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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 | |
 | Tranquil Boots | 32 | 42.67% | 100.0 | 65.63% | +19.12% | -3.13% | -15.63% | -0.96% | 20:00 | 08:29 | 13:09 | 17:55 | 26:08 | 37:54 | 12:59 | 09:37 |
 | Aghanim's Scepter | 18 | 24.00% | 96.0 | 72.22% | +23.10% | -12.22% | +2.78% | 2.03% | 33:38 | 22:44 | 29:29 | 31:32 | 36:52 | 53:38 | 07:23 | 05:28 |
 | Blink Dagger | 36 | 48.00% | 92.0 | 63.89% | +17.74% | -8.33% | -8.33% | 0.00% | 29:34 | 17:29 | 23:21 | 27:25 | 33:37 | 54:05 | 10:16 | 07:36 |
 | Void Stone | 47 | 62.67% | 88.0 | 59.57% | +13.14% | +7.10% | +7.10% | 0.00% | 21:31 | 12:08 | 16:57 | 19:06 | 24:12 | 49:22 | 07:15 | 05:22 |
 | Aether Lens | 44 | 58.67% | 84.0 | 59.09% | +10.70% | +22.73% | +4.55% | -2.47% | 21:36 | 12:45 | 17:04 | 19:21 | 24:25 | 37:50 | 07:21 | 05:26 |
 | Boots of Speed | 75 | 100.00% | 80.0 | 54.67% | +54.67% | +3.22% | +19.01% | 3.80% | 05:26 | -01:29 | 04:08 | 06:10 | 08:17 | 13:55 | 04:09 | 03:04 |
 | Magic Stick | 64 | 85.33% | 76.0 | 54.69% | +0.14% | -4.69% | +7.81% | 1.61% | 04:41 | -01:29 | -01:29 | 03:31 | 09:16 | 29:24 | 10:45 | 07:57 |
 | Arcane Boots | 51 | 68.00% | 72.0 | 54.90% | +0.73% | -1.05% | +29.72% | 4.95% | 14:21 | 05:22 | 09:44 | 11:52 | 15:57 | 56:39 | 06:13 | 04:36 |
 | Wind Lace | 41 | 54.67% | 68.0 | 56.10% | +3.16% | +3.90% | +13.90% | 0.86% | 12:51 | -01:29 | 06:13 | 11:13 | 17:54 | 32:37 | 11:41 | 08:39 |
 | Aghanim's Shard | 26 | 34.67% | 64.0 | 57.69% | +4.63% | +13.74% | +8.98% | -0.53% | 24:46 | 15:24 | 18:28 | 23:59 | 27:29 | 40:54 | 09:01 | 06:40 |
 | Aeon Disk | 6 | 8.00% | 60.0 | 83.33% | +31.16% | +16.67% | +16.67% | 0.00% | 43:51 | 33:39 | 39:52 | 40:07 | 45:14 | 60:17 | 05:22 | 03:58 |
 | Magic Wand | 47 | 62.67% | 56.0 | 51.06% | -9.65% | -1.06% | +7.27% | 1.86% | 12:00 | -01:29 | 08:46 | 11:12 | 13:14 | 33:15 | 04:28 | 03:18 |
 | Glimmer Cape | 12 | 16.00% | 52.0 | 66.67% | +14.29% | -33.34% | +33.33% | 0.00% | 22:41 | 17:38 | 19:10 | 21:24 | 24:39 | 32:00 | 05:29 | 04:03 |
 | Fluffy Hat | 20 | 26.67% | 48.0 | 55.00% | +0.45% | +5.00% | -15.00% | -2.18% | 18:43 | 07:19 | 11:37 | 15:38 | 20:48 | 44:55 | 09:11 | 06:48 |
 | Octarine Core | 3 | 4.00% | 44.0 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 36:37 | 34:56 | 34:56 | 35:15 | 39:39 | 39:39 | 04:43 | 03:29 |
 | Ring of Basilius | 6 | 8.00% | 40.0 | 66.67% | +13.05% | -16.67% | +33.33% | 0.00% | 05:31 | 03:41 | 04:02 | 04:06 | 07:54 | 08:19 | 03:52 | 02:51 |
 | Quelling Blade | 5 | 6.67% | 36.0 | 60.00% | +5.71% | +40.00% | -60.00% | 0.00% | 10:31 | 01:33 | 01:33 | 10:15 | 12:33 | 19:57 | 11:00 | 08:08 |
 | Force Staff | 6 | 8.00% | 32.0 | 50.00% | -5.07% | +50.00% | -50.00% | 0.00% | 34:07 | 19:50 | 23:24 | 34:15 | 43:39 | 44:55 | 20:15 | 15:00 |
 | Null Talisman | 3 | 4.00% | 28.0 | 66.67% | +12.50% | +33.33% | 0.00% | 0.00% | 04:00 | 03:28 | 03:28 | 03:51 | 04:41 | 04:41 | 01:13 | 00:54 |
 | Scythe of Vyse | 1 | 1.33% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 00:00 | 00:00 |
 | Ghost Scepter | 5 | 6.67% | 20.0 | 40.00% | -15.71% | -40.00% | -40.00% | 0.00% | 31:09 | 17:43 | 17:43 | 28:03 | 32:17 | 54:50 | 14:34 | 10:47 |
 | Black King Bar | 2 | 2.67% | 16.0 | 50.00% | -4.79% | +50.00% | 0.00% | 0.00% | 39:09 | 27:50 | 27:50 | 50:27 | 50:27 | 50:27 | 22:37 | 16:45 |
 | Bracer | 2 | 2.67% | 12.0 | 50.00% | -4.79% | +50.00% | 0.00% | 0.00% | 14:27 | 13:15 | 13:15 | 15:38 | 15:38 | 15:38 | 02:23 | 01:45 |
 | Urn of Shadows | 1 | 1.33% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 2.67% | 4.0 | 0.00% | -56.16% | 0.00% | 0.00% | 0.00% | 19:36 | -01:26 | -01:26 | 40:38 | 40:38 | 40:38 | 42:04 | 31:09 |