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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 | |
 | Aether Lens | 28 | 87.50% | 100.0 | 85.71% | +60.71% | 0.00% | 0.00% | 0.00% | 24:50 | 16:17 | 18:50 | 22:16 | 26:47 | 43:25 | 07:57 | 05:53 |
 | Void Stone | 27 | 84.38% | 97.6 | 85.19% | +45.19% | +0.52% | +0.52% | 0.00% | 23:04 | 13:20 | 15:15 | 20:47 | 26:29 | 43:09 | 11:14 | 08:19 |
 | Arcane Boots | 21 | 65.63% | 95.2 | 85.71% | +22.07% | -25.71% | -5.71% | 4.00% | 13:47 | 09:30 | 11:01 | 11:54 | 16:01 | 20:52 | 05:00 | 03:42 |
 | Boots of Speed | 32 | 100.00% | 92.9 | 78.13% | +78.13% | -3.13% | -3.13% | 0.00% | 06:40 | 03:10 | 05:14 | 06:29 | 07:38 | 13:39 | 02:24 | 01:46 |
 | Psychic Headband | 10 | 31.25% | 90.5 | 90.00% | +17.27% | +10.00% | +10.00% | 0.00% | 31:36 | 29:00 | 30:00 | 32:00 | 33:00 | 33:00 | 03:00 | 02:13 |
 | Magic Stick | 29 | 90.63% | 88.1 | 75.86% | -24.14% | -4.43% | -4.43% | 0.00% | 02:54 | -01:29 | -01:29 | 01:06 | 05:29 | 18:47 | 06:58 | 05:09 |
 | Wind Lace | 19 | 59.38% | 85.7 | 78.95% | +2.03% | +1.05% | +1.05% | 0.00% | 09:10 | -01:29 | 05:02 | 07:51 | 12:18 | 26:52 | 07:16 | 05:22 |
 | Magic Wand | 20 | 62.50% | 83.3 | 75.00% | -8.33% | -15.00% | +5.00% | 3.44% | 10:45 | 05:14 | 06:59 | 10:17 | 12:48 | 22:25 | 05:49 | 04:18 |
 | Keen Optic | 10 | 31.25% | 81.0 | 80.00% | +2.73% | +20.00% | +20.00% | 0.00% | 13:30 | 10:00 | 11:00 | 11:00 | 13:00 | 23:00 | 02:00 | 01:28 |
 | Tranquil Boots | 15 | 46.88% | 78.6 | 73.33% | -9.02% | +26.67% | +1.67% | -5.02% | 16:14 | 09:27 | 10:40 | 13:16 | 15:39 | 35:13 | 04:59 | 03:41 |
 | Telescope | 7 | 21.88% | 76.2 | 85.71% | +9.71% | +14.29% | +14.29% | 0.00% | 39:51 | 38:00 | 38:00 | 40:00 | 40:00 | 43:00 | 02:00 | 01:28 |
 | Black King Bar | 4 | 12.50% | 73.8 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 38:34 | 31:08 | 31:08 | 33:49 | 41:50 | 47:28 | 10:42 | 07:55 |
 | Arcane Ring | 6 | 18.75% | 71.4 | 83.33% | +6.41% | +16.67% | -83.33% | -100.00% | 11:50 | 09:00 | 11:00 | 11:00 | 12:00 | 16:00 | 01:00 | 00:44 |
 | Broom Handle | 3 | 9.38% | 69.0 | 100.00% | +24.14% | 0.00% | 0.00% | 0.00% | 13:00 | 11:00 | 11:00 | 14:00 | 14:00 | 14:00 | 03:00 | 02:13 |
 | Tumbler's Toy | 3 | 9.38% | 66.7 | 100.00% | +24.14% | 0.00% | 0.00% | 0.00% | 11:20 | 09:00 | 09:00 | 12:00 | 13:00 | 13:00 | 04:00 | 02:57 |
 | Pupil's Gift | 3 | 9.38% | 64.3 | 100.00% | +24.14% | 0.00% | 0.00% | 0.00% | 22:40 | 20:00 | 20:00 | 24:00 | 24:00 | 24:00 | 04:00 | 02:57 |
 | Fluffy Hat | 11 | 34.38% | 61.9 | 63.64% | -22.07% | +3.03% | +3.03% | 0.00% | 18:52 | -01:29 | 13:03 | 17:01 | 21:55 | 40:26 | 08:52 | 06:34 |
 | Pig Pole | 5 | 15.63% | 59.5 | 80.00% | +2.22% | +20.00% | +20.00% | 0.00% | 15:24 | 12:00 | 12:00 | 15:00 | 18:00 | 19:00 | 06:00 | 04:26 |
 | Force Staff | 4 | 12.50% | 57.1 | 75.00% | -3.57% | +25.00% | +25.00% | 0.00% | 28:51 | 24:31 | 24:31 | 28:09 | 28:33 | 34:11 | 04:02 | 02:59 |
 | Trusty Shovel | 2 | 6.25% | 54.8 | 100.00% | +23.33% | 0.00% | 0.00% | 0.00% | 17:30 | 10:00 | 10:00 | 25:00 | 25:00 | 25:00 | 15:00 | 11:06 |
 | Fae Grenade | 2 | 6.25% | 52.4 | 100.00% | +23.33% | 0.00% | 0.00% | 0.00% | 25:00 | 24:00 | 24:00 | 26:00 | 26:00 | 26:00 | 02:00 | 01:28 |
 | Essence Ring | 2 | 6.25% | 50.0 | 100.00% | +23.33% | 0.00% | 0.00% | 0.00% | 22:00 | 20:00 | 20:00 | 24:00 | 24:00 | 24:00 | 04:00 | 02:57 |
 | Blink Dagger | 2 | 6.25% | 47.6 | 100.00% | +23.33% | 0.00% | 0.00% | 0.00% | 41:43 | 37:31 | 37:31 | 45:54 | 45:54 | 45:54 | 08:23 | 06:12 |
 | Null Talisman | 2 | 6.25% | 45.2 | 100.00% | +23.33% | 0.00% | 0.00% | 0.00% | 02:42 | 01:36 | 01:36 | 03:47 | 03:47 | 03:47 | 02:11 | 01:37 |
 | Philosopher's Stone | 11 | 34.38% | 42.9 | 45.45% | -49.79% | +21.22% | -45.45% | -22.22% | 19:55 | 18:00 | 18:00 | 20:00 | 21:00 | 22:00 | 03:00 | 02:13 |
 | Aghanim's Scepter | 6 | 18.75% | 40.5 | 50.00% | -34.62% | 0.00% | +50.00% | 8.33% | 36:12 | 31:45 | 32:05 | 34:36 | 38:05 | 43:31 | 06:00 | 04:26 |
 | Ocean Heart | 3 | 9.38% | 38.1 | 66.67% | -12.64% | -66.67% | 0.00% | 0.00% | 11:20 | 09:00 | 09:00 | 11:00 | 14:00 | 14:00 | 05:00 | 03:42 |
 | Ceremonial Robe | 4 | 12.50% | 35.7 | 50.00% | -32.14% | +50.00% | +50.00% | 0.00% | 31:45 | 29:00 | 29:00 | 30:00 | 33:00 | 35:00 | 04:00 | 02:57 |
 | Quelling Blade | 4 | 12.50% | 33.3 | 50.00% | -32.14% | -50.00% | +50.00% | 8.98% | 10:49 | 02:31 | 02:31 | 12:28 | 13:39 | 14:38 | 11:08 | 08:14 |
 | Spider Legs | 1 | 3.13% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 3.13% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.13% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:14 | 25:14 | 25:14 | 25:14 | 25:14 | 25:14 | 00:00 | 00:00 |
 | Vambrace | 1 | 3.13% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 |
 | Bottle | 1 | 3.13% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 |
 | Blast Rig | 1 | 3.13% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Chipped Vest | 2 | 6.25% | 16.7 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | 13:30 | 12:00 | 12:00 | 15:00 | 15:00 | 15:00 | 03:00 | 02:13 |
 | Fairy's Trinket | 1 | 3.13% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 00:00 |
 | Ascetic's Cap | 1 | 3.13% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.13% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 3.13% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:37 | 25:37 | 25:37 | 25:37 | 25:37 | 25:37 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.13% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Timeless Relic | 1 | 3.13% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 00:00 | 00:00 |