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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 | |
 | Force Staff | 8 | 18.60% | 100.0 | 87.50% | +30.36% | +12.50% | -37.50% | -9.09% | 26:17 | 17:00 | 19:46 | 22:50 | 25:16 | 40:56 | 05:30 | 04:04 |
 | Boots of Speed | 43 | 100.00% | 95.8 | 62.79% | +62.79% | -8.24% | -17.34% | -2.73% | 07:28 | -01:17 | 06:08 | 07:27 | 09:28 | 16:23 | 03:20 | 02:28 |
 | Blink Dagger | 15 | 34.88% | 91.7 | 73.33% | +16.19% | +1.67% | -23.33% | -1.87% | 40:22 | 21:43 | 35:09 | 40:44 | 48:31 | 55:11 | 13:22 | 09:54 |
 | Fluffy Hat | 17 | 39.53% | 87.5 | 70.59% | +12.90% | +29.41% | -20.59% | -4.98% | 16:02 | -01:29 | 09:18 | 14:55 | 19:21 | 37:55 | 10:03 | 07:26 |
 | Aghanim's Scepter | 19 | 44.19% | 83.3 | 68.42% | +10.09% | +31.58% | -8.42% | -4.98% | 34:34 | 27:13 | 29:46 | 32:53 | 37:48 | 43:29 | 08:02 | 05:57 |
 | Magic Stick | 34 | 79.07% | 79.2 | 61.76% | -4.91% | -6.20% | +25.74% | 4.52% | 04:56 | -01:29 | -01:28 | 04:21 | 08:32 | 16:17 | 10:00 | 07:24 |
 | Wind Lace | 35 | 81.40% | 75.0 | 60.00% | -15.00% | +6.67% | -4.44% | -2.17% | 09:49 | -01:29 | 06:44 | 09:55 | 11:51 | 28:37 | 05:07 | 03:47 |
 | Magic Wand | 20 | 46.51% | 70.8 | 65.00% | +4.13% | +15.00% | -5.00% | -4.33% | 12:48 | 07:09 | 10:17 | 12:50 | 14:54 | 17:09 | 04:37 | 03:25 |
 | Tranquil Boots | 26 | 60.47% | 66.7 | 61.54% | -3.17% | +24.17% | -11.54% | -9.44% | 12:17 | 07:56 | 09:44 | 11:37 | 13:31 | 28:37 | 03:47 | 02:48 |
 | Arcane Boots | 11 | 25.58% | 62.5 | 72.73% | +13.35% | -6.06% | -6.06% | 0.00% | 16:58 | 11:16 | 12:43 | 13:37 | 15:43 | 34:48 | 03:00 | 02:13 |
 | Glimmer Cape | 11 | 25.58% | 58.3 | 72.73% | +13.35% | -6.06% | +27.27% | 6.51% | 25:00 | 19:02 | 20:49 | 24:52 | 25:56 | 37:21 | 05:07 | 03:47 |
 | Void Stone | 3 | 6.98% | 54.2 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 37:22 | 25:01 | 25:01 | 40:46 | 46:18 | 46:18 | 21:17 | 15:45 |
 | Ghost Scepter | 5 | 11.63% | 50.0 | 80.00% | +19.47% | +20.00% | -80.00% | 0.00% | 38:00 | 32:00 | 32:00 | 39:19 | 39:53 | 46:43 | 07:53 | 05:50 |
 | Aether Lens | 2 | 4.65% | 45.8 | 100.00% | +39.02% | 0.00% | 0.00% | 0.00% | 43:49 | 40:58 | 40:58 | 46:40 | 46:40 | 46:40 | 05:42 | 04:13 |
 | Aeon Disk | 2 | 4.65% | 41.7 | 100.00% | +39.02% | 0.00% | 0.00% | 0.00% | 43:32 | 39:16 | 39:16 | 47:48 | 47:48 | 47:48 | 08:32 | 06:19 |
 | Quelling Blade | 2 | 4.65% | 37.5 | 100.00% | +39.02% | 0.00% | 0.00% | 0.00% | 03:49 | -01:28 | -01:28 | 09:05 | 09:05 | 09:05 | 10:33 | 07:48 |
 | Ring of Basilius | 5 | 11.63% | 33.3 | 60.00% | -3.16% | +40.00% | -60.00% | 0.00% | 09:25 | 01:45 | 01:45 | 09:45 | 14:18 | 17:44 | 12:33 | 09:17 |
 | Aghanim's Shard | 1 | 2.33% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.33% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.33% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:50 | 26:50 | 26:50 | 26:50 | 26:50 | 26:50 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.33% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 2.33% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:21 | 20:21 | 20:21 | 20:21 | 20:21 | 20:21 | 00:00 | 00:00 |
 | Crown | 1 | 2.33% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.33% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 |