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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 | |
 | Aghanim's Scepter | 7 | 41.18% | 100.0 | 85.71% | +45.71% | +14.29% | +14.29% | 0.00% | 31:18 | 20:43 | 21:50 | 29:06 | 35:19 | 44:33 | 13:29 | 09:59 |
 | Lotus Orb | 3 | 17.65% | 96.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:47 | 27:32 | 27:32 | 33:31 | 37:19 | 37:19 | 09:47 | 07:14 |
 | Ring of Health | 3 | 17.65% | 92.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:33 | 21:36 | 21:36 | 33:31 | 33:33 | 33:33 | 11:57 | 08:51 |
 | Aghanim's Shard | 3 | 17.65% | 89.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:36 | 16:06 | 16:06 | 18:42 | 30:00 | 30:00 | 13:54 | 10:17 |
 | Drum of Endurance | 3 | 17.65% | 85.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:29 | 24:59 | 24:59 | 27:23 | 36:05 | 36:05 | 11:06 | 08:13 |
 | Wind Lace | 17 | 100.00% | 82.1 | 58.82% | +58.82% | +16.18% | -8.82% | -9.09% | 01:15 | -01:29 | -01:29 | -01:29 | 04:14 | 07:40 | 05:43 | 04:14 |
 | Boots of Speed | 17 | 100.00% | 78.6 | 58.82% | +58.82% | +16.18% | +16.18% | 0.00% | 04:51 | -01:30 | 03:38 | 05:01 | 06:45 | 09:16 | 03:07 | 02:18 |
 | Magic Stick | 17 | 100.00% | 75.0 | 58.82% | +58.82% | +16.18% | +16.18% | 0.00% | 02:53 | -01:29 | 00:19 | 01:57 | 04:22 | 10:03 | 04:03 | 03:00 |
 | Tranquil Boots | 17 | 100.00% | 71.4 | 58.82% | +58.82% | -8.82% | +41.18% | 21.90% | 08:32 | 04:51 | 07:04 | 07:40 | 09:21 | 13:24 | 02:17 | 01:41 |
 | Magic Wand | 16 | 94.12% | 67.9 | 56.25% | -43.75% | -6.25% | -31.25% | -7.65% | 09:15 | 03:34 | 07:30 | 09:28 | 10:46 | 13:24 | 03:16 | 02:25 |
 | Void Stone | 9 | 52.94% | 64.3 | 55.56% | -6.94% | -55.56% | +44.44% | 5.77% | 22:28 | 13:36 | 14:59 | 17:51 | 32:18 | 33:33 | 17:19 | 12:49 |
 | Boots of Bearing | 2 | 11.76% | 60.7 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 31:43 | 29:10 | 29:10 | 34:15 | 34:15 | 34:15 | 05:05 | 03:45 |
 | Sange | 2 | 11.76% | 57.1 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 41:25 | 30:27 | 30:27 | 52:23 | 52:23 | 52:23 | 21:56 | 16:14 |
 | Fluffy Hat | 13 | 76.47% | 53.6 | 46.15% | -53.85% | -46.15% | -12.82% | 6.60% | 16:11 | 08:17 | 10:09 | 13:02 | 15:12 | 45:27 | 05:03 | 03:44 |
 | Force Staff | 11 | 64.71% | 50.0 | 45.45% | -37.88% | +21.22% | -12.12% | -4.39% | 23:31 | 16:09 | 17:01 | 19:30 | 24:37 | 45:28 | 07:36 | 05:37 |
 | Ring of Protection | 3 | 17.65% | 46.4 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 12:55 | 06:44 | 06:44 | 13:40 | 18:22 | 18:22 | 11:38 | 08:37 |
 | Glimmer Cape | 1 | 5.88% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 5.88% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 5.88% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 5.88% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 |
 | Cornucopia | 1 | 5.88% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 29.41% | 25.0 | 40.00% | -26.67% | +60.00% | +60.00% | 0.00% | 24:31 | 17:51 | 17:51 | 20:18 | 32:26 | 33:23 | 14:35 | 10:48 |
 | Pavise | 2 | 11.76% | 21.4 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 18:13 | 15:29 | 15:29 | 20:57 | 20:57 | 20:57 | 05:28 | 04:02 |
 | Ghost Scepter | 2 | 11.76% | 17.9 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 35:44 | 33:56 | 33:56 | 37:31 | 37:31 | 37:31 | 03:35 | 02:39 |
 | Blight Stone | 2 | 11.76% | 14.3 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 23:49 | 20:21 | 20:21 | 27:16 | 27:16 | 27:16 | 06:55 | 05:07 |
 | Medallion of Courage | 2 | 11.76% | 10.7 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 25:38 | 20:21 | 20:21 | 30:55 | 30:55 | 30:55 | 10:34 | 07:49 |
 | Shiva's Guard | 1 | 5.88% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 00:00 | 00:00 |
 | Chainmail | 2 | 11.76% | 3.6 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 23:44 | 20:15 | 20:15 | 27:12 | 27:12 | 27:12 | 06:57 | 05:08 |