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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 | |
 | Force Staff | 8 | 32.00% | 100.0 | 87.50% | +40.44% | +12.50% | +12.50% | 0.00% | 28:13 | 21:01 | 23:59 | 25:00 | 26:58 | 42:28 | 02:59 | 02:12 |
 | Aeon Disk | 4 | 16.00% | 95.8 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 40:49 | 31:45 | 31:45 | 36:50 | 45:48 | 48:51 | 14:03 | 10:24 |
 | Aghanim's Shard | 22 | 88.00% | 91.7 | 68.18% | +68.18% | +15.15% | -8.18% | -4.53% | 18:56 | 15:00 | 16:03 | 17:32 | 21:12 | 28:40 | 05:09 | 03:48 |
 | Blink Dagger | 7 | 28.00% | 87.5 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 26:53 | 20:47 | 22:01 | 24:39 | 24:55 | 39:52 | 02:54 | 02:08 |
 | Arcane Boots | 17 | 68.00% | 83.3 | 70.59% | +33.09% | +4.41% | -20.59% | -3.12% | 14:19 | 06:15 | 10:38 | 13:03 | 18:39 | 21:35 | 08:01 | 05:56 |
 | Fluffy Hat | 15 | 60.00% | 79.2 | 66.67% | +16.67% | -16.67% | -16.67% | 0.00% | 19:24 | 02:29 | 14:00 | 17:38 | 25:00 | 36:17 | 11:00 | 08:08 |
 | Magic Stick | 25 | 100.00% | 75.0 | 60.00% | +60.00% | +6.67% | -10.00% | -1.90% | 05:11 | -01:29 | -01:29 | 03:38 | 10:16 | 17:13 | 11:45 | 08:42 |
 | Boots of Speed | 25 | 100.00% | 70.8 | 60.00% | +60.00% | +23.33% | -10.00% | -8.03% | 06:41 | 01:27 | 04:35 | 06:22 | 08:44 | 11:37 | 04:09 | 03:04 |
 | Void Stone | 6 | 24.00% | 66.7 | 83.33% | +30.70% | -33.33% | +16.67% | 11.19% | 32:37 | 27:07 | 31:28 | 31:54 | 35:56 | 37:20 | 04:28 | 03:18 |
 | Wind Lace | 14 | 56.00% | 62.5 | 64.29% | +9.74% | +10.71% | -64.29% | -6.53% | 07:46 | -01:29 | -01:29 | 08:13 | 12:58 | 18:40 | 14:27 | 10:42 |
 | Aghanim's Scepter | 3 | 12.00% | 58.3 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 50:32 | 37:32 | 37:32 | 56:55 | 57:08 | 57:08 | 19:36 | 14:31 |
 | Magic Wand | 21 | 84.00% | 54.2 | 57.14% | -17.86% | -17.14% | +2.86% | 2.99% | 11:17 | 04:21 | 06:46 | 11:02 | 13:27 | 24:02 | 06:41 | 04:57 |
 | Ghost Scepter | 5 | 20.00% | 50.0 | 80.00% | +25.00% | +20.00% | +20.00% | 0.00% | 37:36 | 23:27 | 23:27 | 36:42 | 41:40 | 50:28 | 18:13 | 13:29 |
 | Aether Lens | 5 | 20.00% | 45.8 | 80.00% | +25.00% | +20.00% | +20.00% | 0.00% | 34:35 | 27:20 | 27:20 | 36:02 | 37:31 | 40:17 | 10:11 | 07:32 |
 | Ring of Health | 2 | 8.00% | 41.7 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 31:56 | 31:54 | 31:54 | 31:58 | 31:58 | 31:58 | 00:04 | 00:02 |
 | Lotus Orb | 2 | 8.00% | 37.5 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 32:00 | 31:58 | 31:58 | 32:02 | 32:02 | 32:02 | 00:04 | 00:02 |
 | Glimmer Cape | 6 | 24.00% | 33.3 | 50.00% | -13.16% | +50.00% | +50.00% | 0.00% | 31:43 | 22:14 | 28:56 | 29:57 | 32:51 | 44:38 | 03:55 | 02:54 |
 | Tranquil Boots | 7 | 28.00% | 29.2 | 42.86% | -23.81% | +57.14% | +7.14% | -9.20% | 16:20 | 09:53 | 12:11 | 13:19 | 17:37 | 29:24 | 05:26 | 04:01 |
 | Linken's Sphere | 1 | 4.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |
 | Black King Bar | 1 | 4.00% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 4.00% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 00:00 | 00:00 |
 | Wraith Band | 1 | 4.00% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 4.00% | 8.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 8.00% | 4.2 | 50.00% | -10.87% | +50.00% | 0.00% | 0.00% | 24:24 | 21:58 | 21:58 | 26:50 | 26:50 | 26:50 | 04:52 | 03:36 |