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 06:48 | 05:45 | 05:45 | 06:49 | 07:51 | 07:51 | 02:06 | 01:33 |
 | Black King Bar | 7 | 58.33% | 59.5 | 42.86% | +2.86% | +57.14% | +7.14% | -22.73% | 26:41 | 21:51 | 25:36 | 26:53 | 27:48 | 30:51 | 02:12 | 01:37 |
 | Manta Style | 8 | 66.67% | 57.1 | 37.50% | -12.50% | +12.50% | -37.50% | -31.91% | 16:37 | 14:46 | 15:25 | 16:18 | 16:59 | 19:04 | 01:34 | 01:09 |
 | Magic Stick | 9 | 75.00% | 54.8 | 33.33% | -33.34% | +16.67% | +66.67% | 50.00% | 01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 16:33 | 00:01 | 00:00 |
 | Dragon Lance | 9 | 75.00% | 52.4 | 33.33% | -33.34% | +16.67% | -33.33% | -6.59% | 15:45 | 10:20 | 10:52 | 15:39 | 18:27 | 24:12 | 07:35 | 05:37 |
 | Aghanim's Shard | 1 | 8.33% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 8.33% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Wind Lace | 1 | 8.33% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 8.33% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:22 | 57:22 | 57:22 | 57:22 | 57:22 | 57:22 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 8.33% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:00 | 03:00 | 03:00 | 03:00 | 03:00 | 03:00 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 8.33% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 00:00 | 00:00 |
 | Skull Basher | 1 | 8.33% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 8.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:22 | 57:22 | 57:22 | 57:22 | 57:22 | 57:22 | 00:00 | 00:00 |
 | Vanguard | 1 | 8.33% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Force Staff | 1 | 8.33% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 |
 | Ring of Health | 2 | 16.67% | 26.2 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 32:41 | 20:55 | 20:55 | 44:26 | 44:26 | 44:26 | 23:31 | 17:25 |
 | Swift Blink | 3 | 25.00% | 23.8 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 44:40 | 38:01 | 38:01 | 38:03 | 57:57 | 57:57 | 19:56 | 14:45 |
 | Blink Dagger | 3 | 25.00% | 21.4 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 44:03 | 37:08 | 37:08 | 37:15 | 57:45 | 57:45 | 20:37 | 15:16 |
 | Monkey King Bar | 4 | 33.33% | 19.0 | 25.00% | -25.00% | -25.00% | +75.00% | 23.35% | 35:04 | 31:25 | 31:25 | 35:12 | 35:42 | 37:57 | 04:17 | 03:10 |
 | Javelin | 4 | 33.33% | 16.7 | 25.00% | -25.00% | -25.00% | +75.00% | 13.51% | 31:43 | 26:40 | 26:40 | 28:34 | 34:04 | 37:35 | 07:24 | 05:28 |
 | Shadow Blade | 1 | 8.33% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 8.33% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 00:00 | 00:00 |
 | Nullifier | 1 | 8.33% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 8.33% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 00:00 | 00:00 |
 | Silver Edge | 1 | 8.33% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Void Stone | 1 | 8.33% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 |