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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 | 2 | 11.11% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 34:00 | 33:33 | 33:33 | 34:26 | 34:26 | 34:26 | 00:53 | 00:39 |
 | Phase Boots | 12 | 66.67% | 97.3 | 50.00% | +50.00% | -50.00% | +16.67% | 12.99% | 08:42 | 05:05 | 05:53 | 06:28 | 11:01 | 17:22 | 05:08 | 03:48 |
 | Chainmail | 15 | 83.33% | 94.6 | 40.00% | +40.00% | -15.00% | +10.00% | 5.49% | 09:14 | 02:32 | 04:40 | 06:09 | 09:13 | 41:35 | 04:33 | 03:22 |
 | Black King Bar | 9 | 50.00% | 91.9 | 44.44% | +22.22% | +55.56% | +5.56% | -18.29% | 29:07 | 23:19 | 26:14 | 28:22 | 28:58 | 37:35 | 02:44 | 02:01 |
 | Boots of Speed | 18 | 100.00% | 89.2 | 33.33% | +33.33% | +26.67% | -8.33% | -8.30% | 06:02 | 01:42 | 03:57 | 05:17 | 08:10 | 10:56 | 04:13 | 03:07 |
 | Blink Dagger | 15 | 83.33% | 86.5 | 33.33% | 0.00% | -8.33% | +16.67% | 11.54% | 18:09 | 11:24 | 15:03 | 17:00 | 17:13 | 39:52 | 02:10 | 01:36 |
 | Magic Wand | 15 | 83.33% | 83.8 | 33.33% | 0.00% | +16.67% | -8.33% | -8.67% | 09:29 | 00:43 | 07:27 | 09:20 | 10:20 | 23:22 | 02:53 | 02:08 |
 | Drum of Endurance | 3 | 16.67% | 81.1 | 66.67% | +40.00% | +33.33% | 0.00% | 0.00% | 22:17 | 17:54 | 17:54 | 22:56 | 26:00 | 26:00 | 08:06 | 06:00 |
 | Magic Stick | 16 | 88.89% | 78.4 | 31.25% | -18.75% | +43.75% | -6.25% | -7.21% | 04:59 | -01:29 | 01:31 | 03:47 | 08:27 | 14:13 | 06:56 | 05:08 |
 | Quelling Blade | 11 | 61.11% | 75.7 | 36.36% | +7.79% | -3.03% | -36.36% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wraith Band | 7 | 38.89% | 73.0 | 42.86% | +15.59% | +7.14% | +7.14% | 0.00% | 03:57 | 01:26 | 01:27 | 01:41 | 01:48 | 17:37 | 00:21 | 00:15 |
 | Blade Mail | 12 | 66.67% | 70.3 | 33.33% | 0.00% | -33.33% | 0.00% | 15.62% | 14:05 | 08:00 | 10:07 | 11:32 | 12:15 | 41:35 | 02:08 | 01:34 |
 | Wind Lace | 8 | 44.44% | 67.6 | 37.50% | +7.50% | +12.50% | +12.50% | 0.00% | 13:29 | -01:29 | 05:50 | 13:21 | 14:04 | 30:14 | 08:14 | 06:05 |
 | Blight Stone | 1 | 5.56% | 64.9 | 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 |
 | Aether Lens | 1 | 5.56% | 62.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |
 | Solar Crest | 1 | 5.56% | 59.5 | 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 |
 | Medallion of Courage | 1 | 5.56% | 56.8 | 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 |
 | Desolator | 1 | 5.56% | 54.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 5.56% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 00:00 | 00:00 |
 | Crown | 1 | 5.56% | 48.6 | 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 |
 | Linken's Sphere | 1 | 5.56% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.56% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 5.56% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:19 | 41:19 | 41:19 | 41:19 | 41:19 | 41:19 | 00:00 | 00:00 |
 | Buckler | 1 | 5.56% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 5.56% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 00:00 | 00:00 |
 | Ring of Protection | 6 | 33.33% | 32.4 | 33.33% | 0.00% | -33.33% | +66.67% | 0.00% | 05:27 | -01:29 | -01:29 | -01:29 | -01:29 | 40:06 | 00:00 | 00:00 |
 | Ring of Health | 2 | 11.11% | 29.7 | 50.00% | +18.75% | -50.00% | 0.00% | 0.00% | 27:57 | 21:28 | 21:28 | 34:26 | 34:26 | 34:26 | 12:58 | 09:36 |
 | Aghanim's Shard | 2 | 11.11% | 27.0 | 50.00% | +18.75% | -50.00% | 0.00% | 0.00% | 27:54 | 21:28 | 21:28 | 34:19 | 34:19 | 34:19 | 12:51 | 09:31 |
 | Sange | 3 | 16.67% | 24.3 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 37:12 | 28:36 | 28:36 | 34:17 | 48:43 | 48:43 | 20:07 | 14:54 |
 | Heaven's Halberd | 3 | 16.67% | 21.6 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 39:04 | 29:56 | 29:56 | 38:19 | 48:56 | 48:56 | 19:00 | 14:04 |
 | Tranquil Boots | 3 | 16.67% | 18.9 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 28:43 | 14:39 | 14:39 | 27:58 | 43:32 | 43:32 | 28:53 | 21:23 |
 | Hood of Defiance | 1 | 5.56% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 00:00 | 00:00 |
 | Force Staff | 3 | 16.67% | 13.5 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 40:59 | 33:43 | 33:43 | 34:13 | 55:01 | 55:01 | 21:18 | 15:46 |
 | Headdress | 1 | 5.56% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 5.56% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 00:00 | 00:00 |
 | Bracer | 3 | 16.67% | 5.4 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 02:13 | 02:01 | 02:01 | 02:11 | 02:28 | 02:28 | 00:27 | 00:20 |
 | Fluffy Hat | 3 | 16.67% | 2.7 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 40:57 | 33:43 | 33:43 | 34:13 | 54:55 | 54:55 | 21:12 | 15:42 |