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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 | 33 | 76.74% | 100.0 | 57.58% | +37.58% | +17.42% | -32.58% | -5.81% | 25:46 | 16:28 | 21:00 | 25:37 | 29:36 | 44:14 | 08:36 | 06:22 |
 | Void Stone | 31 | 72.09% | 96.6 | 58.06% | +33.06% | -8.06% | +16.94% | 3.46% | 21:22 | 12:43 | 16:55 | 19:32 | 24:09 | 35:13 | 07:14 | 05:21 |
 | Aether Lens | 30 | 69.77% | 93.1 | 56.67% | +25.90% | -6.67% | +29.04% | 4.09% | 22:26 | 15:54 | 17:37 | 20:07 | 26:21 | 36:36 | 08:44 | 06:28 |
 | Arcane Boots | 31 | 72.09% | 89.7 | 54.84% | +21.51% | -17.34% | +7.66% | 5.98% | 15:17 | 08:54 | 11:41 | 13:34 | 15:52 | 29:25 | 04:11 | 03:05 |
 | Boots of Speed | 43 | 100.00% | 86.2 | 48.84% | +48.84% | -3.39% | +5.71% | 3.25% | 06:31 | -01:29 | 05:17 | 06:38 | 08:05 | 12:00 | 02:48 | 02:04 |
 | Magic Stick | 40 | 93.02% | 82.8 | 47.50% | -19.17% | -7.50% | +12.50% | 15.79% | 01:34 | -01:29 | -01:29 | -00:14 | 02:45 | 11:07 | 04:14 | 03:08 |
 | Magic Wand | 28 | 65.12% | 79.3 | 46.43% | -6.90% | +25.00% | +10.71% | -3.13% | 10:25 | 02:59 | 07:11 | 10:30 | 11:45 | 21:36 | 04:34 | 03:22 |
 | Wind Lace | 15 | 34.88% | 75.9 | 53.33% | +6.90% | -3.33% | +21.67% | 2.34% | 14:10 | -01:29 | 05:59 | 13:06 | 16:41 | 31:57 | 10:42 | 07:55 |
 | Tranquil Boots | 15 | 34.88% | 72.4 | 53.33% | +6.90% | -3.33% | +21.67% | 2.10% | 18:37 | 07:01 | 12:22 | 16:11 | 24:16 | 32:08 | 11:54 | 08:48 |
 | Orb of Venom | 14 | 32.56% | 69.0 | 50.00% | +1.72% | -25.00% | +16.67% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Headdress | 2 | 4.65% | 65.5 | 100.00% | +53.66% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Fluffy Hat | 8 | 18.60% | 62.1 | 37.50% | -13.93% | -37.50% | -37.50% | 0.00% | 16:49 | 08:12 | 11:08 | 15:15 | 18:32 | 31:42 | 07:24 | 05:28 |
 | Quelling Blade | 4 | 9.30% | 58.6 | 50.00% | +1.28% | -50.00% | -50.00% | 0.00% | 11:38 | 06:32 | 06:32 | 09:40 | 12:18 | 18:01 | 05:46 | 04:16 |
 | Ring of Protection | 4 | 9.30% | 55.2 | 50.00% | +1.28% | -50.00% | +50.00% | 100.00% | 08:22 | -01:29 | -01:29 | -01:29 | -01:20 | 37:46 | 00:09 | 00:06 |
 | Vladmir's Offering | 1 | 2.33% | 51.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Buckler | 1 | 2.33% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.33% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.33% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.33% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.33% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.33% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 4.65% | 27.6 | 50.00% | +1.22% | -50.00% | 0.00% | 0.00% | 25:20 | 23:45 | 23:45 | 26:54 | 26:54 | 26:54 | 03:09 | 02:20 |
 | Ghost Scepter | 1 | 2.33% | 24.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.33% | 20.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.33% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.33% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:18 | 45:18 | 45:18 | 45:18 | 45:18 | 45:18 | 00:00 | 00:00 |
 | Blight Stone | 2 | 4.65% | 10.3 | 0.00% | -51.22% | 0.00% | 0.00% | 0.00% | 17:18 | 02:37 | 02:37 | 31:59 | 31:59 | 31:59 | 29:22 | 21:45 |
 | Chainmail | 1 | 2.33% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 4.65% | 3.4 | 0.00% | -51.22% | 0.00% | 0.00% | 0.00% | 26:22 | 22:17 | 22:17 | 30:27 | 30:27 | 30:27 | 08:10 | 06:02 |