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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Magic Wand | 12 | 66.67% | 100.0 | 83.33% | +33.33% | +16.67% | -16.66% | -3.54% | 06:13 | -01:29 | -01:29 | 05:40 | 10:54 | 16:32 | 12:23 | 09:10 | |
Blink Dagger | 17 | 94.44% | 97.8 | 76.47% | +76.47% | +23.53% | -26.47% | -10.53% | 25:00 | 14:21 | 21:45 | 24:19 | 26:30 | 34:45 | 04:45 | 03:31 | |
Boots of Travel 2 | 4 | 22.22% | 95.6 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 40:21 | 33:06 | 33:06 | 40:08 | 40:53 | 47:18 | 07:47 | 05:45 | |
Void Stone | 13 | 72.22% | 93.3 | 76.92% | +16.92% | -10.25% | -10.25% | 0.00% | 20:54 | 12:42 | 13:18 | 19:50 | 25:22 | 38:54 | 12:04 | 08:56 | |
Boots of Speed | 18 | 100.00% | 91.1 | 72.22% | +72.22% | -12.22% | +2.78% | 3.47% | 05:10 | 00:18 | 02:28 | 06:24 | 06:47 | 09:12 | 04:19 | 03:11 | |
Arcane Boots | 15 | 83.33% | 88.9 | 73.33% | +6.66% | -23.33% | +26.67% | 14.63% | 08:46 | 04:02 | 06:54 | 08:22 | 10:19 | 13:26 | 03:25 | 02:31 | |
Vanguard | 15 | 83.33% | 86.7 | 73.33% | +6.66% | +1.67% | -23.33% | -12.93% | 07:21 | 04:54 | 05:39 | 05:51 | 07:35 | 15:02 | 01:56 | 01:25 | |
Ring of Health | 17 | 94.44% | 84.4 | 70.59% | -29.41% | +29.41% | -20.59% | -12.00% | 06:09 | 02:12 | 02:46 | 03:29 | 06:56 | 22:46 | 04:10 | 03:05 | |
Octarine Core | 12 | 66.67% | 82.2 | 75.00% | +8.33% | -8.33% | -8.33% | 0.00% | 21:21 | 13:09 | 15:02 | 17:09 | 26:28 | 39:02 | 11:26 | 08:28 | |
Aghanim's Shard | 9 | 50.00% | 80.0 | 77.78% | +11.11% | +22.22% | -27.78% | -10.38% | 34:55 | 26:57 | 31:57 | 33:20 | 36:46 | 45:07 | 04:49 | 03:34 | |
Hand of Midas | 16 | 88.89% | 77.8 | 68.75% | -31.25% | +6.25% | -18.75% | -18.75% | 12:31 | 10:47 | 11:36 | 11:55 | 12:56 | 16:03 | 01:20 | 00:59 | |
Pipe of Insight | 6 | 33.33% | 75.6 | 83.33% | +16.66% | +16.67% | +16.67% | 0.00% | 21:28 | 17:36 | 19:14 | 19:37 | 21:13 | 30:17 | 01:59 | 01:28 | |
Crimson Guard | 8 | 44.44% | 73.3 | 75.00% | +5.00% | +25.00% | -25.00% | -12.88% | 18:09 | 14:58 | 15:34 | 15:54 | 19:27 | 24:02 | 03:53 | 02:52 | |
Headdress | 8 | 44.44% | 71.1 | 75.00% | +5.00% | -25.00% | +25.00% | 15.46% | 16:23 | 12:34 | 14:38 | 17:24 | 17:52 | 18:11 | 03:14 | 02:23 | |
Shiva's Guard | 8 | 44.44% | 68.9 | 75.00% | +5.00% | +25.00% | +25.00% | 0.00% | 30:34 | 26:21 | 28:07 | 30:14 | 30:36 | 36:55 | 02:29 | 01:50 | |
Magic Stick | 8 | 44.44% | 66.7 | 75.00% | +5.00% | -75.00% | +25.00% | 100.00% | 00:23 | -01:29 | -01:29 | -01:29 | 01:35 | 04:57 | 03:04 | 02:16 | |
Helm of Iron Will | 8 | 44.44% | 64.4 | 75.00% | +5.00% | +25.00% | -25.00% | -14.02% | 16:40 | 13:54 | 14:03 | 14:30 | 17:37 | 22:40 | 03:34 | 02:38 | |
Refresher Orb | 3 | 16.67% | 62.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 43:38 | 40:09 | 40:09 | 41:16 | 49:30 | 49:30 | 09:21 | 06:55 | |
Cornucopia | 3 | 16.67% | 60.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 42:30 | 39:26 | 39:26 | 41:16 | 46:49 | 46:49 | 07:23 | 05:28 | |
Black King Bar | 10 | 55.56% | 57.8 | 70.00% | -5.00% | -3.33% | +30.00% | 3.26% | 25:56 | 19:34 | 21:43 | 22:12 | 31:56 | 36:00 | 10:13 | 07:34 | |
Wind Lace | 11 | 61.11% | 55.6 | 63.64% | -22.07% | -30.31% | +3.03% | 3.33% | 06:55 | -01:29 | -01:29 | 03:29 | 11:29 | 22:37 | 12:58 | 09:36 | |
Overwhelming Blink | 5 | 27.78% | 53.3 | 80.00% | +10.77% | +20.00% | -80.00% | -17.29% | 36:35 | 32:52 | 32:52 | 36:06 | 38:39 | 40:58 | 05:47 | 04:17 | |
Chainmail | 6 | 33.33% | 51.1 | 66.67% | -8.33% | -16.67% | +33.33% | 4.71% | 12:56 | 05:48 | 06:54 | 12:34 | 17:31 | 17:53 | 10:37 | 07:51 | |
Buckler | 4 | 22.22% | 48.9 | 75.00% | +3.57% | +25.00% | +25.00% | 0.00% | 18:15 | 14:17 | 14:17 | 19:06 | 19:12 | 20:25 | 04:55 | 03:38 | |
Ring of Protection | 4 | 22.22% | 48.9 | 75.00% | +3.57% | +25.00% | +25.00% | 0.00% | 18:15 | 14:17 | 14:17 | 19:06 | 19:12 | 20:25 | 04:55 | 03:38 | |
Guardian Greaves | 4 | 22.22% | 44.4 | 75.00% | +3.57% | +25.00% | +25.00% | 0.00% | 20:01 | 15:40 | 15:40 | 20:57 | 21:17 | 22:11 | 05:37 | 04:09 | |
Mekansm | 4 | 22.22% | 42.2 | 75.00% | +3.57% | +25.00% | +25.00% | 0.00% | 17:31 | 13:53 | 13:53 | 17:49 | 18:02 | 20:20 | 04:09 | 03:04 | |
Tranquil Boots | 2 | 11.11% | 40.0 | 100.00% | +31.25% | 0.00% | 0.00% | 0.00% | 06:17 | 03:48 | 03:48 | 08:46 | 08:46 | 08:46 | 04:58 | 03:40 | |
Aghanim's Scepter | 2 | 11.11% | 37.8 | 100.00% | +31.25% | 0.00% | 0.00% | 0.00% | 37:17 | 31:35 | 31:35 | 42:58 | 42:58 | 42:58 | 11:23 | 08:25 | |
Boots of Travel | 3 | 16.67% | 35.6 | 66.67% | -6.66% | +33.33% | 0.00% | 0.00% | 31:50 | 29:46 | 29:46 | 31:47 | 33:57 | 33:57 | 04:11 | 03:05 | |
Quelling Blade | 3 | 16.67% | 33.3 | 66.67% | -6.66% | +33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 5.56% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 00:00 | 00:00 | |
Lotus Orb | 1 | 5.56% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 00:00 | 00:00 | |
Force Staff | 1 | 5.56% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 5.56% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 00:00 | 00:00 | |
Blight Stone | 1 | 5.56% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 00:00 | 00:00 | |
Crown | 1 | 5.56% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:36 | 10:36 | 10:36 | 10:36 | 10:36 | 10:36 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 5.56% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 5.56% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 | |
Wraith Band | 1 | 5.56% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 5.56% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 00:00 | 00:00 | |
Solar Crest | 1 | 5.56% | 8.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 00:00 | 00:00 | |
Heaven's Halberd | 2 | 11.11% | 6.7 | 50.00% | -25.00% | -50.00% | 0.00% | 0.00% | 31:22 | 30:40 | 30:40 | 32:03 | 32:03 | 32:03 | 01:23 | 01:01 | |
Sange | 2 | 11.11% | 4.4 | 50.00% | -25.00% | -50.00% | 0.00% | 0.00% | 29:49 | 28:37 | 28:37 | 31:00 | 31:00 | 31:00 | 02:23 | 01:45 | |
Phase Boots | 1 | 5.56% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:32 | 07:32 | 07:32 | 07:32 | 07:32 | 07:32 | 00:00 | 00:00 |