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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 | |
 | Blight Stone | 15 | 93.75% | 100.0 | 73.33% | +73.33% | -23.33% | +1.67% | 0.00% | -01:19 | -01:29 | -01:29 | -01:29 | -01:29 | 01:01 | 00:00 | 00:00 |
 | Morbid Mask | 12 | 75.00% | 96.7 | 75.00% | +25.00% | -8.33% | -8.33% | 0.00% | 09:20 | 06:26 | 08:31 | 09:03 | 10:34 | 11:04 | 02:03 | 01:31 |
 | Mask of Madness | 12 | 75.00% | 93.3 | 75.00% | +25.00% | -8.33% | -8.33% | 0.00% | 10:21 | 08:45 | 09:09 | 10:01 | 11:09 | 12:04 | 02:00 | 01:28 |
 | Buckler | 9 | 56.25% | 90.0 | 77.78% | +20.64% | +22.22% | -77.78% | -15.31% | 24:33 | 18:09 | 19:03 | 24:29 | 25:35 | 42:00 | 06:32 | 04:50 |
 | Ring of Protection | 9 | 56.25% | 86.7 | 77.78% | +20.64% | +22.22% | -77.78% | -15.31% | 24:26 | 17:54 | 19:03 | 24:18 | 25:35 | 42:00 | 06:32 | 04:50 |
 | Chainmail | 16 | 100.00% | 83.3 | 68.75% | +68.75% | +6.25% | -18.75% | -22.39% | 05:26 | 04:24 | 04:45 | 05:18 | 05:52 | 07:17 | 01:07 | 00:49 |
 | Quelling Blade | 16 | 100.00% | 80.0 | 68.75% | +68.75% | -18.75% | +31.25% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 16 | 100.00% | 76.7 | 68.75% | +68.75% | +31.25% | -18.75% | -50.00% | 04:25 | 02:51 | 03:52 | 04:29 | 04:40 | 05:42 | 00:48 | 00:35 |
 | Phase Boots | 16 | 100.00% | 73.3 | 68.75% | +68.75% | +6.25% | -18.75% | -25.00% | 06:04 | 05:02 | 05:37 | 06:03 | 06:30 | 07:55 | 00:53 | 00:39 |
 | Desolator | 13 | 81.25% | 70.0 | 69.23% | +2.56% | +30.77% | -35.90% | -24.69% | 16:20 | 14:06 | 14:47 | 16:01 | 17:29 | 19:07 | 02:42 | 02:00 |
 | Assault Cuirass | 8 | 50.00% | 66.7 | 75.00% | +12.50% | +25.00% | -25.00% | -17.14% | 27:10 | 22:53 | 23:17 | 25:28 | 26:12 | 42:21 | 02:55 | 02:09 |
 | Aghanim's Shard | 13 | 81.25% | 63.3 | 61.54% | -38.46% | +38.46% | -61.54% | -40.82% | 18:07 | 16:12 | 16:17 | 18:17 | 18:44 | 21:39 | 02:27 | 01:48 |
 | Maelstrom | 2 | 12.50% | 60.0 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 29:23 | 19:35 | 19:35 | 39:10 | 39:10 | 39:10 | 19:35 | 14:30 |
 | Wraith Band | 6 | 37.50% | 56.7 | 50.00% | -30.00% | +50.00% | -50.00% | -66.67% | 27:16 | 16:42 | 25:13 | 25:47 | 26:43 | 42:37 | 01:30 | 01:06 |
 | Orb of Venom | 3 | 18.75% | 53.3 | 66.67% | -2.56% | -66.67% | 0.00% | 0.00% | 03:49 | 01:43 | 01:43 | 03:45 | 05:58 | 05:58 | 04:15 | 03:08 |
 | Black King Bar | 3 | 18.75% | 50.0 | 66.67% | -2.56% | +33.33% | 0.00% | 0.00% | 38:10 | 35:05 | 35:05 | 39:00 | 40:25 | 40:25 | 05:20 | 03:57 |
 | Javelin | 3 | 18.75% | 46.7 | 66.67% | -2.56% | +33.33% | 0.00% | 0.00% | 28:35 | 16:27 | 16:27 | 33:34 | 35:45 | 35:45 | 19:18 | 14:17 |
 | Fluffy Hat | 3 | 18.75% | 43.3 | 66.67% | -2.56% | -66.67% | 0.00% | 0.00% | 04:08 | 02:21 | 02:21 | 03:45 | 06:19 | 06:19 | 03:58 | 02:56 |
 | Radiance | 3 | 18.75% | 40.0 | 66.67% | -2.56% | +33.33% | 0.00% | 0.00% | 16:16 | 15:15 | 15:15 | 15:34 | 17:58 | 17:58 | 02:43 | 02:00 |
 | Orb of Corrosion | 3 | 18.75% | 36.7 | 66.67% | -2.56% | -66.67% | 0.00% | 0.00% | 04:55 | 03:03 | 03:03 | 04:13 | 07:29 | 07:29 | 04:26 | 03:17 |
 | Abyssal Blade | 1 | 6.25% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 00:00 | 00:00 |
 | Ring of Health | 1 | 6.25% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 6.25% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 00:00 | 00:00 |
 | Vanguard | 1 | 6.25% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Skull Basher | 5 | 31.25% | 20.0 | 40.00% | -41.82% | -40.00% | -40.00% | 0.00% | 28:59 | 23:35 | 23:35 | 30:26 | 31:55 | 34:08 | 08:20 | 06:10 |
 | Moon Shard | 2 | 12.50% | 16.7 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 42:47 | 32:44 | 32:44 | 52:50 | 52:50 | 52:50 | 20:06 | 14:53 |
 | Monkey King Bar | 2 | 12.50% | 13.3 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 39:16 | 39:07 | 39:07 | 39:25 | 39:25 | 39:25 | 00:18 | 00:13 |
 | Magic Wand | 1 | 6.25% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 6.25% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:22 | 12:22 | 12:22 | 12:22 | 12:22 | 12:22 | 00:00 | 00:00 |
 | Magic Stick | 1 | 6.25% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:21 | 11:21 | 11:21 | 11:21 | 11:21 | 11:21 | 00:00 | 00:00 |