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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 | |
 | Holy Locket | 2 | 15.38% | 100.0 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 21:27 | 16:22 | 16:22 | 26:32 | 26:32 | 26:32 | 10:10 | 07:31 |
 | Fluffy Hat | 2 | 15.38% | 100.0 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 18:57 | 12:45 | 12:45 | 25:09 | 25:09 | 25:09 | 12:24 | 09:11 |
 | Magic Stick | 11 | 84.62% | 85.9 | 45.45% | +45.45% | +21.22% | -12.12% | -33.34% | 01:32 | -01:30 | -01:29 | -01:29 | -01:23 | 11:36 | 00:06 | 00:04 |
 | Boots of Speed | 13 | 100.00% | 77.6 | 38.46% | +38.46% | -38.46% | -38.46% | 0.00% | 04:52 | 02:35 | 03:26 | 04:33 | 05:43 | 09:43 | 02:17 | 01:41 |
 | Headdress | 9 | 69.23% | 76.7 | 44.44% | +19.44% | +5.56% | +5.56% | 0.00% | 12:15 | 05:29 | 08:09 | 09:54 | 15:33 | 25:08 | 07:24 | 05:28 |
 | Magic Wand | 10 | 76.92% | 71.7 | 40.00% | +6.67% | +26.67% | -40.00% | -7.59% | 08:10 | -01:29 | 03:28 | 08:39 | 12:15 | 16:49 | 08:47 | 06:30 |
 | Arcane Boots | 10 | 76.92% | 71.7 | 40.00% | +6.67% | -6.67% | -40.00% | -7.66% | 08:48 | 05:36 | 06:37 | 07:58 | 10:58 | 13:29 | 04:21 | 03:13 |
 | Aghanim's Scepter | 9 | 69.23% | 55.4 | 33.33% | -16.67% | +16.67% | -33.33% | -4.19% | 29:01 | 18:47 | 22:49 | 28:17 | 34:45 | 38:27 | 11:56 | 08:50 |
 | Quelling Blade | 9 | 69.23% | 55.4 | 33.33% | -16.67% | +16.67% | -33.33% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Ring of Protection | 9 | 69.23% | 55.4 | 33.33% | -16.67% | +16.67% | -33.33% | -10.00% | 10:42 | 02:17 | 08:00 | 11:14 | 13:00 | 15:57 | 05:00 | 03:42 |
 | Chainmail | 9 | 69.23% | 55.4 | 33.33% | -16.67% | +16.67% | +66.67% | 17.44% | 08:13 | 05:36 | 06:26 | 09:13 | 09:18 | 10:54 | 02:52 | 02:07 |
 | Bracer | 4 | 30.77% | 55.0 | 50.00% | +16.67% | -50.00% | +50.00% | 100.00% | 02:10 | 01:53 | 01:53 | 02:05 | 02:13 | 02:27 | 00:20 | 00:14 |
 | Tranquil Boots | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 |
 | Buckler | 6 | 46.15% | 42.5 | 33.33% | -9.53% | -33.33% | -33.33% | 0.00% | 12:59 | 10:59 | 11:27 | 12:58 | 13:34 | 15:57 | 02:07 | 01:34 |
 | Mekansm | 6 | 46.15% | 42.5 | 33.33% | -9.53% | -33.33% | +66.67% | 90.91% | 11:39 | 11:08 | 11:09 | 11:10 | 12:15 | 12:58 | 01:06 | 00:48 |
 | Guardian Greaves | 6 | 46.15% | 42.5 | 33.33% | -9.53% | -33.33% | +66.67% | 48.39% | 16:11 | 14:02 | 14:11 | 14:47 | 16:15 | 22:24 | 02:04 | 01:31 |
 | Aghanim's Shard | 7 | 53.85% | 39.1 | 28.57% | -21.43% | -28.57% | +21.43% | 16.13% | 26:17 | 15:11 | 22:34 | 24:13 | 25:40 | 45:13 | 03:06 | 02:17 |
 | Ring of Basilius | 2 | 15.38% | 29.2 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 20:52 | 15:10 | 15:10 | 26:34 | 26:34 | 26:34 | 11:24 | 08:26 |
 | Wraith Pact | 2 | 15.38% | 29.2 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 28:49 | 24:40 | 24:40 | 32:57 | 32:57 | 32:57 | 08:17 | 06:08 |
 | Vladmir's Offering | 2 | 15.38% | 29.2 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 24:45 | 21:39 | 21:39 | 27:51 | 27:51 | 27:51 | 06:12 | 04:35 |
 | Morbid Mask | 2 | 15.38% | 29.2 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 23:22 | 19:24 | 19:24 | 27:19 | 27:19 | 27:19 | 07:55 | 05:51 |
 | Wind Lace | 2 | 15.38% | 29.2 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 16:41 | 04:19 | 04:19 | 29:03 | 29:03 | 29:03 | 24:44 | 18:19 |
 | Ring of Health | 3 | 23.08% | 22.9 | 33.33% | -6.67% | +66.67% | 0.00% | -22.10% | 17:02 | 15:25 | 15:25 | 17:14 | 18:26 | 18:26 | 03:01 | 02:14 |
 | Phase Boots | 3 | 23.08% | 22.9 | 33.33% | -6.67% | +66.67% | 0.00% | -66.67% | 07:15 | 07:03 | 07:03 | 07:14 | 07:28 | 07:28 | 00:25 | 00:18 |
 | Soul Ring | 3 | 23.08% | 22.9 | 33.33% | -6.67% | -33.33% | 0.00% | 5.60% | 06:50 | 03:15 | 03:15 | 08:04 | 09:12 | 09:12 | 05:57 | 04:24 |
 | Hood of Defiance | 3 | 23.08% | 22.9 | 33.33% | -6.67% | +66.67% | 0.00% | -40.41% | 17:38 | 16:51 | 16:51 | 17:33 | 18:30 | 18:30 | 01:39 | 01:13 |
 | Wraith Band | 3 | 23.08% | 0.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 02:27 | 01:31 | 01:31 | 02:24 | 03:25 | 03:25 | 01:54 | 01:24 |
 | Blink Dagger | 3 | 23.08% | 0.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 33:02 | 17:57 | 17:57 | 32:50 | 48:18 | 48:18 | 30:21 | 22:28 |
 | Pipe of Insight | 2 | 15.38% | 0.0 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 22:06 | 21:34 | 21:34 | 22:37 | 22:37 | 22:37 | 01:03 | 00:46 |
 | Void Stone | 1 | 7.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 7.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 00:00 | 00:00 |
 | Desolator | 1 | 7.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:56 | 13:56 | 13:56 | 13:56 | 13:56 | 13:56 | 00:00 | 00:00 |
 | Sange | 1 | 7.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 00:00 | 00:00 |
 | Blight Stone | 1 | 7.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 00:00 | 00:00 |
 | Crystalys | 1 | 7.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Skull Basher | 1 | 7.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:20 | 51:20 | 51:20 | 51:20 | 51:20 | 51:20 | 00:00 | 00:00 |
 | Black King Bar | 1 | 7.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 7.69% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 00:00 | 00:00 |