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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 | |
 | Wraith Band | 5 | 62.50% | 100.0 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 02:31 | 01:13 | 01:13 | 01:44 | 03:37 | 04:41 | 02:24 | 01:46 |
 | Black King Bar | 6 | 75.00% | 97.1 | 66.67% | +66.67% | -16.67% | +33.33% | 8.50% | 21:04 | 16:47 | 18:34 | 19:36 | 24:27 | 24:33 | 05:53 | 04:21 |
 | Linken's Sphere | 2 | 25.00% | 94.3 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 34:59 | 25:59 | 25:59 | 43:59 | 43:59 | 43:59 | 18:00 | 13:20 |
 | Aghanim's Shard | 2 | 25.00% | 91.4 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 32:31 | 25:57 | 25:57 | 39:04 | 39:04 | 39:04 | 13:07 | 09:42 |
 | Ring of Health | 4 | 50.00% | 88.6 | 75.00% | +50.00% | -75.00% | +25.00% | 4.79% | 16:58 | 02:41 | 02:41 | 05:19 | 23:33 | 36:18 | 20:52 | 15:27 |
 | Void Stone | 4 | 50.00% | 85.7 | 75.00% | +50.00% | +25.00% | +25.00% | 0.00% | 26:19 | 08:23 | 08:23 | 25:58 | 34:38 | 36:18 | 26:15 | 19:26 |
 | Magic Stick | 7 | 87.50% | 82.9 | 57.14% | +57.14% | -57.14% | -7.14% | 11.36% | 05:29 | -01:29 | 03:14 | 03:49 | 07:38 | 13:59 | 04:24 | 03:15 |
 | Magic Wand | 7 | 87.50% | 80.0 | 57.14% | +57.14% | -7.14% | +42.86% | 14.08% | 08:13 | 04:07 | 05:04 | 08:24 | 08:37 | 14:21 | 03:33 | 02:37 |
 | Boots of Speed | 8 | 100.00% | 77.1 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 04:48 | 02:31 | 03:27 | 03:36 | 06:14 | 07:19 | 02:47 | 02:03 |
 | Fluffy Hat | 6 | 75.00% | 74.3 | 50.00% | 0.00% | -50.00% | +50.00% | 6.04% | 20:06 | 08:35 | 11:34 | 14:23 | 28:07 | 31:21 | 16:33 | 12:15 |
 | Hurricane Pike | 6 | 75.00% | 71.4 | 50.00% | 0.00% | -50.00% | +50.00% | 6.68% | 25:37 | 15:08 | 16:26 | 27:55 | 31:24 | 33:09 | 14:58 | 11:05 |
 | Force Staff | 6 | 75.00% | 68.6 | 50.00% | 0.00% | -50.00% | +50.00% | 6.68% | 25:11 | 14:59 | 16:26 | 27:20 | 31:24 | 32:05 | 14:58 | 11:05 |
 | Dragon Lance | 6 | 75.00% | 65.7 | 50.00% | 0.00% | -50.00% | +50.00% | 7.63% | 16:35 | 10:05 | 10:25 | 12:01 | 23:31 | 26:00 | 13:06 | 09:42 |
 | Wind Lace | 3 | 37.50% | 62.9 | 66.67% | +26.67% | +33.33% | 0.00% | -1.47% | 16:10 | 07:09 | 07:09 | 11:31 | 29:49 | 29:49 | 22:40 | 16:47 |
 | Power Treads | 5 | 62.50% | 60.0 | 40.00% | -26.67% | -40.00% | +60.00% | 57.69% | 07:00 | 05:21 | 05:21 | 07:00 | 07:05 | 09:07 | 01:44 | 01:17 |
 | Desolator | 1 | 12.50% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Crown | 1 | 12.50% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 00:00 | 00:00 |
 | Blight Stone | 1 | 12.50% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 12.50% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 12.50% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 12.50% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 12.50% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Chainmail | 1 | 12.50% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 00:00 | 00:00 |
 | Headdress | 1 | 12.50% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 00:00 | 00:00 |
 | Buckler | 1 | 12.50% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 00:00 | 00:00 |
 | Mekansm | 1 | 12.50% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:17 | 14:17 | 14:17 | 14:17 | 14:17 | 14:17 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 12.50% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:09 | 42:09 | 42:09 | 42:09 | 42:09 | 42:09 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 12.50% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 25.00% | 20.0 | 50.00% | 0.00% | -50.00% | 0.00% | 32.97% | 09:59 | 09:13 | 09:13 | 10:44 | 10:44 | 10:44 | 01:31 | 01:07 |
 | Bottle | 3 | 37.50% | 17.1 | 33.33% | -26.67% | -33.33% | 0.00% | 33.33% | 02:11 | 01:52 | 01:52 | 02:20 | 02:20 | 02:20 | 00:28 | 00:20 |
 | Vanguard | 1 | 12.50% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 00:00 | 00:00 |
 | Bloodstone | 1 | 12.50% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 12.50% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 12.50% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 18:32 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 12.50% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:28 | 09:28 | 09:28 | 09:28 | 09:28 | 09:28 | 00:00 | 00:00 |