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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 | 10 | 34.48% | 100.0 | 70.00% | +59.47% | +30.00% | -20.00% | -8.00% | 16:10 | 08:08 | 10:40 | 13:19 | 16:55 | 32:17 | 06:15 | 04:37 |
 | Wind Lace | 17 | 58.62% | 96.6 | 47.06% | +38.73% | -22.06% | -22.06% | 0.00% | 10:24 | 01:50 | 05:10 | 09:51 | 13:46 | 20:19 | 08:36 | 06:22 |
 | Headdress | 9 | 31.03% | 93.1 | 55.56% | +35.56% | -5.56% | +44.44% | 1.96% | 15:11 | -01:29 | -01:29 | 16:55 | 26:59 | 29:03 | 28:28 | 21:05 |
 | Glimmer Cape | 12 | 41.38% | 89.7 | 50.00% | +32.35% | +16.67% | +16.67% | 0.00% | 24:43 | 17:24 | 20:35 | 23:42 | 25:20 | 37:00 | 04:45 | 03:31 |
 | Holy Locket | 7 | 24.14% | 86.2 | 57.14% | +34.41% | -7.14% | -7.14% | 0.00% | 26:33 | 16:34 | 23:52 | 28:38 | 29:03 | 30:28 | 05:11 | 03:50 |
 | Fluffy Hat | 17 | 58.62% | 82.8 | 41.18% | +24.51% | +8.82% | -41.18% | -5.45% | 17:57 | 08:52 | 12:27 | 17:10 | 21:37 | 30:06 | 09:10 | 06:47 |
 | Boots of Speed | 29 | 100.00% | 79.3 | 31.03% | +31.03% | +11.83% | -16.74% | -7.94% | 06:35 | -01:28 | 04:30 | 06:36 | 08:06 | 12:26 | 03:36 | 02:40 |
 | Magic Stick | 28 | 96.55% | 75.9 | 28.57% | -71.43% | -14.28% | +14.29% | 3.14% | 08:50 | -01:29 | 03:07 | 07:59 | 12:13 | 27:18 | 09:06 | 06:44 |
 | Magic Wand | 23 | 79.31% | 72.4 | 30.43% | -2.90% | -13.76% | +2.90% | 3.56% | 13:53 | 05:51 | 09:55 | 13:06 | 14:36 | 27:18 | 04:41 | 03:28 |
 | Void Stone | 3 | 10.34% | 69.0 | 66.67% | +39.75% | +33.33% | 0.00% | 0.00% | 33:45 | 25:56 | 25:56 | 26:23 | 48:57 | 48:57 | 23:01 | 17:02 |
 | Ring of Basilius | 21 | 72.41% | 65.5 | 28.57% | -8.93% | +11.43% | -8.57% | -11.65% | 02:47 | -01:29 | 01:32 | 02:05 | 03:15 | 10:04 | 01:43 | 01:16 |
 | Aghanim's Shard | 13 | 44.83% | 62.1 | 30.77% | -0.48% | -30.77% | +2.56% | 4.40% | 26:47 | 20:04 | 21:47 | 27:29 | 29:22 | 34:23 | 07:35 | 05:37 |
 | Arcane Boots | 10 | 34.48% | 58.6 | 30.00% | -1.58% | +36.67% | -30.00% | -6.78% | 15:57 | 10:19 | 12:04 | 13:00 | 21:54 | 28:08 | 09:50 | 07:17 |
 | Aether Lens | 1 | 3.45% | 55.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.45% | 51.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 00:00 | 00:00 |
 | Force Staff | 6 | 20.69% | 48.3 | 33.33% | +2.90% | +16.67% | -33.33% | -11.54% | 26:01 | 19:27 | 22:35 | 22:57 | 26:55 | 40:45 | 04:20 | 03:12 |
 | Ring of Health | 2 | 6.90% | 44.8 | 50.00% | +20.37% | +50.00% | 0.00% | 0.00% | 37:27 | 25:56 | 25:56 | 48:57 | 48:57 | 48:57 | 23:01 | 17:02 |
 | Veil of Discord | 3 | 10.34% | 41.4 | 33.33% | +2.56% | -33.33% | 0.00% | 0.00% | 18:53 | 14:41 | 14:41 | 15:34 | 26:24 | 26:24 | 11:43 | 08:40 |
 | Crown | 5 | 17.24% | 37.9 | 20.00% | -13.33% | -20.00% | -20.00% | 0.00% | 14:30 | 09:16 | 09:16 | 14:40 | 16:19 | 19:16 | 07:03 | 05:13 |
 | Refresher Orb | 1 | 3.45% | 34.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:04 | 49:04 | 49:04 | 49:04 | 49:04 | 49:04 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 3.45% | 31.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.45% | 27.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Medallion of Courage | 3 | 10.34% | 24.1 | 0.00% | -34.62% | 0.00% | 0.00% | 0.00% | 15:30 | 11:07 | 11:07 | 16:09 | 19:15 | 19:15 | 08:08 | 06:01 |
 | Solar Crest | 2 | 6.90% | 20.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 19:01 | 17:56 | 17:56 | 20:05 | 20:05 | 20:05 | 02:09 | 01:35 |
 | Blight Stone | 3 | 10.34% | 17.2 | 0.00% | -34.62% | 0.00% | 0.00% | 0.00% | 11:10 | -01:28 | -01:28 | 15:44 | 19:15 | 19:15 | 20:43 | 15:20 |
 | Hand of Midas | 1 | 3.45% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 6.90% | 10.3 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 42:17 | 39:38 | 39:38 | 44:56 | 44:56 | 44:56 | 05:18 | 03:55 |
 | Ring of Protection | 1 | 3.45% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:21 | 35:21 | 35:21 | 35:21 | 35:21 | 35:21 | 00:00 | 00:00 |
 | Chainmail | 3 | 10.34% | 3.4 | 0.00% | -34.62% | 0.00% | 0.00% | 0.00% | 14:28 | 11:04 | 11:04 | 13:06 | 19:15 | 19:15 | 08:11 | 06:03 |