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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 | |
 | Magic Wand | 23 | 76.67% | 100.0 | 69.57% | +26.71% | +13.76% | -19.57% | -3.18% | 08:02 | 00:57 | 02:00 | 04:47 | 12:28 | 24:00 | 10:28 | 07:45 |
 | Black King Bar | 27 | 90.00% | 97.7 | 66.67% | +33.34% | +19.04% | -38.10% | -13.88% | 21:07 | 17:14 | 18:49 | 20:50 | 22:56 | 29:13 | 04:07 | 03:02 |
 | Magic Stick | 29 | 96.67% | 95.3 | 65.52% | +65.52% | -8.38% | +20.19% | 28.57% | 01:34 | -01:29 | -01:29 | 00:51 | 01:35 | 10:29 | 03:04 | 02:16 |
 | Assault Cuirass | 15 | 50.00% | 93.0 | 73.33% | +20.00% | +26.67% | -48.33% | -15.05% | 30:01 | 20:39 | 26:01 | 28:13 | 31:00 | 43:47 | 04:59 | 03:41 |
 | Echo Sabre | 22 | 73.33% | 90.7 | 68.18% | +18.18% | -18.18% | -28.18% | -5.45% | 13:43 | 11:02 | 12:34 | 13:44 | 14:24 | 17:46 | 01:50 | 01:21 |
 | Wind Lace | 7 | 23.33% | 88.4 | 85.71% | +29.19% | +14.29% | -35.71% | 0.00% | 10:35 | 08:21 | 09:03 | 09:26 | 11:09 | 15:02 | 02:06 | 01:33 |
 | Quelling Blade | 30 | 100.00% | 86.0 | 63.33% | +63.33% | +11.67% | -6.19% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 00:40 | 00:00 | 00:00 |
 | Boots of Speed | 30 | 100.00% | 83.7 | 63.33% | +63.33% | +11.67% | -6.19% | -14.88% | 03:30 | 01:01 | 02:23 | 02:55 | 03:35 | 10:14 | 01:12 | 00:53 |
 | Blink Dagger | 19 | 63.33% | 81.4 | 68.42% | +13.87% | +31.58% | -8.42% | -8.63% | 25:23 | 15:28 | 22:00 | 24:46 | 26:38 | 43:49 | 04:38 | 03:25 |
 | Mask of Madness | 25 | 83.33% | 79.1 | 64.00% | +4.00% | +2.67% | +2.67% | 0.00% | 08:52 | 06:23 | 07:48 | 08:38 | 09:39 | 11:52 | 01:51 | 01:22 |
 | Morbid Mask | 27 | 90.00% | 76.7 | 62.96% | -3.71% | +8.47% | +8.47% | 0.00% | 08:38 | 03:10 | 05:20 | 06:28 | 07:57 | 34:53 | 02:37 | 01:56 |
 | Ring of Protection | 16 | 53.33% | 74.4 | 68.75% | +11.61% | +31.25% | -43.75% | -12.61% | 28:17 | 18:50 | 24:16 | 26:10 | 30:13 | 43:42 | 05:57 | 04:24 |
 | Buckler | 16 | 53.33% | 72.1 | 68.75% | +11.61% | +31.25% | -43.75% | -10.11% | 28:53 | 18:50 | 24:16 | 26:10 | 31:41 | 43:42 | 07:25 | 05:29 |
 | Phase Boots | 15 | 50.00% | 69.8 | 66.67% | +6.67% | +8.33% | -16.67% | -7.14% | 08:35 | 04:55 | 06:19 | 08:47 | 09:49 | 12:15 | 03:30 | 02:35 |
 | Chainmail | 15 | 50.00% | 67.4 | 66.67% | +6.67% | +8.33% | -16.67% | -7.01% | 07:11 | 01:45 | 05:21 | 08:10 | 08:55 | 12:15 | 03:34 | 02:38 |
 | Sange | 16 | 53.33% | 65.1 | 62.50% | -1.79% | -12.50% | +12.50% | 4.90% | 17:05 | 12:30 | 13:21 | 15:07 | 18:27 | 27:19 | 05:06 | 03:46 |
 | Yasha | 14 | 46.67% | 62.8 | 64.29% | +1.79% | -14.29% | +35.71% | 7.94% | 19:15 | 12:19 | 16:18 | 17:25 | 22:36 | 30:30 | 06:18 | 04:40 |
 | Sange and Yasha | 14 | 46.67% | 60.5 | 64.29% | +1.79% | -14.29% | +35.71% | 7.63% | 19:52 | 14:13 | 16:43 | 17:45 | 23:16 | 30:47 | 06:33 | 04:51 |
 | Power Treads | 15 | 50.00% | 58.1 | 60.00% | -6.67% | +15.00% | -10.00% | -5.38% | 07:09 | 03:22 | 04:53 | 06:18 | 09:32 | 12:28 | 04:39 | 03:26 |
 | Swift Blink | 5 | 16.67% | 55.8 | 80.00% | +20.00% | +20.00% | -80.00% | 0.00% | 40:10 | 31:36 | 31:36 | 40:55 | 42:59 | 49:13 | 11:23 | 08:25 |
 | Satanic | 7 | 23.33% | 53.5 | 71.43% | +10.56% | -21.43% | -21.43% | 0.00% | 34:15 | 21:34 | 34:23 | 36:29 | 36:31 | 38:17 | 02:08 | 01:34 |
 | Crystalys | 13 | 43.33% | 51.2 | 53.85% | -16.74% | +12.82% | -20.52% | -3.71% | 31:46 | 20:25 | 24:55 | 29:05 | 33:54 | 57:14 | 08:59 | 06:39 |
 | Daedalus | 11 | 36.67% | 48.8 | 54.55% | -13.87% | +12.12% | -21.22% | -8.27% | 35:00 | 23:01 | 30:52 | 33:10 | 34:54 | 57:34 | 04:02 | 02:59 |
 | Aghanim's Shard | 6 | 20.00% | 46.5 | 66.67% | +4.17% | +33.33% | -66.67% | 0.00% | 35:15 | 26:31 | 32:02 | 35:04 | 39:31 | 43:16 | 07:29 | 05:32 |
 | Eye of Skadi | 2 | 6.67% | 44.2 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 30:24 | 28:36 | 28:36 | 32:12 | 32:12 | 32:12 | 03:36 | 02:40 |
 | Hand of Midas | 2 | 6.67% | 41.9 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 08:46 | 08:06 | 08:06 | 09:26 | 09:26 | 09:26 | 01:20 | 00:59 |
 | Bracer | 9 | 30.00% | 39.5 | 44.44% | -26.99% | -44.44% | +5.56% | 50.00% | 01:53 | -01:29 | 01:38 | 02:04 | 02:27 | 03:27 | 00:49 | 00:36 |
 | Skull Basher | 3 | 10.00% | 37.2 | 66.67% | +3.71% | +33.33% | 0.00% | 0.00% | 27:26 | 24:04 | 24:04 | 25:20 | 32:53 | 32:53 | 08:49 | 06:31 |
 | Aghanim's Scepter | 1 | 3.33% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 3.33% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:06 | 29:06 | 29:06 | 29:06 | 29:06 | 29:06 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.33% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 3.33% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:57 | 52:57 | 52:57 | 52:57 | 52:57 | 52:57 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.33% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.33% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 3.33% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Javelin | 1 | 3.33% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:55 | 42:55 | 42:55 | 42:55 | 42:55 | 42:55 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.33% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 6.67% | 14.0 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 24:11 | 21:48 | 21:48 | 26:33 | 26:33 | 26:33 | 04:45 | 03:31 |
 | Vanguard | 2 | 6.67% | 11.6 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 27:50 | 26:28 | 26:28 | 29:12 | 29:12 | 29:12 | 02:44 | 02:01 |
 | Ring of Health | 3 | 10.00% | 9.3 | 33.33% | -33.34% | +66.67% | 0.00% | 0.00% | 35:31 | 26:28 | 26:28 | 29:07 | 50:58 | 50:58 | 24:30 | 18:08 |
 | Refresher Orb | 1 | 3.33% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 3.33% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.33% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 50:58 | 00:00 | 00:00 |