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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 | |
 | Ghost Scepter | 5 | 10.87% | 100.0 | 100.00% | +60.98% | 0.00% | 0.00% | 0.00% | 24:11 | 21:12 | 21:12 | 21:37 | 25:00 | 31:35 | 03:48 | 02:48 |
 | Crown | 7 | 15.22% | 96.9 | 85.71% | +47.25% | -35.71% | +14.29% | 0.00% | 33:19 | 19:59 | 20:47 | 32:32 | 40:53 | 53:37 | 20:06 | 14:53 |
 | Blink Dagger | 4 | 8.70% | 93.8 | 100.00% | +59.52% | 0.00% | 0.00% | 0.00% | 28:37 | 20:18 | 20:18 | 20:57 | 29:36 | 43:37 | 09:18 | 06:53 |
 | Chainmail | 8 | 17.39% | 90.6 | 75.00% | +35.53% | +25.00% | +25.00% | 0.00% | 28:18 | 11:42 | 17:52 | 19:41 | 39:48 | 53:37 | 21:56 | 16:14 |
 | Blight Stone | 8 | 17.39% | 87.5 | 75.00% | +35.53% | +25.00% | +25.00% | 0.00% | 30:08 | 17:52 | 19:41 | 20:46 | 39:49 | 53:37 | 20:08 | 14:54 |
 | Medallion of Courage | 8 | 17.39% | 84.4 | 75.00% | +35.53% | +25.00% | +25.00% | 0.00% | 31:15 | 17:52 | 19:41 | 28:27 | 39:49 | 53:37 | 20:08 | 14:54 |
 | Wind Lace | 39 | 84.78% | 81.3 | 48.72% | +20.15% | +21.28% | +1.28% | -1.60% | 15:39 | 00:10 | 08:17 | 12:57 | 20:46 | 41:41 | 12:29 | 09:14 |
 | Boots of Speed | 46 | 100.00% | 78.1 | 45.65% | +45.65% | -12.32% | +17.99% | 19.77% | 07:15 | 03:20 | 06:21 | 07:13 | 07:53 | 11:56 | 01:32 | 01:08 |
 | Magic Stick | 46 | 100.00% | 75.0 | 45.65% | +45.65% | -12.32% | +27.08% | 15.66% | 02:14 | -01:29 | -01:29 | 01:15 | 04:00 | 12:17 | 05:29 | 04:03 |
 | Magic Wand | 41 | 89.13% | 71.9 | 46.34% | +6.34% | +13.66% | +3.66% | -2.08% | 08:52 | 00:49 | 05:43 | 09:28 | 10:31 | 29:40 | 04:48 | 03:33 |
 | Tranquil Boots | 36 | 78.26% | 68.8 | 47.22% | +7.22% | +8.34% | +8.34% | 0.00% | 19:00 | 08:12 | 10:50 | 13:01 | 29:22 | 43:24 | 18:32 | 13:43 |
 | Aether Lens | 7 | 15.22% | 65.6 | 71.43% | +30.40% | +28.57% | -71.43% | 0.00% | 34:24 | 25:32 | 29:21 | 34:54 | 35:36 | 47:14 | 06:15 | 04:37 |
 | Solar Crest | 7 | 15.22% | 62.5 | 71.43% | +30.40% | -21.43% | +28.57% | 0.00% | 35:56 | 24:50 | 26:50 | 33:46 | 40:54 | 53:37 | 14:04 | 10:25 |
 | Drum of Endurance | 7 | 15.22% | 59.4 | 71.43% | +30.40% | +28.57% | +28.57% | 0.00% | 28:38 | 22:34 | 24:00 | 26:02 | 30:37 | 40:44 | 06:37 | 04:54 |
 | Ring of Protection | 30 | 65.22% | 56.3 | 43.33% | -6.67% | +6.67% | -0.47% | -1.81% | 12:58 | 02:15 | 11:32 | 13:31 | 15:29 | 18:35 | 03:57 | 02:55 |
 | Void Stone | 31 | 67.39% | 53.1 | 41.94% | -11.39% | -4.44% | -16.94% | -2.60% | 17:15 | 08:26 | 13:47 | 16:05 | 18:36 | 35:14 | 04:49 | 03:34 |
 | Glimmer Cape | 23 | 50.00% | 50.0 | 43.48% | -4.35% | -10.15% | +6.52% | 3.55% | 24:18 | 14:47 | 20:46 | 21:56 | 25:28 | 41:02 | 04:42 | 03:28 |
 | Fluffy Hat | 37 | 80.43% | 46.9 | 37.84% | -39.94% | -15.62% | -26.73% | -2.19% | 13:22 | 02:17 | 08:42 | 11:54 | 13:46 | 47:41 | 05:04 | 03:45 |
 | Pavise | 28 | 60.87% | 43.8 | 39.29% | -16.27% | +3.57% | -10.72% | -3.13% | 16:59 | 12:51 | 14:41 | 16:45 | 19:15 | 20:41 | 04:34 | 03:22 |
 | Boots of Bearing | 4 | 8.70% | 40.6 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 36:04 | 33:16 | 33:16 | 34:13 | 36:37 | 40:10 | 03:21 | 02:28 |
 | Aeon Disk | 2 | 4.35% | 37.5 | 100.00% | +56.82% | 0.00% | 0.00% | 0.00% | 43:38 | 42:57 | 42:57 | 44:18 | 44:18 | 44:18 | 01:21 | 01:00 |
 | Aghanim's Shard | 7 | 15.22% | 34.4 | 57.14% | +13.55% | -7.14% | +42.86% | 0.00% | 29:28 | 21:47 | 28:33 | 29:48 | 31:58 | 33:19 | 03:25 | 02:31 |
 | Force Staff | 20 | 43.48% | 31.3 | 35.00% | -18.85% | +25.00% | -35.00% | -11.76% | 26:49 | 16:15 | 22:38 | 24:49 | 27:44 | 47:41 | 05:06 | 03:46 |
 | Arcane Boots | 6 | 13.04% | 28.1 | 50.00% | +5.00% | +50.00% | -50.00% | 0.00% | 16:32 | 07:34 | 12:16 | 12:16 | 24:30 | 29:32 | 12:14 | 09:03 |
 | Eul's Scepter of Divinity | 1 | 2.17% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 00:00 | 00:00 |
 | Headdress | 1 | 2.17% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:20 | 24:20 | 24:20 | 24:20 | 24:20 | 24:20 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.17% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:16 | 10:16 | 10:16 | 10:16 | 10:16 | 10:16 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.17% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 00:00 | 00:00 |
 | Lotus Orb | 3 | 6.52% | 12.5 | 33.33% | -13.18% | +66.67% | 0.00% | 0.00% | 35:33 | 31:24 | 31:24 | 35:09 | 40:06 | 40:06 | 08:42 | 06:26 |
 | Ring of Health | 3 | 6.52% | 9.4 | 33.33% | -13.18% | +66.67% | 0.00% | 0.00% | 32:50 | 24:25 | 24:25 | 33:58 | 40:06 | 40:06 | 15:41 | 11:37 |
 | Aghanim's Scepter | 1 | 2.17% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:38 | 52:38 | 52:38 | 52:38 | 52:38 | 52:38 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 2.17% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 00:00 | 00:00 |