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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 | 8 | 23.53% | 100.0 | 87.50% | +72.12% | +12.50% | +12.50% | 0.00% | 17:41 | 13:03 | 15:05 | 16:51 | 19:17 | 23:16 | 04:12 | 03:06 |
 | Crown | 4 | 11.76% | 97.4 | 75.00% | +48.33% | +25.00% | +25.00% | 0.00% | 29:10 | 17:50 | 17:50 | 18:50 | 39:27 | 40:33 | 21:37 | 16:00 |
 | Solar Crest | 2 | 5.88% | 94.7 | 100.00% | +71.87% | 0.00% | 0.00% | 0.00% | 35:29 | 27:31 | 27:31 | 43:27 | 43:27 | 43:27 | 15:56 | 11:48 |
 | Medallion of Courage | 2 | 5.88% | 92.1 | 100.00% | +71.87% | 0.00% | 0.00% | 0.00% | 32:25 | 24:17 | 24:17 | 40:32 | 40:32 | 40:32 | 16:15 | 12:02 |
 | Blight Stone | 2 | 5.88% | 89.5 | 100.00% | +71.87% | 0.00% | 0.00% | 0.00% | 32:25 | 24:17 | 24:17 | 40:32 | 40:32 | 40:32 | 16:15 | 12:02 |
 | Blink Dagger | 23 | 67.65% | 86.8 | 39.13% | +20.95% | +10.87% | -22.46% | -3.89% | 26:32 | 15:43 | 20:04 | 26:51 | 28:38 | 46:52 | 08:34 | 06:20 |
 | Aghanim's Shard | 28 | 82.35% | 84.2 | 35.71% | +19.04% | -35.71% | +35.72% | 8.71% | 21:49 | 15:03 | 16:38 | 19:58 | 24:50 | 39:39 | 08:12 | 06:04 |
 | Boots of Speed | 34 | 100.00% | 81.6 | 32.35% | +32.35% | -21.24% | -7.35% | 3.62% | 05:53 | -01:29 | 04:11 | 05:58 | 08:01 | 10:24 | 03:50 | 02:50 |
 | Magic Wand | 22 | 64.71% | 78.9 | 36.36% | +11.36% | -19.69% | +23.64% | 6.22% | 08:11 | 01:44 | 04:54 | 07:36 | 11:52 | 14:24 | 06:58 | 05:09 |
 | Magic Stick | 32 | 94.12% | 76.3 | 31.25% | -18.75% | -6.25% | +18.75% | 7.58% | 02:28 | -01:29 | -01:29 | 01:40 | 04:47 | 12:33 | 06:16 | 04:38 |
 | Fluffy Hat | 12 | 35.29% | 73.7 | 41.67% | +14.40% | -41.67% | +25.00% | 2.87% | 23:43 | 06:24 | 11:12 | 22:00 | 34:26 | 46:47 | 23:14 | 17:12 |
 | Force Staff | 12 | 35.29% | 71.1 | 41.67% | +14.40% | -8.34% | -41.67% | -1.87% | 33:17 | 19:17 | 20:32 | 31:34 | 38:21 | 56:38 | 17:49 | 13:11 |
 | Wind Lace | 23 | 67.65% | 68.4 | 30.43% | -5.93% | +2.90% | +19.57% | 1.64% | 10:16 | -01:30 | -01:29 | 09:47 | 11:38 | 32:20 | 13:07 | 09:42 |
 | Chainmail | 3 | 8.82% | 65.8 | 66.67% | +37.64% | +33.33% | 0.00% | -2.05% | 33:50 | 24:17 | 24:17 | 36:42 | 40:32 | 40:32 | 16:15 | 12:02 |
 | Veil of Discord | 3 | 8.82% | 63.2 | 66.67% | +37.64% | +33.33% | 0.00% | -1.77% | 27:49 | 20:39 | 20:39 | 23:21 | 39:27 | 39:27 | 18:48 | 13:55 |
 | Ring of Basilius | 7 | 20.59% | 60.5 | 42.86% | +13.23% | -42.86% | +7.14% | 6.99% | 16:14 | 09:38 | 10:36 | 14:05 | 17:45 | 31:37 | 07:09 | 05:17 |
 | Orb of Venom | 4 | 11.76% | 57.9 | 50.00% | +20.00% | +50.00% | -50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.94% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.94% | 52.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:35 | 54:35 | 54:35 | 54:35 | 54:35 | 54:35 | 00:00 | 00:00 |
 | Drum of Endurance | 5 | 14.71% | 50.0 | 40.00% | +8.97% | +60.00% | -40.00% | -5.75% | 31:31 | 18:12 | 18:12 | 30:32 | 35:36 | 48:11 | 17:24 | 12:53 |
 | Ring of Protection | 7 | 20.59% | 47.4 | 28.57% | -4.76% | +21.43% | -28.57% | 0.00% | 04:13 | -01:30 | -01:29 | -01:29 | -01:29 | 38:26 | 00:00 | 00:00 |
 | Tranquil Boots | 17 | 50.00% | 44.7 | 17.65% | -29.41% | -17.65% | +7.35% | 6.47% | 15:23 | 06:26 | 09:54 | 11:39 | 13:46 | 38:38 | 03:52 | 02:51 |
 | Heaven's Halberd | 2 | 5.88% | 42.1 | 50.00% | +18.75% | -50.00% | 0.00% | 0.00% | 41:21 | 39:24 | 39:24 | 43:17 | 43:17 | 43:17 | 03:53 | 02:52 |
 | Void Stone | 2 | 5.88% | 39.5 | 50.00% | +18.75% | +50.00% | 0.00% | 0.00% | 55:43 | 54:35 | 54:35 | 56:51 | 56:51 | 56:51 | 02:16 | 01:40 |
 | Sange | 2 | 5.88% | 36.8 | 50.00% | +18.75% | -50.00% | 0.00% | 0.00% | 39:43 | 39:00 | 39:00 | 40:25 | 40:25 | 40:25 | 01:25 | 01:02 |
 | Ring of Health | 2 | 5.88% | 34.2 | 50.00% | +18.75% | -50.00% | 0.00% | 0.00% | 47:25 | 40:14 | 40:14 | 54:35 | 54:35 | 54:35 | 14:21 | 10:37 |
 | Boots of Bearing | 3 | 8.82% | 31.6 | 33.33% | +1.07% | -33.33% | 0.00% | 2.51% | 41:17 | 35:12 | 35:12 | 40:11 | 48:28 | 48:28 | 13:16 | 09:49 |
 | Headdress | 1 | 2.94% | 28.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.94% | 26.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.94% | 23.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:06 | 57:06 | 57:06 | 57:06 | 57:06 | 57:06 | 00:00 | 00:00 |
 | Buckler | 1 | 2.94% | 21.1 | 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 |
 | Vladmir's Offering | 1 | 2.94% | 18.4 | 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 |
 | Glimmer Cape | 1 | 2.94% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.94% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:09 | 45:09 | 45:09 | 45:09 | 45:09 | 45:09 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.94% | 10.5 | 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 |
 | Quelling Blade | 1 | 2.94% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.94% | 5.3 | 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 |
 | Hood of Defiance | 1 | 2.94% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 00:00 | 00:00 |