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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 | |
 | Eye of Skadi | 8 | 26.67% | 100.0 | 87.50% | +64.77% | +12.50% | -37.50% | -3.97% | 33:10 | 24:03 | 24:06 | 30:03 | 36:41 | 51:05 | 12:35 | 09:19 |
 | Daedalus | 7 | 23.33% | 98.0 | 85.71% | +59.62% | +14.29% | +14.29% | 0.00% | 29:01 | 20:50 | 22:44 | 32:06 | 32:58 | 37:38 | 10:14 | 07:34 |
 | Satanic | 12 | 40.00% | 96.1 | 75.00% | +58.33% | +25.00% | -41.67% | -12.90% | 28:59 | 22:57 | 25:54 | 27:18 | 31:04 | 37:21 | 05:10 | 03:49 |
 | Morbid Mask | 15 | 50.00% | 94.1 | 66.67% | +53.34% | +33.33% | -16.67% | -10.83% | 24:37 | 16:11 | 21:30 | 23:55 | 26:07 | 37:18 | 04:37 | 03:25 |
 | Aghanim's Scepter | 20 | 66.67% | 92.2 | 60.00% | +60.00% | -20.00% | 0.00% | 3.21% | 22:23 | 14:36 | 17:15 | 20:48 | 23:29 | 55:34 | 06:14 | 04:37 |
 | Aghanim's Blessing | 3 | 10.00% | 90.2 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 50:00 | 45:03 | 45:03 | 49:24 | 55:34 | 55:34 | 10:31 | 07:47 |
 | Butterfly | 3 | 10.00% | 88.2 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 33:29 | 30:58 | 30:58 | 34:20 | 35:09 | 35:09 | 04:11 | 03:05 |
 | Crystalys | 17 | 56.67% | 86.3 | 58.82% | +43.44% | +16.18% | +16.18% | 0.00% | 16:27 | 08:35 | 10:13 | 12:40 | 21:26 | 30:19 | 11:13 | 08:18 |
 | Quelling Blade | 17 | 56.67% | 84.3 | 58.82% | +43.44% | -8.82% | -8.82% | 0.00% | -00:49 | -01:29 | -01:29 | -01:29 | -01:29 | 09:44 | 00:00 | 00:00 |
 | Power Treads | 22 | 73.33% | 82.4 | 54.55% | +54.55% | +12.12% | -14.55% | -21.06% | 06:31 | 03:44 | 05:46 | 06:18 | 07:02 | 09:56 | 01:16 | 00:56 |
 | Black King Bar | 18 | 60.00% | 80.4 | 55.56% | +38.89% | +44.44% | -30.56% | -25.86% | 19:17 | 14:32 | 16:07 | 17:35 | 19:01 | 31:06 | 02:54 | 02:08 |
 | Boots of Speed | 29 | 96.67% | 78.4 | 41.38% | +41.38% | +30.05% | -41.38% | -24.77% | 04:51 | 01:51 | 03:13 | 04:11 | 06:06 | 10:10 | 02:53 | 02:08 |
 | Magic Wand | 24 | 80.00% | 76.5 | 41.67% | +8.34% | +8.33% | -8.34% | -2.73% | 06:12 | -01:29 | 02:34 | 05:08 | 08:41 | 20:26 | 06:07 | 04:31 |
 | Dragon Lance | 2 | 6.67% | 74.5 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 11:29 | 11:07 | 11:07 | 11:51 | 11:51 | 11:51 | 00:44 | 00:32 |
 | Magic Stick | 25 | 83.33% | 72.5 | 32.00% | -48.00% | -32.00% | +1.33% | 7.04% | 02:46 | -01:29 | -01:29 | 01:00 | 06:13 | 20:26 | 07:42 | 05:42 |
 | Ring of Basilius | 8 | 26.67% | 70.6 | 37.50% | -3.41% | +62.50% | -37.50% | -20.76% | 05:42 | 01:31 | 01:32 | 04:50 | 06:21 | 14:25 | 04:49 | 03:34 |
 | Diffusal Blade | 4 | 13.33% | 68.6 | 50.00% | +11.54% | +50.00% | -50.00% | -75.00% | 11:31 | 10:14 | 10:14 | 11:07 | 11:34 | 13:10 | 01:20 | 00:59 |
 | Monkey King Bar | 4 | 13.33% | 66.7 | 50.00% | +11.54% | -50.00% | +50.00% | 20.76% | 39:48 | 34:22 | 34:22 | 38:20 | 39:11 | 47:18 | 04:49 | 03:34 |
 | Javelin | 4 | 13.33% | 64.7 | 50.00% | +11.54% | +50.00% | +50.00% | 0.00% | 31:42 | 08:40 | 08:40 | 33:25 | 37:41 | 47:02 | 29:01 | 21:29 |
 | Yasha | 1 | 3.33% | 62.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 00:00 | 00:00 |
 | Maelstrom | 1 | 3.33% | 60.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 00:00 | 00:00 |
 | Sange | 1 | 3.33% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:42 | 39:42 | 39:42 | 39:42 | 39:42 | 39:42 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 3.33% | 56.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 3.33% | 54.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 46:28 | 00:00 | 00:00 |
 | Silver Edge | 1 | 3.33% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 00:00 | 00:00 |
 | Swift Blink | 1 | 3.33% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:51 | 60:51 | 60:51 | 60:51 | 60:51 | 60:51 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.33% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:38 | 60:38 | 60:38 | 60:38 | 60:38 | 60:38 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.33% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Skull Basher | 1 | 3.33% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:18 | 39:18 | 39:18 | 39:18 | 39:18 | 39:18 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.33% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |
 | Gleipnir | 1 | 3.33% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.33% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:48 | 40:48 | 40:48 | 40:48 | 40:48 | 40:48 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 3.33% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:53 | 53:53 | 53:53 | 53:53 | 53:53 | 53:53 | 00:00 | 00:00 |
 | Wraith Band | 5 | 16.67% | 35.3 | 40.00% | 0.00% | +60.00% | -40.00% | -31.25% | 09:16 | 01:59 | 01:59 | 02:53 | 05:11 | 33:58 | 03:12 | 02:22 |
 | Fluffy Hat | 8 | 26.67% | 33.3 | 25.00% | -20.45% | +25.00% | +25.00% | 0.00% | 17:27 | 04:52 | 08:16 | 11:03 | 24:48 | 32:14 | 16:32 | 12:14 |
 | Aghanim's Shard | 9 | 30.00% | 31.4 | 22.22% | -25.40% | +27.78% | +27.78% | 0.00% | 24:29 | 17:34 | 18:02 | 21:03 | 22:55 | 52:37 | 04:53 | 03:37 |
 | Ring of Health | 2 | 6.67% | 29.4 | 50.00% | +10.71% | -50.00% | 0.00% | 0.00% | 29:56 | 19:05 | 19:05 | 40:46 | 40:46 | 40:46 | 21:41 | 16:03 |
 | Crown | 3 | 10.00% | 27.5 | 33.33% | -7.41% | -33.33% | 0.00% | 0.00% | 26:53 | 14:04 | 14:04 | 20:06 | 46:28 | 46:28 | 32:24 | 24:00 |
 | Falcon Blade | 3 | 10.00% | 25.5 | 33.33% | -7.41% | +66.67% | 0.00% | 0.00% | 08:11 | 05:43 | 05:43 | 09:24 | 09:27 | 09:27 | 03:44 | 02:45 |
 | Force Staff | 5 | 16.67% | 23.5 | 20.00% | -24.00% | -20.00% | -20.00% | 0.00% | 36:46 | 31:10 | 31:10 | 34:46 | 35:53 | 49:47 | 04:43 | 03:29 |
 | Urn of Shadows | 1 | 3.33% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:30 | 11:30 | 11:30 | 11:30 | 11:30 | 11:30 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 3.33% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 00:00 | 00:00 |
 | Ring of Protection | 3 | 10.00% | 17.6 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 12:15 | -01:29 | -01:29 | 11:02 | 27:13 | 27:13 | 28:42 | 21:15 |
 | Glimmer Cape | 1 | 3.33% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |
 | Soul Ring | 1 | 3.33% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Wind Lace | 4 | 13.33% | 11.8 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 18:20 | 09:13 | 09:13 | 10:15 | 23:11 | 30:39 | 13:58 | 10:20 |
 | Hood of Defiance | 1 | 3.33% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 00:00 | 00:00 |
 | Tranquil Boots | 4 | 13.33% | 7.8 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 24:15 | 10:36 | 10:36 | 26:31 | 29:09 | 30:44 | 18:33 | 13:44 |
 | Veil of Discord | 2 | 6.67% | 5.9 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 18:13 | 16:06 | 16:06 | 20:20 | 20:20 | 20:20 | 04:14 | 03:08 |
 | Drum of Endurance | 1 | 3.33% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 00:00 | 00:00 |
 | Bracer | 2 | 6.67% | 2.0 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 09:04 | 06:01 | 06:01 | 12:07 | 12:07 | 12:07 | 06:06 | 04:31 |