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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 | |
 | Solar Crest | 8 | 32.00% | 100.0 | 100.00% | +76.47% | 0.00% | 0.00% | 0.00% | 22:46 | 14:59 | 17:00 | 21:14 | 25:15 | 32:41 | 08:15 | 06:06 |
 | Crown | 9 | 36.00% | 97.7 | 88.89% | +63.89% | +11.11% | -38.89% | -3.63% | 20:51 | 13:04 | 13:10 | 19:38 | 26:56 | 31:11 | 13:46 | 10:11 |
 | Chainmail | 11 | 44.00% | 95.5 | 81.82% | +60.39% | -15.15% | -15.15% | 0.00% | 16:53 | 05:44 | 12:06 | 16:58 | 18:20 | 28:52 | 06:14 | 04:37 |
 | Medallion of Courage | 10 | 40.00% | 93.2 | 80.00% | +53.33% | -13.33% | +20.00% | 2.28% | 18:42 | 06:47 | 12:29 | 17:08 | 27:08 | 31:54 | 14:39 | 10:51 |
 | Ring of Basilius | 4 | 16.00% | 90.9 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 02:49 | 01:50 | 01:50 | 02:07 | 02:54 | 04:24 | 01:04 | 00:47 |
 | Fluffy Hat | 7 | 28.00% | 88.6 | 85.71% | +52.38% | +14.29% | +14.29% | 0.00% | 23:23 | 09:41 | 10:38 | 18:30 | 23:20 | 60:00 | 12:42 | 09:24 |
 | Blink Dagger | 3 | 12.00% | 86.4 | 100.00% | +59.09% | 0.00% | 0.00% | 0.00% | 26:29 | 22:02 | 22:02 | 27:12 | 30:14 | 30:14 | 08:12 | 06:04 |
 | Blight Stone | 15 | 60.00% | 84.1 | 60.00% | +30.00% | -10.00% | +40.00% | 3.38% | 06:25 | -01:29 | -01:29 | -01:29 | 16:17 | 29:19 | 17:46 | 13:09 |
 | Wind Lace | 22 | 88.00% | 81.8 | 54.55% | +54.55% | +12.12% | +5.45% | -0.43% | 11:42 | -01:29 | 03:12 | 07:49 | 18:51 | 34:47 | 15:39 | 11:35 |
 | Boots of Speed | 25 | 100.00% | 79.5 | 48.00% | +48.00% | -31.33% | +18.67% | 15.87% | 05:47 | -01:26 | 04:13 | 06:15 | 07:22 | 10:57 | 03:09 | 02:20 |
 | Magic Wand | 23 | 92.00% | 77.3 | 47.83% | -2.17% | +2.17% | +18.84% | 3.89% | 10:00 | 01:52 | 07:10 | 09:34 | 11:27 | 24:01 | 04:17 | 03:10 |
 | Magic Stick | 24 | 96.00% | 75.0 | 45.83% | -54.17% | +4.17% | -12.50% | -2.59% | 04:21 | -01:29 | 01:45 | 03:45 | 08:11 | 11:07 | 06:26 | 04:45 |
 | Aether Lens | 14 | 56.00% | 72.7 | 50.00% | +4.55% | +25.00% | -16.67% | -4.36% | 23:29 | 17:02 | 19:05 | 19:33 | 28:39 | 33:35 | 09:34 | 07:05 |
 | Force Staff | 4 | 16.00% | 70.5 | 75.00% | +32.14% | -75.00% | +25.00% | 30.30% | 35:32 | 25:59 | 25:59 | 26:53 | 29:17 | 60:00 | 03:18 | 02:26 |
 | Octarine Core | 2 | 8.00% | 68.2 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 49:40 | 42:20 | 42:20 | 56:59 | 56:59 | 56:59 | 14:39 | 10:51 |
 | Tranquil Boots | 13 | 52.00% | 65.9 | 46.15% | -3.85% | -12.82% | -12.82% | 0.00% | 16:31 | 04:08 | 08:21 | 10:08 | 21:15 | 35:45 | 12:54 | 09:33 |
 | Void Stone | 18 | 72.00% | 63.6 | 38.89% | -32.54% | +1.11% | -13.89% | -1.11% | 20:06 | 11:00 | 13:39 | 16:18 | 27:08 | 33:26 | 13:29 | 09:59 |
 | Arcane Boots | 11 | 44.00% | 61.4 | 36.36% | -20.78% | -36.36% | -3.03% | 6.99% | 14:42 | 09:15 | 10:40 | 12:26 | 15:26 | 24:16 | 04:46 | 03:31 |
 | Aghanim's Scepter | 7 | 28.00% | 59.1 | 42.86% | -7.14% | -42.86% | +57.14% | 7.08% | 33:21 | 22:14 | 25:28 | 27:50 | 39:36 | 52:03 | 14:08 | 10:28 |
 | Maelstrom | 4 | 16.00% | 56.8 | 50.00% | +2.38% | -50.00% | +50.00% | 15.19% | 27:49 | 20:58 | 20:58 | 25:52 | 27:33 | 36:53 | 06:35 | 04:52 |
 | Mekansm | 1 | 4.00% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.00% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 4.00% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:54 | 14:54 | 14:54 | 14:54 | 14:54 | 14:54 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 4.00% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 4.00% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 00:00 |
 | Headdress | 1 | 4.00% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:33 | 11:33 | 11:33 | 11:33 | 11:33 | 11:33 | 00:00 | 00:00 |
 | Vanguard | 1 | 4.00% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Buckler | 1 | 4.00% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 00:00 | 00:00 |
 | Javelin | 5 | 20.00% | 34.1 | 40.00% | -10.00% | -40.00% | +60.00% | 9.65% | 25:18 | 15:30 | 15:30 | 25:36 | 25:52 | 36:53 | 10:22 | 07:40 |
 | Orchid Malevolence | 2 | 8.00% | 31.8 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 20:34 | 19:59 | 19:59 | 21:08 | 21:08 | 21:08 | 01:09 | 00:51 |
 | Ring of Protection | 3 | 12.00% | 29.5 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 21:37 | 02:51 | 02:51 | 27:06 | 34:55 | 34:55 | 32:04 | 23:45 |
 | Aeon Disk | 3 | 12.00% | 27.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 40:01 | 25:25 | 25:25 | 35:23 | 59:14 | 59:14 | 33:49 | 25:02 |
 | Glimmer Cape | 3 | 12.00% | 25.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 29:13 | 23:56 | 23:56 | 31:07 | 32:37 | 32:37 | 08:41 | 06:25 |
 | Crystalys | 1 | 4.00% | 22.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 00:00 | 00:00 |
 | Spirit Vessel | 2 | 8.00% | 20.5 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 33:57 | 32:15 | 32:15 | 35:39 | 35:39 | 35:39 | 03:24 | 02:31 |
 | Quelling Blade | 1 | 4.00% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Wraith Band | 1 | 4.00% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:30 | 03:30 | 03:30 | 03:30 | 03:30 | 03:30 | 00:00 | 00:00 |
 | Bottle | 1 | 4.00% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:49 | 01:49 | 01:49 | 01:49 | 01:49 | 01:49 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 8.00% | 11.4 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 16:53 | 06:40 | 06:40 | 27:06 | 27:06 | 27:06 | 20:26 | 15:08 |
 | Eul's Scepter of Divinity | 5 | 20.00% | 9.1 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 22:27 | 17:55 | 17:55 | 19:20 | 26:56 | 29:38 | 09:01 | 06:40 |
 | Power Treads | 1 | 4.00% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:59 | 08:59 | 08:59 | 08:59 | 08:59 | 08:59 | 00:00 | 00:00 |
 | Black King Bar | 1 | 4.00% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 4.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 00:00 | 00:00 |