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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 | |
 | Blink Dagger | 6 | 17.65% | 100.0 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 24:50 | 11:29 | 20:54 | 21:46 | 32:23 | 33:47 | 11:29 | 08:30 |
 | Quelling Blade | 30 | 88.24% | 96.6 | 56.67% | +56.67% | -19.17% | +14.76% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Soul Ring | 18 | 52.94% | 93.1 | 61.11% | +23.61% | -1.11% | -36.11% | -12.14% | 07:09 | 02:25 | 05:49 | 06:52 | 08:42 | 11:08 | 02:53 | 02:08 |
 | Aghanim's Scepter | 32 | 94.12% | 89.7 | 53.13% | +53.13% | +21.87% | -15.63% | -5.53% | 21:49 | 15:48 | 17:51 | 19:45 | 24:38 | 39:05 | 06:47 | 05:01 |
 | Magic Stick | 30 | 88.24% | 86.2 | 53.33% | +28.33% | +9.17% | -10.47% | -6.01% | 01:58 | -01:29 | -01:28 | 01:40 | 04:44 | 07:13 | 06:12 | 04:35 |
 | Boots of Speed | 34 | 100.00% | 82.8 | 50.00% | +50.00% | -5.56% | -12.50% | -2.93% | 05:19 | -01:26 | 03:31 | 04:57 | 05:53 | 20:24 | 02:22 | 01:45 |
 | Ring of Protection | 30 | 88.24% | 79.3 | 50.00% | 0.00% | -25.00% | -7.14% | 4.24% | 03:45 | -01:29 | -01:21 | 03:25 | 05:34 | 23:05 | 06:55 | 05:07 |
 | Bracer | 18 | 52.94% | 75.9 | 55.56% | +11.81% | +4.44% | +19.44% | 15.00% | 02:09 | -01:29 | 01:50 | 02:01 | 02:25 | 04:44 | 00:35 | 00:25 |
 | Void Stone | 18 | 52.94% | 72.4 | 55.56% | +11.81% | +4.44% | -5.56% | -1.15% | 29:06 | 19:35 | 23:33 | 28:32 | 32:16 | 41:37 | 08:43 | 06:27 |
 | Ring of Health | 18 | 52.94% | 69.0 | 55.56% | +11.81% | +4.44% | -5.56% | -1.32% | 28:26 | 03:10 | 24:43 | 28:32 | 32:16 | 41:37 | 07:33 | 05:35 |
 | Aeon Disk | 9 | 26.47% | 65.5 | 66.67% | +22.67% | -16.67% | -16.67% | 0.00% | 29:01 | 15:13 | 16:35 | 31:22 | 33:56 | 50:28 | 17:21 | 12:51 |
 | Arcane Boots | 5 | 14.71% | 62.1 | 80.00% | +35.17% | +20.00% | -80.00% | 0.00% | 24:00 | 05:41 | 05:41 | 25:22 | 32:50 | 49:59 | 27:09 | 20:06 |
 | Magic Wand | 22 | 64.71% | 58.6 | 45.45% | -12.88% | +21.22% | -25.45% | -7.89% | 07:29 | 01:48 | 03:30 | 06:54 | 09:25 | 19:21 | 05:55 | 04:22 |
 | Wind Lace | 21 | 61.76% | 55.2 | 42.86% | -18.68% | +17.14% | -22.86% | -8.76% | 07:25 | 03:00 | 04:28 | 06:17 | 09:02 | 17:25 | 04:34 | 03:22 |
 | Tranquil Boots | 18 | 52.94% | 51.7 | 44.44% | -11.81% | +15.56% | -44.44% | -15.58% | 07:04 | 03:25 | 05:00 | 06:01 | 08:51 | 13:13 | 03:51 | 02:51 |
 | Refresher Orb | 12 | 35.29% | 48.3 | 50.00% | 0.00% | +16.67% | -16.67% | -6.25% | 32:56 | 22:38 | 29:26 | 32:52 | 34:46 | 42:12 | 05:20 | 03:57 |
 | Urn of Shadows | 16 | 47.06% | 44.8 | 43.75% | -11.81% | +6.25% | -18.75% | -18.52% | 05:16 | 02:29 | 03:56 | 04:36 | 05:17 | 08:48 | 01:21 | 01:00 |
 | Spirit Vessel | 8 | 23.53% | 41.4 | 50.00% | 0.00% | 0.00% | -50.00% | 0.00% | 13:42 | 10:36 | 10:49 | 13:21 | 15:14 | 18:09 | 04:25 | 03:16 |
 | Phase Boots | 3 | 8.82% | 37.9 | 66.67% | +18.28% | +33.33% | 0.00% | 0.00% | 08:46 | 08:21 | 08:21 | 08:30 | 09:26 | 09:26 | 01:05 | 00:48 |
 | Chainmail | 3 | 8.82% | 34.5 | 66.67% | +18.28% | -66.67% | 0.00% | 0.00% | 07:57 | 07:34 | 07:34 | 07:37 | 08:41 | 08:41 | 01:07 | 00:49 |
 | Fluffy Hat | 1 | 2.94% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:25 | 04:25 | 04:25 | 04:25 | 04:25 | 04:25 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.94% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 19:42 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.94% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 00:00 | 00:00 |
 | Aghanim's Shard | 6 | 17.65% | 20.7 | 33.33% | -20.24% | +66.67% | -33.33% | 0.00% | 30:23 | 18:28 | 23:18 | 25:36 | 39:06 | 40:21 | 15:48 | 11:42 |
 | Buckler | 2 | 5.88% | 17.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 36:05 | 12:03 | 12:03 | 60:06 | 60:06 | 60:06 | 48:03 | 35:35 |
 | Vladmir's Offering | 2 | 5.88% | 13.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 37:53 | 15:39 | 15:39 | 60:06 | 60:06 | 60:06 | 44:27 | 32:55 |
 | Morbid Mask | 2 | 5.88% | 10.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 36:05 | 12:04 | 12:04 | 60:06 | 60:06 | 60:06 | 48:02 | 35:34 |
 | Ring of Basilius | 3 | 8.82% | 6.9 | 33.33% | -18.28% | +66.67% | 0.00% | 0.00% | 28:29 | 12:04 | 12:04 | 13:17 | 60:06 | 60:06 | 48:02 | 35:34 |
 | Radiance | 1 | 2.94% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 00:00 | 00:00 |