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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 | 29 | 67.44% | 100.0 | 65.52% | +44.09% | -8.38% | -8.38% | 0.00% | 26:17 | 20:32 | 21:41 | 24:28 | 29:23 | 39:54 | 07:42 | 05:42 |
 | Magic Wand | 33 | 76.74% | 96.3 | 60.61% | +40.61% | -10.61% | +1.89% | 3.41% | 09:02 | 02:28 | 06:56 | 09:06 | 10:36 | 15:46 | 03:40 | 02:42 |
 | Aether Lens | 9 | 20.93% | 92.6 | 77.78% | +33.66% | +22.22% | +22.22% | 0.00% | 36:51 | 20:04 | 27:40 | 39:14 | 43:31 | 48:42 | 15:51 | 11:44 |
 | Void Stone | 30 | 69.77% | 88.9 | 60.00% | +29.23% | +15.00% | -2.86% | -3.27% | 16:19 | 10:39 | 14:08 | 16:15 | 19:36 | 24:22 | 05:28 | 04:02 |
 | Eul's Scepter of Divinity | 25 | 58.14% | 85.2 | 60.00% | +21.11% | +23.33% | -10.00% | -13.07% | 20:57 | 16:03 | 19:11 | 20:56 | 21:44 | 24:52 | 02:33 | 01:53 |
 | Magic Stick | 41 | 95.35% | 81.5 | 53.66% | +53.66% | -23.66% | +6.34% | 4.49% | 03:54 | -01:29 | 00:29 | 02:30 | 07:10 | 14:59 | 06:41 | 04:57 |
 | Tranquil Boots | 40 | 93.02% | 77.8 | 52.50% | +19.17% | -22.50% | -2.50% | 5.04% | 10:18 | 04:26 | 07:33 | 09:36 | 11:31 | 28:14 | 03:58 | 02:56 |
 | Boots of Speed | 43 | 100.00% | 74.1 | 51.16% | +51.16% | -5.71% | -5.71% | 0.00% | 05:35 | -01:29 | 04:03 | 05:29 | 07:19 | 09:50 | 03:16 | 02:25 |
 | Wind Lace | 41 | 95.35% | 70.4 | 51.22% | +1.22% | -31.22% | -1.22% | 8.65% | 07:39 | -01:29 | 06:24 | 07:46 | 09:52 | 21:10 | 03:28 | 02:34 |
 | Blink Dagger | 17 | 39.53% | 66.7 | 52.94% | +2.94% | +22.06% | -2.94% | -3.49% | 32:34 | 22:34 | 26:54 | 31:13 | 34:04 | 1:05:06 | 07:10 | 05:18 |
 | Glimmer Cape | 2 | 4.65% | 63.0 | 100.00% | +51.22% | 0.00% | 0.00% | 0.00% | 17:53 | 17:04 | 17:04 | 18:42 | 18:42 | 18:42 | 01:38 | 01:12 |
 | Spirit Vessel | 3 | 6.98% | 59.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 20:05 | 16:37 | 16:37 | 20:38 | 23:00 | 23:00 | 06:23 | 04:43 |
 | Urn of Shadows | 7 | 16.28% | 55.6 | 42.86% | -9.92% | +7.14% | -42.86% | -14.63% | 07:33 | 03:32 | 04:44 | 05:55 | 08:09 | 12:32 | 03:25 | 02:31 |
 | Ring of Protection | 7 | 16.28% | 51.9 | 42.86% | -9.92% | +7.14% | -42.86% | -20.55% | 06:05 | -01:29 | 04:02 | 05:16 | 06:28 | 12:08 | 02:26 | 01:48 |
 | Aeon Disk | 1 | 2.33% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.33% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.33% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:08 | 09:08 | 09:08 | 09:08 | 09:08 | 09:08 | 00:00 | 00:00 |
 | Null Talisman | 5 | 11.63% | 37.0 | 40.00% | -12.63% | +60.00% | +60.00% | 0.00% | 05:44 | 03:08 | 03:08 | 05:12 | 07:36 | 08:39 | 04:28 | 03:18 |
 | Fluffy Hat | 6 | 13.95% | 33.3 | 33.33% | -20.72% | +66.67% | -33.33% | -5.93% | 17:46 | 09:54 | 10:11 | 11:30 | 27:02 | 31:32 | 16:51 | 12:28 |
 | Quelling Blade | 2 | 4.65% | 29.6 | 50.00% | -1.22% | +50.00% | 0.00% | 0.00% | 04:17 | -01:29 | -01:29 | 10:03 | 10:03 | 10:03 | 11:32 | 08:32 |
 | Ring of Basilius | 2 | 4.65% | 25.9 | 0.00% | -53.66% | 0.00% | 0.00% | 0.00% | 01:04 | -01:29 | -01:29 | 03:36 | 03:36 | 03:36 | 05:05 | 03:45 |
 | Force Staff | 3 | 6.98% | 22.2 | 0.00% | -55.00% | 0.00% | 0.00% | 0.00% | 32:03 | 21:50 | 21:50 | 30:12 | 44:06 | 44:06 | 22:16 | 16:29 |
 | Veil of Discord | 1 | 2.33% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 00:00 | 00:00 |
 | Crown | 1 | 2.33% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:22 | 10:22 | 10:22 | 10:22 | 10:22 | 10:22 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.33% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:59 | 1:01:59 | 1:01:59 | 1:01:59 | 1:01:59 | 1:01:59 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.33% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:33 | 1:11:33 | 1:11:33 | 1:11:33 | 1:11:33 | 1:11:33 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.33% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 00:00 | 00:00 |