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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 | 15 | 83.33% | 100.0 | 66.67% | +66.67% | +8.33% | +8.33% | 0.00% | 17:54 | 08:07 | 09:48 | 13:47 | 18:45 | 53:22 | 08:57 | 06:37 |
 | Wind Lace | 16 | 88.89% | 97.4 | 62.50% | +62.50% | +37.50% | -12.50% | -8.00% | 14:33 | 05:25 | 06:01 | 08:13 | 12:16 | 52:26 | 06:15 | 04:37 |
 | Buckler | 14 | 77.78% | 94.7 | 64.29% | +39.29% | -14.29% | +2.38% | 1.30% | 13:57 | 02:06 | 06:51 | 08:30 | 19:42 | 33:45 | 12:51 | 09:31 |
 | Ring of Protection | 14 | 77.78% | 92.1 | 64.29% | +39.29% | -14.29% | +2.38% | 1.06% | 12:58 | -01:29 | 03:55 | 08:29 | 19:42 | 33:45 | 15:47 | 11:41 |
 | Null Talisman | 13 | 72.22% | 89.5 | 61.54% | +21.54% | +5.13% | -28.21% | -16.40% | 02:53 | 00:18 | 01:40 | 02:29 | 03:42 | 07:14 | 02:02 | 01:30 |
 | Magic Wand | 13 | 72.22% | 86.8 | 61.54% | +21.54% | +38.46% | -28.21% | -30.77% | 02:07 | -01:29 | -01:29 | 01:43 | 03:39 | 13:21 | 05:08 | 03:48 |
 | Boots of Bearing | 13 | 72.22% | 84.2 | 61.54% | +21.54% | +5.13% | +5.13% | 0.00% | 33:55 | 24:11 | 26:53 | 34:58 | 37:02 | 53:24 | 10:09 | 07:31 |
 | Boots of Speed | 18 | 100.00% | 81.6 | 55.56% | +55.56% | -15.56% | +19.44% | 5.17% | 06:59 | 01:43 | 03:45 | 05:21 | 10:31 | 13:03 | 06:46 | 05:00 |
 | Tranquil Boots | 14 | 77.78% | 78.9 | 57.14% | +7.14% | -7.14% | -23.81% | -0.88% | 22:44 | 06:00 | 13:47 | 20:32 | 32:40 | 52:26 | 18:53 | 13:59 |
 | Aghanim's Scepter | 10 | 55.56% | 76.3 | 60.00% | +10.00% | -26.67% | -10.00% | 1.38% | 26:06 | 16:22 | 19:29 | 21:47 | 31:33 | 45:18 | 12:04 | 08:56 |
 | Ring of Basilius | 8 | 44.44% | 73.7 | 62.50% | +12.50% | -62.50% | +37.50% | 14.89% | 05:54 | 02:05 | 02:25 | 03:16 | 09:08 | 09:48 | 06:43 | 04:58 |
 | Vladmir's Offering | 8 | 44.44% | 71.1 | 62.50% | +12.50% | -12.50% | -12.50% | 0.00% | 11:18 | 09:20 | 09:50 | 11:00 | 11:34 | 13:34 | 01:44 | 01:17 |
 | Assault Cuirass | 8 | 44.44% | 68.4 | 62.50% | +12.50% | -12.50% | -62.50% | -5.24% | 26:26 | 19:33 | 20:47 | 26:02 | 30:20 | 34:50 | 09:33 | 07:04 |
 | Morbid Mask | 8 | 44.44% | 65.8 | 62.50% | +12.50% | -12.50% | -12.50% | 0.00% | 10:15 | 08:34 | 09:06 | 09:42 | 10:51 | 12:13 | 01:45 | 01:17 |
 | Aghanim's Shard | 14 | 77.78% | 63.2 | 50.00% | -25.00% | +25.00% | -16.67% | -6.93% | 21:22 | 15:01 | 17:16 | 20:13 | 23:17 | 33:25 | 06:01 | 04:27 |
 | Black King Bar | 6 | 33.33% | 60.5 | 50.00% | -8.33% | 0.00% | -50.00% | -6.36% | 32:14 | 25:09 | 28:33 | 29:19 | 36:25 | 39:01 | 07:52 | 05:49 |
 | Wraith Pact | 4 | 22.22% | 57.9 | 50.00% | -7.14% | +50.00% | -50.00% | 0.00% | 18:20 | 15:53 | 15:53 | 17:02 | 18:40 | 21:46 | 02:47 | 02:03 |
 | Quelling Blade | 4 | 22.22% | 55.3 | 50.00% | -7.14% | -50.00% | -50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 10 | 55.56% | 52.6 | 30.00% | -57.50% | +36.67% | -30.00% | -66.67% | 00:48 | -01:29 | -01:29 | -01:29 | 02:03 | 08:27 | 03:32 | 02:37 |
 | Power Treads | 1 | 5.56% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 00:00 | 00:00 |
 | Ring of Health | 1 | 5.56% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.56% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 5.56% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.56% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Void Stone | 5 | 27.78% | 36.8 | 40.00% | -21.54% | +60.00% | -40.00% | -4.91% | 14:15 | 04:25 | 04:25 | 06:17 | 24:47 | 29:59 | 20:22 | 15:05 |
 | Blight Stone | 5 | 27.78% | 34.2 | 40.00% | -21.54% | +60.00% | -40.00% | -2.66% | 15:15 | -01:29 | -01:29 | -01:29 | 39:02 | 41:38 | 40:31 | 30:00 |
 | Desolator | 2 | 11.11% | 31.6 | 50.00% | -6.25% | +50.00% | 0.00% | 0.00% | 40:20 | 39:02 | 39:02 | 41:38 | 41:38 | 41:38 | 02:36 | 01:55 |
 | Orchid Malevolence | 3 | 16.67% | 28.9 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 12:22 | 10:42 | 10:42 | 12:19 | 14:06 | 14:06 | 03:24 | 02:31 |
 | Crown | 2 | 11.11% | 26.3 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 29:12 | 08:29 | 08:29 | 49:54 | 49:54 | 49:54 | 41:25 | 30:40 |
 | Helm of Iron Will | 1 | 5.56% | 23.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:18 | 05:18 | 05:18 | 05:18 | 05:18 | 05:18 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 5.56% | 21.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 5.56% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 00:00 | 00:00 |
 | Maelstrom | 1 | 5.56% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 5.56% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:05 | 10:05 | 10:05 | 10:05 | 10:05 | 10:05 | 00:00 | 00:00 |
 | Sange | 1 | 5.56% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:30 | 42:30 | 42:30 | 42:30 | 42:30 | 42:30 | 00:00 | 00:00 |
 | Javelin | 1 | 5.56% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 5.56% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Gleipnir | 1 | 5.56% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 00:00 | 00:00 |