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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 | |
 | Arcane Boots | 5 | 38.46% | 100.0 | 80.00% | +67.50% | -80.00% | +20.00% | 27.52% | 13:23 | 11:29 | 11:29 | 12:50 | 15:07 | 15:34 | 03:38 | 02:41 |
 | Headdress | 8 | 61.54% | 97.4 | 62.50% | +62.50% | +37.50% | -62.50% | -15.75% | 16:56 | 12:00 | 12:07 | 15:35 | 18:28 | 26:41 | 06:21 | 04:42 |
 | Holy Locket | 8 | 61.54% | 94.9 | 62.50% | +62.50% | +37.50% | -62.50% | -27.65% | 21:18 | 17:41 | 18:01 | 19:49 | 21:38 | 27:32 | 03:37 | 02:40 |
 | Fluffy Hat | 9 | 69.23% | 92.3 | 55.56% | +55.56% | -5.56% | -55.56% | -12.66% | 15:52 | 11:42 | 13:43 | 16:02 | 17:40 | 19:22 | 03:57 | 02:55 |
 | Magic Wand | 11 | 84.62% | 89.7 | 45.45% | +45.45% | +21.22% | +21.22% | 0.00% | 12:27 | 09:21 | 09:38 | 12:07 | 13:02 | 17:03 | 03:24 | 02:31 |
 | Aghanim's Shard | 5 | 38.46% | 87.2 | 60.00% | +35.00% | -60.00% | -60.00% | 0.00% | 30:47 | 21:01 | 21:01 | 30:08 | 32:25 | 40:21 | 11:24 | 08:26 |
 | Magic Stick | 12 | 92.31% | 84.6 | 41.67% | +41.67% | -8.34% | -41.67% | -4.80% | 06:10 | -01:29 | 02:43 | 04:51 | 09:40 | 13:02 | 06:57 | 05:08 |
 | Boots of Speed | 13 | 100.00% | 82.1 | 38.46% | +38.46% | -38.46% | -5.13% | 9.48% | 06:44 | -01:29 | 05:17 | 06:51 | 08:48 | 11:48 | 03:31 | 02:36 |
 | Orb of Venom | 9 | 69.23% | 79.5 | 44.44% | +19.44% | +5.56% | -44.44% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Medallion of Courage | 6 | 46.15% | 76.9 | 50.00% | +21.43% | 0.00% | -50.00% | -31.25% | 24:18 | 18:13 | 23:29 | 24:39 | 25:05 | 29:20 | 01:36 | 01:11 |
 | Blight Stone | 6 | 46.15% | 74.4 | 50.00% | +21.43% | 0.00% | -50.00% | -20.98% | 23:47 | 18:13 | 22:37 | 23:03 | 25:00 | 29:20 | 02:23 | 01:45 |
 | Chainmail | 6 | 46.15% | 71.8 | 50.00% | +21.43% | 0.00% | -50.00% | -18.75% | 23:37 | 18:13 | 22:20 | 22:42 | 25:00 | 29:20 | 02:40 | 01:58 |
 | Blink Dagger | 3 | 23.08% | 69.2 | 66.67% | +36.67% | -66.67% | 0.00% | 0.00% | 27:33 | 19:40 | 19:40 | 25:04 | 37:56 | 37:56 | 18:16 | 13:31 |
 | Arcane Ring | 3 | 23.08% | 66.7 | 66.67% | +36.67% | +33.33% | 0.00% | 0.00% | 15:00 | 11:00 | 11:00 | 12:00 | 22:00 | 22:00 | 11:00 | 08:08 |
 | Philosopher's Stone | 3 | 23.08% | 64.1 | 66.67% | +36.67% | +33.33% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 |
 | Crown | 3 | 23.08% | 61.5 | 66.67% | +36.67% | -66.67% | 0.00% | 0.00% | 27:27 | 26:52 | 26:52 | 27:09 | 28:20 | 28:20 | 01:28 | 01:05 |
 | Solar Crest | 3 | 23.08% | 59.0 | 66.67% | +36.67% | +33.33% | 0.00% | 0.00% | 30:31 | 28:48 | 28:48 | 29:55 | 32:51 | 32:51 | 04:03 | 03:00 |
 | Tumbler's Toy | 1 | 7.69% | 56.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Chipped Vest | 1 | 7.69% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:00 | 16:00 | 16:00 | 16:00 | 16:00 | 16:00 | 00:00 | 00:00 |
 | Wind Lace | 9 | 69.23% | 51.3 | 22.22% | -52.78% | -22.22% | +27.78% | 2.02% | 12:48 | -01:29 | 00:11 | 04:47 | 24:58 | 29:06 | 24:47 | 18:21 |
 | Ring of Basilius | 2 | 15.38% | 48.7 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 08:03 | 05:13 | 05:13 | 10:52 | 10:52 | 10:52 | 05:39 | 04:11 |
 | Pig Pole | 3 | 23.08% | 46.2 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 11:00 | 10:00 | 10:00 | 11:00 | 12:00 | 12:00 | 02:00 | 01:28 |
 | Buckler | 3 | 23.08% | 43.6 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 09:02 | 05:56 | 05:56 | 06:28 | 14:43 | 14:43 | 08:47 | 06:30 |
 | Ring of Protection | 4 | 30.77% | 41.0 | 25.00% | -19.44% | -25.00% | -25.00% | 0.00% | 04:51 | -01:29 | -01:29 | 02:38 | 03:48 | 14:26 | 05:17 | 03:54 |
 | Trusty Shovel | 3 | 23.08% | 38.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 14:40 | 10:00 | 10:00 | 13:00 | 21:00 | 21:00 | 11:00 | 08:08 |
 | Fae Grenade | 1 | 7.69% | 35.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 |
 | Bullwhip | 1 | 7.69% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 |
 | Ceremonial Robe | 1 | 7.69% | 30.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 15.38% | 28.2 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 15:10 | -01:29 | -01:29 | 31:49 | 31:49 | 31:49 | 33:18 | 24:40 |
 | Tranquil Boots | 5 | 38.46% | 25.6 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 09:56 | 05:23 | 05:23 | 09:45 | 09:48 | 17:55 | 04:25 | 03:16 |
 | Ocean Heart | 1 | 7.69% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 7.69% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 00:00 | 00:00 |
 | Pupil's Gift | 1 | 7.69% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Ring of Health | 1 | 7.69% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Quickening Charm | 1 | 7.69% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Keen Optic | 5 | 38.46% | 10.3 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 11:00 | 10:00 | 10:00 | 11:00 | 11:00 | 13:00 | 01:00 | 00:44 |
 | Void Stone | 1 | 7.69% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Force Staff | 1 | 7.69% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 7.69% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |