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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 | |
 | Ring of Protection | 16 | 59.26% | 100.0 | 62.50% | +62.50% | -12.50% | -37.50% | -1.59% | 19:38 | -01:28 | 10:50 | 18:24 | 26:31 | 38:10 | 15:41 | 11:37 |
 | Assault Cuirass | 10 | 37.04% | 97.4 | 60.00% | +36.47% | +40.00% | -10.00% | -5.16% | 30:38 | 24:39 | 26:00 | 27:55 | 35:41 | 42:04 | 09:41 | 07:10 |
 | Buckler | 11 | 40.74% | 94.9 | 54.55% | +29.55% | +45.45% | -21.22% | -12.62% | 29:01 | 21:20 | 25:26 | 26:31 | 30:43 | 42:04 | 05:17 | 03:54 |
 | Soul Ring | 6 | 22.22% | 92.3 | 66.67% | +38.10% | -16.67% | +33.33% | 50.00% | 11:36 | 10:13 | 11:08 | 11:20 | 11:43 | 13:39 | 00:35 | 00:25 |
 | Black King Bar | 18 | 66.67% | 89.7 | 44.44% | +22.22% | +35.56% | +5.56% | -5.49% | 25:23 | 20:03 | 22:55 | 25:29 | 28:23 | 31:00 | 05:28 | 04:02 |
 | Blink Dagger | 22 | 81.48% | 87.2 | 40.91% | +20.91% | -7.58% | +19.09% | 7.44% | 21:24 | 14:51 | 18:52 | 21:04 | 22:27 | 29:29 | 03:35 | 02:39 |
 | Helm of Iron Will | 26 | 96.30% | 84.6 | 38.46% | +38.46% | -24.17% | -5.13% | 4.48% | 05:55 | 02:44 | 03:41 | 04:47 | 07:56 | 11:56 | 04:15 | 03:08 |
 | Armlet of Mordiggian | 26 | 96.30% | 82.1 | 38.46% | +38.46% | -38.46% | -21.79% | 7.14% | 09:43 | 07:24 | 08:29 | 09:27 | 10:49 | 13:59 | 02:20 | 01:43 |
 | Blight Stone | 23 | 85.19% | 79.5 | 39.13% | +14.13% | +27.54% | -5.80% | -9.30% | 13:26 | 09:21 | 11:24 | 13:13 | 14:59 | 20:29 | 03:35 | 02:39 |
 | Desolator | 23 | 85.19% | 76.9 | 39.13% | +14.13% | +44.20% | +10.87% | -11.83% | 17:38 | 13:56 | 16:07 | 16:43 | 18:56 | 22:28 | 02:49 | 02:05 |
 | Quelling Blade | 27 | 100.00% | 74.4 | 37.04% | +37.04% | -22.75% | -8.47% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 27 | 100.00% | 71.8 | 37.04% | +37.04% | +5.82% | -8.47% | -2.64% | 06:25 | 02:45 | 03:34 | 05:48 | 08:59 | 11:16 | 05:25 | 04:00 |
 | Magic Stick | 24 | 88.89% | 69.2 | 37.50% | +4.17% | -20.83% | +12.50% | 33.33% | 00:55 | -01:30 | -01:29 | -01:29 | -01:25 | 19:25 | 00:04 | 00:02 |
 | Phase Boots | 25 | 92.59% | 66.7 | 36.00% | -14.00% | +47.33% | -2.67% | -9.09% | 09:49 | 04:03 | 06:22 | 10:48 | 11:52 | 18:31 | 05:30 | 04:04 |
 | Chainmail | 25 | 92.59% | 64.1 | 36.00% | -14.00% | +30.67% | -2.67% | -5.99% | 08:44 | 01:39 | 05:32 | 10:11 | 11:06 | 17:56 | 05:34 | 04:07 |
 | Overwhelming Blink | 3 | 11.11% | 61.5 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 36:54 | 31:42 | 31:42 | 31:57 | 47:03 | 47:03 | 15:21 | 11:22 |
 | Aghanim's Shard | 3 | 11.11% | 59.0 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 26:24 | 18:18 | 18:18 | 22:14 | 38:39 | 38:39 | 20:21 | 15:04 |
 | Ring of Health | 4 | 14.81% | 56.4 | 50.00% | +15.22% | -50.00% | +50.00% | 58.25% | 37:07 | 33:57 | 33:57 | 35:00 | 35:40 | 43:49 | 01:43 | 01:16 |
 | Magic Wand | 16 | 59.26% | 53.8 | 25.00% | -29.55% | -25.00% | +50.00% | 20.27% | 11:33 | 01:54 | 10:12 | 12:16 | 13:54 | 19:35 | 03:42 | 02:44 |
 | Refresher Orb | 1 | 3.70% | 51.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.70% | 48.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:37 | 19:37 | 19:37 | 19:37 | 19:37 | 19:37 | 00:00 | 00:00 |
 | Silver Edge | 1 | 3.70% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.70% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Swift Blink | 2 | 7.41% | 41.0 | 50.00% | +14.00% | +50.00% | 0.00% | 0.00% | 40:18 | 34:57 | 34:57 | 45:39 | 45:39 | 45:39 | 10:42 | 07:55 |
 | Void Stone | 2 | 7.41% | 38.5 | 50.00% | +14.00% | +50.00% | 0.00% | 0.00% | 45:07 | 35:40 | 35:40 | 54:33 | 54:33 | 54:33 | 18:53 | 13:59 |
 | Power Treads | 2 | 7.41% | 35.9 | 50.00% | +14.00% | +50.00% | 0.00% | 0.00% | 05:04 | 04:32 | 04:32 | 05:35 | 05:35 | 05:35 | 01:03 | 00:46 |
 | Abyssal Blade | 3 | 11.11% | 33.3 | 33.33% | -4.17% | -33.33% | 0.00% | 0.00% | 37:42 | 34:00 | 34:00 | 35:06 | 43:59 | 43:59 | 09:59 | 07:23 |
 | Bracer | 3 | 11.11% | 30.8 | 33.33% | -4.17% | +66.67% | 0.00% | 0.00% | 02:18 | 02:01 | 02:01 | 02:14 | 02:40 | 02:40 | 00:39 | 00:28 |
 | Vanguard | 3 | 11.11% | 28.2 | 33.33% | -4.17% | -33.33% | 0.00% | 0.00% | 37:36 | 33:58 | 33:58 | 35:00 | 43:49 | 43:49 | 09:51 | 07:17 |
 | Skull Basher | 3 | 11.11% | 25.6 | 33.33% | -4.17% | -33.33% | 0.00% | 0.00% | 31:16 | 24:24 | 24:24 | 29:17 | 40:07 | 40:07 | 15:43 | 11:38 |
 | Sange | 1 | 3.70% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.70% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.70% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 00:00 | 00:00 |
 | Wind Lace | 1 | 3.70% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Radiance | 2 | 7.41% | 12.8 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 18:21 | 18:12 | 18:12 | 18:29 | 18:29 | 18:29 | 00:17 | 00:12 |
 | Bloodthorn | 1 | 3.70% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:50 | 54:50 | 54:50 | 54:50 | 54:50 | 54:50 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.70% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 3.70% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 3.70% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:50 | 54:50 | 54:50 | 54:50 | 54:50 | 54:50 | 00:00 | 00:00 |