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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 | |
 | Soul Ring | 8 | 88.89% | 100.0 | 50.00% | +50.00% | +50.00% | 0.00% | -50.00% | 08:47 | 07:22 | 08:17 | 08:43 | 09:04 | 09:55 | 00:47 | 00:34 |
 | Hood of Defiance | 8 | 88.89% | 96.8 | 50.00% | +50.00% | 0.00% | -50.00% | -8.24% | 15:14 | 11:51 | 12:13 | 13:18 | 18:17 | 20:12 | 06:04 | 04:29 |
 | Pipe of Insight | 8 | 88.89% | 93.5 | 50.00% | +50.00% | 0.00% | -50.00% | -10.03% | 19:04 | 16:00 | 16:01 | 17:27 | 21:00 | 25:32 | 04:59 | 03:41 |
 | Ring of Health | 8 | 88.89% | 90.3 | 50.00% | +50.00% | 0.00% | -50.00% | -8.45% | 15:04 | 11:21 | 12:09 | 13:15 | 18:04 | 20:05 | 05:55 | 04:22 |
 | Arcane Boots | 9 | 100.00% | 87.1 | 44.44% | +44.44% | +55.56% | +5.56% | -33.33% | 06:30 | 05:29 | 05:30 | 06:49 | 07:00 | 07:23 | 01:30 | 01:06 |
 | Headdress | 9 | 100.00% | 83.9 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 10:51 | 08:52 | 09:08 | 09:51 | 12:24 | 13:30 | 03:16 | 02:25 |
 | Buckler | 9 | 100.00% | 80.6 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 17:52 | 13:21 | 14:00 | 20:20 | 20:34 | 21:36 | 06:34 | 04:51 |
 | Mekansm | 9 | 100.00% | 77.4 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 14:36 | 09:39 | 10:15 | 12:50 | 18:31 | 19:47 | 08:16 | 06:07 |
 | Chainmail | 9 | 100.00% | 74.2 | 44.44% | +44.44% | -44.44% | +5.56% | 5.69% | 13:19 | 08:31 | 09:08 | 09:52 | 17:55 | 19:47 | 08:47 | 06:30 |
 | Boots of Speed | 9 | 100.00% | 71.0 | 44.44% | +44.44% | +55.56% | +5.56% | -35.29% | 04:01 | 01:57 | 03:17 | 04:00 | 04:42 | 05:32 | 01:25 | 01:02 |
 | Ring of Protection | 9 | 100.00% | 67.7 | 44.44% | +44.44% | +55.56% | -44.44% | -47.24% | 08:23 | 06:20 | 06:36 | 07:21 | 08:43 | 13:59 | 02:07 | 01:34 |
 | Guardian Greaves | 9 | 100.00% | 64.5 | 44.44% | +44.44% | -44.44% | -44.44% | 0.00% | 19:00 | 14:45 | 15:03 | 20:48 | 21:57 | 23:02 | 06:54 | 05:06 |
 | Wraith Band | 9 | 100.00% | 61.3 | 44.44% | +44.44% | +5.56% | +55.56% | 50.00% | 00:14 | -01:29 | -01:29 | -01:27 | 02:14 | 03:31 | 03:43 | 02:45 |
 | Void Stone | 6 | 66.67% | 58.1 | 50.00% | +16.67% | 0.00% | -50.00% | -4.67% | 29:50 | 23:07 | 24:50 | 27:48 | 35:33 | 36:27 | 10:43 | 07:56 |
 | Magic Wand | 3 | 33.33% | 54.8 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 07:02 | 02:44 | 02:44 | 06:59 | 11:24 | 11:24 | 08:40 | 06:25 |
 | Lotus Orb | 3 | 33.33% | 51.6 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 30:16 | 26:32 | 26:32 | 27:48 | 36:27 | 36:27 | 09:55 | 07:20 |
 | Magic Stick | 4 | 44.44% | 48.4 | 50.00% | +10.00% | +50.00% | +50.00% | 0.00% | 03:00 | -01:29 | -01:29 | 00:47 | 01:57 | 10:43 | 03:26 | 02:32 |
 | Heaven's Halberd | 1 | 11.11% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 11.11% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:09 | 01:09 | 01:09 | 01:09 | 01:09 | 01:09 | 00:00 | 00:00 |
 | Force Staff | 1 | 11.11% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 00:00 | 00:00 |
 | Sange | 1 | 11.11% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 11.11% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:01 | 30:01 | 30:01 | 30:01 | 30:01 | 30:01 | 00:00 | 00:00 |
 | Quelling Blade | 6 | 66.67% | 29.0 | 33.33% | -33.34% | +16.67% | -33.33% | -50.00% | -00:39 | -01:29 | -01:29 | -01:29 | 00:11 | 00:11 | 01:40 | 01:14 |
 | Wind Lace | 3 | 33.33% | 25.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 04:42 | 04:07 | 04:07 | 04:19 | 05:39 | 05:39 | 01:32 | 01:08 |
 | Black King Bar | 2 | 22.22% | 22.6 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 28:09 | 24:26 | 24:26 | 31:52 | 31:52 | 31:52 | 07:26 | 05:30 |
 | Aghanim's Scepter | 1 | 11.11% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 22.22% | 16.1 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 48:24 | 43:39 | 43:39 | 53:09 | 53:09 | 53:09 | 09:30 | 07:02 |
 | Nullifier | 2 | 22.22% | 12.9 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 49:09 | 43:56 | 43:56 | 54:22 | 54:22 | 54:22 | 10:26 | 07:43 |
 | Scythe of Vyse | 2 | 22.22% | 9.7 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 34:25 | 33:17 | 33:17 | 35:33 | 35:33 | 35:33 | 02:16 | 01:40 |
 | Aether Lens | 2 | 22.22% | 6.5 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 46:46 | 35:53 | 35:53 | 57:39 | 57:39 | 57:39 | 21:46 | 16:07 |
 | Octarine Core | 2 | 22.22% | 3.2 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 49:46 | 41:53 | 41:53 | 57:39 | 57:39 | 57:39 | 15:46 | 11:40 |