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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 | |
 | Butterfly | 8 | 25.81% | 100.0 | 75.00% | +48.91% | +25.00% | -25.00% | 0.00% | 34:04 | 28:25 | 31:37 | 33:09 | 35:29 | 40:59 | 03:52 | 02:51 |
 | Satanic | 9 | 29.03% | 97.1 | 66.67% | +39.40% | +33.33% | -16.67% | -6.02% | 36:20 | 29:15 | 31:39 | 35:08 | 39:57 | 43:04 | 08:18 | 06:08 |
 | Crystalys | 22 | 70.97% | 94.1 | 50.00% | +38.89% | +16.67% | -10.00% | -10.39% | 24:53 | 20:54 | 23:14 | 23:56 | 25:48 | 32:09 | 02:34 | 01:54 |
 | Shadow Blade | 15 | 48.39% | 91.2 | 53.33% | +28.33% | +21.67% | +21.67% | 0.00% | 25:32 | 18:25 | 21:35 | 25:21 | 27:36 | 37:44 | 06:01 | 04:27 |
 | Silver Edge | 15 | 48.39% | 88.2 | 53.33% | +28.33% | +21.67% | -3.33% | -8.72% | 27:54 | 21:42 | 25:42 | 27:59 | 28:34 | 37:59 | 02:52 | 02:07 |
 | Black King Bar | 28 | 90.32% | 85.3 | 42.86% | +42.86% | 0.00% | -28.57% | -11.43% | 19:10 | 15:18 | 17:37 | 18:57 | 20:07 | 22:53 | 02:30 | 01:51 |
 | Dragon Lance | 30 | 96.77% | 82.4 | 40.00% | +40.00% | +22.50% | -40.00% | -25.00% | 12:46 | 08:36 | 11:38 | 12:56 | 14:08 | 15:45 | 02:30 | 01:51 |
 | Boots of Speed | 31 | 100.00% | 79.4 | 38.71% | +38.71% | -13.71% | -1.21% | 9.26% | 03:15 | 01:45 | 02:28 | 03:06 | 03:49 | 05:32 | 01:21 | 01:00 |
 | Power Treads | 31 | 100.00% | 76.5 | 38.71% | +38.71% | -13.71% | +23.79% | 29.22% | 07:14 | 05:26 | 06:36 | 07:14 | 07:53 | 09:11 | 01:17 | 00:57 |
 | Hurricane Pike | 15 | 48.39% | 73.5 | 46.67% | +15.42% | -21.67% | +3.33% | 2.95% | 27:20 | 20:53 | 22:11 | 24:37 | 30:39 | 47:02 | 08:28 | 06:16 |
 | Force Staff | 15 | 48.39% | 70.6 | 46.67% | +15.42% | -21.67% | +3.33% | 2.85% | 26:52 | 20:11 | 21:47 | 23:36 | 30:34 | 46:33 | 08:47 | 06:30 |
 | Bottle | 12 | 38.71% | 67.6 | 50.00% | +18.42% | +16.67% | -50.00% | -66.67% | 01:28 | 00:49 | 01:17 | 01:23 | 01:40 | 02:06 | 00:23 | 00:17 |
 | Morbid Mask | 25 | 80.65% | 64.7 | 40.00% | +6.67% | -23.33% | +26.67% | 11.41% | 13:55 | 06:47 | 08:22 | 09:56 | 12:45 | 35:04 | 04:23 | 03:14 |
 | Wraith Band | 10 | 32.26% | 61.8 | 50.00% | +16.67% | +16.67% | -50.00% | -42.11% | 04:34 | 01:23 | 01:36 | 01:55 | 03:11 | 22:33 | 01:35 | 01:10 |
 | Mask of Madness | 21 | 67.74% | 58.8 | 38.10% | -1.90% | -18.10% | +21.90% | 20.17% | 12:04 | 08:53 | 10:18 | 11:08 | 12:17 | 21:11 | 01:59 | 01:28 |
 | Fluffy Hat | 19 | 61.29% | 55.9 | 36.84% | -4.83% | +23.16% | +23.16% | 0.00% | 20:19 | 02:50 | 05:47 | 21:56 | 27:45 | 46:33 | 21:58 | 16:16 |
 | Daedalus | 5 | 16.13% | 52.9 | 60.00% | +25.38% | +40.00% | -60.00% | 0.00% | 27:49 | 23:56 | 23:56 | 28:34 | 29:23 | 29:51 | 05:27 | 04:02 |
 | Magic Wand | 25 | 80.65% | 50.0 | 32.00% | -34.67% | +1.33% | -15.33% | -9.90% | 05:11 | 02:21 | 04:20 | 05:00 | 06:01 | 08:13 | 01:41 | 01:14 |
 | Magic Stick | 25 | 80.65% | 47.1 | 32.00% | -34.67% | -15.33% | +1.33% | 8.85% | 02:05 | -01:29 | -01:29 | 02:35 | 03:22 | 07:37 | 04:51 | 03:35 |
 | Falcon Blade | 6 | 19.35% | 44.1 | 50.00% | +14.00% | 0.00% | -50.00% | 0.00% | 06:20 | 03:49 | 05:17 | 06:14 | 06:43 | 09:20 | 01:26 | 01:03 |
 | Quelling Blade | 4 | 12.90% | 41.2 | 50.00% | +12.96% | -50.00% | +50.00% | 0.00% | 04:49 | -01:29 | -01:29 | -01:28 | 05:25 | 16:49 | 06:54 | 05:06 |
 | Eye of Skadi | 1 | 3.23% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Arcane Blink | 2 | 6.45% | 35.3 | 50.00% | +12.07% | -50.00% | 0.00% | 0.00% | 41:09 | 38:12 | 38:12 | 44:05 | 44:05 | 44:05 | 05:53 | 04:21 |
 | Blink Dagger | 6 | 19.35% | 32.4 | 16.67% | -27.33% | -16.67% | -16.67% | 0.00% | 39:23 | 31:23 | 34:03 | 34:29 | 43:44 | 49:51 | 09:41 | 07:10 |
 | Yasha | 1 | 3.23% | 29.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:48 | 14:48 | 14:48 | 14:48 | 14:48 | 14:48 | 00:00 | 00:00 |
 | Manta Style | 1 | 3.23% | 26.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:12 | 19:12 | 19:12 | 19:12 | 19:12 | 19:12 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 6.45% | 23.5 | 0.00% | -41.38% | 0.00% | 0.00% | 0.00% | 48:30 | 39:39 | 39:39 | 57:21 | 57:21 | 57:21 | 17:42 | 13:06 |
 | Wind Lace | 3 | 9.68% | 20.6 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 11:13 | 08:05 | 08:05 | 12:38 | 12:56 | 12:56 | 04:51 | 03:35 |
 | Refresher Orb | 1 | 3.23% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 6.45% | 14.7 | 0.00% | -41.38% | 0.00% | 0.00% | 0.00% | 01:45 | 01:21 | 01:21 | 02:09 | 02:09 | 02:09 | 00:48 | 00:35 |
 | Bracer | 1 | 3.23% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:21 | 03:21 | 03:21 | 03:21 | 03:21 | 03:21 | 00:00 | 00:00 |
 | Void Stone | 3 | 9.68% | 8.8 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 46:30 | 39:39 | 39:39 | 42:44 | 57:06 | 57:06 | 17:27 | 12:55 |
 | Ring of Health | 3 | 9.68% | 5.9 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 46:29 | 39:39 | 39:39 | 42:43 | 57:06 | 57:06 | 17:27 | 12:55 |
 | Aghanim's Shard | 3 | 9.68% | 2.9 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 39:49 | 35:46 | 35:46 | 39:45 | 43:55 | 43:55 | 08:09 | 06:02 |