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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 | |
 | Drum of Endurance | 34 | 27.64% | 100.0 | 73.53% | +28.59% | +26.47% | -11.03% | -3.29% | 24:29 | 10:34 | 18:55 | 21:42 | 30:18 | 43:17 | 11:23 | 08:25 |
 | Boots of Bearing | 22 | 17.89% | 98.0 | 77.27% | +29.75% | +22.73% | -17.27% | -3.79% | 36:30 | 21:48 | 29:59 | 36:45 | 40:33 | 57:51 | 10:34 | 07:49 |
 | Magic Wand | 107 | 86.99% | 96.1 | 57.94% | +39.19% | +12.43% | -17.20% | -6.66% | 10:05 | 03:10 | 07:18 | 10:03 | 11:45 | 29:05 | 04:27 | 03:17 |
 | Ring of Health | 18 | 14.63% | 94.1 | 72.22% | +22.70% | +7.78% | -22.22% | -2.22% | 36:12 | 26:38 | 30:00 | 32:29 | 43:32 | 49:54 | 13:32 | 10:01 |
 | Force Staff | 76 | 61.79% | 92.2 | 57.89% | +13.21% | +21.06% | -21.05% | -6.90% | 25:53 | 16:38 | 21:12 | 23:46 | 27:18 | 53:04 | 06:06 | 04:31 |
 | Magic Stick | 119 | 96.75% | 90.2 | 54.62% | +54.62% | -14.62% | +2.05% | 2.52% | 04:02 | -01:29 | -01:28 | 03:11 | 08:05 | 18:19 | 09:33 | 07:04 |
 | Void Stone | 31 | 25.20% | 88.2 | 64.52% | +15.61% | -39.52% | -2.02% | 2.44% | 30:15 | 11:31 | 20:08 | 30:00 | 35:31 | 58:33 | 15:23 | 11:23 |
 | Wind Lace | 87 | 70.73% | 86.3 | 55.17% | +7.95% | -9.72% | +13.01% | 1.89% | 12:53 | -01:29 | 06:08 | 09:33 | 18:09 | 43:03 | 12:01 | 08:54 |
 | Boots of Speed | 123 | 100.00% | 84.3 | 52.85% | +52.85% | +11.67% | -4.46% | -5.59% | 07:41 | -01:29 | 06:03 | 07:41 | 08:56 | 23:25 | 02:53 | 02:08 |
 | Arcane Boots | 42 | 34.15% | 82.4 | 59.52% | +10.14% | -14.07% | +0.48% | 3.85% | 16:45 | 08:07 | 12:24 | 13:28 | 16:11 | 58:33 | 03:47 | 02:48 |
 | Fluffy Hat | 99 | 80.49% | 80.4 | 51.52% | -6.81% | -11.52% | +0.48% | 2.08% | 15:49 | 00:59 | 12:26 | 15:24 | 18:12 | 45:31 | 05:46 | 04:16 |
 | Dragon Lance | 7 | 5.69% | 78.4 | 85.71% | +34.85% | +14.29% | -35.71% | -3.98% | 34:50 | 22:08 | 27:06 | 32:57 | 39:39 | 47:54 | 12:33 | 09:17 |
 | Tranquil Boots | 59 | 47.97% | 76.5 | 54.24% | +2.68% | -20.91% | +5.76% | 1.89% | 20:50 | 05:57 | 11:55 | 17:17 | 26:03 | 57:51 | 14:08 | 10:28 |
 | Chainmail | 11 | 8.94% | 74.5 | 72.73% | +21.84% | +27.27% | +27.27% | 0.00% | 21:18 | 11:40 | 15:58 | 19:05 | 21:22 | 39:52 | 05:24 | 04:00 |
 | Glimmer Cape | 38 | 30.89% | 72.5 | 55.26% | +3.50% | +4.74% | -10.82% | -1.20% | 31:07 | 19:30 | 24:27 | 29:28 | 37:28 | 50:13 | 13:01 | 09:38 |
 | Hurricane Pike | 6 | 4.88% | 70.6 | 83.33% | +32.05% | +16.67% | -83.33% | 0.00% | 33:55 | 22:09 | 29:14 | 30:28 | 39:39 | 48:25 | 10:25 | 07:42 |
 | Lotus Orb | 6 | 4.88% | 68.6 | 83.33% | +32.05% | +16.67% | -83.33% | 0.00% | 35:06 | 27:03 | 32:14 | 36:56 | 38:11 | 38:16 | 05:57 | 04:24 |
 | Crown | 23 | 18.70% | 66.7 | 56.52% | +4.52% | -6.52% | +26.81% | 3.15% | 18:52 | 07:13 | 13:01 | 18:22 | 23:35 | 30:08 | 10:34 | 07:49 |
 | Medallion of Courage | 10 | 8.13% | 64.7 | 70.00% | +18.67% | +30.00% | +30.00% | 0.00% | 19:50 | 11:40 | 15:59 | 18:49 | 22:28 | 30:08 | 06:29 | 04:48 |
 | Blight Stone | 10 | 8.13% | 62.7 | 70.00% | +18.67% | -3.33% | +30.00% | 4.97% | 18:17 | -01:28 | 15:46 | 18:49 | 22:28 | 30:08 | 06:42 | 04:57 |
 | Solar Crest | 8 | 6.50% | 60.8 | 75.00% | +23.70% | -25.00% | +25.00% | 7.87% | 25:51 | 18:45 | 21:46 | 25:43 | 28:07 | 30:19 | 06:21 | 04:42 |
 | Ghost Scepter | 17 | 13.82% | 58.8 | 58.82% | +6.93% | +16.18% | -8.82% | -2.27% | 32:30 | 21:12 | 26:24 | 31:52 | 37:26 | 45:06 | 11:02 | 08:10 |
 | Cornucopia | 3 | 2.44% | 56.9 | 100.00% | +48.33% | 0.00% | 0.00% | 0.00% | 24:11 | 18:20 | 18:20 | 21:23 | 32:51 | 32:51 | 14:31 | 10:45 |
 | Aghanim's Shard | 3 | 2.44% | 54.9 | 100.00% | +48.33% | 0.00% | 0.00% | 0.00% | 23:22 | 16:08 | 16:08 | 20:59 | 33:00 | 33:00 | 16:52 | 12:29 |
 | Aeon Disk | 5 | 4.07% | 52.9 | 80.00% | +28.31% | +20.00% | +20.00% | 0.00% | 46:28 | 35:36 | 35:36 | 46:40 | 47:31 | 59:31 | 11:55 | 08:49 |
 | Ring of Basilius | 17 | 13.82% | 51.0 | 52.94% | +0.11% | +22.06% | +47.06% | 4.25% | 14:18 | 01:42 | 09:02 | 12:22 | 14:55 | 45:38 | 05:53 | 04:21 |
 | Ring of Protection | 14 | 11.38% | 49.0 | 50.00% | -3.21% | -25.00% | +16.67% | 2.63% | 19:32 | 09:32 | 10:03 | 16:42 | 25:54 | 45:38 | 15:51 | 11:44 |
 | Veil of Discord | 15 | 12.20% | 47.1 | 46.67% | -7.03% | +3.33% | +28.33% | 4.63% | 18:43 | 10:10 | 15:35 | 18:00 | 20:59 | 27:02 | 05:24 | 04:00 |
 | Vladmir's Offering | 4 | 3.25% | 45.1 | 75.00% | +22.90% | +25.00% | +25.00% | 0.00% | 37:58 | 23:29 | 23:29 | 35:42 | 45:38 | 47:04 | 22:09 | 16:24 |
 | Buckler | 4 | 3.25% | 43.1 | 75.00% | +22.90% | +25.00% | +25.00% | 0.00% | 32:02 | 23:28 | 23:28 | 25:54 | 33:09 | 45:38 | 09:41 | 07:10 |
 | Wraith Band | 5 | 4.07% | 41.2 | 60.00% | +7.46% | +40.00% | -60.00% | 0.00% | 17:04 | 09:39 | 09:39 | 14:14 | 16:09 | 31:19 | 06:30 | 04:48 |
 | Refresher Orb | 5 | 4.07% | 39.2 | 60.00% | +7.46% | -60.00% | +40.00% | 0.00% | 45:31 | 35:49 | 35:49 | 45:57 | 49:29 | 51:39 | 13:40 | 10:07 |
 | Eul's Scepter of Divinity | 3 | 2.44% | 37.3 | 66.67% | +14.17% | +33.33% | 0.00% | 0.00% | 51:16 | 37:54 | 37:54 | 44:01 | 1:11:52 | 1:11:52 | 33:58 | 25:09 |
 | Urn of Shadows | 3 | 2.44% | 35.3 | 66.67% | +14.17% | +33.33% | 0.00% | 0.00% | 25:51 | 11:48 | 11:48 | 13:49 | 51:56 | 51:56 | 40:08 | 29:43 |
 | Morbid Mask | 3 | 2.44% | 33.3 | 66.67% | +14.17% | +33.33% | 0.00% | 0.00% | 34:06 | 23:28 | 23:28 | 33:12 | 45:38 | 45:38 | 22:10 | 16:25 |
 | Aether Lens | 3 | 2.44% | 31.4 | 66.67% | +14.17% | +33.33% | 0.00% | 0.00% | 28:17 | 15:55 | 15:55 | 33:15 | 35:40 | 35:40 | 19:45 | 14:37 |
 | Pavise | 8 | 6.50% | 29.4 | 37.50% | -16.41% | -37.50% | +62.50% | 12.71% | 18:12 | 12:53 | 12:54 | 15:13 | 20:46 | 28:46 | 07:52 | 05:49 |
 | Heaven's Halberd | 1 | 0.81% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 00:00 | 00:00 |
 | Kaya | 1 | 0.81% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:37 | 43:37 | 43:37 | 43:37 | 43:37 | 43:37 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.81% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:36 | 58:36 | 58:36 | 58:36 | 58:36 | 58:36 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.81% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.81% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:27 | 09:27 | 09:27 | 09:27 | 09:27 | 09:27 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.81% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 1.63% | 15.7 | 50.00% | -2.89% | +50.00% | 0.00% | 0.00% | 03:00 | -01:29 | -01:29 | 07:28 | 07:28 | 07:28 | 08:57 | 06:37 |
 | Sange | 2 | 1.63% | 13.7 | 50.00% | -2.89% | +50.00% | 0.00% | 0.00% | 36:28 | 35:11 | 35:11 | 37:44 | 37:44 | 37:44 | 02:33 | 01:53 |
 | Hood of Defiance | 2 | 1.63% | 11.8 | 50.00% | -2.89% | -50.00% | 0.00% | 0.00% | 46:41 | 44:45 | 44:45 | 48:36 | 48:36 | 48:36 | 03:51 | 02:51 |
 | Headdress | 2 | 1.63% | 9.8 | 50.00% | -2.89% | -50.00% | 0.00% | 0.00% | 46:01 | 44:01 | 44:01 | 48:01 | 48:01 | 48:01 | 04:00 | 02:57 |
 | Pipe of Insight | 2 | 1.63% | 7.8 | 50.00% | -2.89% | -50.00% | 0.00% | 0.00% | 46:41 | 44:45 | 44:45 | 48:36 | 48:36 | 48:36 | 03:51 | 02:51 |
 | Null Talisman | 2 | 1.63% | 5.9 | 50.00% | -2.89% | +50.00% | 0.00% | 0.00% | 25:43 | 01:41 | 01:41 | 49:44 | 49:44 | 49:44 | 48:03 | 35:35 |
 | Octarine Core | 1 | 0.81% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.81% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 00:00 | 00:00 |