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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 | |
 | Fluffy Hat | 20 | 66.67% | 100.0 | 70.00% | +20.00% | -10.00% | -10.00% | 0.00% | 16:09 | 05:03 | 13:07 | 15:48 | 18:50 | 32:25 | 05:43 | 04:14 |
 | Boots of Speed | 30 | 100.00% | 97.7 | 63.33% | +63.33% | +11.67% | +8.10% | -1.02% | 07:54 | 02:17 | 06:29 | 08:10 | 09:59 | 12:17 | 03:30 | 02:35 |
 | Tranquil Boots | 25 | 83.33% | 95.3 | 64.00% | +4.00% | +19.33% | +2.67% | -2.22% | 15:32 | 08:08 | 10:33 | 12:39 | 18:03 | 35:15 | 07:30 | 05:33 |
 | Wind Lace | 25 | 83.33% | 93.0 | 64.00% | +4.00% | +19.33% | +2.67% | -3.33% | 12:57 | 03:50 | 07:24 | 10:08 | 12:24 | 35:15 | 05:00 | 03:42 |
 | Magic Stick | 29 | 96.67% | 90.7 | 62.07% | -37.93% | -4.93% | +37.93% | 6.88% | 03:27 | -01:29 | -01:28 | 02:33 | 07:42 | 10:46 | 09:10 | 06:47 |
 | Holy Locket | 9 | 30.00% | 88.4 | 77.78% | +20.64% | -27.78% | +22.22% | 10.60% | 25:11 | 18:19 | 20:43 | 24:20 | 25:26 | 34:14 | 04:43 | 03:29 |
 | Magic Wand | 23 | 76.67% | 86.0 | 60.87% | -10.56% | -27.54% | +22.46% | 13.70% | 14:51 | 01:15 | 12:04 | 13:08 | 15:43 | 29:49 | 03:39 | 02:42 |
 | Force Staff | 8 | 26.67% | 83.7 | 75.00% | +15.91% | +25.00% | -25.00% | -9.62% | 29:29 | 24:40 | 25:31 | 28:17 | 30:43 | 36:34 | 05:12 | 03:51 |
 | Headdress | 10 | 33.33% | 81.4 | 70.00% | +10.00% | -3.33% | +30.00% | 4.85% | 23:13 | 16:30 | 18:49 | 20:21 | 25:41 | 33:40 | 06:52 | 05:05 |
 | Glimmer Cape | 3 | 10.00% | 79.1 | 100.00% | +40.74% | 0.00% | 0.00% | 0.00% | 33:01 | 28:14 | 28:14 | 32:10 | 38:39 | 38:39 | 10:25 | 07:42 |
 | Ring of Basilius | 3 | 10.00% | 76.7 | 100.00% | +40.74% | 0.00% | 0.00% | 0.00% | 07:06 | 06:21 | 06:21 | 07:15 | 07:41 | 07:41 | 01:20 | 00:59 |
 | Void Stone | 3 | 10.00% | 74.4 | 100.00% | +40.74% | 0.00% | 0.00% | 0.00% | 35:49 | 29:17 | 29:17 | 36:48 | 41:21 | 41:21 | 12:04 | 08:56 |
 | Orb of Venom | 11 | 36.67% | 72.1 | 63.64% | +0.48% | -30.31% | +3.03% | 0.00% | -00:47 | -01:29 | -01:29 | -01:29 | -01:29 | 03:29 | 00:00 | 00:00 |
 | Ring of Protection | 4 | 13.33% | 69.8 | 75.00% | +13.46% | +25.00% | -75.00% | 0.00% | 06:04 | -01:29 | -01:29 | -01:29 | -01:29 | 28:44 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 6.67% | 67.4 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 29:34 | 24:52 | 24:52 | 34:16 | 34:16 | 34:16 | 09:24 | 06:57 |
 | Ring of Health | 2 | 6.67% | 65.1 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 39:05 | 36:48 | 36:48 | 41:21 | 41:21 | 41:21 | 04:33 | 03:22 |
 | Chainmail | 8 | 26.67% | 62.8 | 50.00% | -18.18% | 0.00% | 0.00% | 0.00% | 14:22 | 05:29 | 07:52 | 14:19 | 17:55 | 21:43 | 10:03 | 07:26 |
 | Medallion of Courage | 5 | 16.67% | 60.5 | 60.00% | -4.00% | -60.00% | -60.00% | 0.00% | 17:44 | 15:09 | 15:09 | 16:11 | 18:53 | 22:28 | 03:44 | 02:45 |
 | Ghost Scepter | 5 | 16.67% | 58.1 | 60.00% | -4.00% | +40.00% | -60.00% | -6.03% | 36:37 | 25:21 | 25:21 | 39:14 | 41:56 | 43:24 | 16:35 | 12:17 |
 | Blight Stone | 6 | 20.00% | 55.8 | 50.00% | -16.67% | -50.00% | -50.00% | 0.00% | 15:01 | 04:41 | 14:36 | 14:53 | 18:53 | 21:43 | 04:17 | 03:10 |
 | Arcane Boots | 6 | 20.00% | 53.5 | 50.00% | -16.67% | -50.00% | +50.00% | 77.92% | 14:50 | 12:12 | 13:38 | 14:06 | 14:55 | 19:22 | 01:17 | 00:57 |
 | Solar Crest | 3 | 10.00% | 51.2 | 66.67% | +3.71% | +33.33% | 0.00% | 0.00% | 25:39 | 23:40 | 23:40 | 25:28 | 27:48 | 27:48 | 04:08 | 03:03 |
 | Quelling Blade | 3 | 10.00% | 48.8 | 66.67% | +3.71% | -66.67% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:26 | -01:26 | 00:03 | 00:02 |
 | Crown | 3 | 10.00% | 46.5 | 66.67% | +3.71% | -66.67% | 0.00% | 0.00% | 23:27 | 20:04 | 20:04 | 22:52 | 27:25 | 27:25 | 07:21 | 05:26 |
 | Falcon Blade | 1 | 3.33% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.33% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.33% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 00:00 | 00:00 |
 | Manta Style | 1 | 3.33% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 00:00 | 00:00 |
 | Yasha | 1 | 3.33% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 |
 | Skull Basher | 1 | 3.33% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 3.33% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.33% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.33% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 3.33% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:07 | 24:07 | 24:07 | 24:07 | 24:07 | 24:07 | 00:00 | 00:00 |
 | Buckler | 2 | 6.67% | 20.9 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 27:53 | 26:45 | 26:45 | 29:00 | 29:00 | 29:00 | 02:15 | 01:40 |
 | Phase Boots | 2 | 6.67% | 18.6 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 07:15 | 06:07 | 06:07 | 08:23 | 08:23 | 08:23 | 02:16 | 01:40 |
 | Heaven's Halberd | 1 | 3.33% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 3.33% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |
 | Sange | 1 | 3.33% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 3.33% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 00:00 | 00:00 |
 | Mekansm | 1 | 3.33% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.33% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 3.33% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 00:00 | 00:00 |