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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 | |
 | Skull Basher | 6 | 20.69% | 100.0 | 100.00% | +73.91% | 0.00% | 0.00% | 0.00% | 35:28 | 26:31 | 26:55 | 31:48 | 36:40 | 58:01 | 09:45 | 07:13 |
 | Abyssal Blade | 4 | 13.79% | 97.5 | 100.00% | +68.00% | 0.00% | 0.00% | 0.00% | 39:39 | 28:52 | 28:52 | 33:41 | 36:34 | 59:30 | 07:42 | 05:42 |
 | Vanguard | 4 | 13.79% | 95.0 | 100.00% | +68.00% | 0.00% | 0.00% | 0.00% | 37:45 | 24:20 | 24:20 | 32:06 | 36:32 | 58:01 | 12:12 | 09:02 |
 | Ring of Protection | 3 | 10.34% | 92.5 | 100.00% | +65.38% | 0.00% | 0.00% | 0.00% | 25:59 | 21:21 | 21:21 | 27:13 | 29:23 | 29:23 | 08:02 | 05:57 |
 | Arcane Blink | 8 | 27.59% | 90.0 | 62.50% | +29.17% | -12.50% | -12.50% | 0.00% | 32:27 | 21:20 | 26:20 | 28:43 | 32:10 | 46:17 | 05:50 | 04:19 |
 | Power Treads | 11 | 37.93% | 87.5 | 54.55% | +21.22% | +12.12% | +12.12% | 0.00% | 08:29 | 06:18 | 07:03 | 07:56 | 08:41 | 13:00 | 01:38 | 01:12 |
 | Boots of Speed | 29 | 100.00% | 85.0 | 41.38% | +41.38% | +15.76% | +1.48% | -9.02% | 04:32 | 02:16 | 03:40 | 04:42 | 05:15 | 06:46 | 01:35 | 01:10 |
 | Bottle | 29 | 100.00% | 82.5 | 41.38% | +41.38% | -12.81% | +1.48% | 10.72% | 02:11 | 00:54 | 01:23 | 02:09 | 02:43 | 03:53 | 01:20 | 00:59 |
 | Ring of Health | 6 | 20.69% | 80.0 | 66.67% | +31.89% | -16.67% | +33.33% | 4.09% | 36:28 | 24:20 | 27:48 | 32:06 | 40:01 | 58:01 | 12:13 | 09:02 |
 | Black King Bar | 26 | 89.66% | 77.5 | 42.31% | +8.98% | +14.83% | -8.98% | -6.84% | 20:40 | 14:25 | 18:45 | 20:43 | 22:14 | 26:16 | 03:29 | 02:34 |
 | Magic Wand | 22 | 75.86% | 75.0 | 40.91% | -1.95% | +9.09% | -0.91% | -2.68% | 07:34 | 04:23 | 05:23 | 05:58 | 09:07 | 21:49 | 03:44 | 02:45 |
 | Morbid Mask | 2 | 6.90% | 72.5 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 30:59 | 30:51 | 30:51 | 31:06 | 31:06 | 31:06 | 00:15 | 00:11 |
 | Buckler | 2 | 6.90% | 70.0 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 28:19 | 27:13 | 27:13 | 29:24 | 29:24 | 29:24 | 02:11 | 01:37 |
 | Yasha | 2 | 6.90% | 67.5 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 20:51 | 14:07 | 14:07 | 27:35 | 27:35 | 27:35 | 13:28 | 09:58 |
 | Sange | 2 | 6.90% | 65.0 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 26:08 | 22:30 | 22:30 | 29:46 | 29:46 | 29:46 | 07:16 | 05:22 |
 | Sange and Yasha | 2 | 6.90% | 62.5 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 26:30 | 23:00 | 23:00 | 29:59 | 29:59 | 29:59 | 06:59 | 05:10 |
 | Assault Cuirass | 2 | 6.90% | 60.0 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 28:52 | 27:35 | 27:35 | 30:08 | 30:08 | 30:08 | 02:33 | 01:53 |
 | Magic Stick | 23 | 79.31% | 57.5 | 39.13% | -10.87% | +10.87% | +10.87% | 0.00% | 06:32 | 02:18 | 04:15 | 05:24 | 06:43 | 21:49 | 02:28 | 01:49 |
 | Eul's Scepter of Divinity | 23 | 79.31% | 55.0 | 39.13% | -10.87% | +10.87% | -5.80% | -7.25% | 12:08 | 09:01 | 11:02 | 11:56 | 13:20 | 15:10 | 02:18 | 01:42 |
 | Void Stone | 23 | 79.31% | 52.5 | 39.13% | -10.87% | +10.87% | +10.87% | 0.00% | 10:12 | 05:41 | 08:20 | 10:33 | 11:44 | 14:57 | 03:24 | 02:31 |
 | Wraith Band | 7 | 24.14% | 50.0 | 57.14% | +20.78% | +42.86% | -7.14% | -15.08% | 04:20 | 01:36 | 02:33 | 03:20 | 05:52 | 08:01 | 03:19 | 02:27 |
 | Blink Dagger | 21 | 72.41% | 47.5 | 38.10% | -11.90% | +21.90% | -38.10% | -7.79% | 20:03 | 11:47 | 15:54 | 19:01 | 23:36 | 28:17 | 07:42 | 05:42 |
 | Wind Lace | 25 | 86.21% | 45.0 | 36.00% | -39.00% | +14.00% | -2.67% | -6.62% | 08:02 | 04:03 | 06:18 | 07:46 | 08:49 | 13:41 | 02:31 | 01:51 |
 | Crystalys | 3 | 10.34% | 42.5 | 66.67% | +28.21% | -66.67% | 0.00% | 0.00% | 30:07 | 20:38 | 20:38 | 31:35 | 38:09 | 38:09 | 17:31 | 12:58 |
 | Null Talisman | 9 | 31.03% | 40.0 | 33.33% | -11.67% | -33.33% | +16.67% | 41.67% | 04:59 | 04:01 | 04:01 | 04:46 | 05:13 | 07:02 | 01:12 | 00:53 |
 | Eye of Skadi | 1 | 3.45% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 00:00 | 00:00 |
 | Butterfly | 1 | 3.45% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 3.45% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 00:00 | 00:00 |
 | Javelin | 1 | 3.45% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:16 | 39:16 | 39:16 | 39:16 | 39:16 | 39:16 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.45% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:50 | 12:50 | 12:50 | 12:50 | 12:50 | 12:50 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.45% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |
 | Satanic | 1 | 3.45% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 3.45% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.45% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 17.24% | 15.0 | 40.00% | -1.67% | -40.00% | +60.00% | 10.68% | 36:13 | 28:58 | 28:58 | 32:26 | 38:20 | 50:31 | 09:22 | 06:56 |
 | Refresher Orb | 2 | 6.90% | 12.5 | 50.00% | +9.26% | +50.00% | 0.00% | 0.00% | 36:29 | 32:30 | 32:30 | 40:28 | 40:28 | 40:28 | 07:58 | 05:54 |
 | Scythe of Vyse | 4 | 13.79% | 10.0 | 25.00% | -19.00% | -25.00% | -25.00% | 0.00% | 35:03 | 32:58 | 32:58 | 33:14 | 33:20 | 40:38 | 00:22 | 00:16 |
 | Dragon Lance | 1 | 3.45% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:48 | 16:48 | 16:48 | 16:48 | 16:48 | 16:48 | 00:00 | 00:00 |
 | Daedalus | 1 | 3.45% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.45% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 00:00 | 00:00 |