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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 | 4 | 8.33% | 100.0 | 100.00% | +56.82% | 0.00% | 0.00% | 0.00% | 39:09 | 28:45 | 28:45 | 38:44 | 40:45 | 48:22 | 12:00 | 08:53 |
 | Aghanim's Shard | 30 | 62.50% | 96.8 | 56.67% | +23.34% | +18.33% | +29.04% | 1.26% | 27:18 | 15:02 | 23:27 | 28:12 | 31:57 | 35:04 | 08:30 | 06:17 |
 | Magic Wand | 35 | 72.92% | 93.5 | 54.29% | +23.52% | -9.85% | -9.85% | 0.00% | 10:09 | 00:48 | 07:13 | 09:46 | 12:50 | 24:37 | 05:37 | 04:09 |
 | Magic Stick | 46 | 95.83% | 90.3 | 50.00% | +50.00% | -25.00% | +22.73% | 10.01% | 02:55 | -01:29 | -00:52 | 02:01 | 05:38 | 16:19 | 06:30 | 04:48 |
 | Boots of Speed | 48 | 100.00% | 87.1 | 47.92% | +47.92% | -6.25% | -6.25% | 0.00% | 03:31 | -01:29 | -01:22 | 04:09 | 06:04 | 09:39 | 07:26 | 05:30 |
 | Force Staff | 15 | 31.25% | 83.9 | 60.00% | +17.58% | +40.00% | -60.00% | -11.11% | 26:12 | 16:05 | 18:35 | 24:28 | 27:35 | 47:51 | 09:00 | 06:40 |
 | Void Stone | 37 | 77.08% | 80.6 | 48.65% | +3.20% | -15.32% | +29.13% | 5.51% | 19:34 | 12:15 | 14:05 | 17:52 | 22:09 | 42:03 | 08:04 | 05:58 |
 | Aether Lens | 36 | 75.00% | 77.4 | 47.22% | -2.78% | -2.78% | +19.45% | 3.80% | 21:05 | 13:58 | 16:50 | 18:28 | 22:41 | 42:17 | 05:51 | 04:20 |
 | Arcane Boots | 39 | 81.25% | 74.2 | 46.15% | -9.41% | -6.15% | +13.85% | 4.51% | 11:10 | 06:00 | 08:40 | 11:07 | 13:06 | 21:06 | 04:26 | 03:17 |
 | Wind Lace | 26 | 54.17% | 71.0 | 50.00% | +4.55% | +7.14% | +16.67% | 0.72% | 11:28 | -01:29 | 03:20 | 11:11 | 16:32 | 27:50 | 13:12 | 09:46 |
 | Fluffy Hat | 17 | 35.42% | 67.7 | 52.94% | +7.78% | +22.06% | -52.94% | -6.69% | 18:58 | 06:21 | 10:18 | 16:34 | 21:31 | 47:51 | 11:13 | 08:18 |
 | Blink Dagger | 28 | 58.33% | 64.5 | 46.43% | -3.57% | +25.00% | -3.57% | -2.92% | 26:29 | 13:15 | 20:21 | 25:31 | 30:08 | 47:46 | 09:47 | 07:14 |
 | Headdress | 13 | 27.08% | 61.3 | 53.85% | +8.14% | -20.52% | +12.82% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | -01:04 | 00:00 | 00:00 |
 | Ghost Scepter | 8 | 16.67% | 58.1 | 62.50% | +17.50% | +37.50% | +37.50% | 0.00% | 28:03 | 22:23 | 22:50 | 24:28 | 29:48 | 37:56 | 06:58 | 05:09 |
 | Tranquil Boots | 14 | 29.17% | 54.8 | 50.00% | +2.94% | 0.00% | +16.67% | 1.56% | 17:58 | 06:11 | 12:16 | 17:14 | 22:58 | 28:49 | 10:42 | 07:55 |
 | Quelling Blade | 2 | 4.17% | 51.6 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 09:52 | 09:46 | 09:46 | 09:57 | 09:57 | 09:57 | 00:11 | 00:08 |
 | Eul's Scepter of Divinity | 1 | 2.08% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |
 | Bracer | 1 | 2.08% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 00:00 | 00:00 |
 | Buckler | 1 | 2.08% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.08% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:18 | 39:18 | 39:18 | 39:18 | 39:18 | 39:18 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.08% | 35.5 | 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 |
 | Soul Ring | 1 | 2.08% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 10.42% | 29.0 | 40.00% | -8.84% | -40.00% | +60.00% | 0.00% | 08:19 | 01:18 | 01:18 | 07:50 | 12:28 | 13:36 | 11:10 | 08:16 |
 | Glimmer Cape | 5 | 10.42% | 25.8 | 40.00% | -8.84% | +60.00% | -40.00% | 0.00% | 28:00 | 19:29 | 19:29 | 23:07 | 27:50 | 48:14 | 08:21 | 06:11 |
 | Aeon Disk | 5 | 10.42% | 22.6 | 40.00% | -8.84% | +60.00% | -40.00% | 0.00% | 38:38 | 24:51 | 24:51 | 38:36 | 41:50 | 54:00 | 16:59 | 12:34 |
 | Urn of Shadows | 4 | 8.33% | 19.4 | 25.00% | -25.00% | -25.00% | +75.00% | 0.00% | 10:37 | 04:07 | 04:07 | 08:24 | 12:57 | 17:00 | 08:50 | 06:32 |
 | Ring of Health | 1 | 2.08% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 00:00 | 00:00 |
 | Crown | 1 | 2.08% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 00:00 | 00:00 |
 | Spirit Vessel | 2 | 4.17% | 9.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 16:38 | 15:33 | 15:33 | 17:42 | 17:42 | 17:42 | 02:09 | 01:35 |
 | Dagon | 1 | 2.08% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.08% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 00:00 | 00:00 |