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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 | |
 | Aether Lens | 34 | 72.34% | 100.0 | 50.00% | +34.62% | +27.78% | -37.50% | -8.98% | 27:02 | 17:20 | 22:41 | 26:58 | 29:57 | 45:56 | 07:16 | 05:22 |
 | Void Stone | 35 | 74.47% | 96.6 | 48.57% | +31.90% | +29.21% | -26.35% | -7.56% | 27:11 | 17:12 | 22:33 | 26:54 | 29:54 | 47:04 | 07:21 | 05:26 |
 | Magic Wand | 35 | 74.47% | 93.1 | 48.57% | +31.90% | -4.13% | +6.99% | 2.40% | 09:42 | 03:36 | 06:38 | 10:14 | 11:16 | 22:25 | 04:38 | 03:25 |
 | Quelling Blade | 5 | 10.64% | 89.7 | 80.00% | +44.29% | +20.00% | -80.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Octarine Core | 17 | 36.17% | 86.2 | 52.94% | +19.61% | +47.06% | -2.94% | -6.19% | 35:22 | 27:52 | 30:39 | 35:31 | 38:44 | 43:22 | 08:05 | 05:59 |
 | Magic Stick | 39 | 82.98% | 82.8 | 43.59% | +18.59% | -13.59% | +6.41% | 2.82% | 06:15 | -01:29 | 03:01 | 06:47 | 10:07 | 13:46 | 07:06 | 05:15 |
 | Wind Lace | 37 | 78.72% | 79.3 | 43.24% | +13.24% | +1.20% | -21.02% | -3.98% | 07:42 | 00:51 | 04:51 | 07:21 | 10:26 | 18:50 | 05:35 | 04:08 |
 | Black King Bar | 43 | 91.49% | 75.9 | 41.86% | +16.86% | +21.78% | -5.50% | -5.76% | 21:50 | 16:01 | 18:02 | 20:25 | 22:46 | 38:11 | 04:44 | 03:30 |
 | Boots of Speed | 47 | 100.00% | 72.4 | 40.43% | +40.43% | +1.24% | -7.10% | -4.91% | 03:42 | -01:29 | 02:54 | 03:23 | 04:36 | 09:26 | 01:42 | 01:15 |
 | Bottle | 44 | 93.62% | 69.0 | 40.91% | +7.58% | +13.64% | +4.54% | -9.10% | 02:31 | 00:48 | 01:29 | 01:49 | 02:19 | 08:49 | 00:50 | 00:37 |
 | Aghanim's Shard | 13 | 27.66% | 65.5 | 53.85% | +18.56% | +12.82% | -20.52% | -4.64% | 29:59 | 21:28 | 23:07 | 28:18 | 30:18 | 50:52 | 07:11 | 05:19 |
 | Blink Dagger | 40 | 85.11% | 62.1 | 37.50% | -19.64% | -7.50% | +2.50% | 1.27% | 22:08 | 13:49 | 16:57 | 23:20 | 24:49 | 31:30 | 07:52 | 05:49 |
 | Null Talisman | 15 | 31.91% | 58.6 | 33.33% | -10.42% | -8.33% | -8.33% | 0.00% | 05:13 | -01:29 | 02:25 | 04:07 | 05:01 | 25:49 | 02:36 | 01:55 |
 | Shiva's Guard | 3 | 6.38% | 55.2 | 66.67% | +28.03% | -66.67% | 0.00% | 0.00% | 36:41 | 32:55 | 32:55 | 34:23 | 42:45 | 42:45 | 09:50 | 07:17 |
 | Aeon Disk | 4 | 8.51% | 51.7 | 50.00% | +10.47% | -50.00% | +50.00% | 0.00% | 44:26 | 36:46 | 36:46 | 41:22 | 46:25 | 53:11 | 09:39 | 07:08 |
 | Orb of Venom | 1 | 2.13% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 00:00 | 00:00 |
 | Bracer | 1 | 2.13% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.13% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.13% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 00:00 | 00:00 |
 | Fluffy Hat | 9 | 19.15% | 34.5 | 22.22% | -22.52% | +27.78% | -22.22% | -4.04% | 27:33 | 19:19 | 19:22 | 27:24 | 31:44 | 40:02 | 12:22 | 09:09 |
 | Force Staff | 9 | 19.15% | 31.0 | 22.22% | -22.52% | +27.78% | -22.22% | -3.88% | 27:46 | 19:19 | 19:22 | 27:24 | 32:15 | 40:02 | 12:53 | 09:32 |
 | Ring of Basilius | 2 | 4.26% | 27.6 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 05:04 | 02:45 | 02:45 | 07:23 | 07:23 | 07:23 | 04:38 | 03:25 |
 | Eul's Scepter of Divinity | 2 | 4.26% | 24.1 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 23:46 | 23:16 | 23:16 | 24:16 | 24:16 | 24:16 | 01:00 | 00:44 |
 | Tranquil Boots | 1 | 2.13% | 20.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Ring of Health | 2 | 4.26% | 17.2 | 0.00% | -42.22% | 0.00% | 0.00% | 0.00% | 29:45 | 12:27 | 12:27 | 47:03 | 47:03 | 47:03 | 34:36 | 25:37 |
 | Ghost Scepter | 3 | 6.38% | 13.8 | 0.00% | -43.18% | 0.00% | 0.00% | 0.00% | 32:25 | 26:01 | 26:01 | 28:06 | 43:07 | 43:07 | 17:06 | 12:40 |
 | Hood of Defiance | 1 | 2.13% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.13% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 00:00 | 00:00 |
 | Headdress | 1 | 2.13% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:34 | 03:34 | 03:34 | 03:34 | 03:34 | 03:34 | 00:00 | 00:00 |