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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 | |
 | Abyssal Blade | 10 | 28.57% | 100.0 | 80.00% | +44.00% | +20.00% | -30.00% | 0.00% | 39:20 | 32:02 | 35:46 | 39:16 | 42:51 | 47:06 | 07:05 | 05:14 |
 | Vanguard | 11 | 31.43% | 96.9 | 72.73% | +35.23% | +27.27% | -39.40% | -9.59% | 40:11 | 31:31 | 35:36 | 39:29 | 42:33 | 50:30 | 06:57 | 05:08 |
 | Ring of Health | 11 | 31.43% | 93.8 | 72.73% | +35.23% | +27.27% | -39.40% | -9.59% | 40:09 | 31:31 | 35:36 | 39:29 | 42:33 | 50:30 | 06:57 | 05:08 |
 | Skull Basher | 19 | 54.29% | 90.6 | 63.16% | +31.91% | -3.16% | -3.16% | 0.00% | 33:15 | 22:36 | 28:20 | 33:40 | 35:46 | 47:10 | 07:26 | 05:30 |
 | Aghanim's Scepter | 22 | 62.86% | 87.5 | 59.09% | +28.32% | +7.58% | +20.91% | 1.12% | 24:36 | 16:20 | 18:21 | 23:10 | 30:15 | 37:34 | 11:54 | 08:48 |
 | Eye of Skadi | 17 | 48.57% | 84.4 | 58.82% | +19.93% | -8.82% | -8.82% | 0.00% | 31:08 | 24:43 | 26:42 | 30:01 | 34:10 | 40:48 | 07:28 | 05:31 |
 | Magic Stick | 29 | 82.86% | 81.3 | 51.72% | +18.39% | +19.71% | -8.86% | -16.97% | 02:26 | -01:29 | -01:29 | 00:56 | 03:10 | 14:22 | 04:39 | 03:26 |
 | Magic Wand | 34 | 97.14% | 78.1 | 50.00% | +50.00% | +5.56% | +12.50% | 0.80% | 06:15 | -01:29 | 02:20 | 04:09 | 10:59 | 18:47 | 08:39 | 06:24 |
 | Quelling Blade | 35 | 100.00% | 75.0 | 48.57% | +48.57% | +18.10% | +6.99% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 35 | 100.00% | 71.9 | 48.57% | +48.57% | -4.13% | +18.10% | 8.28% | 05:42 | 01:53 | 03:58 | 05:20 | 06:39 | 10:39 | 02:41 | 01:59 |
 | Yasha | 35 | 100.00% | 68.8 | 48.57% | +48.57% | -15.24% | +6.99% | 2.82% | 17:54 | 11:32 | 13:20 | 16:30 | 21:13 | 33:32 | 07:53 | 05:50 |
 | Power Treads | 35 | 100.00% | 65.6 | 48.57% | +48.57% | -4.13% | +29.21% | 14.60% | 07:56 | 04:38 | 06:18 | 07:45 | 08:35 | 12:47 | 02:17 | 01:41 |
 | Manta Style | 35 | 100.00% | 62.5 | 48.57% | +48.57% | +6.99% | -4.13% | -1.54% | 21:56 | 16:29 | 17:46 | 19:44 | 25:00 | 36:14 | 07:14 | 05:21 |
 | Blade Mail | 14 | 40.00% | 59.4 | 57.14% | +14.28% | +17.86% | -23.81% | -14.71% | 10:20 | 06:01 | 09:00 | 10:19 | 11:50 | 14:23 | 02:50 | 02:05 |
 | Chainmail | 14 | 40.00% | 56.3 | 57.14% | +14.28% | +17.86% | -57.14% | -17.37% | 07:25 | 01:53 | 05:25 | 07:27 | 09:44 | 10:46 | 04:19 | 03:11 |
 | Ring of Basilius | 14 | 40.00% | 53.1 | 50.00% | +2.38% | -25.00% | +16.67% | 16.03% | 07:48 | 04:17 | 06:26 | 07:27 | 09:02 | 12:26 | 02:36 | 01:55 |
 | Moon Shard | 4 | 11.43% | 50.0 | 75.00% | +29.84% | +25.00% | +25.00% | 0.00% | 32:31 | 28:07 | 28:07 | 29:27 | 30:44 | 41:44 | 02:37 | 01:56 |
 | Wraith Band | 18 | 51.43% | 46.9 | 38.89% | -19.93% | +1.11% | -13.89% | -15.00% | 03:26 | 01:23 | 02:03 | 02:16 | 02:42 | 14:55 | 00:39 | 00:28 |
 | Radiance | 6 | 17.14% | 43.8 | 50.00% | +1.72% | -50.00% | +50.00% | 0.00% | 21:35 | 17:55 | 18:27 | 18:53 | 22:09 | 31:16 | 03:42 | 02:44 |
 | Aghanim's Blessing | 3 | 8.57% | 40.6 | 66.67% | +19.79% | +33.33% | 0.00% | 0.00% | 45:49 | 41:30 | 41:30 | 47:47 | 48:11 | 48:11 | 06:41 | 04:57 |
 | Black King Bar | 8 | 22.86% | 37.5 | 37.50% | -14.35% | +12.50% | +12.50% | 0.00% | 32:19 | 29:07 | 31:06 | 32:06 | 32:59 | 35:01 | 01:53 | 01:23 |
 | Ring of Protection | 1 | 2.86% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.86% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:59 | 03:59 | 03:59 | 03:59 | 03:59 | 03:59 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 2.86% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:30 | 06:30 | 06:30 | 06:30 | 06:30 | 06:30 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.86% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 00:00 | 00:00 |
 | Diffusal Blade | 5 | 14.29% | 21.9 | 40.00% | -10.00% | +60.00% | -40.00% | 0.00% | 22:42 | 21:01 | 21:01 | 22:30 | 23:27 | 24:36 | 02:26 | 01:48 |
 | Helm of Iron Will | 2 | 5.71% | 18.8 | 50.00% | +1.52% | -50.00% | 0.00% | 0.00% | 42:02 | 36:28 | 36:28 | 47:36 | 47:36 | 47:36 | 11:08 | 08:14 |
 | Nullifier | 2 | 5.71% | 15.6 | 50.00% | +1.52% | -50.00% | 0.00% | 0.00% | 43:53 | 36:28 | 36:28 | 51:18 | 51:18 | 51:18 | 14:50 | 10:59 |
 | Butterfly | 4 | 11.43% | 12.5 | 25.00% | -26.61% | -25.00% | -25.00% | 0.00% | 36:59 | 32:33 | 32:33 | 33:28 | 40:50 | 41:05 | 08:17 | 06:08 |
 | Echo Sabre | 2 | 5.71% | 9.4 | 0.00% | -51.52% | 0.00% | 0.00% | 0.00% | 22:06 | 21:57 | 21:57 | 22:15 | 22:15 | 22:15 | 00:18 | 00:13 |
 | Heart of Tarrasque | 1 | 2.86% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.86% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |