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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 | |
 | Fluffy Hat | 5 | 71.43% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 12:59 | 10:09 | 10:09 | 12:42 | 12:47 | 16:52 | 02:38 | 01:57 |
 | Force Staff | 5 | 71.43% | 97.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 20:10 | 13:36 | 13:36 | 20:43 | 25:50 | 26:02 | 12:14 | 09:03 |
 | Wind Lace | 5 | 71.43% | 94.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 05:47 | -01:29 | -01:29 | 07:16 | 07:43 | 09:41 | 09:12 | 06:48 |
 | Boots of Speed | 7 | 100.00% | 91.2 | 85.71% | +85.71% | +14.29% | +14.29% | 0.00% | 02:41 | -01:29 | -01:29 | 03:17 | 03:33 | 06:29 | 05:02 | 03:43 |
 | Null Talisman | 3 | 42.86% | 88.2 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 02:36 | 01:46 | 01:46 | 01:50 | 04:12 | 04:12 | 02:26 | 01:48 |
 | Octarine Core | 3 | 42.86% | 85.3 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 19:23 | 16:30 | 16:30 | 19:54 | 21:44 | 21:44 | 05:14 | 03:52 |
 | Magic Stick | 6 | 85.71% | 82.4 | 83.33% | -16.67% | +16.67% | +16.67% | 0.00% | 03:13 | -01:29 | -01:28 | -00:44 | 07:43 | 11:34 | 09:11 | 06:48 |
 | Magic Wand | 6 | 85.71% | 79.4 | 83.33% | -16.67% | -33.33% | +16.67% | 6.98% | 07:26 | -00:40 | 05:08 | 06:29 | 12:18 | 13:07 | 07:10 | 05:18 |
 | Aether Lens | 6 | 85.71% | 76.5 | 83.33% | -16.67% | +16.67% | +16.67% | 0.00% | 14:18 | 09:42 | 09:50 | 10:00 | 10:30 | 35:42 | 00:40 | 00:29 |
 | Void Stone | 6 | 85.71% | 73.5 | 83.33% | -16.67% | -33.33% | +16.67% | 42.86% | 13:26 | 08:37 | 08:42 | 09:25 | 09:52 | 34:18 | 01:10 | 00:51 |
 | Arcane Boots | 6 | 85.71% | 70.6 | 83.33% | -16.67% | +16.67% | +16.67% | 0.00% | 06:44 | 04:36 | 05:38 | 05:44 | 06:35 | 12:00 | 00:57 | 00:42 |
 | Dagon | 2 | 28.57% | 67.6 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 27:04 | 15:02 | 15:02 | 39:06 | 39:06 | 39:06 | 24:04 | 17:49 |
 | Blink Dagger | 3 | 42.86% | 64.7 | 66.67% | -33.33% | -66.67% | 0.00% | 2.92% | 25:08 | 14:00 | 14:00 | 24:35 | 36:50 | 36:50 | 22:50 | 16:54 |
 | Kaya | 1 | 14.29% | 61.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 14.29% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 00:00 | 00:00 |
 | Crown | 1 | 14.29% | 55.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 14.29% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 14.29% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 14.29% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 14.29% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:14 | 17:14 | 17:14 | 17:14 | 17:14 | 17:14 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 14.29% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 |
 | Sange | 1 | 14.29% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 00:00 | 00:00 |
 | Chainmail | 1 | 14.29% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 00:00 | 00:00 |
 | Headdress | 1 | 14.29% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 00:00 | 00:00 |
 | Buckler | 1 | 14.29% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 00:00 | 00:00 |
 | Mekansm | 1 | 14.29% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 14.29% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 14.29% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 14.29% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:36 | 11:36 | 11:36 | 11:36 | 11:36 | 11:36 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 28.57% | 14.7 | 50.00% | -50.00% | +50.00% | 0.00% | -2.33% | 47:08 | 36:25 | 36:25 | 57:51 | 57:51 | 57:51 | 21:26 | 15:52 |
 | Scythe of Vyse | 2 | 28.57% | 11.8 | 50.00% | -50.00% | -50.00% | 0.00% | 30.93% | 33:53 | 33:04 | 33:04 | 34:41 | 34:41 | 34:41 | 01:37 | 01:11 |
 | Bottle | 2 | 28.57% | 8.8 | 50.00% | -50.00% | -50.00% | 0.00% | 50.00% | 01:28 | 01:16 | 01:16 | 01:40 | 01:40 | 01:40 | 00:24 | 00:17 |
 | Boots of Travel 2 | 1 | 14.29% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:14 | 1:11:14 | 1:11:14 | 1:11:14 | 1:11:14 | 1:11:14 | 00:00 | 00:00 |
 | Black King Bar | 1 | 14.29% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 00:00 | 00:00 |