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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 | |
 | Blink Dagger | 19 | 61.29% | 100.0 | 36.84% | +28.51% | -16.84% | +3.16% | 4.58% | 24:36 | 16:39 | 21:20 | 23:51 | 25:42 | 34:22 | 04:22 | 03:14 |
 | Wind Lace | 16 | 51.61% | 96.8 | 37.50% | +24.17% | -12.50% | +12.50% | 1.81% | 11:46 | -01:29 | 03:37 | 14:37 | 17:27 | 23:30 | 13:50 | 10:14 |
 | Aether Lens | 25 | 80.65% | 93.5 | 32.00% | +32.00% | +18.00% | +1.33% | -3.46% | 17:26 | 13:09 | 14:52 | 16:27 | 19:41 | 26:22 | 04:49 | 03:34 |
 | Magic Stick | 26 | 83.87% | 90.3 | 30.77% | +30.77% | -16.48% | +2.56% | 3.52% | 02:58 | -01:29 | 00:05 | 01:57 | 05:30 | 11:43 | 05:25 | 04:00 |
 | Void Stone | 26 | 83.87% | 87.1 | 30.77% | +30.77% | +12.09% | +2.56% | -1.56% | 16:28 | 10:26 | 12:42 | 15:17 | 18:48 | 28:59 | 06:06 | 04:31 |
 | Magic Wand | 18 | 58.06% | 83.9 | 33.33% | +17.95% | +6.67% | +16.67% | 1.40% | 11:10 | -01:29 | 06:58 | 07:53 | 14:07 | 31:33 | 07:09 | 05:17 |
 | Boots of Speed | 31 | 100.00% | 80.6 | 25.81% | +25.81% | +24.19% | -25.81% | -29.13% | 02:48 | -01:29 | 02:23 | 03:30 | 04:06 | 08:35 | 01:43 | 01:16 |
 | Arcane Boots | 26 | 83.87% | 77.4 | 26.92% | +6.92% | -12.63% | +6.41% | 6.84% | 09:58 | 07:13 | 08:28 | 09:41 | 11:15 | 16:17 | 02:47 | 02:03 |
 | Tranquil Boots | 11 | 35.48% | 74.2 | 36.36% | +16.36% | -3.03% | +30.31% | 7.02% | 17:09 | 08:43 | 13:11 | 16:46 | 17:56 | 31:41 | 04:45 | 03:31 |
 | Aeon Disk | 1 | 3.23% | 71.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:42 | 46:42 | 46:42 | 46:42 | 46:42 | 46:42 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 3.23% | 67.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 00:00 | 00:00 |
 | Bracer | 1 | 3.23% | 64.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 00:00 | 00:00 |
 | Ring of Health | 2 | 6.45% | 61.3 | 50.00% | +25.86% | -50.00% | 0.00% | 0.00% | 29:49 | 29:08 | 29:08 | 30:30 | 30:30 | 30:30 | 01:22 | 01:00 |
 | Glimmer Cape | 2 | 6.45% | 58.1 | 50.00% | +25.86% | +50.00% | 0.00% | 0.00% | 22:57 | 21:37 | 21:37 | 24:16 | 24:16 | 24:16 | 02:39 | 01:57 |
 | Ghost Scepter | 2 | 6.45% | 54.8 | 50.00% | +25.86% | +50.00% | 0.00% | 0.00% | 23:38 | 17:51 | 17:51 | 29:25 | 29:25 | 29:25 | 11:34 | 08:34 |
 | Force Staff | 5 | 16.13% | 51.6 | 20.00% | -6.92% | -20.00% | -20.00% | 0.00% | 27:53 | 17:04 | 17:04 | 30:11 | 31:26 | 31:36 | 14:22 | 10:38 |
 | Fluffy Hat | 10 | 32.26% | 48.4 | 10.00% | -23.33% | -10.00% | -10.00% | 0.00% | 23:52 | 09:02 | 17:54 | 28:35 | 31:04 | 31:36 | 13:10 | 09:45 |
 | Witch Blade | 1 | 3.23% | 45.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.23% | 41.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 3.23% | 38.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 6.45% | 35.5 | 0.00% | -27.59% | 0.00% | 0.00% | 0.00% | 34:39 | 29:00 | 29:00 | 40:17 | 40:17 | 40:17 | 11:17 | 08:21 |
 | Black King Bar | 1 | 3.23% | 32.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Aghanim's Scepter | 6 | 19.35% | 29.0 | 0.00% | -32.00% | 0.00% | 0.00% | 0.00% | 24:10 | 11:32 | 13:35 | 19:02 | 30:02 | 49:07 | 16:27 | 12:11 |
 | Chainmail | 1 | 3.23% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 3.23% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.23% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:04 | 01:04 | 01:04 | 01:04 | 01:04 | 01:04 | 00:00 | 00:00 |
 | Power Treads | 1 | 3.23% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 00:00 | 00:00 |
 | Bottle | 4 | 12.90% | 12.9 | 0.00% | -29.63% | 0.00% | 0.00% | 0.00% | 01:41 | 01:26 | 01:26 | 01:42 | 01:46 | 01:51 | 00:20 | 00:14 |
 | Ring of Protection | 1 | 3.23% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 00:00 | 00:00 |
 | Null Talisman | 5 | 16.13% | 6.5 | 0.00% | -30.77% | 0.00% | 0.00% | 0.00% | 03:55 | 02:34 | 02:34 | 03:28 | 03:29 | 06:59 | 00:55 | 00:40 |
 | Aghanim's Shard | 5 | 16.13% | 3.2 | 0.00% | -30.77% | 0.00% | 0.00% | 0.00% | 27:19 | 21:15 | 21:15 | 26:17 | 30:11 | 33:07 | 08:56 | 06:37 |