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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 | |
 | Power Treads | 11 | 91.67% | 100.0 | 45.45% | +45.45% | +21.22% | -12.12% | -32.79% | 05:43 | 04:54 | 05:05 | 05:31 | 06:06 | 06:40 | 01:01 | 00:45 |
 | Javelin | 8 | 66.67% | 96.7 | 50.00% | +25.00% | 0.00% | 0.00% | 0.00% | 16:22 | 06:52 | 08:06 | 14:07 | 15:08 | 33:28 | 07:02 | 05:12 |
 | Crystalys | 5 | 41.67% | 93.3 | 60.00% | +31.43% | +40.00% | -60.00% | -21.74% | 22:23 | 18:45 | 18:45 | 23:06 | 23:21 | 26:09 | 04:36 | 03:24 |
 | Boots of Speed | 12 | 100.00% | 90.0 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 03:35 | 01:43 | 01:54 | 03:39 | 04:24 | 05:53 | 02:30 | 01:51 |
 | Quelling Blade | 12 | 100.00% | 86.7 | 41.67% | +41.67% | -8.34% | +25.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 9 | 75.00% | 83.3 | 44.44% | +11.11% | +5.56% | +5.56% | 0.00% | 01:55 | -01:30 | -01:29 | 01:22 | 03:05 | 09:29 | 04:34 | 03:22 |
 | Black King Bar | 9 | 75.00% | 80.0 | 44.44% | +11.11% | +5.56% | +5.56% | 0.00% | 23:04 | 18:58 | 19:19 | 23:23 | 24:28 | 30:13 | 05:09 | 03:48 |
 | Dragon Lance | 10 | 83.33% | 76.7 | 40.00% | -10.00% | +26.67% | -40.00% | -12.54% | 14:52 | 08:33 | 10:14 | 11:52 | 15:33 | 38:32 | 05:19 | 03:56 |
 | Maelstrom | 6 | 50.00% | 73.3 | 50.00% | +16.67% | 0.00% | -50.00% | -14.15% | 14:08 | 11:48 | 12:02 | 13:37 | 15:34 | 17:14 | 03:32 | 02:37 |
 | Magic Wand | 7 | 58.33% | 70.0 | 42.86% | +2.86% | +57.14% | +7.14% | -12.99% | 05:16 | 01:58 | 02:01 | 03:05 | 05:52 | 11:14 | 03:51 | 02:51 |
 | Morbid Mask | 7 | 58.33% | 66.7 | 42.86% | +2.86% | +7.14% | +7.14% | 0.00% | 11:51 | 05:42 | 06:08 | 07:11 | 07:48 | 38:27 | 01:40 | 01:14 |
 | Silver Edge | 4 | 33.33% | 63.3 | 50.00% | +12.50% | +50.00% | -50.00% | -14.35% | 24:18 | 19:11 | 19:11 | 24:22 | 26:09 | 27:30 | 06:58 | 05:09 |
 | Satanic | 1 | 8.33% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 00:00 | 00:00 |
 | Shadow Blade | 5 | 41.67% | 56.7 | 40.00% | -2.86% | +60.00% | -40.00% | -44.44% | 17:28 | 14:22 | 14:22 | 15:56 | 16:37 | 24:34 | 02:15 | 01:40 |
 | Mask of Madness | 6 | 50.00% | 53.3 | 33.33% | -16.67% | +16.67% | -33.33% | -36.14% | 10:00 | 08:02 | 09:16 | 09:28 | 10:39 | 12:40 | 01:23 | 01:01 |
 | Daedalus | 2 | 16.67% | 50.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 37:19 | 37:13 | 37:13 | 37:25 | 37:25 | 37:25 | 00:12 | 00:08 |
 | Eye of Skadi | 2 | 16.67% | 46.7 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 26:44 | 22:05 | 22:05 | 31:23 | 31:23 | 31:23 | 09:18 | 06:53 |
 | Desolator | 2 | 16.67% | 43.3 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 19:19 | 18:23 | 18:23 | 20:14 | 20:14 | 20:14 | 01:51 | 01:22 |
 | Blight Stone | 2 | 16.67% | 40.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 18:58 | 18:07 | 18:07 | 19:49 | 19:49 | 19:49 | 01:42 | 01:15 |
 | Monkey King Bar | 3 | 25.00% | 36.7 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 32:30 | 31:14 | 31:14 | 32:49 | 33:28 | 33:28 | 02:14 | 01:39 |
 | Force Staff | 3 | 25.00% | 33.3 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 39:28 | 33:28 | 33:28 | 41:53 | 43:03 | 43:03 | 09:35 | 07:05 |
 | Mjollnir | 3 | 25.00% | 30.0 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 32:37 | 27:18 | 27:18 | 33:57 | 36:37 | 36:37 | 09:19 | 06:54 |
 | Hurricane Pike | 3 | 25.00% | 26.7 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 39:33 | 33:41 | 33:41 | 41:54 | 43:04 | 43:04 | 09:23 | 06:57 |
 | Fluffy Hat | 3 | 25.00% | 23.3 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 39:28 | 33:28 | 33:28 | 41:53 | 43:03 | 43:03 | 09:35 | 07:05 |
 | Aghanim's Scepter | 1 | 8.33% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 8.33% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:17 | 10:17 | 10:17 | 10:17 | 10:17 | 10:17 | 00:00 | 00:00 |
 | Bottle | 1 | 8.33% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 00:00 | 00:00 |
 | Wind Lace | 1 | 8.33% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:28 | 05:28 | 05:28 | 05:28 | 05:28 | 05:28 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 8.33% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 16.67% | 3.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 34:44 | 24:25 | 24:25 | 45:02 | 45:02 | 45:02 | 20:37 | 15:16 |