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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 | |
 | Power Treads | 3 | 15.00% | 100.0 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 18:54 | 14:23 | 14:23 | 19:30 | 22:49 | 22:49 | 08:26 | 06:14 |
 | Heart of Tarrasque | 5 | 25.00% | 96.8 | 80.00% | +40.00% | +20.00% | -80.00% | -19.29% | 30:54 | 26:03 | 26:03 | 30:27 | 31:14 | 39:40 | 05:11 | 03:50 |
 | Blink Dagger | 19 | 95.00% | 93.5 | 52.63% | +52.63% | +7.37% | +7.37% | 0.00% | 16:13 | 11:58 | 13:48 | 15:33 | 16:25 | 27:42 | 02:37 | 01:56 |
 | Magic Stick | 17 | 85.00% | 90.3 | 52.94% | +19.61% | -2.94% | +22.06% | 3.90% | 04:45 | -01:29 | 00:25 | 04:00 | 06:50 | 15:21 | 06:25 | 04:45 |
 | Boots of Speed | 20 | 100.00% | 87.1 | 50.00% | +50.00% | -10.00% | +10.00% | 4.88% | 06:40 | 02:39 | 04:07 | 06:35 | 08:13 | 11:44 | 04:06 | 03:02 |
 | Ring of Health | 20 | 100.00% | 83.9 | 50.00% | +50.00% | +10.00% | -30.00% | -23.53% | 05:05 | 02:43 | 03:16 | 03:56 | 04:58 | 21:43 | 01:42 | 01:15 |
 | Quelling Blade | 18 | 90.00% | 80.6 | 50.00% | 0.00% | +10.00% | 0.00% | 0.00% | -00:54 | -01:29 | -01:29 | -01:29 | -01:29 | 07:20 | 00:00 | 00:00 |
 | Bracer | 8 | 40.00% | 77.4 | 62.50% | +20.83% | -12.50% | -12.50% | 0.00% | 02:04 | -01:29 | -01:29 | 01:47 | 02:13 | 09:18 | 03:42 | 02:44 |
 | Chainmail | 13 | 65.00% | 74.2 | 53.85% | +10.99% | -20.52% | +12.82% | 11.24% | 10:24 | 06:31 | 07:44 | 09:34 | 10:42 | 20:27 | 02:58 | 02:11 |
 | Magic Wand | 11 | 55.00% | 71.0 | 54.55% | +10.11% | -21.22% | -54.55% | -7.33% | 10:52 | 02:08 | 09:20 | 12:01 | 13:53 | 16:41 | 04:33 | 03:22 |
 | Hood of Defiance | 14 | 70.00% | 67.7 | 50.00% | 0.00% | +25.00% | -16.67% | -4.14% | 12:50 | 04:51 | 07:30 | 12:58 | 17:34 | 21:43 | 10:04 | 07:27 |
 | Pipe of Insight | 4 | 20.00% | 64.5 | 75.00% | +31.25% | +25.00% | -75.00% | 0.00% | 19:15 | 16:36 | 16:36 | 18:51 | 20:30 | 21:04 | 03:54 | 02:53 |
 | Headdress | 4 | 20.00% | 61.3 | 75.00% | +31.25% | +25.00% | +25.00% | 0.00% | 17:30 | 16:17 | 16:17 | 17:23 | 17:58 | 18:21 | 01:41 | 01:14 |
 | Phase Boots | 12 | 60.00% | 58.1 | 50.00% | 0.00% | -16.67% | +16.67% | 14.09% | 11:38 | 06:57 | 09:09 | 10:44 | 11:31 | 21:19 | 02:22 | 01:45 |
 | Vanguard | 12 | 60.00% | 54.8 | 41.67% | -20.83% | -41.67% | -8.34% | 22.22% | 07:34 | 05:26 | 06:34 | 07:08 | 08:04 | 10:13 | 01:30 | 01:06 |
 | Ring of Protection | 8 | 40.00% | 51.6 | 37.50% | -20.83% | -37.50% | +62.50% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -01:18 | 00:00 | 00:00 |
 | Black King Bar | 4 | 20.00% | 48.4 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 31:30 | 26:40 | 26:40 | 28:08 | 31:54 | 39:16 | 05:14 | 03:52 |
 | Sange | 4 | 20.00% | 45.2 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 20:49 | 14:02 | 14:02 | 21:33 | 22:33 | 25:09 | 08:31 | 06:18 |
 | Aghanim's Scepter | 1 | 5.00% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Blade Mail | 1 | 5.00% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 00:00 | 00:00 |
 | Void Stone | 1 | 5.00% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 10.00% | 32.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 21:01 | 16:27 | 16:27 | 25:34 | 25:34 | 25:34 | 09:07 | 06:45 |
 | Force Staff | 2 | 10.00% | 29.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 23:25 | 21:37 | 21:37 | 25:12 | 25:12 | 25:12 | 03:35 | 02:39 |
 | Buckler | 1 | 5.00% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.00% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 00:00 | 00:00 |
 | Crimson Guard | 3 | 15.00% | 19.4 | 0.00% | -58.82% | 0.00% | 0.00% | 0.00% | 21:13 | 16:12 | 16:12 | 21:55 | 25:31 | 25:31 | 09:19 | 06:54 |
 | Helm of Iron Will | 3 | 15.00% | 16.1 | 0.00% | -58.82% | 0.00% | 0.00% | 0.00% | 18:58 | 15:49 | 15:49 | 18:30 | 22:36 | 22:36 | 06:47 | 05:01 |
 | Tranquil Boots | 1 | 5.00% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 5.00% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:00 | 58:00 | 58:00 | 58:00 | 58:00 | 58:00 | 00:00 | 00:00 |
 | Skull Basher | 1 | 5.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.00% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 00:00 | 00:00 |