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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 | |
 | Ring of Health | 12 | 40.00% | 100.0 | 83.33% | +66.66% | -50.00% | +16.67% | 6.26% | 30:34 | 20:16 | 23:58 | 26:59 | 34:37 | 48:56 | 10:39 | 07:53 |
 | Void Stone | 14 | 46.67% | 96.7 | 78.57% | +66.07% | -28.57% | +21.43% | 3.41% | 31:03 | 20:16 | 24:19 | 26:59 | 38:58 | 48:56 | 14:39 | 10:51 |
 | Refresher Orb | 11 | 36.67% | 93.3 | 81.82% | +60.77% | -15.15% | +18.18% | 8.16% | 34:50 | 27:15 | 31:17 | 34:05 | 35:22 | 48:56 | 04:05 | 03:01 |
 | Aghanim's Shard | 6 | 20.00% | 90.0 | 83.33% | +50.00% | -33.33% | +16.67% | 0.00% | 42:08 | 30:06 | 34:36 | 38:05 | 50:56 | 56:22 | 16:20 | 12:05 |
 | Aeon Disk | 8 | 26.67% | 86.7 | 75.00% | +43.18% | +25.00% | -25.00% | 0.00% | 37:07 | 31:00 | 32:59 | 35:29 | 40:09 | 43:39 | 07:10 | 05:18 |
 | Bracer | 7 | 23.33% | 83.3 | 71.43% | +36.65% | +28.57% | -21.43% | 0.00% | 00:59 | -01:29 | -01:28 | 01:47 | 02:08 | 02:56 | 03:36 | 02:40 |
 | Aghanim's Scepter | 25 | 83.33% | 80.0 | 48.00% | +28.00% | +18.67% | +2.00% | -2.51% | 23:38 | 16:41 | 20:11 | 22:42 | 26:50 | 36:59 | 06:39 | 04:55 |
 | Boots of Speed | 30 | 100.00% | 76.7 | 43.33% | +43.33% | -5.83% | -0.47% | 0.77% | 05:40 | -01:22 | 02:27 | 04:11 | 09:27 | 12:58 | 07:00 | 05:11 |
 | Tranquil Boots | 11 | 36.67% | 73.3 | 54.55% | +17.71% | +12.12% | +45.45% | 9.13% | 06:43 | 03:46 | 04:11 | 05:04 | 07:50 | 14:44 | 03:39 | 02:42 |
 | Ring of Protection | 29 | 96.67% | 70.0 | 41.38% | -58.62% | -12.81% | +1.48% | 3.93% | 02:20 | -01:30 | -01:29 | 03:01 | 05:07 | 07:45 | 06:36 | 04:53 |
 | Magic Stick | 27 | 90.00% | 66.7 | 40.74% | -25.93% | +2.12% | -12.17% | -2.55% | 03:49 | -01:29 | 00:46 | 03:30 | 06:22 | 12:40 | 05:36 | 04:08 |
 | Spirit Vessel | 12 | 40.00% | 63.3 | 50.00% | +11.11% | +16.67% | +16.67% | 0.00% | 15:13 | 09:45 | 11:22 | 13:07 | 15:58 | 25:53 | 04:36 | 03:24 |
 | Wind Lace | 12 | 40.00% | 60.0 | 50.00% | +11.11% | +16.67% | +50.00% | 10.00% | 05:43 | 02:53 | 03:25 | 04:22 | 06:45 | 13:29 | 03:20 | 02:28 |
 | Urn of Shadows | 22 | 73.33% | 56.7 | 40.91% | -9.09% | -7.58% | +19.09% | 9.09% | 06:29 | 02:26 | 05:14 | 06:09 | 08:10 | 09:30 | 02:56 | 02:10 |
 | Fluffy Hat | 2 | 6.67% | 53.3 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 22:09 | 13:55 | 13:55 | 30:22 | 30:22 | 30:22 | 16:27 | 12:11 |
 | Quelling Blade | 19 | 63.33% | 50.0 | 42.11% | -3.34% | -2.11% | +17.89% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 00:02 | 00:00 | 00:00 |
 | Soul Ring | 10 | 33.33% | 46.7 | 50.00% | +10.00% | -16.67% | -50.00% | -21.27% | 06:52 | 04:17 | 05:45 | 06:19 | 07:19 | 13:45 | 01:34 | 01:09 |
 | Arcane Boots | 10 | 33.33% | 43.3 | 50.00% | +10.00% | +50.00% | 0.00% | -2.74% | 20:00 | 07:35 | 10:22 | 12:27 | 28:35 | 39:57 | 18:13 | 13:29 |
 | Magic Wand | 17 | 56.67% | 40.0 | 41.18% | -4.97% | +8.82% | +33.82% | 4.17% | 07:45 | -01:29 | 04:35 | 07:11 | 10:35 | 14:22 | 06:00 | 04:26 |
 | Buckler | 3 | 10.00% | 36.7 | 66.67% | +25.93% | -66.67% | 0.00% | 0.00% | 30:53 | 14:27 | 14:27 | 36:25 | 41:46 | 41:46 | 27:19 | 20:14 |
 | Bottle | 1 | 3.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:23 | 01:23 | 01:23 | 01:23 | 01:23 | 01:23 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.33% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 00:00 | 00:00 |
 | Force Staff | 1 | 3.33% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.33% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.33% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 16.67% | 16.7 | 40.00% | -4.00% | -40.00% | +60.00% | 0.00% | 19:44 | 11:51 | 11:51 | 16:08 | 27:20 | 31:24 | 15:29 | 11:28 |
 | Ring of Basilius | 2 | 6.67% | 13.3 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 14:48 | 13:56 | 13:56 | 15:40 | 15:40 | 15:40 | 01:44 | 01:17 |
 | Vladmir's Offering | 1 | 3.33% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.33% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 00:00 | 00:00 |
 | Headdress | 1 | 3.33% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |