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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 | |
 | Blink Dagger | 35 | 55.56% | 100.0 | 65.71% | +33.57% | +23.18% | -21.27% | -4.51% | 31:00 | 16:58 | 25:41 | 29:14 | 35:32 | 47:32 | 09:51 | 07:17 |
 | Aether Lens | 36 | 57.14% | 96.6 | 63.89% | +30.56% | +13.89% | +2.78% | -1.66% | 20:42 | 12:42 | 16:45 | 18:26 | 23:27 | 33:54 | 06:42 | 04:57 |
 | Void Stone | 41 | 65.08% | 93.1 | 60.98% | +29.16% | +29.02% | -10.98% | -4.51% | 19:47 | 12:42 | 14:26 | 17:30 | 23:18 | 41:03 | 08:52 | 06:34 |
 | Aeon Disk | 7 | 11.11% | 89.7 | 85.71% | +39.28% | +14.29% | -35.71% | 0.00% | 44:31 | 33:21 | 37:28 | 44:38 | 45:21 | 58:11 | 07:53 | 05:50 |
 | Arcane Boots | 57 | 90.48% | 86.2 | 54.39% | +37.72% | +2.75% | -4.39% | -2.64% | 11:03 | 04:36 | 09:42 | 11:08 | 12:24 | 15:48 | 02:42 | 02:00 |
 | Eul's Scepter of Divinity | 9 | 14.29% | 82.8 | 77.78% | +31.48% | -27.78% | +22.22% | 0.00% | 29:17 | 20:15 | 22:48 | 27:37 | 31:19 | 41:25 | 08:31 | 06:18 |
 | Wind Lace | 39 | 61.90% | 79.3 | 56.41% | +14.74% | -6.41% | +3.59% | 0.79% | 11:22 | -01:29 | 04:50 | 08:27 | 17:27 | 56:23 | 12:37 | 09:20 |
 | Magic Stick | 62 | 98.41% | 75.9 | 51.61% | +51.61% | +4.64% | +1.72% | -1.04% | 02:43 | -01:30 | -01:29 | 02:01 | 04:17 | 16:06 | 05:46 | 04:16 |
 | Boots of Speed | 63 | 100.00% | 72.4 | 50.79% | +50.79% | -0.79% | -13.29% | -2.61% | 03:48 | -01:30 | -01:28 | 04:30 | 06:15 | 10:07 | 07:43 | 05:42 |
 | Magic Wand | 43 | 68.25% | 69.0 | 53.49% | +8.49% | +10.15% | +10.15% | 0.00% | 10:54 | 01:25 | 05:15 | 09:42 | 13:17 | 26:44 | 08:02 | 05:57 |
 | Fluffy Hat | 49 | 77.78% | 65.5 | 48.98% | -8.16% | -7.31% | +17.69% | 3.28% | 18:22 | 09:09 | 13:09 | 15:09 | 20:47 | 41:31 | 07:38 | 05:39 |
 | Tranquil Boots | 18 | 28.57% | 62.1 | 55.56% | +6.67% | -15.56% | -5.56% | 1.43% | 20:21 | 07:23 | 18:23 | 19:34 | 25:22 | 36:54 | 06:59 | 05:10 |
 | Force Staff | 41 | 65.08% | 58.6 | 46.34% | -12.75% | -6.34% | +13.66% | 3.11% | 23:41 | 16:09 | 19:12 | 21:28 | 25:38 | 41:57 | 06:26 | 04:45 |
 | Quelling Blade | 5 | 7.94% | 55.2 | 80.00% | +31.72% | -80.00% | +20.00% | 0.00% | 18:59 | -01:29 | -01:29 | 11:15 | 30:07 | 44:31 | 31:36 | 23:24 |
 | Aghanim's Shard | 33 | 52.38% | 51.7 | 42.42% | -17.58% | +7.58% | +20.08% | 1.31% | 27:59 | 16:21 | 23:26 | 26:52 | 32:58 | 48:09 | 09:32 | 07:03 |
 | Glimmer Cape | 15 | 23.81% | 48.3 | 46.67% | -5.41% | +3.33% | +28.33% | 5.36% | 29:57 | 17:47 | 26:29 | 29:02 | 31:09 | 50:33 | 04:40 | 03:27 |
 | Octarine Core | 2 | 3.17% | 44.8 | 100.00% | +50.82% | 0.00% | 0.00% | 0.00% | 42:56 | 33:04 | 33:04 | 52:47 | 52:47 | 52:47 | 19:43 | 14:36 |
 | Ghost Scepter | 10 | 15.87% | 41.4 | 40.00% | -12.83% | +26.67% | +10.00% | -2.14% | 33:23 | 23:00 | 29:42 | 33:27 | 37:29 | 43:46 | 07:47 | 05:45 |
 | Ring of Health | 4 | 6.35% | 37.9 | 50.00% | -0.85% | -50.00% | +50.00% | 0.00% | 40:07 | 32:01 | 32:01 | 39:55 | 42:00 | 46:30 | 09:59 | 07:23 |
 | Urn of Shadows | 1 | 1.59% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.59% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.59% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.59% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 00:00 | 00:00 |
 | Boots of Bearing | 2 | 3.17% | 20.7 | 50.00% | -0.82% | -50.00% | 0.00% | 0.00% | 20:19 | 19:47 | 19:47 | 20:51 | 20:51 | 20:51 | 01:04 | 00:47 |
 | Drum of Endurance | 2 | 3.17% | 17.2 | 50.00% | -0.82% | +50.00% | 0.00% | 0.00% | 15:53 | 14:05 | 14:05 | 17:40 | 17:40 | 17:40 | 03:35 | 02:39 |
 | Lotus Orb | 2 | 3.17% | 13.8 | 50.00% | -0.82% | -50.00% | 0.00% | 0.00% | 38:38 | 35:28 | 35:28 | 41:48 | 41:48 | 41:48 | 06:20 | 04:41 |
 | Blight Stone | 2 | 3.17% | 10.3 | 0.00% | -52.46% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Bracer | 1 | 1.59% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.59% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:49 | 49:49 | 49:49 | 49:49 | 49:49 | 49:49 | 00:00 | 00:00 |