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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 | |
 | Blink Dagger | 3 | 16.67% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 34:58 | 32:26 | 32:26 | 34:57 | 37:30 | 37:30 | 05:04 | 03:45 |
 | Void Stone | 7 | 38.89% | 95.8 | 71.43% | +35.07% | -21.43% | -21.43% | 0.00% | 35:07 | 18:40 | 23:35 | 39:55 | 40:27 | 44:26 | 16:52 | 12:29 |
 | Magic Stick | 17 | 94.44% | 91.7 | 52.94% | +52.94% | -2.94% | +22.06% | 5.07% | 03:20 | -01:29 | -01:29 | 02:02 | 06:25 | 13:16 | 07:54 | 05:51 |
 | Boots of Speed | 18 | 100.00% | 87.5 | 50.00% | +50.00% | +10.00% | -50.00% | -11.69% | 05:28 | -01:29 | 03:26 | 05:24 | 08:34 | 11:21 | 05:08 | 03:48 |
 | Magic Wand | 13 | 72.22% | 83.3 | 53.85% | +13.85% | -20.52% | +12.82% | 7.58% | 10:03 | 03:40 | 06:53 | 10:18 | 11:17 | 19:49 | 04:24 | 03:15 |
 | Aether Lens | 6 | 33.33% | 79.2 | 66.67% | +25.00% | -16.67% | +33.33% | 2.82% | 35:24 | 19:31 | 23:35 | 39:51 | 41:20 | 47:05 | 17:45 | 13:08 |
 | Arcane Boots | 4 | 22.22% | 75.0 | 75.00% | +32.14% | +25.00% | -75.00% | -14.42% | 17:36 | 10:38 | 10:38 | 11:29 | 17:34 | 30:43 | 06:56 | 05:08 |
 | Aeon Disk | 2 | 11.11% | 70.8 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 35:17 | 35:00 | 35:00 | 35:33 | 35:33 | 35:33 | 00:33 | 00:24 |
 | Wind Lace | 15 | 83.33% | 66.7 | 46.67% | -20.00% | -21.67% | +3.33% | 5.88% | 07:09 | -01:29 | 05:23 | 07:46 | 09:38 | 13:47 | 04:15 | 03:08 |
 | Tranquil Boots | 14 | 77.78% | 62.5 | 42.86% | -32.14% | +7.14% | -42.86% | -11.36% | 10:17 | 06:35 | 08:22 | 09:44 | 12:46 | 14:35 | 04:24 | 03:15 |
 | Glimmer Cape | 10 | 55.56% | 58.3 | 40.00% | -22.50% | +26.67% | -40.00% | -14.65% | 24:29 | 21:00 | 22:02 | 22:47 | 26:35 | 31:05 | 04:33 | 03:22 |
 | Crown | 1 | 5.56% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 |
 | Blight Stone | 1 | 5.56% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 5.56% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 |
 | Solar Crest | 1 | 5.56% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 00:00 | 00:00 |
 | Chainmail | 1 | 5.56% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 00:00 | 00:00 |
 | Fluffy Hat | 7 | 38.89% | 29.2 | 28.57% | -35.07% | +21.43% | -28.57% | -4.38% | 22:25 | 07:55 | 08:02 | 14:24 | 19:27 | 53:47 | 11:25 | 08:27 |
 | Quelling Blade | 2 | 11.11% | 25.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 08:35 | 06:53 | 06:53 | 10:16 | 10:16 | 10:16 | 03:23 | 02:30 |
 | Aghanim's Shard | 2 | 11.11% | 20.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 41:09 | 23:51 | 23:51 | 58:26 | 58:26 | 58:26 | 34:35 | 25:37 |
 | Force Staff | 3 | 16.67% | 16.7 | 33.33% | -20.00% | +66.67% | 0.00% | -2.50% | 41:05 | 27:09 | 27:09 | 42:19 | 53:47 | 53:47 | 26:38 | 19:43 |
 | Headdress | 2 | 11.11% | 12.5 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 16:16 | 11:50 | 11:50 | 20:42 | 20:42 | 20:42 | 08:52 | 06:34 |
 | Ring of Basilius | 2 | 11.11% | 8.3 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 06:30 | 04:56 | 04:56 | 08:04 | 08:04 | 08:04 | 03:08 | 02:19 |
 | Holy Locket | 1 | 5.56% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 00:00 | 00:00 |