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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 | 3 | 33.33% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 31:19 | 29:12 | 29:12 | 29:41 | 35:05 | 35:05 | 05:53 | 04:21 |
 | Heart of Tarrasque | 8 | 88.89% | 96.8 | 62.50% | +62.50% | +37.50% | -62.50% | -49.59% | 22:36 | 20:32 | 20:42 | 21:54 | 22:43 | 26:15 | 02:01 | 01:29 |
 | Mage Slayer | 8 | 88.89% | 93.5 | 62.50% | +62.50% | +37.50% | -62.50% | -8.03% | 27:56 | 15:57 | 17:09 | 24:28 | 29:36 | 50:42 | 12:27 | 09:13 |
 | Magic Stick | 6 | 66.67% | 90.3 | 66.67% | +33.34% | +33.33% | -66.67% | -100.00% | -00:19 | -01:29 | -01:29 | -01:22 | 01:10 | 01:45 | 02:39 | 01:57 |
 | Aghanim's Scepter | 2 | 22.22% | 87.1 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 47:21 | 37:19 | 37:19 | 57:23 | 57:23 | 57:23 | 20:04 | 14:51 |
 | Quelling Blade | 9 | 100.00% | 83.9 | 55.56% | +55.56% | +44.44% | -5.56% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Boots of Speed | 9 | 100.00% | 80.6 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 04:13 | 02:38 | 03:16 | 04:10 | 04:45 | 05:42 | 01:29 | 01:05 |
 | Void Stone | 9 | 100.00% | 77.4 | 55.56% | +55.56% | -55.56% | -55.56% | 0.00% | 26:00 | 17:52 | 18:59 | 25:10 | 28:14 | 37:51 | 09:15 | 06:51 |
 | Power Treads | 9 | 100.00% | 74.2 | 55.56% | +55.56% | +44.44% | -55.56% | -75.95% | 06:20 | 05:14 | 05:22 | 05:59 | 06:41 | 08:25 | 01:19 | 00:58 |
 | Yasha | 9 | 100.00% | 71.0 | 55.56% | +55.56% | +44.44% | -55.56% | -40.27% | 11:03 | 09:33 | 09:54 | 10:19 | 12:23 | 13:25 | 02:29 | 01:50 |
 | Manta Style | 9 | 100.00% | 67.7 | 55.56% | +55.56% | +44.44% | -55.56% | -28.44% | 15:12 | 13:26 | 13:36 | 14:19 | 17:07 | 17:25 | 03:31 | 02:36 |
 | Bloodthorn | 7 | 77.78% | 64.5 | 57.14% | +7.14% | +42.86% | -57.14% | -12.99% | 33:40 | 25:19 | 26:29 | 30:12 | 34:11 | 50:42 | 07:42 | 05:42 |
 | Orchid Malevolence | 8 | 88.89% | 61.3 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 29:03 | 20:01 | 21:32 | 25:19 | 30:12 | 50:42 | 08:40 | 06:25 |
 | Butterfly | 4 | 44.44% | 58.1 | 50.00% | -10.00% | -50.00% | +50.00% | 14.63% | 35:21 | 28:54 | 28:54 | 34:24 | 35:44 | 42:20 | 06:50 | 05:03 |
 | Black King Bar | 4 | 44.44% | 54.8 | 50.00% | -10.00% | +50.00% | +50.00% | 0.00% | 35:07 | 30:07 | 30:07 | 31:37 | 31:42 | 47:00 | 01:35 | 01:10 |
 | Ring of Protection | 1 | 11.11% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:08 | 50:08 | 50:08 | 50:08 | 50:08 | 50:08 | 00:00 | 00:00 |
 | Vanguard | 1 | 11.11% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 11.11% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 00:00 | 00:00 |
 | Buckler | 1 | 11.11% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:08 | 50:08 | 50:08 | 50:08 | 50:08 | 50:08 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 11.11% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 11.11% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 00:00 | 00:00 |
 | Ring of Health | 1 | 11.11% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 11.11% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 00:00 | 00:00 |
 | Magic Wand | 3 | 33.33% | 25.8 | 33.33% | -33.34% | -33.33% | 0.00% | 0.00% | 07:46 | 05:27 | 05:27 | 08:52 | 09:00 | 09:00 | 03:33 | 02:37 |
 | Wraith Band | 4 | 44.44% | 22.6 | 25.00% | -55.00% | +75.00% | -25.00% | -68.97% | 02:03 | 01:04 | 01:04 | 02:04 | 02:31 | 02:32 | 01:27 | 01:04 |
 | Scythe of Vyse | 1 | 11.11% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 00:00 | 00:00 |
 | Eye of Skadi | 2 | 22.22% | 16.1 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 34:37 | 21:17 | 21:17 | 47:56 | 47:56 | 47:56 | 26:39 | 19:44 |
 | Boots of Travel 2 | 1 | 11.11% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:25 | 58:25 | 58:25 | 58:25 | 58:25 | 58:25 | 00:00 | 00:00 |
 | Wind Lace | 1 | 11.11% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 00:00 | 00:00 |
 | Moon Shard | 1 | 11.11% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:57 | 53:57 | 53:57 | 53:57 | 53:57 | 53:57 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 11.11% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:23 | 26:23 | 26:23 | 26:23 | 26:23 | 26:23 | 00:00 | 00:00 |