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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 | 5.41% | 100.0 | 100.00% | +57.14% | 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 | 41 | 55.41% | 97.4 | 56.10% | +22.77% | +3.90% | +13.90% | 1.02% | 27:09 | 15:02 | 21:58 | 28:12 | 31:45 | 35:04 | 09:47 | 07:14 |
 | Void Stone | 53 | 71.62% | 94.9 | 50.94% | +17.61% | +2.91% | +10.60% | 1.02% | 19:35 | 11:31 | 14:37 | 17:59 | 22:09 | 42:03 | 07:32 | 05:34 |
 | Aether Lens | 51 | 68.92% | 92.3 | 50.98% | +16.20% | +10.56% | +2.87% | -1.44% | 20:34 | 13:36 | 16:50 | 18:28 | 22:11 | 42:17 | 05:21 | 03:57 |
 | Magic Wand | 57 | 77.03% | 89.7 | 49.12% | +13.83% | -13.41% | +0.88% | 1.82% | 09:56 | 00:48 | 05:20 | 09:34 | 13:10 | 24:37 | 07:50 | 05:48 |
 | Blink Dagger | 41 | 55.41% | 87.2 | 51.22% | +11.83% | -1.22% | -1.22% | 0.00% | 25:28 | 13:15 | 19:51 | 25:27 | 29:09 | 47:46 | 09:18 | 06:53 |
 | Boots of Speed | 74 | 100.00% | 84.6 | 45.95% | +45.95% | -9.11% | -1.51% | 1.69% | 03:53 | -01:29 | 01:59 | 04:15 | 06:29 | 12:31 | 04:30 | 03:20 |
 | Tranquil Boots | 21 | 28.38% | 82.1 | 57.14% | +15.63% | +2.86% | +2.86% | 0.00% | 22:52 | 06:11 | 12:25 | 22:45 | 27:58 | 49:11 | 15:33 | 11:31 |
 | Wind Lace | 35 | 47.30% | 79.5 | 51.43% | +10.40% | +4.13% | +26.35% | 1.87% | 12:18 | -01:29 | 04:40 | 11:11 | 16:32 | 33:23 | 11:52 | 08:47 |
 | Magic Stick | 70 | 94.59% | 76.9 | 45.71% | -4.29% | -12.38% | +7.23% | 4.23% | 03:07 | -01:29 | -01:28 | 01:59 | 06:06 | 16:19 | 07:34 | 05:36 |
 | Arcane Boots | 63 | 85.14% | 74.4 | 46.03% | +0.58% | -2.28% | +3.97% | 1.48% | 11:14 | 06:00 | 08:52 | 11:07 | 13:05 | 21:06 | 04:13 | 03:07 |
 | Headdress | 14 | 18.92% | 71.8 | 57.14% | +13.81% | +42.86% | +9.53% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | -01:04 | 00:00 | 00:00 |
 | Fluffy Hat | 30 | 40.54% | 69.2 | 46.67% | +1.22% | +15.83% | -32.38% | -3.27% | 19:54 | 06:21 | 13:30 | 17:13 | 28:14 | 47:51 | 14:44 | 10:54 |
 | Force Staff | 25 | 33.78% | 66.7 | 48.00% | +3.10% | +18.67% | -31.33% | -4.09% | 26:37 | 16:05 | 19:02 | 24:42 | 31:16 | 47:51 | 12:14 | 09:03 |
 | Ghost Scepter | 8 | 10.81% | 64.1 | 62.50% | +18.56% | +37.50% | +37.50% | 0.00% | 28:03 | 22:23 | 22:50 | 24:28 | 29:48 | 37:56 | 06:58 | 05:09 |
 | Quelling Blade | 2 | 2.70% | 61.5 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 09:52 | 09:46 | 09:46 | 09:57 | 09:57 | 09:57 | 00:11 | 00:08 |
 | Glimmer Cape | 8 | 10.81% | 59.0 | 50.00% | +4.55% | +50.00% | 0.00% | -7.16% | 25:51 | 17:52 | 19:29 | 22:30 | 26:28 | 48:14 | 06:59 | 05:10 |
 | Aeon Disk | 9 | 12.16% | 56.4 | 44.44% | -1.71% | +5.56% | -44.44% | -5.44% | 39:30 | 24:51 | 33:51 | 38:36 | 43:02 | 54:00 | 09:11 | 06:48 |
 | Ring of Health | 3 | 4.05% | 53.8 | 66.67% | +21.60% | -66.67% | 0.00% | 0.00% | 32:08 | 22:57 | 22:57 | 36:38 | 36:50 | 36:50 | 13:53 | 10:17 |
 | Octarine Core | 1 | 1.35% | 51.3 | 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 |
 | Lotus Orb | 1 | 1.35% | 48.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.35% | 46.2 | 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 |
 | Buckler | 1 | 1.35% | 43.6 | 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 |
 | Ring of Basilius | 1 | 1.35% | 41.0 | 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 |
 | Eul's Scepter of Divinity | 1 | 1.35% | 38.5 | 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 |
 | Linken's Sphere | 1 | 1.35% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Ring of Protection | 6 | 8.11% | 33.3 | 33.33% | -13.73% | -33.33% | -33.33% | 0.00% | 09:21 | 01:18 | 06:23 | 07:50 | 13:36 | 14:30 | 07:13 | 05:20 |
 | Bracer | 3 | 4.05% | 30.8 | 33.33% | -13.15% | -33.33% | 0.00% | 0.00% | 09:42 | 05:48 | 05:48 | 10:16 | 13:03 | 13:03 | 07:15 | 05:22 |
 | Urn of Shadows | 5 | 6.76% | 28.2 | 20.00% | -27.83% | -20.00% | +80.00% | 8.85% | 11:35 | 04:07 | 04:07 | 12:57 | 15:25 | 17:00 | 11:18 | 08:22 |
 | Spirit Vessel | 2 | 2.70% | 25.6 | 0.00% | -47.22% | 0.00% | 0.00% | 0.00% | 16:38 | 15:33 | 15:33 | 17:42 | 17:42 | 17:42 | 02:09 | 01:35 |
 | Crown | 2 | 2.70% | 23.1 | 0.00% | -47.22% | 0.00% | 0.00% | 0.00% | 30:48 | 20:17 | 20:17 | 41:18 | 41:18 | 41:18 | 21:01 | 15:34 |
 | Null Talisman | 1 | 1.35% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:40 | 02:40 | 02:40 | 02:40 | 02:40 | 02:40 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.35% | 17.9 | 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 |
 | Dagon | 2 | 2.70% | 15.4 | 0.00% | -47.22% | 0.00% | 0.00% | 0.00% | 31:00 | 20:42 | 20:42 | 41:18 | 41:18 | 41:18 | 20:36 | 15:15 |
 | Dagon (level 5) | 1 | 1.35% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:57 | 31:57 | 31:57 | 31:57 | 31:57 | 31:57 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 1.35% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 1.35% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.35% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.35% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |