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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 | 21 | 91.30% | 100.0 | 42.86% | +42.86% | -2.86% | -2.86% | 0.00% | 12:10 | 08:01 | 08:49 | 11:28 | 12:10 | 21:56 | 03:21 | 02:28 |
 | Boots of Travel | 4 | 17.39% | 96.9 | 75.00% | +43.42% | +25.00% | -75.00% | -9.48% | 40:14 | 30:44 | 30:44 | 39:16 | 41:17 | 49:37 | 10:33 | 07:48 |
 | Scythe of Vyse | 2 | 8.70% | 93.8 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 32:44 | 26:18 | 26:18 | 39:10 | 39:10 | 39:10 | 12:52 | 09:31 |
 | Void Stone | 19 | 82.61% | 90.6 | 42.11% | +17.11% | +37.89% | -42.11% | -19.20% | 24:06 | 16:24 | 21:11 | 22:20 | 25:21 | 39:15 | 04:10 | 03:05 |
 | Boots of Speed | 23 | 100.00% | 87.5 | 39.13% | +39.13% | -5.80% | +10.87% | 5.56% | 04:21 | -01:29 | 03:12 | 05:06 | 06:12 | 08:21 | 03:00 | 02:13 |
 | Magic Stick | 22 | 95.65% | 84.4 | 36.36% | -63.64% | -19.69% | -16.36% | 0.38% | 04:20 | -01:30 | -01:29 | 02:38 | 10:09 | 17:57 | 11:38 | 08:37 |
 | Aghanim's Shard | 22 | 95.65% | 81.3 | 36.36% | -63.64% | -19.69% | -16.36% | 2.32% | 15:50 | 15:00 | 15:03 | 15:23 | 16:29 | 18:08 | 01:26 | 01:03 |
 | Magic Wand | 20 | 86.96% | 78.1 | 35.00% | -31.67% | +25.00% | -15.00% | -6.17% | 14:04 | 08:26 | 10:35 | 13:04 | 17:04 | 22:47 | 06:29 | 04:48 |
 | Force Staff | 13 | 56.52% | 75.0 | 38.46% | -1.54% | +28.21% | -38.46% | -6.44% | 26:59 | 16:58 | 21:29 | 25:21 | 31:50 | 41:31 | 10:21 | 07:40 |
 | Aether Lens | 14 | 60.87% | 71.9 | 35.71% | -8.73% | +39.29% | -35.71% | -12.97% | 25:10 | 16:32 | 21:37 | 24:13 | 27:24 | 39:19 | 05:47 | 04:17 |
 | Fluffy Hat | 15 | 65.22% | 68.8 | 33.33% | -16.67% | -8.33% | -33.33% | -2.18% | 23:24 | 12:01 | 16:14 | 22:48 | 27:42 | 35:03 | 11:28 | 08:29 |
 | Ring of Health | 3 | 13.04% | 65.6 | 66.67% | +31.67% | +33.33% | 0.00% | 0.00% | 25:50 | 22:38 | 22:38 | 24:31 | 30:20 | 30:20 | 07:42 | 05:42 |
 | Lotus Orb | 3 | 13.04% | 62.5 | 66.67% | +31.67% | +33.33% | 0.00% | 0.00% | 27:48 | 24:30 | 24:30 | 24:41 | 34:14 | 34:14 | 09:44 | 07:12 |
 | Wraith Band | 4 | 17.39% | 59.4 | 50.00% | +13.16% | -50.00% | -50.00% | 0.00% | 26:41 | 22:21 | 22:21 | 26:12 | 26:22 | 31:50 | 04:01 | 02:58 |
 | Boots of Travel 2 | 1 | 4.35% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 4.35% | 53.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Null Talisman | 1 | 4.35% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ethereal Blade | 2 | 8.70% | 46.9 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 39:23 | 37:41 | 37:41 | 41:05 | 41:05 | 41:05 | 03:24 | 02:31 |
 | Black King Bar | 2 | 8.70% | 43.8 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 34:46 | 32:05 | 32:05 | 37:26 | 37:26 | 37:26 | 05:21 | 03:57 |
 | Kaya | 2 | 8.70% | 40.6 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 34:44 | 28:27 | 28:27 | 41:01 | 41:01 | 41:01 | 12:34 | 09:18 |
 | Quelling Blade | 3 | 13.04% | 37.5 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 02:18 | -01:29 | -01:29 | 00:17 | 08:07 | 08:07 | 09:36 | 07:06 |
 | Ghost Scepter | 3 | 13.04% | 34.4 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 39:01 | 34:50 | 34:50 | 37:15 | 44:58 | 44:58 | 10:08 | 07:30 |
 | Tranquil Boots | 4 | 17.39% | 31.3 | 25.00% | -17.11% | -25.00% | -25.00% | 0.00% | 15:14 | 06:27 | 06:27 | 07:14 | 21:50 | 25:24 | 15:23 | 11:23 |
 | Wind Lace | 4 | 17.39% | 28.1 | 25.00% | -17.11% | -25.00% | -25.00% | 0.00% | 14:36 | 06:07 | 06:07 | 06:40 | 20:43 | 24:54 | 14:36 | 10:48 |
 | Aeon Disk | 1 | 4.35% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Sange | 1 | 4.35% | 21.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:13 | 55:13 | 55:13 | 55:13 | 55:13 | 55:13 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 8.70% | 18.8 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 29:47 | 27:15 | 27:15 | 32:19 | 32:19 | 32:19 | 05:04 | 03:45 |
 | Octarine Core | 1 | 4.35% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 8.70% | 12.5 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 34:55 | 25:36 | 25:36 | 44:13 | 44:13 | 44:13 | 18:37 | 13:47 |
 | Eul's Scepter of Divinity | 1 | 4.35% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:50 | 28:50 | 28:50 | 28:50 | 28:50 | 28:50 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 8.70% | 6.3 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 11:14 | 10:45 | 10:45 | 11:42 | 11:42 | 11:42 | 00:57 | 00:42 |
 | Boots of Bearing | 1 | 4.35% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 00:00 | 00:00 |