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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 | |
 | Ghost Scepter | 5 | 38.46% | 100.0 | 80.00% | +55.00% | +20.00% | +20.00% | 0.00% | 23:11 | 17:38 | 17:38 | 22:43 | 27:51 | 29:58 | 10:13 | 07:34 |
 | Ethereal Blade | 5 | 38.46% | 97.9 | 80.00% | +55.00% | +20.00% | +20.00% | 0.00% | 24:51 | 19:41 | 19:41 | 23:22 | 28:03 | 30:19 | 08:22 | 06:11 |
 | Ring of Protection | 10 | 76.92% | 95.8 | 60.00% | +60.00% | +6.67% | +40.00% | 5.19% | 10:00 | 01:10 | 02:09 | 06:49 | 08:34 | 41:59 | 06:25 | 04:45 |
 | Kaya | 6 | 46.15% | 93.8 | 66.67% | +38.10% | +33.33% | +33.33% | 0.00% | 21:50 | 14:35 | 20:07 | 20:27 | 25:51 | 26:29 | 05:44 | 04:14 |
 | Chainmail | 2 | 15.38% | 91.7 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 20:39 | 13:09 | 13:09 | 28:08 | 28:08 | 28:08 | 14:59 | 11:05 |
 | Vladmir's Offering | 2 | 15.38% | 89.6 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 31:52 | 21:43 | 21:43 | 42:00 | 42:00 | 42:00 | 20:17 | 15:01 |
 | Ring of Basilius | 2 | 15.38% | 87.5 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 29:57 | 17:54 | 17:54 | 41:59 | 41:59 | 41:59 | 24:05 | 17:50 |
 | Buckler | 2 | 15.38% | 85.4 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 30:12 | 18:24 | 18:24 | 41:59 | 41:59 | 41:59 | 23:35 | 17:28 |
 | Wraith Pact | 2 | 15.38% | 83.3 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 34:01 | 25:43 | 25:43 | 42:18 | 42:18 | 42:18 | 16:35 | 12:17 |
 | Morbid Mask | 2 | 15.38% | 81.3 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 31:29 | 20:57 | 20:57 | 42:00 | 42:00 | 42:00 | 21:03 | 15:35 |
 | Boots of Speed | 13 | 100.00% | 79.2 | 46.15% | +46.15% | -12.82% | +20.52% | 25.32% | 01:46 | -01:29 | 00:44 | 01:30 | 02:03 | 05:20 | 01:19 | 00:58 |
 | Spirit Vessel | 7 | 53.85% | 77.1 | 57.14% | +23.81% | +42.86% | -57.14% | -90.91% | 11:42 | 10:49 | 10:55 | 11:29 | 12:01 | 12:46 | 01:06 | 00:48 |
 | Urn of Shadows | 8 | 61.54% | 75.0 | 50.00% | +10.00% | +50.00% | 0.00% | -11.49% | 06:38 | 03:42 | 04:06 | 07:12 | 08:27 | 08:58 | 04:21 | 03:13 |
 | Aether Lens | 5 | 38.46% | 72.9 | 60.00% | +22.50% | +40.00% | -60.00% | -10.64% | 31:11 | 26:04 | 26:04 | 29:08 | 35:28 | 39:06 | 09:24 | 06:57 |
 | Void Stone | 9 | 69.23% | 70.8 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 23:39 | 17:09 | 17:36 | 22:33 | 25:44 | 39:46 | 08:08 | 06:01 |
 | Wind Lace | 9 | 69.23% | 68.8 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 07:40 | 02:03 | 02:15 | 08:31 | 11:17 | 12:22 | 09:02 | 06:41 |
 | Fluffy Hat | 6 | 46.15% | 66.7 | 50.00% | +7.14% | 0.00% | +50.00% | 10.64% | 12:43 | 05:33 | 11:13 | 12:37 | 15:55 | 16:51 | 04:42 | 03:28 |
 | Force Staff | 6 | 46.15% | 64.6 | 50.00% | +7.14% | 0.00% | -50.00% | -11.03% | 16:31 | 11:42 | 14:12 | 16:14 | 18:44 | 19:47 | 04:32 | 03:21 |
 | Null Talisman | 3 | 23.08% | 62.5 | 66.67% | +26.67% | +33.33% | 0.00% | -33.33% | -00:48 | -01:29 | -01:29 | -01:29 | 00:33 | 00:33 | 02:02 | 01:30 |
 | Ring of Health | 7 | 53.85% | 60.4 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 26:04 | 17:28 | 20:54 | 25:44 | 26:04 | 39:46 | 05:10 | 03:49 |
 | Octarine Core | 4 | 30.77% | 58.3 | 50.00% | +5.56% | +50.00% | -50.00% | -10.26% | 35:44 | 29:21 | 29:21 | 33:20 | 39:06 | 41:07 | 09:45 | 07:13 |
 | Tranquil Boots | 4 | 30.77% | 56.3 | 50.00% | +5.56% | +50.00% | +50.00% | 0.00% | 06:47 | 03:40 | 03:40 | 04:26 | 09:25 | 09:38 | 05:45 | 04:15 |
 | Blight Stone | 1 | 7.69% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Solar Crest | 1 | 7.69% | 52.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Mekansm | 1 | 7.69% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 7.69% | 47.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 7.69% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 7.69% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 7.69% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 00:00 | 00:00 |
 | Headdress | 1 | 7.69% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 00:00 | 00:00 |
 | Linken's Sphere | 5 | 38.46% | 37.5 | 40.00% | -10.00% | +60.00% | -40.00% | -10.89% | 24:06 | 17:52 | 17:52 | 26:31 | 27:03 | 27:38 | 09:11 | 06:48 |
 | Magic Stick | 5 | 38.46% | 35.4 | 40.00% | -10.00% | +60.00% | +60.00% | 0.00% | 01:11 | -01:29 | -01:29 | 01:26 | 02:54 | 04:31 | 04:23 | 03:14 |
 | Black King Bar | 6 | 46.15% | 33.3 | 33.33% | -23.81% | -33.33% | +66.67% | 9.08% | 25:26 | 19:30 | 19:55 | 23:12 | 30:56 | 31:16 | 11:01 | 08:09 |
 | Glimmer Cape | 2 | 15.38% | 31.3 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 19:11 | 13:44 | 13:44 | 24:38 | 24:38 | 24:38 | 10:54 | 08:04 |
 | Aghanim's Scepter | 2 | 15.38% | 29.2 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 43:58 | 34:37 | 34:37 | 53:18 | 53:18 | 53:18 | 18:41 | 13:50 |
 | Crown | 2 | 15.38% | 27.1 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 14:23 | -01:29 | -01:29 | 30:15 | 30:15 | 30:15 | 31:44 | 23:30 |
 | Magic Wand | 3 | 23.08% | 25.0 | 33.33% | -16.67% | -33.33% | 0.00% | 6.23% | 09:58 | 07:28 | 07:28 | 09:38 | 12:49 | 12:49 | 05:21 | 03:57 |
 | Aghanim's Shard | 4 | 30.77% | 22.9 | 25.00% | -30.56% | -25.00% | +75.00% | 13.70% | 28:47 | 23:11 | 23:11 | 27:50 | 30:29 | 33:39 | 07:18 | 05:24 |
 | Dagon (level 2) | 1 | 7.69% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 7.69% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 7.69% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 15.38% | 14.6 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 28:01 | 21:05 | 21:05 | 34:56 | 34:56 | 34:56 | 13:51 | 10:15 |
 | Dagon (level 5) | 1 | 7.69% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 7.69% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 7.69% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:23 | 15:23 | 15:23 | 15:23 | 15:23 | 15:23 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 7.69% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 00:00 | 00:00 |
 | Dagon | 1 | 7.69% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:23 | 11:23 | 11:23 | 11:23 | 11:23 | 11:23 | 00:00 | 00:00 |
 | Sange | 1 | 7.69% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 00:00 | 00:00 |