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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 | |
 | Refresher Orb | 5 | 27.78% | 100.0 | 80.00% | +72.31% | +20.00% | +20.00% | 0.00% | 44:14 | 38:27 | 38:27 | 41:24 | 48:38 | 52:16 | 10:11 | 07:32 |
 | Ring of Health | 6 | 33.33% | 97.4 | 66.67% | +58.34% | -16.67% | +33.33% | 2.06% | 21:07 | 05:10 | 11:27 | 15:03 | 35:42 | 43:46 | 24:15 | 17:57 |
 | Skull Basher | 4 | 22.22% | 94.9 | 75.00% | +60.71% | -75.00% | +25.00% | 14.25% | 30:34 | 25:25 | 25:25 | 31:14 | 32:26 | 33:10 | 07:01 | 05:11 |
 | Vanguard | 2 | 11.11% | 92.3 | 100.00% | +81.25% | 0.00% | 0.00% | 0.00% | 39:44 | 35:42 | 35:42 | 43:46 | 43:46 | 43:46 | 08:04 | 05:58 |
 | Abyssal Blade | 2 | 11.11% | 89.7 | 100.00% | +81.25% | 0.00% | 0.00% | 0.00% | 39:50 | 35:52 | 35:52 | 43:47 | 43:47 | 43:47 | 07:55 | 05:51 |
 | Void Stone | 7 | 38.89% | 87.2 | 57.14% | +48.05% | +42.86% | +42.86% | 0.00% | 21:30 | 08:32 | 09:04 | 11:02 | 11:51 | 51:36 | 02:47 | 02:03 |
 | Black King Bar | 14 | 77.78% | 84.6 | 35.71% | +35.71% | +14.29% | -2.38% | -4.72% | 20:05 | 17:15 | 17:59 | 20:05 | 21:31 | 25:56 | 03:32 | 02:37 |
 | Power Treads | 15 | 83.33% | 82.1 | 33.33% | +33.33% | +41.67% | -33.33% | -75.00% | 06:43 | 04:58 | 05:51 | 06:14 | 06:41 | 12:43 | 00:50 | 00:37 |
 | Quelling Blade | 15 | 83.33% | 79.5 | 33.33% | +33.33% | -33.33% | -8.33% | 0.00% | -00:37 | -01:29 | -01:29 | -01:29 | -01:29 | 11:35 | 00:00 | 00:00 |
 | Desolator | 3 | 16.67% | 76.9 | 66.67% | +46.67% | +33.33% | 0.00% | 0.00% | 25:03 | 23:58 | 23:58 | 24:19 | 26:51 | 26:51 | 02:53 | 02:08 |
 | Boots of Speed | 18 | 100.00% | 74.4 | 27.78% | +27.78% | +12.22% | -2.78% | -7.09% | 04:10 | 01:15 | 02:08 | 03:26 | 04:15 | 10:48 | 02:07 | 01:34 |
 | Magic Wand | 15 | 83.33% | 71.8 | 26.67% | -6.66% | -1.67% | -1.67% | 0.00% | 07:13 | 03:26 | 04:22 | 05:21 | 07:11 | 16:32 | 02:49 | 02:05 |
 | Crystalys | 4 | 22.22% | 69.2 | 50.00% | +28.57% | -50.00% | -50.00% | 0.00% | 29:23 | 26:20 | 26:20 | 27:55 | 29:25 | 33:50 | 03:05 | 02:17 |
 | Battle Fury | 4 | 22.22% | 66.7 | 50.00% | +28.57% | -50.00% | -50.00% | 0.00% | 14:45 | 13:52 | 13:52 | 14:17 | 15:07 | 15:43 | 01:15 | 00:55 |
 | Blight Stone | 9 | 50.00% | 64.1 | 33.33% | +11.11% | -33.33% | +16.67% | 2.85% | 13:17 | 03:35 | 06:10 | 07:31 | 23:43 | 26:00 | 17:33 | 13:00 |
 | Magic Stick | 16 | 88.89% | 61.5 | 25.00% | -25.00% | 0.00% | +25.00% | 10.56% | 01:18 | -01:29 | -01:29 | -01:26 | 03:51 | 06:08 | 05:20 | 03:57 |
 | Echo Sabre | 10 | 55.56% | 59.0 | 30.00% | +5.00% | -30.00% | -30.00% | 0.00% | 12:39 | 11:19 | 11:31 | 11:37 | 14:09 | 16:40 | 02:38 | 01:57 |
 | Shadow Blade | 1 | 5.56% | 56.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 5.56% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 5.56% | 51.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:59 | 19:59 | 19:59 | 19:59 | 19:59 | 19:59 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.56% | 48.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 00:00 | 00:00 |
 | Eye of Skadi | 7 | 38.89% | 46.2 | 28.57% | +1.30% | +21.43% | +21.43% | 0.00% | 31:34 | 26:59 | 27:55 | 29:37 | 31:12 | 38:04 | 03:17 | 02:25 |
 | Daedalus | 2 | 11.11% | 43.6 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 39:50 | 32:11 | 32:11 | 47:29 | 47:29 | 47:29 | 15:18 | 11:20 |
 | Orb of Venom | 12 | 66.67% | 41.0 | 16.67% | -33.33% | -16.67% | -16.67% | 0.00% | 00:46 | -01:29 | -01:29 | -01:29 | 02:47 | 04:31 | 04:16 | 03:09 |
 | Wraith Band | 3 | 16.67% | 38.5 | 33.33% | +6.66% | +66.67% | 0.00% | 0.00% | 01:56 | 01:09 | 01:09 | 01:33 | 03:05 | 03:05 | 01:56 | 01:25 |
 | Orb of Corrosion | 6 | 33.33% | 35.9 | 16.67% | -16.66% | -16.67% | -16.67% | 0.00% | 08:19 | 04:14 | 07:09 | 07:28 | 08:28 | 15:04 | 01:19 | 00:58 |
 | Fluffy Hat | 6 | 33.33% | 33.3 | 16.67% | -16.66% | -16.67% | -16.67% | 0.00% | 07:39 | 03:35 | 05:56 | 06:44 | 07:31 | 15:02 | 01:35 | 01:10 |
 | Mage Slayer | 1 | 5.56% | 30.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 5.56% | 28.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 00:00 | 00:00 |
 | Crown | 1 | 5.56% | 25.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.56% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 5.56% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 00:00 |
 | Maelstrom | 1 | 5.56% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:01 | 13:01 | 13:01 | 13:01 | 13:01 | 13:01 | 00:00 | 00:00 |
 | Chainmail | 1 | 5.56% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:58 | 07:58 | 07:58 | 07:58 | 07:58 | 07:58 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 5.56% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 5.56% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 00:00 | 00:00 |
 | Phase Boots | 1 | 5.56% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 00:00 | 00:00 |
 | Javelin | 2 | 11.11% | 5.1 | 0.00% | -31.25% | 0.00% | 0.00% | 0.00% | 21:42 | 09:33 | 09:33 | 33:51 | 33:51 | 33:51 | 24:18 | 18:00 |
 | Gleipnir | 1 | 5.56% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 00:00 | 00:00 |