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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 | |
 | Glimmer Cape | 15 | 20.55% | 100.0 | 80.00% | +52.41% | +20.00% | -5.00% | -4.30% | 30:13 | 23:33 | 25:51 | 30:27 | 31:40 | 39:13 | 05:49 | 04:18 |
 | Aeon Disk | 6 | 8.22% | 97.6 | 83.33% | +49.00% | +16.67% | +16.67% | 0.00% | 42:21 | 36:03 | 36:07 | 39:10 | 48:07 | 54:59 | 12:00 | 08:53 |
 | Void Stone | 33 | 45.21% | 95.2 | 51.52% | +24.02% | -26.52% | +10.98% | 4.32% | 28:04 | 14:21 | 22:25 | 27:17 | 31:06 | 44:36 | 08:41 | 06:25 |
 | Aether Lens | 29 | 39.73% | 92.9 | 51.72% | +22.17% | -8.86% | +5.42% | 1.32% | 28:59 | 14:26 | 23:54 | 27:26 | 34:42 | 44:44 | 10:48 | 08:00 |
 | Wind Lace | 13 | 17.81% | 90.5 | 61.54% | +28.21% | +5.13% | +5.13% | 0.00% | 19:18 | 04:48 | 12:29 | 20:26 | 26:36 | 31:37 | 14:07 | 10:27 |
 | Blink Dagger | 33 | 45.21% | 88.1 | 48.48% | +18.48% | +14.02% | -10.98% | -2.31% | 26:38 | 16:15 | 21:28 | 23:39 | 32:16 | 44:19 | 10:48 | 08:00 |
 | Ring of Health | 3 | 4.11% | 85.7 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 34:36 | 30:47 | 30:47 | 31:06 | 41:55 | 41:55 | 11:08 | 08:14 |
 | Blight Stone | 37 | 50.68% | 83.3 | 45.95% | +15.39% | -1.51% | +9.61% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | -00:39 | 00:00 | 00:00 |
 | Magic Wand | 68 | 93.15% | 81.0 | 39.71% | +19.71% | +1.47% | -4.42% | -0.85% | 10:39 | 00:44 | 05:55 | 09:21 | 12:53 | 33:09 | 06:58 | 05:09 |
 | Magic Stick | 72 | 98.63% | 78.6 | 38.89% | +38.89% | -5.56% | 0.00% | 0.95% | 03:43 | -01:29 | -00:54 | 02:44 | 06:45 | 18:51 | 07:39 | 05:40 |
 | Boots of Speed | 73 | 100.00% | 76.2 | 38.36% | +38.36% | -10.58% | -5.03% | 1.32% | 05:05 | -01:29 | 03:25 | 05:13 | 07:38 | 14:32 | 04:13 | 03:07 |
 | Arcane Boots | 70 | 95.89% | 73.8 | 37.14% | -29.53% | +7.30% | +4.04% | -0.88% | 13:12 | 06:36 | 11:06 | 12:14 | 14:48 | 25:51 | 03:42 | 02:44 |
 | Aghanim's Shard | 35 | 47.95% | 71.4 | 40.00% | +3.16% | +4.44% | +4.44% | 0.00% | 25:43 | 15:15 | 19:12 | 20:49 | 31:56 | 49:13 | 12:44 | 09:25 |
 | Tranquil Boots | 6 | 8.22% | 69.0 | 66.67% | +30.85% | +33.33% | +33.33% | 0.00% | 18:48 | 08:30 | 09:55 | 15:34 | 26:59 | 30:44 | 17:04 | 12:38 |
 | Quelling Blade | 4 | 5.48% | 66.7 | 75.00% | +38.77% | -75.00% | +25.00% | 93.75% | 01:28 | -01:29 | -01:29 | -01:29 | 02:33 | 06:16 | 04:02 | 02:59 |
 | Fluffy Hat | 42 | 57.53% | 64.3 | 33.33% | -11.83% | +12.12% | -3.33% | -1.25% | 17:47 | 04:01 | 12:21 | 17:21 | 24:41 | 35:51 | 12:20 | 09:08 |
 | Lotus Orb | 2 | 2.74% | 61.9 | 100.00% | +63.38% | 0.00% | 0.00% | 0.00% | 32:50 | 30:57 | 30:57 | 34:43 | 34:43 | 34:43 | 03:46 | 02:47 |
 | Boots of Travel | 2 | 2.74% | 59.5 | 100.00% | +63.38% | 0.00% | 0.00% | 0.00% | 46:22 | 45:27 | 45:27 | 47:17 | 47:17 | 47:17 | 01:50 | 01:21 |
 | Eul's Scepter of Divinity | 2 | 2.74% | 57.1 | 100.00% | +63.38% | 0.00% | 0.00% | 0.00% | 30:14 | 29:09 | 29:09 | 31:18 | 31:18 | 31:18 | 02:09 | 01:35 |
 | Force Staff | 33 | 45.21% | 54.8 | 33.33% | -9.17% | +4.17% | +16.67% | 1.41% | 25:43 | 15:58 | 21:06 | 25:29 | 29:57 | 36:42 | 08:51 | 06:33 |
 | Kaya | 3 | 4.11% | 52.4 | 66.67% | +29.53% | -66.67% | 0.00% | 0.00% | 38:36 | 34:14 | 34:14 | 34:56 | 46:38 | 46:38 | 12:24 | 09:11 |
 | Octarine Core | 3 | 4.11% | 50.0 | 66.67% | +29.53% | +33.33% | 0.00% | 0.00% | 39:46 | 36:53 | 36:53 | 38:30 | 43:55 | 43:55 | 07:02 | 05:12 |
 | Bottle | 1 | 1.37% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.37% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:41 | 44:41 | 44:41 | 44:41 | 44:41 | 44:41 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.37% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:28 | 1:03:28 | 1:03:28 | 1:03:28 | 1:03:28 | 1:03:28 | 00:00 | 00:00 |
 | Ghost Scepter | 5 | 6.85% | 40.5 | 40.00% | +1.76% | -40.00% | +60.00% | 5.84% | 37:18 | 21:23 | 21:23 | 38:22 | 38:30 | 54:13 | 17:07 | 12:40 |
 | Ethereal Blade | 2 | 2.74% | 38.1 | 50.00% | +11.97% | -50.00% | 0.00% | 0.00% | 46:30 | 38:47 | 38:47 | 54:13 | 54:13 | 54:13 | 15:26 | 11:25 |
 | Ring of Basilius | 2 | 2.74% | 35.7 | 50.00% | +11.97% | +50.00% | 0.00% | 0.00% | 19:12 | 03:38 | 03:38 | 34:46 | 34:46 | 34:46 | 31:08 | 23:03 |
 | Buckler | 2 | 2.74% | 33.3 | 50.00% | +11.97% | +50.00% | 0.00% | 0.00% | 31:24 | 22:35 | 22:35 | 40:13 | 40:13 | 40:13 | 17:38 | 13:03 |
 | Guardian Greaves | 2 | 2.74% | 31.0 | 50.00% | +11.97% | +50.00% | 0.00% | 0.00% | 34:04 | 27:54 | 27:54 | 40:13 | 40:13 | 40:13 | 12:19 | 09:07 |
 | Ring of Protection | 3 | 4.11% | 28.6 | 33.33% | -5.24% | +66.67% | 0.00% | 0.00% | 32:52 | 20:21 | 20:21 | 38:01 | 40:13 | 40:13 | 19:52 | 14:42 |
 | Headdress | 4 | 5.48% | 26.2 | 25.00% | -14.13% | +75.00% | -25.00% | -19.11% | 22:35 | 16:09 | 16:09 | 19:53 | 21:23 | 32:56 | 05:14 | 03:52 |
 | Mekansm | 4 | 5.48% | 23.8 | 25.00% | -14.13% | +75.00% | -25.00% | -51.72% | 23:25 | 19:27 | 19:27 | 19:53 | 21:23 | 32:56 | 01:56 | 01:25 |
 | Chainmail | 4 | 5.48% | 21.4 | 25.00% | -14.13% | +75.00% | -25.00% | -19.11% | 22:35 | 16:09 | 16:09 | 19:53 | 21:23 | 32:56 | 05:14 | 03:52 |
 | Spirit Vessel | 1 | 1.37% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 00:00 | 00:00 |
 | Crown | 1 | 1.37% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 00:00 | 00:00 |
 | Bracer | 1 | 1.37% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Javelin | 1 | 1.37% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 00:00 | 00:00 |
 | Wraith Band | 2 | 2.74% | 9.5 | 0.00% | -39.44% | 0.00% | 0.00% | 0.00% | 31:15 | 24:51 | 24:51 | 37:39 | 37:39 | 37:39 | 12:48 | 09:28 |
 | Maelstrom | 1 | 1.37% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.37% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.37% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |