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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 | |
 | Aghanim's Shard | 10 | 90.91% | 100.0 | 80.00% | +80.00% | -13.33% | +20.00% | 7.43% | 25:15 | 20:07 | 23:25 | 24:06 | 27:54 | 31:48 | 04:29 | 03:19 |
 | Magic Stick | 11 | 100.00% | 96.8 | 72.73% | +72.73% | -6.06% | -6.06% | 0.00% | 03:03 | -01:29 | -01:29 | 01:30 | 05:53 | 11:17 | 07:22 | 05:27 |
 | Blink Dagger | 11 | 100.00% | 93.5 | 72.73% | +72.73% | -6.06% | -6.06% | 0.00% | 20:20 | 13:33 | 15:30 | 20:58 | 22:54 | 28:45 | 07:24 | 05:28 |
 | Boots of Speed | 11 | 100.00% | 90.3 | 72.73% | +72.73% | +27.27% | -6.06% | -12.05% | 07:38 | 03:21 | 05:47 | 08:02 | 08:33 | 12:11 | 02:46 | 02:02 |
 | Arcane Boots | 6 | 54.55% | 87.1 | 83.33% | +23.33% | +16.67% | +16.67% | 0.00% | 11:08 | 06:53 | 08:26 | 09:16 | 13:40 | 16:42 | 05:14 | 03:52 |
 | Void Stone | 6 | 54.55% | 83.9 | 83.33% | +23.33% | +16.67% | +16.67% | 0.00% | 23:57 | 14:57 | 15:41 | 17:12 | 33:07 | 34:19 | 17:26 | 12:54 |
 | Skull Basher | 3 | 27.27% | 80.6 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 33:58 | 25:37 | 25:37 | 32:49 | 43:29 | 43:29 | 17:52 | 13:14 |
 | Orb of Corrosion | 10 | 90.91% | 77.4 | 70.00% | -30.00% | +30.00% | +30.00% | 0.00% | 04:57 | 02:45 | 03:52 | 04:19 | 06:06 | 07:44 | 02:14 | 01:39 |
 | Orb of Venom | 10 | 90.91% | 74.2 | 70.00% | -30.00% | +30.00% | -20.00% | -50.00% | -00:01 | -01:29 | -01:29 | -01:29 | 00:33 | 05:23 | 02:02 | 01:30 |
 | Blight Stone | 10 | 90.91% | 71.0 | 70.00% | -30.00% | -3.33% | -20.00% | -7.64% | 03:09 | 01:42 | 01:52 | 02:18 | 04:03 | 06:08 | 02:11 | 01:37 |
 | Fluffy Hat | 10 | 90.91% | 67.7 | 70.00% | -30.00% | -3.33% | +30.00% | 14.39% | 03:40 | 01:34 | 02:29 | 02:43 | 04:48 | 07:03 | 02:19 | 01:42 |
 | Ring of Health | 5 | 45.45% | 64.5 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 31:25 | 15:41 | 15:41 | 33:06 | 33:28 | 46:24 | 17:47 | 13:10 |
 | Magic Wand | 9 | 81.82% | 61.3 | 66.67% | -33.33% | -66.67% | +33.33% | 15.83% | 07:05 | 02:19 | 04:14 | 05:57 | 10:33 | 12:14 | 06:19 | 04:40 |
 | Aeon Disk | 2 | 18.18% | 58.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 39:55 | 33:28 | 33:28 | 46:21 | 46:21 | 46:21 | 12:53 | 09:32 |
 | Eul's Scepter of Divinity | 2 | 18.18% | 54.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 17:56 | 15:18 | 15:18 | 20:33 | 20:33 | 20:33 | 05:15 | 03:53 |
 | Linken's Sphere | 2 | 18.18% | 51.6 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 36:47 | 34:52 | 34:52 | 38:42 | 38:42 | 38:42 | 03:50 | 02:50 |
 | Wind Lace | 2 | 18.18% | 48.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 14:43 | 10:31 | 10:31 | 18:55 | 18:55 | 18:55 | 08:24 | 06:13 |
 | Power Treads | 4 | 36.36% | 45.2 | 75.00% | +3.57% | +25.00% | -75.00% | -35.29% | 09:14 | 07:36 | 07:36 | 08:13 | 10:26 | 10:40 | 02:50 | 02:05 |
 | Lotus Orb | 4 | 36.36% | 41.9 | 75.00% | +3.57% | +25.00% | +25.00% | 0.00% | 31:05 | 16:09 | 16:09 | 28:32 | 33:15 | 46:25 | 17:06 | 12:40 |
 | Javelin | 3 | 27.27% | 38.7 | 66.67% | -8.33% | -66.67% | 0.00% | 0.00% | 26:55 | 12:55 | 12:55 | 14:26 | 53:25 | 53:25 | 40:30 | 30:00 |
 | Quelling Blade | 3 | 27.27% | 35.5 | 66.67% | -8.33% | +33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Maelstrom | 3 | 27.27% | 32.3 | 66.67% | -8.33% | -66.67% | 0.00% | 0.00% | 29:59 | 18:03 | 18:03 | 18:30 | 53:25 | 53:25 | 35:22 | 26:11 |
 | Bloodthorn | 1 | 9.09% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:08 | 46:08 | 46:08 | 46:08 | 46:08 | 46:08 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 9.09% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:12 | 1:01:12 | 1:01:12 | 1:01:12 | 1:01:12 | 1:01:12 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 9.09% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 9.09% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 00:00 | 00:00 |
 | Black King Bar | 1 | 9.09% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 9.09% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Wraith Band | 1 | 9.09% | 9.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:32 | 02:32 | 02:32 | 02:32 | 02:32 | 02:32 | 00:00 | 00:00 |
 | Bottle | 1 | 9.09% | 6.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 00:00 | 00:00 |
 | Sange | 2 | 18.18% | 3.2 | 50.00% | -27.78% | -50.00% | 0.00% | 0.00% | 33:46 | 33:02 | 33:02 | 34:30 | 34:30 | 34:30 | 01:28 | 01:05 |