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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 | |
 | Boots of Speed | 5 | 100.00% | 100.0 | 40.00% | +40.00% | +60.00% | +60.00% | 0.00% | 04:50 | 03:42 | 03:42 | 04:47 | 05:06 | 06:04 | 01:24 | 01:02 |
 | Magic Stick | 5 | 100.00% | 96.3 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 05:07 | -01:29 | -01:29 | 05:42 | 06:59 | 11:57 | 08:28 | 06:16 |
 | Magic Wand | 5 | 100.00% | 92.6 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 09:26 | 07:25 | 07:25 | 09:20 | 09:23 | 11:57 | 01:58 | 01:27 |
 | Rod of Atos | 1 | 20.00% | 88.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 20.00% | 85.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 20.00% | 81.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Crown | 1 | 20.00% | 77.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 40.00% | 74.1 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 00:42 | -01:29 | -01:29 | 02:52 | 02:52 | 02:52 | 04:21 | 03:13 |
 | Ring of Health | 2 | 40.00% | 70.4 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 33:52 | 30:37 | 30:37 | 37:06 | 37:06 | 37:06 | 06:29 | 04:48 |
 | Void Stone | 2 | 40.00% | 66.7 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 33:52 | 30:38 | 30:38 | 37:06 | 37:06 | 37:06 | 06:28 | 04:47 |
 | Tranquil Boots | 2 | 40.00% | 63.0 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 16:09 | 12:50 | 12:50 | 19:27 | 19:27 | 19:27 | 06:37 | 04:54 |
 | Urn of Shadows | 2 | 40.00% | 59.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 03:04 | 02:06 | 02:06 | 04:02 | 04:02 | 04:02 | 01:56 | 01:25 |
 | Wind Lace | 3 | 60.00% | 55.6 | 33.33% | -16.67% | -33.33% | 0.00% | 3.47% | 13:23 | 09:11 | 09:11 | 12:12 | 18:47 | 18:47 | 09:36 | 07:06 |
 | Black King Bar | 3 | 60.00% | 51.9 | 33.33% | -16.67% | -33.33% | 0.00% | 3.99% | 24:07 | 18:38 | 18:38 | 26:43 | 26:59 | 26:59 | 08:21 | 06:11 |
 | Power Treads | 3 | 60.00% | 48.1 | 33.33% | -16.67% | -33.33% | 0.00% | 10.69% | 07:46 | 06:26 | 06:26 | 07:18 | 09:33 | 09:33 | 03:07 | 02:18 |
 | Force Staff | 4 | 80.00% | 44.4 | 25.00% | -75.00% | +75.00% | -25.00% | -6.65% | 33:50 | 25:08 | 25:08 | 29:25 | 40:10 | 40:37 | 15:02 | 11:08 |
 | Fluffy Hat | 4 | 80.00% | 40.7 | 25.00% | -75.00% | +75.00% | -25.00% | -2.68% | 24:11 | 00:17 | 00:17 | 18:42 | 37:36 | 40:08 | 37:19 | 27:38 |
 | Dragon Lance | 2 | 40.00% | 37.0 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 13:17 | 10:01 | 10:01 | 16:32 | 16:32 | 16:32 | 06:31 | 04:49 |
 | Hurricane Pike | 2 | 40.00% | 33.3 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 40:27 | 40:16 | 40:16 | 40:37 | 40:37 | 40:37 | 00:21 | 00:15 |
 | Javelin | 1 | 20.00% | 29.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 00:00 | 00:00 |
 | Maelstrom | 1 | 20.00% | 25.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 00:00 | 00:00 |
 | Mjollnir | 1 | 20.00% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 20.00% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 00:00 | 00:00 |
 | Null Talisman | 1 | 20.00% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:01 | 05:01 | 05:01 | 05:01 | 05:01 | 05:01 | 00:00 | 00:00 |
 | Wraith Band | 1 | 20.00% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 00:00 | 00:00 |
 | Bottle | 1 | 20.00% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:21 | 01:21 | 01:21 | 01:21 | 01:21 | 01:21 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 40.00% | 3.7 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 29:09 | 15:00 | 15:00 | 43:17 | 43:17 | 43:17 | 28:17 | 20:57 |