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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 | 47 | 42.73% | 100.0 | 78.72% | +21.58% | +12.95% | -12.05% | -2.78% | 32:10 | 21:52 | 26:35 | 28:54 | 35:35 | 1:15:06 | 09:00 | 06:40 |
 | Void Stone | 60 | 54.55% | 97.7 | 75.00% | +19.00% | +5.00% | -15.00% | -1.63% | 30:39 | 18:44 | 23:49 | 27:24 | 36:05 | 1:07:26 | 12:16 | 09:05 |
 | Wind Lace | 63 | 57.27% | 95.3 | 73.02% | +15.57% | -4.27% | +8.23% | 1.39% | 18:46 | -01:29 | 13:15 | 16:10 | 22:16 | 47:14 | 09:01 | 06:40 |
 | Tranquil Boots | 35 | 31.82% | 93.0 | 77.14% | +15.81% | +0.64% | +0.64% | 0.00% | 26:04 | 07:02 | 16:56 | 24:53 | 33:59 | 47:47 | 17:03 | 12:37 |
 | Blink Dagger | 15 | 13.64% | 90.7 | 86.67% | +23.51% | +13.33% | -11.67% | -2.29% | 39:35 | 22:44 | 31:30 | 39:15 | 42:24 | 1:06:52 | 10:54 | 08:04 |
 | Aghanim's Shard | 108 | 98.18% | 88.4 | 66.67% | +16.67% | -7.41% | -7.41% | 0.00% | 15:25 | 15:00 | 15:01 | 15:04 | 15:36 | 18:06 | 00:35 | 00:25 |
 | Arcane Boots | 79 | 71.82% | 86.0 | 68.35% | +7.06% | -8.35% | -3.35% | 1.48% | 20:18 | 06:27 | 18:42 | 20:06 | 22:05 | 38:04 | 03:23 | 02:30 |
 | Boots of Speed | 110 | 100.00% | 83.7 | 66.36% | +66.36% | +1.50% | -10.80% | -3.99% | 05:57 | -01:29 | 04:45 | 06:12 | 07:50 | 11:27 | 03:05 | 02:17 |
 | Magic Wand | 91 | 82.73% | 81.4 | 67.03% | +3.87% | +6.88% | -14.86% | -2.30% | 10:57 | 01:58 | 06:32 | 09:41 | 16:00 | 28:43 | 09:28 | 07:00 |
 | Force Staff | 37 | 33.64% | 79.1 | 72.97% | +9.96% | +27.03% | -6.30% | -5.78% | 33:09 | 23:25 | 29:33 | 32:56 | 35:19 | 45:32 | 05:46 | 04:16 |
 | Magic Stick | 102 | 92.73% | 76.7 | 65.69% | -9.31% | -4.15% | -21.69% | -2.88% | 04:28 | -01:29 | -01:28 | 02:31 | 07:33 | 18:09 | 09:01 | 06:40 |
 | Fluffy Hat | 53 | 48.18% | 74.4 | 66.04% | -0.63% | +3.19% | +3.19% | 0.00% | 23:55 | 03:47 | 18:22 | 21:44 | 28:38 | 42:55 | 10:16 | 07:36 |
 | Quelling Blade | 15 | 13.64% | 72.1 | 80.00% | +15.79% | -5.00% | -5.00% | 0.00% | 06:25 | -01:29 | -01:29 | -01:29 | 13:19 | 28:28 | 14:48 | 10:57 |
 | Orb of Venom | 53 | 48.18% | 69.8 | 62.26% | -7.92% | +6.97% | -16.11% | 0.00% | -00:51 | -01:29 | -01:29 | -01:29 | -01:29 | 18:27 | 00:00 | 00:00 |
 | Drum of Endurance | 5 | 4.55% | 67.4 | 100.00% | +35.24% | 0.00% | 0.00% | 0.00% | 28:39 | 23:51 | 23:51 | 25:05 | 26:38 | 43:17 | 02:47 | 02:03 |
 | Octarine Core | 4 | 3.64% | 65.1 | 100.00% | +34.91% | 0.00% | 0.00% | 0.00% | 51:59 | 44:37 | 44:37 | 47:46 | 54:11 | 1:01:20 | 09:34 | 07:05 |
 | Boots of Bearing | 3 | 2.73% | 62.8 | 100.00% | +34.58% | 0.00% | 0.00% | 0.00% | 41:57 | 29:15 | 29:15 | 47:06 | 49:29 | 49:29 | 20:14 | 14:59 |
 | Eul's Scepter of Divinity | 7 | 6.36% | 60.5 | 71.43% | +5.41% | -21.43% | +28.57% | 4.51% | 37:57 | 27:10 | 30:08 | 36:40 | 41:13 | 52:00 | 11:05 | 08:12 |
 | Aeon Disk | 5 | 4.55% | 58.1 | 80.00% | +14.29% | +20.00% | +20.00% | 0.00% | 40:57 | 32:42 | 32:42 | 38:11 | 46:06 | 50:23 | 13:24 | 09:55 |
 | Ring of Health | 10 | 9.09% | 55.8 | 60.00% | -7.00% | +6.67% | -10.00% | -2.15% | 35:14 | 22:45 | 28:22 | 31:54 | 36:08 | 1:07:26 | 07:46 | 05:45 |
 | Lotus Orb | 6 | 5.45% | 53.5 | 66.67% | +0.32% | -16.67% | +33.33% | 13.22% | 35:32 | 31:45 | 33:25 | 35:57 | 37:12 | 38:06 | 03:47 | 02:48 |
 | Ring of Protection | 6 | 5.45% | 51.2 | 66.67% | +0.32% | -16.67% | +33.33% | 3.70% | 17:41 | 02:12 | 10:55 | 19:58 | 24:25 | 24:54 | 13:30 | 10:00 |
 | Headdress | 2 | 1.82% | 48.8 | 100.00% | +34.26% | 0.00% | 0.00% | 0.00% | 27:16 | 22:26 | 22:26 | 32:06 | 32:06 | 32:06 | 09:40 | 07:09 |
 | Wraith Band | 6 | 5.45% | 46.5 | 50.00% | -17.31% | 0.00% | +50.00% | 5.02% | 22:56 | 01:20 | 17:14 | 24:33 | 27:12 | 40:57 | 09:58 | 07:22 |
 | Buckler | 3 | 2.73% | 44.2 | 66.67% | +0.31% | +33.33% | 0.00% | 0.00% | 24:21 | 23:44 | 23:44 | 24:26 | 24:54 | 24:54 | 01:10 | 00:51 |
 | Urn of Shadows | 3 | 2.73% | 41.9 | 66.67% | +0.31% | +33.33% | 0.00% | 0.00% | 11:54 | 04:50 | 04:50 | 10:55 | 19:58 | 19:58 | 15:08 | 11:12 |
 | Power Treads | 3 | 2.73% | 39.5 | 66.67% | +0.31% | +33.33% | 0.00% | 0.00% | 23:22 | 10:01 | 10:01 | 26:44 | 33:21 | 33:21 | 23:20 | 17:17 |
 | Chainmail | 1 | 0.91% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.91% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.91% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.91% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.91% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:21 | 03:21 | 03:21 | 03:21 | 03:21 | 03:21 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.91% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:49 | 1:07:49 | 1:07:49 | 1:07:49 | 1:07:49 | 1:07:49 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.91% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.91% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.91% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.91% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 1.82% | 14.0 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 29:53 | 27:40 | 27:40 | 32:05 | 32:05 | 32:05 | 04:25 | 03:16 |
 | Vladmir's Offering | 2 | 1.82% | 11.6 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 31:14 | 28:51 | 28:51 | 33:36 | 33:36 | 33:36 | 04:45 | 03:31 |
 | Ring of Basilius | 2 | 1.82% | 9.3 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 21:59 | 19:32 | 19:32 | 24:26 | 24:26 | 24:26 | 04:54 | 03:37 |
 | Morbid Mask | 2 | 1.82% | 7.0 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 30:42 | 28:23 | 28:23 | 33:00 | 33:00 | 33:00 | 04:37 | 03:25 |
 | Null Talisman | 1 | 0.91% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.91% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 00:00 | 00:00 |