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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 | |
 | Aghanim's Shard | 6 | 10.71% | 100.0 | 100.00% | +64.00% | 0.00% | 0.00% | 0.00% | 32:47 | 24:57 | 29:33 | 29:42 | 41:16 | 41:26 | 11:43 | 08:40 |
 | Solar Crest | 14 | 25.00% | 96.6 | 71.43% | +38.10% | +3.57% | -38.10% | 0.00% | 31:08 | 21:43 | 24:18 | 29:56 | 37:45 | 44:26 | 13:27 | 09:57 |
 | Crown | 16 | 28.57% | 93.1 | 68.75% | +36.25% | +6.25% | +6.25% | 0.00% | 28:47 | 17:29 | 21:31 | 30:11 | 32:58 | 39:54 | 11:27 | 08:28 |
 | Morbid Mask | 4 | 7.14% | 89.7 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 38:12 | 32:17 | 32:17 | 34:13 | 39:25 | 46:52 | 07:08 | 05:17 |
 | Buckler | 6 | 10.71% | 86.2 | 83.33% | +45.33% | -33.33% | +16.67% | 0.00% | 34:12 | 26:35 | 29:33 | 30:34 | 39:25 | 46:51 | 09:52 | 07:18 |
 | Headdress | 22 | 39.29% | 82.8 | 59.09% | +26.74% | +7.58% | +20.91% | 1.57% | 21:14 | 12:10 | 15:33 | 19:48 | 24:01 | 49:24 | 08:28 | 06:16 |
 | Holy Locket | 19 | 33.93% | 79.3 | 57.89% | +22.75% | +22.11% | -17.89% | -7.77% | 26:27 | 18:11 | 22:16 | 25:23 | 27:25 | 49:43 | 05:09 | 03:48 |
 | Vladmir's Offering | 3 | 5.36% | 75.9 | 100.00% | +60.38% | 0.00% | 0.00% | 0.00% | 40:20 | 33:08 | 33:08 | 40:12 | 47:39 | 47:39 | 14:31 | 10:45 |
 | Boots of Speed | 56 | 100.00% | 72.4 | 42.86% | +42.86% | -21.43% | 0.00% | 5.90% | 08:49 | -01:29 | 06:56 | 08:48 | 10:34 | 14:49 | 03:38 | 02:41 |
 | Magic Stick | 54 | 96.43% | 69.0 | 42.59% | -7.41% | +7.41% | -19.51% | -5.63% | 02:47 | -01:29 | -01:29 | 01:00 | 06:16 | 16:28 | 07:45 | 05:44 |
 | Ring of Basilius | 14 | 25.00% | 65.5 | 57.14% | +19.04% | -7.14% | +42.86% | 0.00% | 12:19 | -01:29 | 04:17 | 05:37 | 15:05 | 46:52 | 10:48 | 08:00 |
 | Fluffy Hat | 41 | 73.21% | 62.1 | 43.90% | +3.90% | -3.90% | -13.90% | -1.20% | 16:42 | 08:10 | 12:16 | 15:46 | 20:38 | 31:09 | 08:22 | 06:11 |
 | Magic Wand | 47 | 83.93% | 58.6 | 42.55% | -1.89% | +7.45% | +15.78% | 1.39% | 14:53 | 02:01 | 11:12 | 13:23 | 17:12 | 48:19 | 06:00 | 04:26 |
 | Wind Lace | 53 | 94.64% | 55.2 | 41.51% | -25.16% | -26.13% | +20.03% | 6.21% | 10:16 | -01:29 | 04:35 | 08:35 | 12:01 | 35:42 | 07:26 | 05:30 |
 | Arcane Boots | 12 | 21.43% | 51.7 | 58.33% | +19.69% | +8.34% | +8.34% | 0.00% | 17:27 | 14:10 | 14:41 | 16:23 | 18:32 | 23:15 | 03:51 | 02:51 |
 | Medallion of Courage | 23 | 41.07% | 48.3 | 47.83% | +8.44% | +18.84% | -14.50% | -2.58% | 24:37 | 12:37 | 17:50 | 21:33 | 30:45 | 38:13 | 12:55 | 09:34 |
 | Blight Stone | 23 | 41.07% | 44.8 | 47.83% | +8.44% | +18.84% | -14.50% | -2.54% | 23:40 | 01:29 | 16:47 | 21:33 | 29:55 | 38:13 | 13:08 | 09:43 |
 | Chainmail | 24 | 42.86% | 41.4 | 45.83% | +5.20% | +20.84% | -12.50% | -2.63% | 23:55 | 12:05 | 17:14 | 20:13 | 29:55 | 38:12 | 12:41 | 09:23 |
 | Ring of Protection | 8 | 14.29% | 37.9 | 62.50% | +22.92% | -62.50% | +37.50% | 0.00% | 23:58 | -01:29 | -01:29 | 29:33 | 32:16 | 46:51 | 33:45 | 25:00 |
 | Tranquil Boots | 47 | 83.93% | 34.5 | 38.30% | -28.37% | -13.30% | +11.70% | 4.27% | 14:20 | 08:03 | 10:15 | 12:57 | 16:06 | 29:25 | 05:51 | 04:20 |
 | Quelling Blade | 2 | 3.57% | 31.0 | 100.00% | +59.26% | 0.00% | 0.00% | 0.00% | 13:46 | 06:48 | 06:48 | 20:44 | 20:44 | 20:44 | 13:56 | 10:19 |
 | Aghanim's Scepter | 2 | 3.57% | 27.6 | 100.00% | +59.26% | 0.00% | 0.00% | 0.00% | 47:52 | 42:30 | 42:30 | 53:14 | 53:14 | 53:14 | 10:44 | 07:57 |
 | Force Staff | 17 | 30.36% | 24.1 | 41.18% | -2.41% | -16.18% | +8.82% | 5.14% | 29:54 | 21:28 | 26:05 | 30:01 | 30:57 | 40:28 | 04:52 | 03:36 |
 | Glimmer Cape | 11 | 19.64% | 20.7 | 45.45% | +3.23% | +21.22% | -12.12% | 0.00% | 27:48 | 17:07 | 25:08 | 27:43 | 29:10 | 38:25 | 04:02 | 02:59 |
 | Orb of Venom | 11 | 19.64% | 17.2 | 36.36% | -8.08% | +30.31% | -3.03% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 01:07 | 00:00 | 00:00 |
 | Aether Lens | 4 | 7.14% | 13.8 | 50.00% | +7.69% | +50.00% | +50.00% | 0.00% | 22:47 | 20:40 | 20:40 | 22:03 | 23:47 | 24:38 | 03:07 | 02:18 |
 | Void Stone | 4 | 7.14% | 10.3 | 50.00% | +7.69% | +50.00% | +50.00% | 0.00% | 22:11 | 20:35 | 20:35 | 21:52 | 21:58 | 24:17 | 01:23 | 01:01 |
 | Drum of Endurance | 1 | 1.79% | 6.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 00:00 | 00:00 |
 | Ghost Scepter | 4 | 7.14% | 3.4 | 25.00% | -19.23% | +75.00% | -25.00% | 0.00% | 39:26 | 27:47 | 27:47 | 35:02 | 41:13 | 53:40 | 13:26 | 09:57 |