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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 | |
Buckler | 17 | 53.13% | 100.0 | 76.47% | +43.14% | +23.53% | -51.47% | -17.37% | 29:08 | 23:58 | 26:36 | 29:09 | 30:55 | 35:31 | 04:19 | 03:11 | |
Assault Cuirass | 17 | 53.13% | 96.9 | 76.47% | +43.14% | +23.53% | -51.47% | -16.48% | 29:58 | 24:30 | 27:23 | 29:16 | 31:56 | 35:50 | 04:33 | 03:22 | |
Skull Basher | 14 | 43.75% | 93.8 | 78.57% | +39.68% | +21.43% | -45.24% | -9.13% | 31:45 | 26:03 | 26:45 | 30:12 | 34:03 | 41:21 | 07:18 | 05:24 | |
Abyssal Blade | 11 | 34.38% | 90.6 | 81.82% | +38.96% | +18.18% | -48.49% | 0.00% | 33:06 | 27:23 | 28:19 | 30:12 | 36:34 | 43:09 | 08:15 | 06:06 | |
Aghanim's Scepter | 30 | 93.75% | 87.5 | 60.00% | +60.00% | +40.00% | -17.14% | -18.94% | 17:17 | 12:37 | 15:37 | 16:22 | 18:38 | 25:22 | 03:01 | 02:14 | |
Black King Bar | 27 | 84.38% | 84.4 | 59.26% | +19.26% | +12.17% | -30.69% | -12.79% | 24:04 | 17:45 | 21:48 | 23:02 | 25:09 | 35:34 | 03:21 | 02:28 | |
Ring of Health | 32 | 100.00% | 81.3 | 56.25% | +56.25% | +18.75% | -6.25% | -25.00% | 03:58 | 02:22 | 03:05 | 03:31 | 04:01 | 09:58 | 00:56 | 00:41 | |
Ring of Protection | 32 | 100.00% | 78.1 | 56.25% | +56.25% | -6.25% | -6.25% | 0.00% | 07:13 | -01:29 | 03:24 | 06:42 | 08:00 | 29:53 | 04:36 | 03:24 | |
Boots of Speed | 32 | 100.00% | 75.0 | 56.25% | +56.25% | +6.25% | -18.75% | -10.49% | 07:11 | 01:51 | 06:17 | 07:33 | 08:40 | 09:52 | 02:23 | 01:45 | |
Chainmail | 12 | 37.50% | 71.9 | 66.67% | +16.67% | 0.00% | 0.00% | 0.00% | 13:52 | 05:11 | 10:48 | 14:20 | 16:11 | 21:55 | 05:23 | 03:59 | |
Phase Boots | 12 | 37.50% | 68.8 | 66.67% | +16.67% | 0.00% | 0.00% | 0.00% | 14:40 | 07:16 | 11:20 | 14:40 | 17:15 | 22:34 | 05:55 | 04:22 | |
Vanguard | 27 | 84.38% | 65.6 | 55.56% | -4.44% | +30.15% | +1.58% | -15.58% | 07:04 | 05:17 | 06:02 | 06:31 | 07:52 | 11:34 | 01:50 | 01:21 | |
Magic Wand | 25 | 78.13% | 62.5 | 56.00% | -1.14% | +10.67% | -39.33% | -5.65% | 06:12 | -01:29 | -01:29 | 08:43 | 10:20 | 17:13 | 11:49 | 08:45 | |
Magic Stick | 23 | 71.88% | 59.4 | 56.52% | +0.96% | +10.15% | -23.19% | -33.34% | 01:37 | -01:29 | -01:29 | -01:29 | 02:04 | 16:29 | 03:33 | 02:37 | |
Soul Ring | 30 | 93.75% | 56.3 | 53.33% | -46.67% | +9.17% | -39.04% | -13.39% | 06:45 | 01:47 | 04:36 | 07:42 | 08:12 | 10:12 | 03:36 | 02:40 | |
Crystalys | 3 | 9.38% | 53.1 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 32:59 | 29:43 | 29:43 | 31:58 | 37:17 | 37:17 | 07:34 | 05:36 | |
Power Treads | 15 | 46.88% | 50.0 | 60.00% | +7.06% | +40.00% | -35.00% | -8.44% | 15:22 | 09:07 | 10:16 | 11:37 | 19:09 | 35:46 | 08:53 | 06:34 | |
Quelling Blade | 25 | 78.13% | 46.9 | 52.00% | -19.43% | -18.67% | -2.00% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:29 | 02:09 | 00:00 | 00:00 | |
Hood of Defiance | 8 | 25.00% | 43.8 | 50.00% | -8.33% | 0.00% | 0.00% | 0.00% | 09:03 | 05:30 | 06:13 | 07:06 | 12:08 | 13:34 | 05:55 | 04:22 | |
Eternal Shroud | 3 | 9.38% | 40.6 | 66.67% | +11.50% | +33.33% | 0.00% | 0.00% | 33:33 | 25:16 | 25:16 | 33:02 | 42:20 | 42:20 | 17:04 | 12:38 | |
Sange | 4 | 12.50% | 37.5 | 50.00% | -7.14% | +50.00% | -50.00% | 0.00% | 21:30 | 15:34 | 15:34 | 20:09 | 22:09 | 28:06 | 06:35 | 04:52 | |
Daedalus | 1 | 3.13% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 | |
Bracer | 1 | 3.13% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:35 | 01:35 | 01:35 | 01:35 | 01:35 | 01:35 | 00:00 | 00:00 | |
Shadow Blade | 1 | 3.13% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 | |
Sange and Yasha | 1 | 3.13% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 00:00 | 00:00 | |
Yasha | 1 | 3.13% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 3.13% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 | |
Morbid Mask | 1 | 3.13% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 | |
Silver Edge | 1 | 3.13% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 | |
Blink Dagger | 1 | 3.13% | 9.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 00:00 | 00:00 | |
Aghanim's Shard | 6 | 18.75% | 6.3 | 33.33% | -28.21% | +66.67% | -33.33% | 0.00% | 28:10 | 17:18 | 22:47 | 25:06 | 36:13 | 42:00 | 13:26 | 09:57 | |
Heaven's Halberd | 2 | 6.25% | 3.1 | 50.00% | -6.67% | -50.00% | 0.00% | 0.00% | 25:40 | 25:07 | 25:07 | 26:13 | 26:13 | 26:13 | 01:06 | 00:48 |