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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 | |
 | Drum of Endurance | 7 | 18.42% | 100.0 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 28:26 | 21:33 | 22:05 | 29:59 | 30:56 | 33:39 | 08:51 | 06:33 |
 | Force Staff | 16 | 42.11% | 96.6 | 81.25% | +40.34% | +18.75% | -6.25% | -4.24% | 29:22 | 20:38 | 25:57 | 28:48 | 31:51 | 40:49 | 05:54 | 04:22 |
 | Fluffy Hat | 24 | 63.16% | 93.1 | 70.83% | +35.12% | -4.16% | +29.17% | 3.46% | 19:32 | 06:35 | 13:49 | 17:31 | 23:27 | 40:49 | 09:38 | 07:08 |
 | Crown | 7 | 18.42% | 89.7 | 85.71% | +34.10% | +14.29% | +14.29% | 0.00% | 19:44 | 12:24 | 13:54 | 20:20 | 22:47 | 25:29 | 08:53 | 06:34 |
 | Boots of Speed | 38 | 100.00% | 86.2 | 57.89% | +57.89% | -7.89% | +8.78% | 5.35% | 08:15 | 03:21 | 07:05 | 08:24 | 10:12 | 11:44 | 03:07 | 02:18 |
 | Magic Stick | 38 | 100.00% | 82.8 | 57.89% | +57.89% | +42.11% | -13.45% | -55.56% | 00:51 | -01:29 | -01:29 | -01:29 | 02:26 | 07:54 | 03:55 | 02:54 |
 | Aghanim's Shard | 27 | 71.05% | 79.3 | 59.26% | +4.71% | +26.45% | -30.69% | -7.01% | 28:27 | 18:55 | 23:17 | 27:51 | 31:26 | 43:08 | 08:09 | 06:02 |
 | Wind Lace | 19 | 50.00% | 75.9 | 63.16% | +10.53% | -3.16% | -23.16% | -2.78% | 10:29 | 03:48 | 05:46 | 10:47 | 12:58 | 22:51 | 07:12 | 05:20 |
 | Tranquil Boots | 16 | 42.11% | 72.4 | 62.50% | +7.95% | +37.50% | +12.50% | -6.64% | 15:17 | 10:08 | 11:36 | 14:02 | 15:22 | 28:21 | 03:46 | 02:47 |
 | Magic Wand | 26 | 68.42% | 69.0 | 53.85% | -12.82% | +3.29% | -20.52% | -4.44% | 12:44 | 04:48 | 10:23 | 12:09 | 15:45 | 19:37 | 05:22 | 03:58 |
 | Arcane Boots | 18 | 47.37% | 65.5 | 55.56% | -4.44% | -15.56% | -5.56% | 1.94% | 15:20 | 09:24 | 13:16 | 14:59 | 18:25 | 20:37 | 05:09 | 03:48 |
 | Ring of Basilius | 5 | 13.16% | 62.1 | 80.00% | +25.45% | +20.00% | +20.00% | 0.00% | 12:33 | 07:04 | 07:04 | 12:40 | 14:20 | 19:15 | 07:16 | 05:22 |
 | Medallion of Courage | 2 | 5.26% | 58.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 17:40 | 17:33 | 17:33 | 17:47 | 17:47 | 17:47 | 00:14 | 00:10 |
 | Blight Stone | 2 | 5.26% | 55.2 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 17:40 | 17:33 | 17:33 | 17:47 | 17:47 | 17:47 | 00:14 | 00:10 |
 | Veil of Discord | 2 | 5.26% | 51.7 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 16:54 | 16:52 | 16:52 | 16:55 | 16:55 | 16:55 | 00:03 | 00:02 |
 | Solar Crest | 2 | 5.26% | 48.3 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 24:19 | 23:05 | 23:05 | 25:33 | 25:33 | 25:33 | 02:28 | 01:49 |
 | Chainmail | 2 | 5.26% | 44.8 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 16:56 | 16:04 | 16:04 | 17:47 | 17:47 | 17:47 | 01:43 | 01:16 |
 | Ghost Scepter | 5 | 13.16% | 41.4 | 60.00% | +2.42% | +40.00% | -60.00% | -14.85% | 38:22 | 34:49 | 34:49 | 37:06 | 41:33 | 41:43 | 06:44 | 04:59 |
 | Glimmer Cape | 6 | 15.79% | 37.9 | 50.00% | -9.38% | 0.00% | +50.00% | 21.28% | 25:32 | 19:29 | 24:50 | 25:37 | 27:11 | 29:06 | 02:21 | 01:44 |
 | Helm of the Dominator | 3 | 7.89% | 34.5 | 66.67% | +9.53% | -66.67% | 0.00% | 0.00% | 24:05 | 22:22 | 22:22 | 23:59 | 25:54 | 25:54 | 03:32 | 02:37 |
 | Helm of Iron Will | 3 | 7.89% | 31.0 | 66.67% | +9.53% | -66.67% | 0.00% | 0.00% | 22:53 | 19:26 | 19:26 | 23:43 | 25:29 | 25:29 | 06:03 | 04:28 |
 | Void Stone | 4 | 10.53% | 27.6 | 50.00% | -8.82% | +50.00% | -50.00% | 0.00% | 23:51 | 20:30 | 20:30 | 23:10 | 25:27 | 26:17 | 04:57 | 03:40 |
 | Bracer | 1 | 2.63% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 |
 | Bottle | 1 | 2.63% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.63% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.63% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wraith Band | 3 | 7.89% | 10.3 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 30:58 | 29:08 | 29:08 | 31:22 | 32:24 | 32:24 | 03:16 | 02:25 |
 | Aether Lens | 3 | 7.89% | 6.9 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 25:45 | 25:09 | 25:09 | 25:44 | 26:21 | 26:21 | 01:12 | 00:53 |
 | Orb of Venom | 2 | 5.26% | 3.4 | 0.00% | -61.11% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |