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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 | 13 | 21.31% | 100.0 | 84.62% | +47.12% | +15.38% | -17.95% | -6.04% | 32:27 | 23:13 | 29:14 | 30:46 | 34:45 | 41:36 | 05:31 | 04:05 |
 | Satanic | 24 | 39.34% | 97.1 | 70.83% | +38.40% | +12.50% | -4.16% | -3.77% | 33:26 | 22:27 | 31:23 | 33:02 | 35:48 | 43:29 | 04:25 | 03:16 |
 | Eye of Skadi | 30 | 49.18% | 94.3 | 60.00% | +24.52% | +2.50% | -2.86% | -0.69% | 29:38 | 20:04 | 25:08 | 30:01 | 32:53 | 40:20 | 07:45 | 05:44 |
 | Black King Bar | 56 | 91.80% | 91.4 | 50.00% | +30.00% | +28.57% | -28.57% | -19.15% | 19:35 | 15:38 | 17:04 | 18:39 | 20:03 | 36:48 | 02:59 | 02:12 |
 | Magic Wand | 42 | 68.85% | 88.6 | 52.38% | +15.54% | -6.93% | -2.38% | 0.64% | 06:09 | 01:03 | 02:48 | 04:51 | 09:57 | 17:23 | 07:09 | 05:17 |
 | Dragon Lance | 59 | 96.72% | 85.7 | 49.15% | +49.15% | +10.85% | -29.15% | -19.83% | 12:30 | 07:52 | 11:42 | 12:52 | 13:43 | 17:12 | 02:01 | 01:29 |
 | Boots of Speed | 61 | 100.00% | 82.9 | 47.54% | +47.54% | +12.46% | -7.54% | -10.43% | 04:30 | 01:48 | 03:28 | 04:21 | 05:23 | 08:36 | 01:55 | 01:25 |
 | Power Treads | 61 | 100.00% | 80.0 | 47.54% | +47.54% | +25.79% | -0.87% | -13.67% | 06:22 | 04:13 | 05:08 | 06:07 | 07:05 | 11:03 | 01:57 | 01:26 |
 | Magic Stick | 49 | 80.33% | 77.1 | 48.98% | +7.31% | +1.02% | +1.02% | 0.00% | 00:59 | -01:29 | -01:29 | 00:55 | 01:45 | 12:40 | 03:14 | 02:23 |
 | Morbid Mask | 57 | 93.44% | 74.3 | 47.37% | -2.63% | +2.63% | +2.63% | 0.00% | 11:09 | 03:01 | 07:16 | 07:55 | 09:26 | 39:50 | 02:10 | 01:36 |
 | Yasha | 26 | 42.62% | 71.4 | 53.85% | +10.99% | +3.29% | +12.82% | 2.95% | 15:09 | 11:00 | 12:34 | 14:29 | 15:48 | 21:45 | 03:14 | 02:23 |
 | Aghanim's Shard | 34 | 55.74% | 68.6 | 50.00% | +5.56% | +27.78% | -12.50% | -6.24% | 27:11 | 20:04 | 23:41 | 26:33 | 30:08 | 39:32 | 06:27 | 04:46 |
 | Quelling Blade | 54 | 88.52% | 65.7 | 44.44% | -26.99% | -8.73% | -21.36% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 00:39 | 00:00 | 00:00 |
 | Shadow Blade | 7 | 11.48% | 62.9 | 71.43% | +26.99% | +28.57% | -21.43% | 0.00% | 28:44 | 23:10 | 23:51 | 27:59 | 28:37 | 36:40 | 04:46 | 03:31 |
 | Crystalys | 33 | 54.10% | 60.0 | 45.45% | -4.55% | +42.05% | -32.95% | -13.55% | 25:08 | 18:38 | 20:45 | 23:28 | 26:17 | 48:25 | 05:32 | 04:05 |
 | Mask of Madness | 48 | 78.69% | 57.1 | 41.67% | -27.56% | +25.00% | -25.00% | -32.97% | 10:13 | 07:03 | 09:20 | 10:00 | 10:51 | 13:12 | 01:31 | 01:07 |
 | Manta Style | 20 | 32.79% | 54.3 | 45.00% | -3.78% | +15.00% | +15.00% | 0.00% | 19:58 | 14:14 | 15:45 | 18:30 | 23:42 | 27:05 | 07:57 | 05:53 |
 | Silver Edge | 6 | 9.84% | 51.4 | 66.67% | +21.22% | +33.33% | -66.67% | 0.00% | 27:50 | 23:28 | 24:41 | 24:47 | 29:05 | 36:57 | 04:24 | 03:15 |
 | Daedalus | 17 | 27.87% | 48.6 | 47.06% | -0.67% | +27.94% | -22.06% | -10.24% | 29:02 | 24:04 | 25:30 | 28:01 | 30:23 | 37:25 | 04:53 | 03:37 |
 | Sange and Yasha | 4 | 6.56% | 45.7 | 75.00% | +29.39% | -75.00% | +25.00% | 0.00% | 20:16 | 14:38 | 14:38 | 21:07 | 21:55 | 23:22 | 07:17 | 05:23 |
 | Sange | 4 | 6.56% | 42.9 | 75.00% | +29.39% | -75.00% | +25.00% | 0.00% | 20:06 | 14:21 | 14:21 | 21:07 | 21:42 | 23:12 | 07:21 | 05:26 |
 | Void Stone | 2 | 3.28% | 40.0 | 100.00% | +54.24% | 0.00% | 0.00% | 0.00% | 26:09 | 25:34 | 25:34 | 26:43 | 26:43 | 26:43 | 01:09 | 00:51 |
 | Force Staff | 7 | 11.48% | 37.1 | 42.86% | -5.29% | -42.86% | +7.14% | 0.00% | 32:51 | 25:54 | 30:17 | 33:41 | 33:54 | 36:55 | 03:37 | 02:40 |
 | Hurricane Pike | 7 | 11.48% | 34.3 | 42.86% | -5.29% | -42.86% | +7.14% | 0.00% | 33:16 | 26:06 | 30:38 | 33:57 | 34:19 | 37:46 | 03:41 | 02:43 |
 | Fluffy Hat | 7 | 11.48% | 31.4 | 42.86% | -5.29% | -42.86% | +7.14% | 0.00% | 32:51 | 25:54 | 30:17 | 33:41 | 33:54 | 36:55 | 03:37 | 02:40 |
 | Ring of Health | 1 | 1.64% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:34 | 25:34 | 25:34 | 25:34 | 25:34 | 25:34 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.64% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.64% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |
 | Wind Lace | 2 | 3.28% | 20.0 | 50.00% | +2.54% | -50.00% | 0.00% | 0.00% | 12:31 | 07:39 | 07:39 | 17:23 | 17:23 | 17:23 | 09:44 | 07:12 |
 | Javelin | 2 | 3.28% | 17.1 | 50.00% | +2.54% | -50.00% | 0.00% | 0.00% | 29:37 | 25:43 | 25:43 | 33:31 | 33:31 | 33:31 | 07:48 | 05:46 |
 | Monkey King Bar | 2 | 3.28% | 14.3 | 50.00% | +2.54% | -50.00% | 0.00% | 0.00% | 31:45 | 29:18 | 29:18 | 34:11 | 34:11 | 34:11 | 04:53 | 03:37 |
 | Ring of Protection | 1 | 1.64% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.64% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 00:00 | 00:00 |
 | Divine Rapier | 3 | 4.92% | 5.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 44:40 | 39:09 | 39:09 | 44:44 | 50:06 | 50:06 | 10:57 | 08:06 |
 | Wraith Band | 3 | 4.92% | 2.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 01:18 | -01:29 | -01:29 | 02:10 | 03:14 | 03:14 | 04:43 | 03:29 |