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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 | |
Black King Bar | 4 | 23.53% | 100.0 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 31:32 | 19:47 | 19:47 | 26:59 | 30:32 | 48:51 | 10:45 | 07:57 | |
Phase Boots | 6 | 35.29% | 96.6 | 83.33% | +56.06% | +16.67% | -83.33% | -14.42% | 10:20 | 06:11 | 06:40 | 08:17 | 13:36 | 16:46 | 06:56 | 05:08 | |
Chainmail | 6 | 35.29% | 93.1 | 83.33% | +56.06% | +16.67% | -83.33% | -19.11% | 09:16 | 05:47 | 06:20 | 07:45 | 11:34 | 16:19 | 05:14 | 03:52 | |
Quelling Blade | 3 | 17.65% | 89.7 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Falcon Blade | 3 | 17.65% | 86.2 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 11:18 | 10:31 | 10:31 | 10:57 | 12:26 | 12:26 | 01:55 | 01:25 | |
Bottle | 3 | 17.65% | 82.8 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 01:31 | 01:20 | 01:20 | 01:33 | 01:39 | 01:39 | 00:19 | 00:14 | |
Blight Stone | 3 | 17.65% | 79.3 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 11:28 | 10:44 | 10:44 | 11:04 | 12:35 | 12:35 | 01:51 | 01:22 | |
Blink Dagger | 16 | 94.12% | 75.9 | 50.00% | +50.00% | -25.00% | 0.00% | 5.07% | 23:56 | 17:50 | 20:12 | 23:46 | 25:08 | 36:58 | 04:56 | 03:39 | |
Magic Wand | 16 | 94.12% | 72.4 | 50.00% | +50.00% | +50.00% | -25.00% | -22.61% | 13:32 | 04:49 | 09:20 | 11:14 | 12:39 | 34:46 | 03:19 | 02:27 | |
Fluffy Hat | 11 | 64.71% | 69.0 | 54.55% | +21.22% | +12.12% | -21.22% | -1.85% | 18:24 | 05:52 | 09:32 | 14:27 | 27:31 | 33:34 | 17:59 | 13:19 | |
Boots of Speed | 17 | 100.00% | 65.5 | 47.06% | +47.06% | +2.94% | -22.06% | -9.62% | 01:33 | -01:29 | -01:29 | -01:28 | 04:05 | 09:22 | 05:34 | 04:07 | |
Magic Stick | 17 | 100.00% | 62.1 | 47.06% | +47.06% | +52.94% | -22.06% | -9.66% | 06:51 | -01:29 | 02:47 | 07:14 | 10:33 | 12:45 | 07:46 | 05:45 | |
Helm of Iron Will | 2 | 11.76% | 58.6 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 34:33 | 31:29 | 31:29 | 37:37 | 37:37 | 37:37 | 06:08 | 04:32 | |
Desolator | 2 | 11.76% | 55.2 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 17:28 | 16:24 | 16:24 | 18:32 | 18:32 | 18:32 | 02:08 | 01:34 | |
Wind Lace | 13 | 76.47% | 51.7 | 30.77% | -69.23% | -30.77% | +2.56% | 5.51% | 05:00 | -01:29 | -01:29 | 06:24 | 07:32 | 14:16 | 09:01 | 06:40 | |
Nullifier | 1 | 5.88% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 | |
Buckler | 1 | 5.88% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 5.88% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 5.88% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 00:00 | 00:00 | |
Wraith Band | 1 | 5.88% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 00:00 | 00:00 | |
Morbid Mask | 1 | 5.88% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 | |
Ring of Protection | 1 | 5.88% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 | |
Wraith Pact | 1 | 5.88% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:43 | 29:43 | 29:43 | 29:43 | 29:43 | 29:43 | 00:00 | 00:00 | |
Tranquil Boots | 9 | 52.94% | 20.7 | 22.22% | -52.78% | -22.22% | -22.22% | 0.00% | 09:12 | 04:27 | 07:24 | 08:45 | 10:52 | 14:30 | 03:28 | 02:34 | |
Aghanim's Scepter | 1 | 5.88% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:16 | 58:16 | 58:16 | 58:16 | 58:16 | 58:16 | 00:00 | 00:00 | |
Force Staff | 1 | 5.88% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 | |
Orb of Venom | 1 | 5.88% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Ghost Scepter | 2 | 11.76% | 6.9 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 37:35 | 34:01 | 34:01 | 41:09 | 41:09 | 41:09 | 07:08 | 05:17 | |
Aghanim's Shard | 1 | 5.88% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:25 | 20:25 | 20:25 | 20:25 | 20:25 | 20:25 | 00:00 | 00:00 |