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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 | 3 | 7.89% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 42:34 | 35:34 | 35:34 | 44:36 | 47:32 | 47:32 | 11:58 | 08:51 |
 | Aghanim's Scepter | 3 | 7.89% | 97.4 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 32:00 | 20:23 | 20:23 | 20:59 | 54:39 | 54:39 | 34:16 | 25:22 |
 | Swift Blink | 13 | 34.21% | 94.9 | 61.54% | +25.54% | +5.13% | -28.21% | -2.53% | 40:17 | 27:25 | 33:14 | 39:48 | 46:26 | 54:29 | 13:12 | 09:46 |
 | Desolator | 35 | 92.11% | 92.3 | 48.57% | +48.57% | +18.10% | -15.24% | -10.53% | 16:17 | 11:59 | 14:22 | 16:13 | 17:32 | 30:43 | 03:10 | 02:20 |
 | Blight Stone | 36 | 94.74% | 89.7 | 47.22% | +47.22% | +8.34% | -25.00% | -3.93% | 09:03 | -01:29 | 04:15 | 09:36 | 12:44 | 19:45 | 08:29 | 06:17 |
 | Magic Stick | 31 | 81.58% | 87.2 | 48.39% | +19.82% | +1.61% | +1.61% | 0.00% | 00:52 | -01:30 | -01:29 | -01:29 | 02:19 | 12:17 | 03:48 | 02:48 |
 | Blink Dagger | 37 | 97.37% | 84.6 | 45.95% | +45.95% | +31.83% | -12.62% | -8.69% | 20:15 | 11:27 | 17:03 | 19:26 | 22:10 | 32:59 | 05:07 | 03:47 |
 | Boots of Speed | 38 | 100.00% | 82.1 | 44.74% | +44.74% | +15.26% | -11.41% | -14.55% | 03:22 | 01:24 | 02:14 | 03:20 | 04:04 | 06:03 | 01:50 | 01:21 |
 | Power Treads | 38 | 100.00% | 79.5 | 44.74% | +44.74% | +5.26% | -11.41% | -9.01% | 06:12 | 04:00 | 05:10 | 06:18 | 07:01 | 08:59 | 01:51 | 01:22 |
 | Dragon Lance | 33 | 86.84% | 76.9 | 45.45% | +5.45% | +4.55% | +4.55% | 0.00% | 11:51 | 08:38 | 10:04 | 11:04 | 11:53 | 25:26 | 01:49 | 01:20 |
 | Aghanim's Shard | 17 | 44.74% | 74.4 | 52.94% | +14.84% | +22.06% | -27.94% | -5.61% | 21:34 | 15:52 | 16:42 | 19:41 | 25:37 | 30:37 | 08:55 | 06:36 |
 | Magic Wand | 23 | 60.53% | 71.8 | 47.83% | +7.83% | +2.17% | +2.17% | 0.00% | 08:20 | -01:29 | 05:15 | 07:24 | 11:20 | 27:55 | 06:05 | 04:30 |
 | Black King Bar | 32 | 84.21% | 69.2 | 43.75% | -6.25% | +18.75% | -6.25% | -6.15% | 24:15 | 18:16 | 21:59 | 23:21 | 26:03 | 36:59 | 04:04 | 03:00 |
 | Crystalys | 24 | 63.16% | 66.7 | 45.83% | +2.97% | -12.50% | +4.17% | 2.45% | 28:07 | 12:11 | 24:33 | 28:15 | 31:21 | 41:36 | 06:48 | 05:02 |
 | Quelling Blade | 22 | 57.89% | 64.1 | 45.45% | +1.70% | +4.55% | -5.45% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -01:11 | 00:00 | 00:00 |
 | Bottle | 9 | 23.68% | 61.5 | 55.56% | +14.18% | -5.56% | -5.56% | 0.00% | 01:24 | 00:03 | 01:08 | 01:33 | 01:43 | 02:03 | 00:35 | 00:25 |
 | Hurricane Pike | 15 | 39.47% | 59.0 | 46.67% | +3.19% | +3.33% | -21.67% | -9.26% | 30:48 | 23:24 | 28:49 | 30:27 | 31:31 | 41:23 | 02:42 | 02:00 |
 | Aghanim's Blessing | 2 | 5.26% | 56.4 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 41:48 | 28:57 | 28:57 | 54:39 | 54:39 | 54:39 | 25:42 | 19:02 |
 | Fluffy Hat | 16 | 42.11% | 53.8 | 43.75% | -1.70% | +6.25% | -18.75% | -5.47% | 29:18 | 07:35 | 26:35 | 30:00 | 31:09 | 39:58 | 04:34 | 03:22 |
 | Force Staff | 16 | 42.11% | 51.3 | 43.75% | -1.70% | +6.25% | -18.75% | -7.73% | 30:46 | 23:24 | 28:17 | 30:00 | 31:31 | 40:47 | 03:14 | 02:23 |
 | Daedalus | 14 | 36.84% | 48.7 | 42.86% | -2.97% | +7.14% | -42.86% | -5.85% | 31:44 | 21:34 | 26:32 | 27:40 | 35:05 | 48:30 | 08:33 | 06:20 |
 | Ring of Basilius | 16 | 42.11% | 46.2 | 37.50% | -12.50% | +12.50% | -12.50% | -11.03% | 06:41 | 02:38 | 05:28 | 06:09 | 07:44 | 10:52 | 02:16 | 01:40 |
 | Silver Edge | 6 | 15.79% | 43.6 | 50.00% | +6.25% | 0.00% | -50.00% | 0.00% | 31:58 | 27:49 | 31:32 | 31:52 | 32:56 | 35:28 | 01:24 | 01:02 |
 | Shadow Blade | 6 | 15.79% | 41.0 | 50.00% | +6.25% | 0.00% | -50.00% | 0.00% | 31:37 | 27:49 | 30:51 | 31:12 | 32:46 | 35:11 | 01:55 | 01:25 |
 | Scythe of Vyse | 3 | 7.89% | 38.5 | 66.67% | +23.81% | -66.67% | 0.00% | 0.00% | 44:09 | 34:27 | 34:27 | 42:41 | 55:20 | 55:20 | 20:53 | 15:28 |
 | Void Stone | 8 | 21.05% | 35.9 | 37.50% | -9.17% | +12.50% | +62.50% | 0.00% | 32:49 | 25:27 | 27:05 | 30:59 | 37:03 | 42:41 | 09:58 | 07:22 |
 | Falcon Blade | 1 | 2.63% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.63% | 30.8 | 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 |
 | Eye of Skadi | 1 | 2.63% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 |
 | Monkey King Bar | 8 | 21.05% | 25.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 30:26 | 17:24 | 25:14 | 26:49 | 36:49 | 39:50 | 11:35 | 08:34 |
 | Javelin | 8 | 21.05% | 23.1 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 29:46 | 16:20 | 23:49 | 25:51 | 35:51 | 39:38 | 12:02 | 08:54 |
 | Bloodthorn | 2 | 5.26% | 20.5 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 38:57 | 37:50 | 37:50 | 40:04 | 40:04 | 40:04 | 02:14 | 01:39 |
 | Mage Slayer | 2 | 5.26% | 17.9 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 38:14 | 36:41 | 36:41 | 39:46 | 39:46 | 39:46 | 03:05 | 02:17 |
 | Orchid Malevolence | 2 | 5.26% | 15.4 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 26:27 | 25:35 | 25:35 | 27:18 | 27:18 | 27:18 | 01:43 | 01:16 |
 | Wraith Band | 11 | 28.95% | 12.8 | 18.18% | -37.38% | -18.18% | -18.18% | 0.00% | 02:29 | 01:26 | 01:35 | 02:03 | 03:10 | 04:49 | 01:35 | 01:10 |
 | Ring of Health | 4 | 10.53% | 10.3 | 25.00% | -22.06% | -25.00% | +75.00% | 0.00% | 33:14 | 28:36 | 28:36 | 30:07 | 37:03 | 37:08 | 08:27 | 06:15 |
 | Linken's Sphere | 4 | 10.53% | 7.7 | 25.00% | -22.06% | -25.00% | +75.00% | 0.00% | 33:35 | 28:39 | 28:39 | 31:15 | 37:08 | 37:18 | 08:29 | 06:17 |
 | Refresher Orb | 1 | 2.63% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:31 | 45:31 | 45:31 | 45:31 | 45:31 | 45:31 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.63% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:34 | 50:34 | 50:34 | 50:34 | 50:34 | 50:34 | 00:00 | 00:00 |