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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 | |
 | Arcane Boots | 3 | 33.33% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 21:54 | 15:21 | 15:21 | 22:24 | 27:57 | 27:57 | 12:36 | 09:20 |
 | Pipe of Insight | 5 | 55.56% | 96.0 | 80.00% | +55.00% | -80.00% | +20.00% | 19.74% | 21:25 | 17:38 | 17:38 | 18:39 | 22:42 | 29:33 | 05:04 | 03:45 |
 | Headdress | 5 | 55.56% | 92.0 | 80.00% | +55.00% | -80.00% | +20.00% | 83.33% | 18:28 | 17:12 | 17:12 | 18:15 | 18:24 | 20:44 | 01:12 | 00:53 |
 | Vanguard | 7 | 77.78% | 88.0 | 71.43% | +71.43% | +28.57% | -21.43% | -50.00% | 06:46 | 05:41 | 06:07 | 06:35 | 06:41 | 08:27 | 00:34 | 00:25 |
 | Hood of Defiance | 8 | 88.89% | 84.0 | 62.50% | +62.50% | -62.50% | -12.50% | 8.09% | 13:07 | 07:08 | 10:35 | 10:48 | 16:46 | 19:13 | 06:11 | 04:34 |
 | Magic Wand | 4 | 44.44% | 80.0 | 75.00% | +35.00% | +25.00% | +25.00% | 0.00% | 17:45 | 07:58 | 07:58 | 15:55 | 23:14 | 23:54 | 15:16 | 11:18 |
 | Blink Dagger | 9 | 100.00% | 76.0 | 55.56% | +55.56% | -55.56% | -55.56% | 0.00% | 13:59 | 10:32 | 12:11 | 13:52 | 14:35 | 19:44 | 02:24 | 01:46 |
 | Boots of Speed | 9 | 100.00% | 72.0 | 55.56% | +55.56% | -5.56% | -55.56% | -16.95% | 08:17 | 04:33 | 06:13 | 08:06 | 09:10 | 12:30 | 02:57 | 02:11 |
 | Ring of Health | 9 | 100.00% | 68.0 | 55.56% | +55.56% | +44.44% | -55.56% | -100.00% | 04:38 | 03:02 | 03:33 | 03:48 | 04:27 | 10:22 | 00:54 | 00:40 |
 | Magic Stick | 8 | 88.89% | 64.0 | 50.00% | -50.00% | +50.00% | -50.00% | -19.11% | 03:21 | -01:29 | -01:29 | 01:30 | 06:43 | 13:52 | 08:12 | 06:04 |
 | Bracer | 8 | 88.89% | 60.0 | 50.00% | -50.00% | -50.00% | 0.00% | 50.00% | 00:56 | -01:29 | -01:29 | 01:28 | 01:59 | 04:10 | 03:28 | 02:34 |
 | Lotus Orb | 5 | 55.56% | 56.0 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 25:57 | 20:40 | 20:40 | 26:42 | 27:45 | 30:22 | 07:05 | 05:14 |
 | Void Stone | 5 | 55.56% | 52.0 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 25:47 | 20:24 | 20:24 | 26:13 | 27:44 | 30:22 | 07:20 | 05:25 |
 | Aghanim's Shard | 3 | 33.33% | 48.0 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 25:39 | 21:54 | 21:54 | 27:30 | 27:33 | 27:33 | 05:39 | 04:11 |
 | Heart of Tarrasque | 1 | 11.11% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 11.11% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 11.11% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 11.11% | 32.0 | 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 |
 | Overwhelming Blink | 1 | 11.11% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 11.11% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |
 | Chainmail | 1 | 11.11% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 00:00 | 00:00 |
 | Sange | 1 | 11.11% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 00:00 | 00:00 |
 | Phase Boots | 1 | 11.11% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:40 | 13:40 | 13:40 | 13:40 | 13:40 | 13:40 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 11.11% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:29 | 03:29 | 03:29 | 03:29 | 03:29 | 03:29 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 11.11% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 00:00 | 00:00 |