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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 | |
 | Arcane Boots | 20 | 39.22% | 100.0 | 65.00% | +35.97% | +15.00% | -25.00% | -3.87% | 18:48 | 09:15 | 12:56 | 14:43 | 23:16 | 40:09 | 10:20 | 07:39 |
 | Blink Dagger | 35 | 68.63% | 97.5 | 51.43% | +26.43% | +4.13% | -18.10% | -3.46% | 26:20 | 15:45 | 22:44 | 26:00 | 29:10 | 39:34 | 06:26 | 04:45 |
 | Fluffy Hat | 24 | 47.06% | 95.0 | 54.17% | +20.84% | -20.84% | -4.17% | 0.89% | 23:54 | 06:24 | 12:49 | 22:07 | 31:33 | 46:47 | 18:44 | 13:52 |
 | Magic Wand | 32 | 62.75% | 92.5 | 50.00% | +18.42% | -37.50% | +37.50% | 13.60% | 10:27 | 01:44 | 07:00 | 10:33 | 12:31 | 21:39 | 05:31 | 04:05 |
 | Force Staff | 21 | 41.18% | 90.0 | 52.38% | +15.71% | -32.38% | -32.38% | 0.00% | 31:23 | 17:30 | 22:48 | 32:05 | 38:21 | 46:47 | 15:33 | 11:31 |
 | Magic Stick | 45 | 88.24% | 87.5 | 44.44% | +11.11% | -17.17% | +1.01% | 4.64% | 03:13 | -01:29 | -01:29 | 02:28 | 05:24 | 16:52 | 06:53 | 05:05 |
 | Boots of Speed | 51 | 100.00% | 85.0 | 43.14% | +43.14% | -12.37% | -4.68% | 2.87% | 06:01 | -01:29 | 04:44 | 06:40 | 07:25 | 10:24 | 02:41 | 01:59 |
 | Aghanim's Shard | 35 | 68.63% | 82.5 | 45.71% | +8.21% | -12.38% | -1.27% | 1.53% | 23:30 | 15:06 | 17:48 | 21:10 | 25:05 | 51:57 | 07:17 | 05:23 |
 | Wind Lace | 30 | 58.82% | 80.0 | 40.00% | -7.62% | +10.00% | +17.14% | 0.57% | 09:28 | -01:29 | 00:24 | 09:20 | 12:58 | 29:59 | 12:34 | 09:18 |
 | Refresher Orb | 2 | 3.92% | 77.5 | 100.00% | +59.18% | 0.00% | 0.00% | 0.00% | 52:28 | 50:20 | 50:20 | 54:35 | 54:35 | 54:35 | 04:15 | 03:08 |
 | Aghanim's Scepter | 2 | 3.92% | 75.0 | 100.00% | +59.18% | 0.00% | 0.00% | 0.00% | 48:29 | 47:47 | 47:47 | 49:10 | 49:10 | 49:10 | 01:23 | 01:01 |
 | Veil of Discord | 3 | 5.88% | 72.5 | 66.67% | +25.00% | +33.33% | 0.00% | -1.77% | 27:49 | 20:39 | 20:39 | 23:21 | 39:27 | 39:27 | 18:48 | 13:55 |
 | Medallion of Courage | 3 | 5.88% | 70.0 | 66.67% | +25.00% | -66.67% | 0.00% | 5.05% | 26:58 | 21:42 | 21:42 | 24:17 | 34:54 | 34:54 | 13:12 | 09:46 |
 | Ring of Basilius | 7 | 13.73% | 67.5 | 42.86% | -0.32% | -42.86% | +7.14% | 6.99% | 16:14 | 09:38 | 10:36 | 14:05 | 17:45 | 31:37 | 07:09 | 05:17 |
 | Ring of Protection | 7 | 13.73% | 65.0 | 42.86% | -0.32% | -42.86% | +7.14% | 0.00% | 04:15 | -01:30 | -01:29 | -01:29 | -01:29 | 38:26 | 00:00 | 00:00 |
 | Tranquil Boots | 16 | 31.37% | 62.5 | 25.00% | -26.43% | 0.00% | 0.00% | 0.00% | 13:51 | 06:55 | 10:28 | 11:58 | 13:46 | 27:32 | 03:18 | 02:26 |
 | Hand of Midas | 1 | 1.96% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Headdress | 5 | 9.80% | 57.5 | 40.00% | -3.48% | -40.00% | -40.00% | 0.00% | 15:45 | 12:50 | 12:50 | 14:50 | 15:10 | 22:03 | 02:20 | 01:43 |
 | Crown | 5 | 9.80% | 55.0 | 40.00% | -3.48% | -40.00% | +60.00% | 5.71% | 22:13 | 08:44 | 08:44 | 18:50 | 26:15 | 39:27 | 17:31 | 12:58 |
 | Chainmail | 5 | 9.80% | 52.5 | 40.00% | -3.48% | +60.00% | +60.00% | 0.00% | 17:55 | 12:29 | 12:29 | 18:48 | 19:35 | 24:17 | 07:06 | 05:15 |
 | Orb of Venom | 6 | 11.76% | 50.0 | 33.33% | -11.11% | +16.67% | -33.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Solar Crest | 2 | 3.92% | 47.5 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 26:59 | 26:27 | 26:27 | 27:31 | 27:31 | 27:31 | 01:04 | 00:47 |
 | Holy Locket | 2 | 3.92% | 45.0 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 16:21 | 15:15 | 15:15 | 17:26 | 17:26 | 17:26 | 02:11 | 01:37 |
 | Blight Stone | 2 | 3.92% | 42.5 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 23:00 | 21:42 | 21:42 | 24:17 | 24:17 | 24:17 | 02:35 | 01:54 |
 | Boots of Bearing | 2 | 3.92% | 40.0 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 37:42 | 35:12 | 35:12 | 40:11 | 40:11 | 40:11 | 04:59 | 03:41 |
 | Drum of Endurance | 2 | 3.92% | 37.5 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 30:19 | 25:02 | 25:02 | 35:36 | 35:36 | 35:36 | 10:34 | 07:49 |
 | Void Stone | 2 | 3.92% | 35.0 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 35:23 | 16:11 | 16:11 | 54:35 | 54:35 | 54:35 | 38:24 | 28:26 |
 | Ring of Health | 2 | 3.92% | 32.5 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 33:21 | 12:06 | 12:06 | 54:35 | 54:35 | 54:35 | 42:29 | 31:28 |
 | Mekansm | 3 | 5.88% | 30.0 | 33.33% | -10.42% | +66.67% | 0.00% | -7.14% | 20:30 | 15:57 | 15:57 | 20:16 | 25:17 | 25:17 | 09:20 | 06:54 |
 | Heaven's Halberd | 1 | 1.96% | 27.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 00:00 | 00:00 |
 | Buckler | 2 | 3.92% | 25.0 | 0.00% | -44.90% | 0.00% | 0.00% | 0.00% | 36:36 | 34:46 | 34:46 | 38:26 | 38:26 | 38:26 | 03:40 | 02:42 |
 | Meteor Hammer | 1 | 1.96% | 22.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.96% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.96% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.96% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.96% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.96% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.96% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.96% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 00:00 | 00:00 |
 | Sange | 1 | 1.96% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |