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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 | 44 | 52.38% | 100.0 | 59.09% | +26.59% | +4.55% | -13.64% | -1.47% | 31:24 | 17:47 | 24:12 | 31:19 | 36:36 | 1:08:23 | 12:24 | 09:11 |
 | Arcane Boots | 78 | 92.86% | 97.7 | 47.44% | +14.11% | +2.56% | +5.19% | 0.88% | 10:42 | 06:18 | 09:00 | 10:21 | 12:00 | 17:59 | 03:00 | 02:13 |
 | Boots of Speed | 84 | 100.00% | 95.5 | 46.43% | +46.43% | -3.57% | -3.57% | 0.00% | 04:09 | -01:29 | 03:14 | 04:34 | 06:15 | 11:40 | 03:01 | 02:14 |
 | Magic Stick | 83 | 98.81% | 93.2 | 45.78% | -54.22% | +1.84% | -2.92% | -1.24% | 03:04 | -01:30 | -01:29 | 02:11 | 05:20 | 16:59 | 06:49 | 05:02 |
 | Magic Wand | 72 | 85.71% | 90.9 | 45.83% | -4.17% | +4.17% | -12.50% | -2.60% | 10:41 | 01:22 | 06:31 | 11:00 | 12:56 | 42:12 | 06:25 | 04:45 |
 | Wind Lace | 47 | 55.95% | 88.6 | 48.94% | +5.70% | -7.27% | +9.39% | 0.98% | 15:58 | -01:30 | 06:26 | 15:54 | 23:23 | 40:49 | 16:57 | 12:33 |
 | Void Stone | 58 | 69.05% | 86.4 | 46.55% | +0.40% | -13.22% | -10.84% | 0.20% | 20:36 | 09:42 | 14:44 | 17:28 | 26:24 | 46:28 | 11:40 | 08:38 |
 | Aether Lens | 56 | 66.67% | 84.1 | 46.43% | 0.00% | +3.57% | -17.86% | -2.15% | 21:41 | 11:03 | 15:50 | 18:12 | 25:48 | 46:46 | 09:58 | 07:22 |
 | Ghost Scepter | 7 | 8.33% | 81.8 | 71.43% | +27.27% | +28.57% | -21.43% | -2.56% | 30:28 | 18:35 | 18:44 | 32:03 | 38:17 | 38:48 | 19:33 | 14:28 |
 | Fluffy Hat | 52 | 61.90% | 79.5 | 42.31% | -10.82% | -3.85% | +3.84% | 0.65% | 19:18 | 09:13 | 12:45 | 17:16 | 24:40 | 37:15 | 11:55 | 08:49 |
 | Force Staff | 45 | 53.57% | 77.3 | 42.22% | -9.06% | +3.23% | -14.95% | -1.80% | 25:06 | 17:14 | 19:48 | 22:44 | 29:53 | 43:28 | 10:05 | 07:28 |
 | Aghanim's Shard | 52 | 61.90% | 75.0 | 40.38% | -15.87% | +5.77% | +5.77% | 0.00% | 28:15 | 16:30 | 23:23 | 27:25 | 32:32 | 45:12 | 09:09 | 06:46 |
 | Tranquil Boots | 27 | 32.14% | 72.7 | 44.44% | -2.93% | -15.87% | -1.58% | 1.17% | 25:33 | 09:59 | 17:40 | 23:47 | 29:55 | 49:39 | 12:15 | 09:04 |
 | Glimmer Cape | 28 | 33.33% | 70.5 | 42.86% | -5.35% | +28.57% | -14.29% | -3.55% | 27:36 | 16:06 | 20:08 | 25:17 | 32:13 | 49:22 | 12:05 | 08:57 |
 | Boots of Travel | 2 | 2.38% | 68.2 | 100.00% | +54.88% | 0.00% | 0.00% | 0.00% | 42:36 | 38:43 | 38:43 | 46:28 | 46:28 | 46:28 | 07:45 | 05:44 |
 | Aeon Disk | 8 | 9.52% | 65.9 | 50.00% | +3.95% | 0.00% | 0.00% | 0.00% | 41:06 | 35:42 | 36:25 | 38:54 | 41:22 | 50:41 | 04:57 | 03:40 |
 | Eul's Scepter of Divinity | 6 | 7.14% | 63.6 | 50.00% | +3.85% | -50.00% | -50.00% | 0.00% | 28:52 | 22:57 | 26:47 | 27:45 | 32:49 | 34:18 | 06:02 | 04:28 |
 | Ring of Health | 6 | 7.14% | 61.4 | 50.00% | +3.85% | 0.00% | -50.00% | -2.92% | 31:10 | 17:38 | 21:48 | 29:28 | 38:57 | 47:23 | 17:09 | 12:42 |
 | Null Talisman | 3 | 3.57% | 59.1 | 66.67% | +20.99% | -66.67% | 0.00% | 0.00% | 04:07 | 02:38 | 02:38 | 02:49 | 06:55 | 06:55 | 04:17 | 03:10 |
 | Aghanim's Scepter | 7 | 8.33% | 56.8 | 42.86% | -3.89% | -42.86% | -42.86% | 0.00% | 48:44 | 33:53 | 36:19 | 52:02 | 56:15 | 57:42 | 19:56 | 14:45 |
 | Dagon (level 3) | 1 | 1.19% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.19% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 00:00 | 00:00 |
 | Crown | 1 | 1.19% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:48 | 16:48 | 16:48 | 16:48 | 16:48 | 16:48 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 1.19% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 1.19% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:46 | 23:46 | 23:46 | 23:46 | 23:46 | 23:46 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.19% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.19% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:07 | 20:07 | 20:07 | 20:07 | 20:07 | 20:07 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.19% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Bottle | 1 | 1.19% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:00 | 01:00 | 01:00 | 01:00 | 01:00 | 01:00 | 00:00 | 00:00 |
 | Dagon | 1 | 1.19% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:49 | 16:49 | 16:49 | 16:49 | 16:49 | 16:49 | 00:00 | 00:00 |
 | Bracer | 1 | 1.19% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.19% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Blight Stone | 2 | 2.38% | 27.3 | 50.00% | +3.66% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lotus Orb | 4 | 4.76% | 25.0 | 25.00% | -22.50% | -25.00% | -25.00% | 0.00% | 34:42 | 27:32 | 27:32 | 30:00 | 31:43 | 49:31 | 04:11 | 03:05 |
 | Headdress | 4 | 4.76% | 22.7 | 25.00% | -22.50% | -25.00% | +75.00% | 12.99% | 22:17 | 13:19 | 13:19 | 15:20 | 21:01 | 39:27 | 07:42 | 05:42 |
 | Quelling Blade | 6 | 7.14% | 20.5 | 16.67% | -32.05% | -16.67% | -16.67% | 0.00% | 11:15 | -01:29 | 07:16 | 08:43 | 18:13 | 23:43 | 10:57 | 08:06 |
 | Guardian Greaves | 2 | 2.38% | 18.2 | 0.00% | -47.56% | 0.00% | 0.00% | 0.00% | 27:01 | 23:48 | 23:48 | 30:14 | 30:14 | 30:14 | 06:26 | 04:45 |
 | Octarine Core | 4 | 4.76% | 15.9 | 0.00% | -48.75% | 0.00% | 0.00% | 0.00% | 52:47 | 45:40 | 45:40 | 50:30 | 54:56 | 60:00 | 09:16 | 06:51 |
 | Buckler | 2 | 2.38% | 13.6 | 0.00% | -47.56% | 0.00% | 0.00% | 0.00% | 24:15 | 23:48 | 23:48 | 24:42 | 24:42 | 24:42 | 00:54 | 00:40 |
 | Mekansm | 3 | 3.57% | 11.4 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 20:30 | 18:09 | 18:09 | 21:15 | 22:07 | 22:07 | 03:58 | 02:56 |
 | Chainmail | 3 | 3.57% | 9.1 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 18:00 | 15:22 | 15:22 | 17:36 | 21:01 | 21:01 | 05:39 | 04:11 |
 | Ring of Protection | 3 | 3.57% | 6.8 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 15:38 | -01:28 | -01:28 | 23:41 | 24:42 | 24:42 | 26:10 | 19:22 |
 | Arcane Blink | 1 | 1.19% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:59 | 52:59 | 52:59 | 52:59 | 52:59 | 52:59 | 00:00 | 00:00 |
 | Black King Bar | 2 | 2.38% | 2.3 | 0.00% | -47.56% | 0.00% | 0.00% | 0.00% | 55:16 | 42:47 | 42:47 | 1:07:44 | 1:07:44 | 1:07:44 | 24:57 | 18:28 |