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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 | |
 | Boots of Travel | 5 | 45.45% | 100.0 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 39:06 | 27:45 | 27:45 | 37:45 | 46:02 | 50:06 | 18:17 | 13:32 |
 | Blink Dagger | 11 | 100.00% | 97.0 | 63.64% | +63.64% | +36.36% | -30.31% | -20.62% | 12:01 | 09:06 | 09:28 | 11:42 | 12:42 | 15:59 | 03:14 | 02:23 |
 | Ring of Health | 11 | 100.00% | 93.9 | 63.64% | +63.64% | +3.03% | +3.03% | 0.00% | 03:08 | 00:50 | 01:45 | 02:11 | 03:02 | 11:21 | 01:17 | 00:57 |
 | Boots of Speed | 11 | 100.00% | 90.9 | 63.64% | +63.64% | +36.36% | -30.31% | -44.45% | 05:50 | 02:01 | 05:14 | 05:59 | 06:44 | 07:27 | 01:30 | 01:06 |
 | Quelling Blade | 10 | 90.91% | 87.9 | 60.00% | -40.00% | +6.67% | -10.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Chainmail | 10 | 90.91% | 84.8 | 60.00% | -40.00% | +6.67% | -10.00% | -10.42% | 11:08 | 04:03 | 10:54 | 11:40 | 12:30 | 15:55 | 01:36 | 01:11 |
 | Vanguard | 10 | 90.91% | 81.8 | 60.00% | -40.00% | +6.67% | -10.00% | -8.34% | 05:28 | 03:20 | 04:21 | 04:53 | 06:21 | 08:25 | 02:00 | 01:28 |
 | Black King Bar | 8 | 72.73% | 78.8 | 62.50% | -4.17% | -12.50% | +37.50% | 8.55% | 25:54 | 20:55 | 22:10 | 23:47 | 28:01 | 32:20 | 05:51 | 04:20 |
 | Ring of Protection | 8 | 72.73% | 75.8 | 62.50% | -4.17% | +37.50% | -62.50% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wind Lace | 8 | 72.73% | 72.7 | 62.50% | -4.17% | -12.50% | +37.50% | 20.98% | 07:30 | 05:28 | 05:50 | 07:05 | 08:13 | 10:41 | 02:23 | 01:45 |
 | Magic Wand | 6 | 54.55% | 69.7 | 66.67% | +6.67% | -16.67% | +33.33% | 50.00% | 07:50 | 06:12 | 07:49 | 07:53 | 08:17 | 08:42 | 00:28 | 00:20 |
 | Blade Mail | 9 | 81.82% | 66.7 | 55.56% | -44.44% | -55.56% | +44.44% | 20.76% | 14:44 | 10:54 | 12:11 | 13:57 | 17:00 | 19:50 | 04:49 | 03:34 |
 | Magic Stick | 7 | 63.64% | 63.6 | 57.14% | -17.86% | +42.86% | -7.14% | -27.52% | 08:57 | 04:58 | 06:23 | 07:16 | 08:12 | 20:40 | 01:49 | 01:20 |
 | Phase Boots | 3 | 27.27% | 60.6 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 11:16 | 04:53 | 04:53 | 09:43 | 19:11 | 19:11 | 14:18 | 10:35 |
 | Crimson Guard | 4 | 36.36% | 57.6 | 50.00% | -21.43% | -50.00% | -50.00% | 0.00% | 28:06 | 21:22 | 21:22 | 21:43 | 28:14 | 41:06 | 06:52 | 05:05 |
 | Helm of Iron Will | 4 | 36.36% | 54.5 | 50.00% | -21.43% | +50.00% | -50.00% | -12.20% | 27:27 | 19:56 | 19:56 | 20:40 | 28:08 | 41:05 | 08:12 | 06:04 |
 | Octarine Core | 1 | 9.09% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 9.09% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 9.09% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 9.09% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 9.09% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 9.09% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:06 | 50:06 | 50:06 | 50:06 | 50:06 | 50:06 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 9.09% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Headdress | 1 | 9.09% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 9.09% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 00:00 | 00:00 |
 | Buckler | 1 | 9.09% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 00:00 | 00:00 |
 | Void Stone | 1 | 9.09% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 00:00 | 00:00 |
 | Cornucopia | 1 | 9.09% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 00:00 | 00:00 |
 | Aghanim's Shard | 6 | 54.55% | 15.2 | 33.33% | -66.67% | +16.67% | +66.67% | 9.35% | 29:10 | 18:02 | 27:42 | 29:07 | 33:03 | 37:41 | 05:21 | 03:57 |
 | Kaya | 3 | 27.27% | 12.1 | 33.33% | -41.67% | -33.33% | 0.00% | 0.00% | 35:12 | 33:20 | 33:20 | 33:50 | 38:27 | 38:27 | 05:07 | 03:47 |
 | Sange | 1 | 9.09% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 9.09% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 9.09% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |