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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 | |
 | Butterfly | 18 | 38.30% | 100.0 | 77.78% | +32.95% | +22.22% | -2.78% | -3.87% | 25:48 | 19:18 | 21:58 | 24:52 | 28:26 | 34:27 | 06:28 | 04:47 |
 | Morbid Mask | 12 | 25.53% | 97.0 | 83.33% | +34.76% | -16.66% | -16.66% | 0.00% | 17:52 | 06:56 | 07:51 | 09:17 | 22:15 | 46:19 | 14:24 | 10:40 |
 | Eye of Skadi | 26 | 55.32% | 93.9 | 69.23% | +26.37% | +30.77% | -19.23% | -6.26% | 26:56 | 19:47 | 22:20 | 26:17 | 30:19 | 39:15 | 07:59 | 05:54 |
 | Mask of Madness | 7 | 14.89% | 90.9 | 85.71% | +33.21% | +14.29% | +14.29% | 0.00% | 10:03 | 08:45 | 09:19 | 09:57 | 10:15 | 11:22 | 00:56 | 00:41 |
 | Satanic | 7 | 14.89% | 87.9 | 85.71% | +33.21% | +14.29% | -35.71% | 0.00% | 34:08 | 21:19 | 26:40 | 33:13 | 38:58 | 46:45 | 12:18 | 09:06 |
 | Wraith Band | 38 | 80.85% | 84.8 | 60.53% | +16.09% | -0.53% | -4.97% | -4.44% | 02:18 | 00:29 | 01:39 | 02:09 | 02:37 | 04:34 | 00:58 | 00:42 |
 | Yasha | 46 | 97.87% | 81.8 | 58.70% | +58.70% | +24.63% | -4.15% | -11.67% | 11:57 | 09:21 | 10:36 | 11:53 | 13:04 | 14:44 | 02:28 | 01:49 |
 | Crystalys | 21 | 44.68% | 78.8 | 66.67% | +16.67% | -6.67% | +13.33% | 2.44% | 27:04 | 14:10 | 22:15 | 26:21 | 30:27 | 38:34 | 08:12 | 06:04 |
 | Power Treads | 47 | 100.00% | 75.8 | 57.45% | +57.45% | +0.88% | -7.45% | -7.04% | 06:50 | 04:24 | 06:11 | 06:43 | 07:22 | 10:38 | 01:11 | 00:52 |
 | Boots of Speed | 47 | 100.00% | 72.7 | 57.45% | +57.45% | +9.22% | -7.45% | -10.75% | 03:56 | 01:31 | 03:07 | 03:58 | 04:40 | 05:58 | 01:33 | 01:08 |
 | Daedalus | 16 | 34.04% | 69.7 | 68.75% | +17.14% | -18.75% | +6.25% | 3.22% | 32:07 | 24:12 | 26:42 | 31:47 | 34:28 | 39:37 | 07:46 | 05:45 |
 | Magic Stick | 44 | 93.62% | 66.7 | 56.82% | -9.85% | -2.27% | -11.37% | -1.86% | 03:26 | -01:30 | 00:16 | 01:48 | 05:09 | 16:21 | 04:53 | 03:37 |
 | Wind Lace | 9 | 19.15% | 63.6 | 77.78% | +25.15% | -27.78% | +22.22% | 0.00% | 10:59 | 07:37 | 07:42 | 10:55 | 13:04 | 15:31 | 05:22 | 03:58 |
 | Magic Wand | 41 | 87.23% | 60.6 | 56.10% | -10.57% | +3.90% | -6.10% | -1.85% | 06:17 | 01:56 | 03:23 | 05:19 | 08:47 | 16:24 | 05:24 | 04:00 |
 | Manta Style | 25 | 53.19% | 57.6 | 60.00% | +5.45% | +23.33% | -26.67% | -17.05% | 16:18 | 13:04 | 14:17 | 16:24 | 17:13 | 23:25 | 02:56 | 02:10 |
 | Sange | 21 | 44.68% | 54.5 | 57.14% | -0.55% | +2.86% | +22.86% | 6.78% | 15:02 | 12:05 | 13:15 | 15:03 | 16:12 | 17:41 | 02:57 | 02:11 |
 | Sange and Yasha | 21 | 44.68% | 51.5 | 57.14% | -0.55% | +2.86% | +22.86% | 6.78% | 15:08 | 12:05 | 13:15 | 15:18 | 16:12 | 17:46 | 02:57 | 02:11 |
 | Aghanim's Shard | 15 | 31.91% | 48.5 | 60.00% | +3.75% | +15.00% | -35.00% | 0.00% | 28:07 | 21:32 | 22:44 | 25:42 | 31:43 | 44:04 | 08:59 | 06:39 |
 | Force Staff | 5 | 10.64% | 45.5 | 80.00% | +25.24% | +20.00% | -80.00% | 0.00% | 32:59 | 20:19 | 20:19 | 35:07 | 38:38 | 39:26 | 18:19 | 13:34 |
 | Hurricane Pike | 5 | 10.64% | 42.4 | 80.00% | +25.24% | +20.00% | -80.00% | 0.00% | 33:16 | 20:19 | 20:19 | 35:33 | 39:01 | 39:27 | 18:42 | 13:51 |
 | Fluffy Hat | 5 | 10.64% | 39.4 | 80.00% | +25.24% | +20.00% | -80.00% | 0.00% | 32:48 | 19:24 | 19:24 | 35:07 | 38:37 | 39:26 | 19:13 | 14:14 |
 | Aghanim's Scepter | 22 | 46.81% | 36.4 | 50.00% | -14.00% | +16.67% | -10.00% | -6.08% | 21:20 | 15:14 | 19:14 | 20:45 | 23:37 | 33:42 | 04:23 | 03:14 |
 | Quelling Blade | 22 | 46.81% | 33.3 | 50.00% | -14.00% | +16.67% | +10.00% | 0.00% | -01:16 | -01:30 | -01:29 | -01:29 | -01:29 | 03:22 | 00:00 | 00:00 |
 | Dragon Lance | 15 | 31.91% | 30.3 | 53.33% | -6.05% | -28.33% | +21.67% | 0.00% | 14:35 | 08:56 | 10:10 | 12:28 | 17:18 | 30:00 | 07:08 | 05:17 |
 | Javelin | 8 | 17.02% | 27.3 | 50.00% | -8.97% | 0.00% | -50.00% | 0.00% | 28:50 | 19:30 | 22:31 | 30:28 | 32:02 | 32:43 | 09:31 | 07:02 |
 | Black King Bar | 8 | 17.02% | 24.2 | 50.00% | -8.97% | -50.00% | 0.00% | 0.00% | 32:04 | 27:12 | 29:25 | 30:39 | 33:35 | 37:05 | 04:10 | 03:05 |
 | Monkey King Bar | 3 | 6.38% | 21.2 | 66.67% | +9.85% | -66.67% | 0.00% | 0.00% | 29:19 | 22:34 | 22:34 | 32:20 | 33:02 | 33:02 | 10:28 | 07:45 |
 | Divine Rapier | 4 | 8.51% | 18.2 | 50.00% | -8.14% | +50.00% | +50.00% | 0.00% | 47:51 | 44:08 | 44:08 | 45:54 | 49:52 | 51:29 | 05:44 | 04:14 |
 | Maelstrom | 1 | 2.13% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:31 | 22:31 | 22:31 | 22:31 | 22:31 | 22:31 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.13% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:28 | 08:28 | 08:28 | 08:28 | 08:28 | 08:28 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 2.13% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 19:41 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.13% | 6.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 4.26% | 3.0 | 50.00% | -7.78% | -50.00% | 0.00% | 0.00% | 42:37 | 42:20 | 42:20 | 42:54 | 42:54 | 42:54 | 00:34 | 00:25 |