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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 | |
 | Tranquil Boots | 7 | 50.00% | 100.0 | 85.71% | +42.85% | +14.29% | +14.29% | 0.00% | 12:49 | 06:56 | 08:32 | 13:33 | 13:57 | 22:09 | 05:25 | 04:00 |
 | Boots of Speed | 13 | 92.86% | 97.6 | 69.23% | +69.23% | -2.56% | -35.90% | -5.22% | 08:45 | 03:21 | 05:41 | 09:00 | 12:04 | 13:35 | 06:23 | 04:43 |
 | Fluffy Hat | 14 | 100.00% | 95.2 | 64.29% | +64.29% | +10.71% | +35.71% | 5.62% | 09:17 | -01:29 | 04:49 | 07:33 | 09:16 | 31:55 | 04:27 | 03:17 |
 | Wind Lace | 12 | 85.71% | 92.9 | 66.67% | +16.67% | -33.34% | 0.00% | 2.79% | 07:16 | -01:29 | -01:29 | 01:07 | 13:26 | 22:56 | 14:55 | 11:02 |
 | Force Staff | 12 | 85.71% | 90.5 | 66.67% | +16.67% | 0.00% | -33.34% | -4.71% | 26:05 | 19:24 | 20:21 | 22:49 | 27:26 | 39:39 | 07:05 | 05:14 |
 | Void Stone | 12 | 85.71% | 88.1 | 58.33% | -41.67% | +41.67% | +41.67% | 0.00% | 12:11 | 05:50 | 09:06 | 10:43 | 12:56 | 26:46 | 03:50 | 02:50 |
 | Ring of Protection | 12 | 85.71% | 85.7 | 58.33% | -41.67% | +41.67% | -25.00% | -12.95% | 04:54 | -01:29 | -01:28 | 04:14 | 06:37 | 16:37 | 08:05 | 05:59 |
 | Glimmer Cape | 4 | 28.57% | 83.3 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 25:49 | 20:05 | 20:05 | 21:39 | 25:19 | 36:14 | 05:14 | 03:52 |
 | Scythe of Vyse | 2 | 14.29% | 81.0 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 36:02 | 26:49 | 26:49 | 45:15 | 45:15 | 45:15 | 18:26 | 13:39 |
 | Octarine Core | 2 | 14.29% | 78.6 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 44:26 | 39:23 | 39:23 | 49:29 | 49:29 | 49:29 | 10:06 | 07:28 |
 | Pavise | 10 | 71.43% | 76.2 | 50.00% | -50.00% | +16.67% | 0.00% | -8.41% | 11:27 | 09:02 | 10:27 | 10:55 | 12:26 | 14:36 | 01:59 | 01:28 |
 | Magic Stick | 8 | 57.14% | 73.8 | 50.00% | -33.33% | 0.00% | -50.00% | -50.00% | 01:53 | -01:29 | -01:29 | 00:53 | 02:02 | 12:44 | 03:31 | 02:36 |
 | Chainmail | 5 | 35.71% | 71.4 | 60.00% | -6.67% | +40.00% | +40.00% | 0.00% | 18:28 | 11:58 | 11:58 | 18:05 | 18:55 | 30:17 | 06:57 | 05:08 |
 | Headdress | 5 | 35.71% | 69.0 | 60.00% | -6.67% | +40.00% | +40.00% | 0.00% | 17:47 | 11:49 | 11:49 | 14:49 | 14:56 | 33:16 | 03:07 | 02:18 |
 | Buckler | 3 | 21.43% | 66.7 | 66.67% | +3.03% | +33.33% | 0.00% | -3.38% | 23:07 | 16:37 | 16:37 | 26:17 | 26:28 | 26:28 | 09:51 | 07:17 |
 | Ring of Health | 3 | 21.43% | 64.3 | 66.67% | +3.03% | +33.33% | 0.00% | -1.89% | 31:51 | 22:13 | 22:13 | 33:28 | 39:53 | 39:53 | 17:40 | 13:05 |
 | Guardian Greaves | 3 | 21.43% | 61.9 | 66.67% | +3.03% | +33.33% | 0.00% | -5.86% | 26:43 | 22:57 | 22:57 | 28:34 | 28:38 | 28:38 | 05:41 | 04:12 |
 | Magic Wand | 7 | 50.00% | 59.5 | 42.86% | -42.85% | +57.14% | -42.86% | -32.97% | 07:25 | 01:36 | 03:57 | 05:45 | 06:59 | 15:19 | 03:02 | 02:14 |
 | Mekansm | 4 | 28.57% | 57.1 | 50.00% | -20.00% | +50.00% | -50.00% | -42.25% | 17:31 | 16:05 | 16:05 | 16:14 | 18:27 | 19:18 | 02:22 | 01:45 |
 | Arcane Boots | 4 | 28.57% | 54.8 | 50.00% | -20.00% | -50.00% | -50.00% | 0.00% | 23:30 | 15:01 | 15:01 | 20:00 | 27:29 | 31:28 | 12:28 | 09:14 |
 | Sange | 1 | 7.14% | 52.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:39 | 29:39 | 29:39 | 29:39 | 29:39 | 29:39 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 7.14% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 7.14% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 00:00 | 00:00 |
 | Cornucopia | 1 | 7.14% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 7.14% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 7.14% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 7.14% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:45 | 1:02:45 | 1:02:45 | 1:02:45 | 1:02:45 | 1:02:45 | 00:00 | 00:00 |
 | Diadem | 1 | 7.14% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:44 | 24:44 | 24:44 | 24:44 | 24:44 | 24:44 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 7.14% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 7.14% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:18 | 1:06:18 | 1:06:18 | 1:06:18 | 1:06:18 | 1:06:18 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 7.14% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:31 | 55:31 | 55:31 | 55:31 | 55:31 | 55:31 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 7.14% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 00:00 | 00:00 |
 | Dagon | 1 | 7.14% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 7.14% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:58 | 05:58 | 05:58 | 05:58 | 05:58 | 05:58 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 7.14% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:31 | 55:31 | 55:31 | 55:31 | 55:31 | 55:31 | 00:00 | 00:00 |
 | Blight Stone | 2 | 14.29% | 16.7 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 25:49 | 21:21 | 21:21 | 30:17 | 30:17 | 30:17 | 08:56 | 06:37 |
 | Crown | 2 | 14.29% | 14.3 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 26:14 | 22:09 | 22:09 | 30:19 | 30:19 | 30:19 | 08:10 | 06:02 |
 | Solar Crest | 2 | 14.29% | 11.9 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 27:51 | 25:04 | 25:04 | 30:37 | 30:37 | 30:37 | 05:33 | 04:06 |
 | Medallion of Courage | 2 | 14.29% | 9.5 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 25:49 | 21:21 | 21:21 | 30:17 | 30:17 | 30:17 | 08:56 | 06:37 |
 | Lotus Orb | 2 | 14.29% | 7.1 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 28:27 | 23:19 | 23:19 | 33:35 | 33:35 | 33:35 | 10:16 | 07:36 |
 | Ghost Scepter | 2 | 14.29% | 4.8 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 25:40 | 23:36 | 23:36 | 27:43 | 27:43 | 27:43 | 04:07 | 03:02 |
 | Eul's Scepter of Divinity | 1 | 7.14% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 00:00 | 00:00 |