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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 | |
 | Ring of Protection | 10 | 45.45% | 100.0 | 90.00% | +23.33% | +10.00% | +10.00% | 0.00% | 08:44 | 03:21 | 06:54 | 09:07 | 10:41 | 11:50 | 03:47 | 02:48 |
 | Magic Stick | 20 | 90.91% | 97.3 | 80.00% | +30.00% | 0.00% | -20.00% | -20.00% | 00:36 | -01:29 | -01:29 | -01:29 | 01:28 | 09:44 | 02:57 | 02:11 |
 | Urn of Shadows | 9 | 40.91% | 94.6 | 88.89% | +19.66% | +11.11% | +11.11% | 0.00% | 10:17 | 07:42 | 07:45 | 10:42 | 11:43 | 12:18 | 03:58 | 02:56 |
 | Boots of Speed | 22 | 100.00% | 91.9 | 77.27% | +77.27% | +6.06% | +2.73% | -0.67% | 06:14 | -01:29 | 04:08 | 06:28 | 09:05 | 17:51 | 04:57 | 03:40 |
 | Wind Lace | 21 | 95.45% | 89.2 | 76.19% | -23.81% | -36.19% | +23.81% | 14.06% | 06:24 | -01:29 | 04:15 | 06:31 | 08:31 | 14:04 | 04:16 | 03:09 |
 | Tranquil Boots | 21 | 95.45% | 86.5 | 76.19% | -23.81% | -16.19% | +3.81% | 7.23% | 08:33 | 04:50 | 07:04 | 08:20 | 09:50 | 14:41 | 02:46 | 02:02 |
 | Aghanim's Shard | 21 | 95.45% | 83.8 | 76.19% | -23.81% | -16.19% | +23.81% | 9.80% | 21:59 | 15:01 | 18:43 | 21:25 | 22:48 | 38:30 | 04:05 | 03:01 |
 | Magic Wand | 18 | 81.82% | 81.1 | 77.78% | +2.78% | +2.22% | -2.78% | -0.97% | 11:11 | 03:52 | 08:50 | 10:25 | 13:59 | 21:12 | 05:09 | 03:48 |
 | Spirit Vessel | 8 | 36.36% | 78.4 | 87.50% | +16.07% | -37.50% | +12.50% | 40.54% | 17:42 | 15:43 | 16:42 | 17:07 | 17:56 | 21:04 | 01:14 | 00:54 |
 | Aeon Disk | 9 | 40.91% | 75.7 | 77.78% | +0.86% | +22.22% | +22.22% | 0.00% | 34:23 | 26:17 | 28:05 | 33:38 | 39:10 | 44:36 | 11:05 | 08:12 |
 | Void Stone | 11 | 50.00% | 73.0 | 72.73% | -9.09% | -6.06% | -6.06% | 0.00% | 25:07 | 12:54 | 16:41 | 25:32 | 28:58 | 39:14 | 12:17 | 09:05 |
 | Refresher Orb | 6 | 27.27% | 70.3 | 83.33% | +8.33% | +16.67% | +16.67% | 0.00% | 38:18 | 34:08 | 34:27 | 35:12 | 41:14 | 44:57 | 06:47 | 05:01 |
 | Ring of Health | 8 | 36.36% | 67.6 | 75.00% | -3.57% | -25.00% | -25.00% | 0.00% | 30:50 | 19:57 | 26:48 | 28:58 | 34:47 | 39:00 | 07:59 | 05:54 |
 | Scythe of Vyse | 3 | 13.64% | 64.9 | 100.00% | +26.32% | 0.00% | 0.00% | 0.00% | 34:28 | 30:07 | 30:07 | 34:03 | 39:14 | 39:14 | 09:07 | 06:45 |
 | Sange | 3 | 13.64% | 62.2 | 100.00% | +26.32% | 0.00% | 0.00% | 0.00% | 32:59 | 25:15 | 25:15 | 30:29 | 43:13 | 43:13 | 17:58 | 13:18 |
 | Eul's Scepter of Divinity | 4 | 18.18% | 59.5 | 75.00% | -2.78% | +25.00% | -75.00% | -65.93% | 17:46 | 16:45 | 16:45 | 16:45 | 18:16 | 19:16 | 01:31 | 01:07 |
 | Fluffy Hat | 2 | 9.09% | 56.8 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 12:25 | 12:10 | 12:10 | 12:40 | 12:40 | 12:40 | 00:30 | 00:22 |
 | Heaven's Halberd | 2 | 9.09% | 54.1 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 30:13 | 26:59 | 26:59 | 33:27 | 33:27 | 33:27 | 06:28 | 04:47 |
 | Ring of Basilius | 2 | 9.09% | 51.4 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 12:11 | 11:25 | 11:25 | 12:57 | 12:57 | 12:57 | 01:32 | 01:08 |
 | Wraith Pact | 1 | 4.55% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 00:00 | 00:00 |
 | Kaya | 1 | 4.55% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 4.55% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Crown | 1 | 4.55% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 00:00 | 00:00 |
 | Force Staff | 1 | 4.55% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 4.55% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 4.55% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Buckler | 1 | 4.55% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 4.55% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.55% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.55% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 9.09% | 18.9 | 50.00% | -30.00% | -50.00% | 0.00% | 0.00% | 18:03 | 16:33 | 16:33 | 19:32 | 19:32 | 19:32 | 02:59 | 02:12 |
 | Blink Dagger | 2 | 9.09% | 16.2 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | 50:52 | 39:28 | 39:28 | 1:02:16 | 1:02:16 | 1:02:16 | 22:48 | 16:53 |
 | Shiva's Guard | 1 | 4.55% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.55% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 4.55% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 00:00 | 00:00 |
 | Headdress | 1 | 4.55% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Bracer | 1 | 4.55% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:23 | -01:23 | -01:23 | -01:23 | -01:23 | -01:23 | 00:00 | 00:00 |