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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 | |
 | Wind Lace | 22 | 88.00% | 100.0 | 54.55% | +54.55% | +28.78% | +5.45% | -4.75% | 06:41 | 02:40 | 04:15 | 04:50 | 09:10 | 17:45 | 04:55 | 03:38 |
 | Octarine Core | 16 | 64.00% | 96.6 | 56.25% | +22.92% | +18.75% | -31.25% | -6.94% | 33:03 | 24:28 | 27:47 | 31:36 | 34:59 | 43:58 | 07:12 | 05:20 |
 | Blink Dagger | 21 | 84.00% | 93.1 | 52.38% | +27.38% | +7.62% | +7.62% | 0.00% | 23:06 | 15:29 | 20:52 | 23:43 | 24:58 | 29:30 | 04:06 | 03:02 |
 | Void Stone | 21 | 84.00% | 89.7 | 52.38% | +27.38% | +27.62% | -52.38% | -9.14% | 27:07 | 11:49 | 22:45 | 26:43 | 31:30 | 36:26 | 08:45 | 06:28 |
 | Boots of Speed | 25 | 100.00% | 86.2 | 48.00% | +48.00% | +2.00% | +2.00% | 0.00% | 03:21 | -01:29 | 02:55 | 03:23 | 04:13 | 06:14 | 01:18 | 00:57 |
 | Aether Lens | 17 | 68.00% | 82.8 | 52.94% | +15.44% | +22.06% | -27.94% | -4.09% | 29:04 | 21:29 | 23:00 | 28:13 | 35:14 | 39:07 | 12:14 | 09:03 |
 | Bottle | 20 | 80.00% | 79.3 | 50.00% | +10.00% | +10.00% | -10.00% | -20.00% | 01:29 | 01:10 | 01:16 | 01:24 | 01:40 | 02:02 | 00:24 | 00:17 |
 | Boots of Travel | 20 | 80.00% | 75.9 | 50.00% | +10.00% | +10.00% | -30.00% | -3.88% | 35:56 | 12:39 | 31:05 | 36:59 | 41:24 | 47:15 | 10:19 | 07:38 |
 | Black King Bar | 24 | 96.00% | 72.4 | 45.83% | -54.17% | +20.84% | +4.17% | -4.43% | 20:31 | 15:03 | 17:17 | 18:20 | 21:03 | 38:48 | 03:46 | 02:47 |
 | Magic Wand | 24 | 96.00% | 69.0 | 45.83% | -54.17% | +4.17% | -12.50% | -3.75% | 06:10 | -01:30 | 04:05 | 05:22 | 08:32 | 14:29 | 04:27 | 03:17 |
 | Magic Stick | 22 | 88.00% | 65.5 | 45.45% | -21.22% | +4.55% | -5.45% | -2.17% | 04:41 | -01:26 | 02:15 | 03:14 | 06:51 | 11:36 | 04:36 | 03:24 |
 | Ring of Health | 7 | 28.00% | 62.1 | 57.14% | +12.70% | -7.14% | -7.14% | 0.00% | 32:47 | 17:15 | 25:02 | 31:30 | 31:55 | 48:40 | 06:53 | 05:05 |
 | Refresher Orb | 5 | 20.00% | 58.6 | 60.00% | +15.00% | +40.00% | +40.00% | 0.00% | 41:32 | 35:17 | 35:17 | 41:52 | 45:04 | 49:24 | 09:47 | 07:14 |
 | Fluffy Hat | 13 | 52.00% | 55.2 | 38.46% | -19.87% | +28.21% | -5.13% | -3.49% | 29:40 | 14:46 | 25:23 | 29:36 | 34:57 | 38:19 | 09:34 | 07:05 |
 | Force Staff | 13 | 52.00% | 51.7 | 38.46% | -19.87% | -5.13% | -5.13% | 0.00% | 30:12 | 17:43 | 25:29 | 29:36 | 34:57 | 38:19 | 09:28 | 07:00 |
 | Chainmail | 3 | 12.00% | 48.3 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 31:15 | 21:23 | 21:23 | 33:19 | 39:02 | 39:02 | 17:39 | 13:04 |
 | Witch Blade | 3 | 12.00% | 44.8 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 31:40 | 21:23 | 21:23 | 34:35 | 39:03 | 39:03 | 17:40 | 13:05 |
 | Boots of Travel 2 | 4 | 16.00% | 41.4 | 50.00% | +2.38% | +50.00% | -50.00% | 0.00% | 47:36 | 41:28 | 41:28 | 45:51 | 47:36 | 55:29 | 06:08 | 04:32 |
 | Heaven's Halberd | 1 | 4.00% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Sange | 1 | 4.00% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:24 | 13:24 | 13:24 | 13:24 | 13:24 | 13:24 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 4.00% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:30 | 13:30 | 13:30 | 13:30 | 13:30 | 13:30 | 00:00 | 00:00 |
 | Null Talisman | 2 | 8.00% | 27.6 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 01:45 | 01:35 | 01:35 | 01:55 | 01:55 | 01:55 | 00:20 | 00:14 |
 | Drum of Endurance | 2 | 8.00% | 24.1 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 08:36 | 07:01 | 07:01 | 10:11 | 10:11 | 10:11 | 03:10 | 02:20 |
 | Quelling Blade | 2 | 8.00% | 20.7 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 16:35 | 13:08 | 13:08 | 20:02 | 20:02 | 20:02 | 06:54 | 05:06 |
 | Aghanim's Shard | 2 | 8.00% | 17.2 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 32:45 | 23:04 | 23:04 | 42:25 | 42:25 | 42:25 | 19:21 | 14:20 |
 | Cornucopia | 2 | 8.00% | 13.8 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 37:58 | 35:20 | 35:20 | 40:36 | 40:36 | 40:36 | 05:16 | 03:54 |
 | Tranquil Boots | 1 | 4.00% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:10 | 06:10 | 06:10 | 06:10 | 06:10 | 06:10 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 4.00% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:02 | 45:02 | 45:02 | 45:02 | 45:02 | 45:02 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |