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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 | |
Black King Bar | 10 | 83.33% | 100.0 | 80.00% | +80.00% | +20.00% | -30.00% | -10.64% | 24:05 | 19:09 | 21:09 | 24:58 | 25:51 | 29:28 | 04:42 | 03:28 | |
Blade Mail | 11 | 91.67% | 96.7 | 72.73% | +72.73% | -6.06% | -6.06% | 0.00% | 14:27 | 08:46 | 13:38 | 14:32 | 15:26 | 18:10 | 01:48 | 01:20 | |
Chainmail | 11 | 91.67% | 93.3 | 72.73% | +72.73% | -6.06% | -6.06% | 0.00% | 11:23 | 06:17 | 07:42 | 11:51 | 13:14 | 16:53 | 05:32 | 04:05 | |
Helm of Iron Will | 3 | 25.00% | 90.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 27:24 | 19:55 | 19:55 | 27:47 | 34:30 | 34:30 | 14:35 | 10:48 | |
Crimson Guard | 3 | 25.00% | 86.7 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 27:51 | 20:24 | 20:24 | 28:31 | 34:37 | 34:37 | 14:13 | 10:31 | |
Aghanim's Scepter | 3 | 25.00% | 83.3 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 41:57 | 33:38 | 33:38 | 41:16 | 50:57 | 50:57 | 17:19 | 12:49 | |
Ring of Health | 12 | 100.00% | 80.0 | 66.67% | +66.67% | -33.34% | 0.00% | 33.34% | 02:36 | 01:32 | 02:08 | 02:32 | 02:59 | 03:34 | 00:51 | 00:37 | |
Vanguard | 12 | 100.00% | 76.7 | 66.67% | +66.67% | -33.34% | +33.33% | 48.20% | 05:24 | 04:21 | 04:30 | 05:31 | 05:53 | 06:28 | 01:23 | 01:01 | |
Blink Dagger | 12 | 100.00% | 73.3 | 66.67% | +66.67% | +33.33% | 0.00% | -21.50% | 11:32 | 10:03 | 10:37 | 11:14 | 12:10 | 13:19 | 01:33 | 01:08 | |
Boots of Speed | 12 | 100.00% | 70.0 | 66.67% | +66.67% | 0.00% | 0.00% | 0.00% | 06:38 | 03:11 | 06:05 | 06:47 | 07:14 | 09:11 | 01:09 | 00:51 | |
Quelling Blade | 10 | 83.33% | 66.7 | 60.00% | -40.00% | +6.67% | +40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 | |
Overwhelming Blink | 2 | 16.67% | 63.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 41:28 | 39:03 | 39:03 | 43:53 | 43:53 | 43:53 | 04:50 | 03:34 | |
Phase Boots | 4 | 33.33% | 60.0 | 75.00% | +12.50% | +25.00% | -75.00% | 0.00% | 13:11 | 08:19 | 08:19 | 10:39 | 15:05 | 18:39 | 06:46 | 05:00 | |
Octarine Core | 4 | 33.33% | 56.7 | 75.00% | +12.50% | -75.00% | +25.00% | 0.00% | 26:56 | 18:15 | 18:15 | 24:37 | 32:04 | 32:47 | 13:49 | 10:14 | |
Boots of Travel | 4 | 33.33% | 53.3 | 75.00% | +12.50% | +25.00% | -75.00% | 0.00% | 35:03 | 30:12 | 30:12 | 30:32 | 34:04 | 45:25 | 03:52 | 02:51 | |
Aghanim's Shard | 4 | 33.33% | 50.0 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 29:19 | 20:34 | 20:34 | 25:16 | 28:09 | 43:15 | 07:35 | 05:37 | |
Void Stone | 4 | 33.33% | 46.7 | 75.00% | +12.50% | -75.00% | +25.00% | 0.00% | 26:27 | 17:20 | 17:20 | 24:36 | 31:51 | 32:01 | 14:31 | 10:45 | |
Magic Stick | 7 | 58.33% | 43.3 | 57.14% | -22.86% | +42.86% | -7.14% | -4.89% | 08:06 | -01:29 | -01:29 | 09:14 | 11:42 | 18:42 | 13:11 | 09:45 | |
Ring of Protection | 7 | 58.33% | 40.0 | 57.14% | -22.86% | -7.14% | -7.14% | 0.00% | 01:01 | -01:29 | -01:29 | -01:29 | -01:28 | 15:52 | 00:01 | 00:00 | |
Magic Wand | 7 | 58.33% | 36.7 | 57.14% | -22.86% | +42.86% | -7.14% | -4.27% | 07:20 | -01:29 | -01:29 | 09:34 | 13:12 | 19:09 | 14:41 | 10:52 | |
Shadow Blade | 1 | 8.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 00:00 | 00:00 | |
Boots of Travel 2 | 1 | 8.33% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 00:00 | 00:00 | |
Headdress | 1 | 8.33% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:35 | 49:35 | 49:35 | 49:35 | 49:35 | 49:35 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 8.33% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:52 | 49:52 | 49:52 | 49:52 | 49:52 | 49:52 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 8.33% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 | |
Heaven's Halberd | 2 | 16.67% | 16.7 | 50.00% | -20.00% | -50.00% | 0.00% | 0.00% | 39:50 | 38:01 | 38:01 | 41:39 | 41:39 | 41:39 | 03:38 | 02:41 | |
Wind Lace | 2 | 16.67% | 13.3 | 50.00% | -20.00% | -50.00% | 0.00% | 0.00% | 08:21 | 07:58 | 07:58 | 08:44 | 08:44 | 08:44 | 00:46 | 00:34 | |
Sange | 2 | 16.67% | 10.0 | 50.00% | -20.00% | -50.00% | 0.00% | 0.00% | 38:51 | 36:31 | 36:31 | 41:11 | 41:11 | 41:11 | 04:40 | 03:27 | |
Soul Ring | 1 | 8.33% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 00:00 | 00:00 | |
Arcane Boots | 1 | 8.33% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 00:00 | 00:00 |