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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 | |
 | Black King Bar | 10 | 66.67% | 100.0 | 50.00% | +50.00% | +16.67% | -50.00% | -8.70% | 32:21 | 24:55 | 28:25 | 31:58 | 36:05 | 39:03 | 07:40 | 05:40 |
 | Daedalus | 8 | 53.33% | 97.1 | 50.00% | +35.71% | 0.00% | 0.00% | 0.00% | 35:55 | 32:57 | 33:21 | 34:57 | 36:54 | 40:45 | 03:33 | 02:37 |
 | Dragon Lance | 9 | 60.00% | 94.1 | 44.44% | +27.77% | -44.44% | +55.56% | 37.27% | 11:41 | 09:21 | 10:12 | 11:36 | 12:53 | 13:43 | 02:41 | 01:59 |
 | Eye of Skadi | 9 | 60.00% | 91.2 | 44.44% | +27.77% | +5.56% | -44.44% | -7.52% | 29:15 | 21:34 | 24:17 | 27:56 | 30:56 | 44:02 | 06:39 | 04:55 |
 | Crystalys | 9 | 60.00% | 88.2 | 44.44% | +27.77% | -44.44% | +5.56% | 6.13% | 33:43 | 26:01 | 27:35 | 32:40 | 35:44 | 47:16 | 08:09 | 06:02 |
 | Magic Stick | 10 | 66.67% | 85.3 | 40.00% | +20.00% | +26.67% | -40.00% | -66.67% | 01:44 | -01:29 | -01:29 | -01:29 | 01:35 | 15:47 | 03:04 | 02:16 |
 | Boots of Speed | 15 | 100.00% | 82.4 | 33.33% | +33.33% | -8.33% | +16.67% | 17.05% | 05:31 | 01:59 | 04:28 | 05:22 | 05:56 | 09:47 | 01:28 | 01:05 |
 | Power Treads | 15 | 100.00% | 79.4 | 33.33% | +33.33% | +16.67% | -33.33% | -21.13% | 07:26 | 05:12 | 05:55 | 06:50 | 08:17 | 11:02 | 02:22 | 01:45 |
 | Sange | 3 | 20.00% | 76.5 | 66.67% | +41.67% | -66.67% | 0.00% | 0.00% | 26:39 | 19:50 | 19:50 | 28:50 | 31:16 | 31:16 | 11:26 | 08:28 |
 | Satanic | 3 | 20.00% | 73.5 | 66.67% | +41.67% | -66.67% | 0.00% | 0.00% | 33:34 | 24:02 | 24:02 | 35:55 | 40:45 | 40:45 | 16:43 | 12:22 |
 | Sange and Yasha | 3 | 20.00% | 70.6 | 66.67% | +41.67% | -66.67% | 0.00% | 0.00% | 26:48 | 19:50 | 19:50 | 28:50 | 31:43 | 31:43 | 11:53 | 08:48 |
 | Fluffy Hat | 11 | 73.33% | 67.6 | 36.36% | +11.36% | +30.31% | -3.03% | -7.27% | 09:53 | 01:04 | 02:39 | 07:00 | 07:14 | 37:29 | 04:35 | 03:23 |
 | Aghanim's Shard | 7 | 46.67% | 64.7 | 42.86% | +17.86% | +7.14% | +7.14% | 0.00% | 24:03 | 15:35 | 16:27 | 20:28 | 28:47 | 40:55 | 12:20 | 09:08 |
 | Magic Wand | 12 | 80.00% | 61.8 | 33.33% | 0.00% | 0.00% | +33.34% | 4.55% | 06:24 | -01:29 | 00:50 | 06:21 | 08:10 | 15:47 | 07:20 | 05:25 |
 | Falcon Blade | 8 | 53.33% | 58.8 | 37.50% | +8.93% | -37.50% | +12.50% | 20.41% | 06:01 | 03:54 | 04:47 | 05:22 | 07:14 | 07:42 | 02:27 | 01:48 |
 | Yasha | 14 | 93.33% | 55.9 | 28.57% | -71.43% | -3.57% | +4.76% | 4.72% | 14:27 | 11:04 | 13:27 | 14:23 | 15:13 | 19:35 | 01:46 | 01:18 |
 | Force Staff | 4 | 26.67% | 52.9 | 50.00% | +22.73% | +50.00% | +50.00% | 0.00% | 31:50 | 23:02 | 23:02 | 29:55 | 35:51 | 38:32 | 12:49 | 09:29 |
 | Hurricane Pike | 4 | 26.67% | 50.0 | 50.00% | +22.73% | +50.00% | +50.00% | 0.00% | 32:08 | 23:19 | 23:19 | 30:23 | 35:51 | 39:00 | 12:32 | 09:17 |
 | Morbid Mask | 9 | 60.00% | 47.1 | 33.33% | 0.00% | -33.33% | +16.67% | 17.65% | 12:53 | 04:54 | 06:21 | 08:34 | 09:11 | 40:30 | 02:50 | 02:05 |
 | Blink Dagger | 1 | 6.67% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 00:00 | 00:00 |
 | Swift Blink | 1 | 6.67% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:29 | 47:29 | 47:29 | 47:29 | 47:29 | 47:29 | 00:00 | 00:00 |
 | Butterfly | 1 | 6.67% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 |
 | Quelling Blade | 6 | 40.00% | 35.3 | 33.33% | 0.00% | +16.67% | -33.33% | 0.00% | -01:07 | -01:29 | -01:29 | -01:29 | -01:29 | 00:44 | 00:00 | 00:00 |
 | Wraith Band | 7 | 46.67% | 32.4 | 28.57% | -8.93% | -28.57% | +21.43% | 50.00% | 03:00 | 01:33 | 01:51 | 02:09 | 02:10 | 09:00 | 00:19 | 00:14 |
 | Manta Style | 11 | 73.33% | 29.4 | 18.18% | -56.82% | +15.15% | -18.18% | -18.87% | 18:09 | 15:42 | 17:07 | 18:15 | 18:53 | 20:54 | 01:46 | 01:18 |
 | Ring of Health | 2 | 13.33% | 26.5 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 05:01 | 03:26 | 03:26 | 06:35 | 06:35 | 06:35 | 03:09 | 02:20 |
 | Linken's Sphere | 2 | 13.33% | 23.5 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 19:09 | 19:05 | 19:05 | 19:13 | 19:13 | 19:13 | 00:08 | 00:05 |
 | Void Stone | 2 | 13.33% | 20.6 | 50.00% | +19.23% | -50.00% | 0.00% | 0.00% | 13:34 | 09:38 | 09:38 | 17:30 | 17:30 | 17:30 | 07:52 | 05:49 |
 | Aghanim's Scepter | 6 | 40.00% | 17.6 | 16.67% | -27.77% | +33.33% | -16.67% | 0.00% | 25:29 | 21:59 | 23:40 | 25:47 | 27:18 | 28:11 | 03:38 | 02:41 |
 | Bottle | 1 | 6.67% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:40 | 44:40 | 44:40 | 44:40 | 44:40 | 44:40 | 00:00 | 00:00 |
 | Silver Edge | 1 | 6.67% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:12 | 51:12 | 51:12 | 51:12 | 51:12 | 51:12 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 6.67% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 6.67% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 6.67% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 00:00 | 00:00 |