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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 Shard | 15 | 62.50% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 24:37 | 16:01 | 20:26 | 24:56 | 27:02 | 36:16 | 06:36 | 04:53 |
 | Tranquil Boots | 9 | 37.50% | 96.6 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 19:27 | 11:44 | 12:53 | 14:50 | 28:33 | 32:34 | 15:40 | 11:36 |
 | Wind Lace | 14 | 58.33% | 93.1 | 85.71% | +25.71% | +14.29% | -19.04% | -1.62% | 16:42 | 01:57 | 07:14 | 11:08 | 27:52 | 42:23 | 20:38 | 15:17 |
 | Fluffy Hat | 17 | 70.83% | 89.7 | 82.35% | +25.21% | -7.35% | -7.35% | 0.00% | 15:12 | 08:55 | 11:46 | 14:57 | 16:49 | 25:26 | 05:03 | 03:44 |
 | Magic Stick | 23 | 95.83% | 86.2 | 78.26% | +78.26% | +5.07% | -11.59% | -5.65% | 03:14 | -01:29 | -01:29 | 02:52 | 04:26 | 13:11 | 05:55 | 04:22 |
 | Magic Wand | 13 | 54.17% | 82.8 | 84.62% | +20.98% | +15.38% | -17.95% | -5.43% | 12:19 | 06:12 | 08:45 | 12:51 | 14:53 | 18:46 | 06:08 | 04:32 |
 | Boots of Speed | 24 | 100.00% | 79.3 | 75.00% | +75.00% | +8.33% | -25.00% | -13.07% | 08:50 | 03:48 | 07:13 | 09:10 | 09:46 | 14:38 | 02:33 | 01:53 |
 | Force Staff | 10 | 41.67% | 75.9 | 80.00% | +8.57% | +20.00% | -30.00% | -7.11% | 26:15 | 20:55 | 22:47 | 23:41 | 29:49 | 33:29 | 07:02 | 05:12 |
 | Buckler | 3 | 12.50% | 72.4 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 31:02 | 26:32 | 26:32 | 32:08 | 34:27 | 34:27 | 07:55 | 05:51 |
 | Ghost Scepter | 5 | 20.83% | 69.0 | 80.00% | +6.32% | +20.00% | +20.00% | 0.00% | 30:13 | 21:28 | 21:28 | 33:24 | 34:33 | 39:17 | 13:05 | 09:41 |
 | Ring of Protection | 4 | 16.67% | 65.5 | 75.00% | 0.00% | -75.00% | +25.00% | 0.00% | 22:55 | -01:29 | -01:29 | 26:32 | 32:08 | 34:27 | 33:37 | 24:54 |
 | Glimmer Cape | 4 | 16.67% | 62.1 | 75.00% | 0.00% | -75.00% | +25.00% | 0.00% | 22:45 | 18:28 | 18:28 | 21:35 | 25:25 | 25:32 | 06:57 | 05:08 |
 | Aether Lens | 2 | 8.33% | 58.6 | 100.00% | +27.27% | 0.00% | 0.00% | 0.00% | 30:19 | 29:33 | 29:33 | 31:04 | 31:04 | 31:04 | 01:31 | 01:07 |
 | Wraith Pact | 2 | 8.33% | 55.2 | 100.00% | +27.27% | 0.00% | 0.00% | 0.00% | 35:53 | 35:05 | 35:05 | 36:40 | 36:40 | 36:40 | 01:35 | 01:10 |
 | Morbid Mask | 2 | 8.33% | 51.7 | 100.00% | +27.27% | 0.00% | 0.00% | 0.00% | 29:56 | 27:44 | 27:44 | 32:08 | 32:08 | 32:08 | 04:24 | 03:15 |
 | Vladmir's Offering | 2 | 8.33% | 48.3 | 100.00% | +27.27% | 0.00% | 0.00% | 0.00% | 32:08 | 31:28 | 31:28 | 32:47 | 32:47 | 32:47 | 01:19 | 00:58 |
 | Arcane Boots | 5 | 20.83% | 44.8 | 60.00% | -18.95% | -60.00% | +40.00% | 9.00% | 14:31 | 08:37 | 08:37 | 11:43 | 19:44 | 22:43 | 11:07 | 08:14 |
 | Crown | 5 | 20.83% | 41.4 | 60.00% | -18.95% | -60.00% | +40.00% | 24.69% | 22:00 | 14:17 | 14:17 | 16:32 | 18:20 | 45:15 | 04:03 | 03:00 |
 | Void Stone | 3 | 12.50% | 37.9 | 66.67% | -9.52% | -66.67% | 0.00% | 0.00% | 28:00 | 24:09 | 24:09 | 29:02 | 30:49 | 30:49 | 06:40 | 04:56 |
 | Ring of Basilius | 7 | 29.17% | 34.5 | 42.86% | -45.38% | -42.86% | +57.14% | 11.47% | 08:19 | 03:22 | 04:08 | 05:55 | 12:51 | 13:33 | 08:43 | 06:27 |
 | Veil of Discord | 4 | 16.67% | 31.0 | 50.00% | -30.00% | -50.00% | +50.00% | 0.00% | 20:14 | 17:59 | 17:59 | 18:58 | 21:28 | 22:30 | 03:29 | 02:34 |
 | Chainmail | 1 | 4.17% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 4.17% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Blight Stone | 1 | 4.17% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 4.17% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 |
 | Orb of Venom | 3 | 12.50% | 13.8 | 0.00% | -85.71% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.17% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.17% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:54 | 22:54 | 22:54 | 22:54 | 22:54 | 22:54 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 4.17% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |