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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 | |
 | Scythe of Vyse | 5 | 21.74% | 100.0 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 37:23 | 34:29 | 34:29 | 35:57 | 37:07 | 44:01 | 02:38 | 01:57 |
 | Blight Stone | 6 | 26.09% | 97.0 | 66.67% | +43.14% | -16.67% | +33.33% | 0.00% | 21:43 | 06:13 | 09:26 | 26:19 | 30:39 | 31:12 | 21:13 | 15:42 |
 | Desolator | 4 | 17.39% | 93.9 | 75.00% | +48.68% | -75.00% | +25.00% | 0.00% | 29:55 | 27:40 | 27:40 | 30:09 | 30:39 | 31:12 | 02:59 | 02:12 |
 | Black King Bar | 18 | 78.26% | 90.9 | 44.44% | +44.44% | -4.44% | -19.44% | -3.78% | 22:48 | 18:27 | 20:31 | 22:52 | 24:29 | 29:06 | 03:58 | 02:56 |
 | Aghanim's Shard | 16 | 69.57% | 87.9 | 43.75% | +29.46% | +6.25% | -43.75% | -11.45% | 25:19 | 17:56 | 22:41 | 23:25 | 27:03 | 42:19 | 04:22 | 03:14 |
 | Void Stone | 13 | 56.52% | 84.8 | 46.15% | +26.15% | -12.82% | +20.52% | 1.27% | 26:25 | 05:06 | 09:42 | 32:51 | 35:55 | 44:01 | 26:13 | 19:25 |
 | Chainmail | 17 | 73.91% | 81.8 | 41.18% | +24.51% | +8.82% | +8.82% | 0.00% | 09:15 | 04:30 | 06:53 | 08:39 | 09:36 | 20:46 | 02:43 | 02:00 |
 | Phase Boots | 17 | 73.91% | 78.8 | 41.18% | +24.51% | +8.82% | +8.82% | 0.00% | 10:09 | 05:03 | 07:19 | 09:36 | 10:39 | 21:04 | 03:20 | 02:28 |
 | Blink Dagger | 21 | 91.30% | 75.8 | 38.10% | +38.10% | +21.90% | -38.10% | -15.86% | 14:45 | 09:32 | 11:44 | 13:59 | 15:31 | 27:00 | 03:47 | 02:48 |
 | Quelling Blade | 21 | 91.30% | 72.7 | 38.10% | +38.10% | +1.90% | -18.10% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -00:57 | 00:00 | 00:00 |
 | Magic Stick | 21 | 91.30% | 69.7 | 38.10% | +38.10% | +1.90% | -18.10% | -19.67% | 02:14 | -01:29 | -01:29 | 02:09 | 02:30 | 17:26 | 03:59 | 02:57 |
 | Magic Wand | 21 | 91.30% | 66.7 | 38.10% | +38.10% | +1.90% | +1.90% | 0.00% | 07:08 | -01:29 | 02:36 | 06:57 | 11:01 | 17:26 | 08:25 | 06:14 |
 | Boots of Speed | 23 | 100.00% | 63.6 | 34.78% | +34.78% | +15.22% | -1.45% | -8.70% | 05:18 | -01:29 | 04:16 | 05:15 | 06:11 | 11:12 | 01:55 | 01:25 |
 | Ring of Protection | 12 | 52.17% | 60.6 | 41.67% | +14.40% | -8.34% | -41.67% | -7.63% | 06:30 | 02:26 | 03:34 | 05:11 | 07:56 | 14:16 | 04:22 | 03:14 |
 | Bottle | 12 | 52.17% | 57.6 | 41.67% | +14.40% | +25.00% | -41.67% | -66.67% | 01:24 | 00:38 | 01:15 | 01:19 | 01:35 | 01:46 | 00:20 | 00:14 |
 | Soul Ring | 12 | 52.17% | 54.5 | 41.67% | +14.40% | -8.34% | -41.67% | -10.53% | 07:28 | 03:46 | 05:06 | 06:29 | 08:16 | 15:05 | 03:10 | 02:20 |
 | Cornucopia | 3 | 13.04% | 51.5 | 66.67% | +36.67% | +33.33% | 0.00% | 0.00% | 25:17 | 25:10 | 25:10 | 25:20 | 25:21 | 25:21 | 00:11 | 00:08 |
 | Refresher Orb | 7 | 30.43% | 48.5 | 42.86% | +11.61% | +7.14% | -42.86% | -15.46% | 32:52 | 29:55 | 30:36 | 32:23 | 33:50 | 36:31 | 03:14 | 02:23 |
 | Morbid Mask | 1 | 4.35% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 4.35% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 00:00 | 00:00 |
 | Ring of Health | 8 | 34.78% | 39.4 | 25.00% | -15.00% | +25.00% | -25.00% | -1.71% | 19:16 | 03:30 | 03:36 | 07:59 | 32:51 | 36:22 | 29:15 | 21:40 |
 | Assault Cuirass | 2 | 8.70% | 36.4 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 35:53 | 35:15 | 35:15 | 36:30 | 36:30 | 36:30 | 01:15 | 00:55 |
 | Buckler | 2 | 8.70% | 33.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 34:54 | 34:51 | 34:51 | 34:56 | 34:56 | 34:56 | 00:05 | 00:03 |
 | Wind Lace | 2 | 8.70% | 30.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 14:25 | 08:03 | 08:03 | 20:46 | 20:46 | 20:46 | 12:43 | 09:25 |
 | Meteor Hammer | 4 | 17.39% | 27.3 | 25.00% | -11.84% | +75.00% | -25.00% | 0.00% | 11:06 | 08:36 | 08:36 | 10:17 | 11:46 | 13:45 | 03:10 | 02:20 |
 | Crown | 4 | 17.39% | 24.2 | 25.00% | -11.84% | +75.00% | -25.00% | 0.00% | 09:18 | 06:49 | 06:49 | 09:07 | 10:12 | 11:05 | 03:23 | 02:30 |
 | Bracer | 6 | 26.09% | 21.2 | 16.67% | -24.51% | -16.67% | -16.67% | 0.00% | 03:53 | 01:34 | 02:56 | 03:44 | 04:50 | 05:33 | 01:54 | 01:24 |
 | Shadow Blade | 1 | 4.35% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 00:00 | 00:00 |
 | Wraith Band | 1 | 4.35% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 00:00 | 00:00 |
 | Arcane Boots | 4 | 17.39% | 12.1 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 08:16 | 06:19 | 06:19 | 08:13 | 08:54 | 09:37 | 02:35 | 01:54 |
 | Aether Lens | 1 | 4.35% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 4.35% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 4.35% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:32 | 11:32 | 11:32 | 11:32 | 11:32 | 11:32 | 00:00 | 00:00 |