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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 | |
 | Void Stone | 7 | 29.17% | 100.0 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 35:49 | 27:03 | 27:48 | 34:19 | 37:48 | 49:25 | 10:00 | 07:24 |
 | Ring of Health | 5 | 20.83% | 96.6 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 39:10 | 31:11 | 31:11 | 37:48 | 43:07 | 49:24 | 11:56 | 08:50 |
 | Black King Bar | 20 | 83.33% | 93.1 | 70.00% | +45.00% | -10.00% | +10.00% | 4.72% | 25:38 | 18:08 | 23:20 | 24:16 | 27:34 | 36:50 | 04:14 | 03:08 |
 | Force Staff | 7 | 29.17% | 89.7 | 85.71% | +32.77% | +14.29% | +14.29% | 0.00% | 30:35 | 22:27 | 25:05 | 28:40 | 32:26 | 40:26 | 07:21 | 05:26 |
 | Fluffy Hat | 7 | 29.17% | 86.2 | 85.71% | +32.77% | +14.29% | +14.29% | 0.00% | 30:06 | 21:18 | 25:05 | 28:03 | 31:54 | 40:26 | 06:49 | 05:02 |
 | Magic Stick | 23 | 95.83% | 82.8 | 65.22% | +65.22% | -15.22% | +18.11% | 8.97% | 03:04 | -01:29 | -01:25 | 02:44 | 05:08 | 16:00 | 06:33 | 04:51 |
 | Wind Lace | 22 | 91.67% | 79.3 | 63.64% | +13.64% | +3.03% | -3.64% | -2.26% | 03:09 | -01:29 | 02:19 | 03:15 | 05:16 | 06:49 | 02:57 | 02:11 |
 | Blink Dagger | 24 | 100.00% | 75.9 | 62.50% | +62.50% | -12.50% | +4.17% | 6.33% | 15:49 | 10:46 | 13:52 | 14:50 | 16:30 | 26:02 | 02:38 | 01:57 |
 | Boots of Speed | 24 | 100.00% | 72.4 | 62.50% | +62.50% | +4.17% | +20.83% | 10.20% | 00:57 | -01:29 | -01:29 | -01:29 | 03:07 | 07:11 | 04:36 | 03:24 |
 | Magic Wand | 11 | 45.83% | 69.0 | 72.73% | +18.88% | -39.40% | +27.27% | 14.34% | 11:32 | 06:37 | 07:21 | 10:39 | 12:00 | 24:46 | 04:39 | 03:26 |
 | Tranquil Boots | 21 | 87.50% | 65.5 | 61.90% | -4.77% | -41.90% | -1.90% | 15.19% | 05:49 | 02:36 | 04:20 | 05:51 | 06:58 | 09:34 | 02:38 | 01:57 |
 | Ring of Protection | 5 | 20.83% | 62.1 | 80.00% | +22.11% | +20.00% | -80.00% | -100.00% | -01:18 | -01:29 | -01:29 | -01:28 | -01:24 | -00:40 | 00:05 | 00:03 |
 | Shiva's Guard | 4 | 16.67% | 58.6 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 32:40 | 31:27 | 31:27 | 32:38 | 32:58 | 33:37 | 01:31 | 01:07 |
 | Aghanim's Shard | 4 | 16.67% | 55.2 | 75.00% | +15.00% | +25.00% | -75.00% | -17.44% | 25:19 | 20:43 | 20:43 | 26:02 | 26:27 | 28:04 | 05:44 | 04:14 |
 | Refresher Orb | 2 | 8.33% | 51.7 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 46:38 | 43:21 | 43:21 | 49:55 | 49:55 | 49:55 | 06:34 | 04:51 |
 | Lotus Orb | 2 | 8.33% | 48.3 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 32:45 | 31:11 | 31:11 | 34:19 | 34:19 | 34:19 | 03:08 | 02:19 |
 | Aeon Disk | 2 | 8.33% | 44.8 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 41:36 | 35:28 | 35:28 | 47:43 | 47:43 | 47:43 | 12:15 | 09:04 |
 | Chainmail | 3 | 12.50% | 41.4 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 05:09 | 04:00 | 04:00 | 05:22 | 06:04 | 06:04 | 02:04 | 01:31 |
 | Phase Boots | 3 | 12.50% | 37.9 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 06:45 | 06:17 | 06:17 | 06:52 | 07:06 | 07:06 | 00:49 | 00:36 |
 | Ring of Basilius | 1 | 4.17% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 4.17% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 4.17% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 8.33% | 24.1 | 50.00% | -13.64% | +50.00% | 0.00% | 0.00% | 11:52 | 11:07 | 11:07 | 12:36 | 12:36 | 12:36 | 01:29 | 01:05 |
 | Quelling Blade | 3 | 12.50% | 20.7 | 33.33% | -33.34% | +66.67% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 4.17% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 00:00 | 00:00 |
 | Bracer | 1 | 4.17% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 |
 | Sange | 2 | 8.33% | 10.3 | 0.00% | -68.18% | 0.00% | 0.00% | 0.00% | 30:58 | 27:45 | 27:45 | 34:11 | 34:11 | 34:11 | 06:26 | 04:45 |
 | Heaven's Halberd | 2 | 8.33% | 6.9 | 0.00% | -68.18% | 0.00% | 0.00% | 0.00% | 34:33 | 32:48 | 32:48 | 36:17 | 36:17 | 36:17 | 03:29 | 02:34 |
 | Spirit Vessel | 1 | 4.17% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:08 | 23:08 | 23:08 | 23:08 | 23:08 | 23:08 | 00:00 | 00:00 |