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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 | |
Aghanim's Shard | 4 | 33.33% | 100.0 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 29:51 | 29:04 | 29:37 | 30:01 | 30:14 | 30:18 | 00:36 | 00:27 | |
Ring of Health | 3 | 25.00% | 97.2 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 29:29 | 27:33 | 27:43 | 27:54 | 30:27 | 33:01 | 02:44 | 02:01 | |
Linken's Sphere | 3 | 25.00% | 94.4 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 30:43 | 28:19 | 28:58 | 29:37 | 31:55 | 34:13 | 02:57 | 02:11 | |
Skull Basher | 3 | 25.00% | 91.7 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 33:36 | 32:19 | 33:04 | 33:49 | 34:15 | 34:41 | 01:11 | 00:52 | |
Void Stone | 3 | 25.00% | 88.9 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 29:57 | 27:33 | 28:25 | 29:17 | 31:09 | 33:01 | 02:44 | 02:01 | |
Mjollnir | 3 | 25.00% | 86.1 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 25:40 | 21:37 | 23:47 | 25:57 | 27:41 | 29:26 | 03:54 | 02:53 | |
Magic Wand | 10 | 83.33% | 83.3 | 70.00% | +70.00% | +30.00% | -3.33% | -6.96% | 07:30 | 03:06 | 04:22 | 07:17 | 09:09 | 16:02 | 04:47 | 03:32 | |
Black King Bar | 10 | 83.33% | 80.6 | 70.00% | +70.00% | -36.67% | -3.33% | 8.57% | 24:08 | 19:25 | 22:07 | 23:14 | 26:00 | 31:07 | 03:53 | 02:52 | |
Magic Stick | 11 | 91.67% | 77.8 | 63.64% | +63.64% | +3.03% | +3.03% | 0.00% | 02:26 | -01:29 | -00:30 | 01:45 | 03:51 | 10:00 | 04:21 | 03:13 | |
Wraith Band | 11 | 91.67% | 75.0 | 63.64% | +63.64% | -30.31% | +3.03% | 33.34% | 04:00 | 01:21 | 01:43 | 02:09 | 02:29 | 23:42 | 00:46 | 00:34 | |
Javelin | 11 | 91.67% | 72.2 | 63.64% | +63.64% | +36.36% | +3.03% | -12.94% | 11:53 | 08:26 | 09:38 | 10:45 | 12:12 | 23:02 | 02:34 | 01:54 | |
Maelstrom | 11 | 91.67% | 69.4 | 63.64% | +63.64% | +3.03% | -30.31% | -9.66% | 16:02 | 12:54 | 13:54 | 15:22 | 17:21 | 23:02 | 03:27 | 02:33 | |
Boots of Speed | 12 | 100.00% | 66.7 | 58.33% | +58.33% | +8.34% | +41.67% | 31.00% | 03:47 | 02:38 | 03:05 | 03:41 | 04:10 | 05:23 | 01:04 | 00:47 | |
Phase Boots | 11 | 91.67% | 63.9 | 54.55% | -45.45% | +12.12% | +12.12% | 0.00% | 07:20 | 05:37 | 06:40 | 07:13 | 07:39 | 10:44 | 00:59 | 00:44 | |
Chainmail | 11 | 91.67% | 61.1 | 54.55% | -45.45% | +12.12% | +12.12% | 0.00% | 06:45 | 05:14 | 06:01 | 06:39 | 07:10 | 09:59 | 01:08 | 00:50 | |
Cornucopia | 2 | 16.67% | 58.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:54 | 38:42 | 40:47 | 42:53 | 44:59 | 47:05 | 04:11 | 03:06 | |
Ring of Tarrasque | 2 | 16.67% | 55.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:54 | 38:43 | 40:48 | 42:54 | 44:59 | 47:05 | 04:11 | 03:05 | |
Refresher Orb | 2 | 16.67% | 52.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:55 | 38:43 | 40:48 | 42:54 | 45:00 | 47:06 | 04:11 | 03:06 | |
Gleipnir | 7 | 58.33% | 50.0 | 57.14% | -2.86% | +42.86% | -57.14% | -18.35% | 21:41 | 16:33 | 18:53 | 23:02 | 24:20 | 25:44 | 05:27 | 04:02 | |
Rod of Atos | 7 | 58.33% | 47.2 | 57.14% | -2.86% | +42.86% | -57.14% | -14.29% | 20:42 | 16:33 | 17:13 | 19:44 | 24:13 | 25:44 | 07:00 | 05:11 | |
Quelling Blade | 10 | 83.33% | 44.4 | 50.00% | -50.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Null Talisman | 4 | 33.33% | 41.7 | 50.00% | -12.50% | -50.00% | +50.00% | 11.76% | 07:27 | 02:22 | 02:28 | 05:59 | 10:58 | 15:26 | 08:30 | 06:17 | |
Diadem | 1 | 8.33% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 8.33% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:17 | 48:17 | 48:17 | 48:17 | 48:17 | 48:17 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 8.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 00:00 | 00:00 | |
Butterfly | 1 | 8.33% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 00:00 | 00:00 | |
Blade Mail | 1 | 8.33% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 00:00 | 00:00 | |
Manta Style | 1 | 8.33% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 8.33% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 | |
Power Treads | 1 | 8.33% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 00:00 | 00:00 | |
Wind Lace | 2 | 16.67% | 16.7 | 50.00% | -10.00% | +50.00% | -50.00% | 0.00% | 05:31 | 04:40 | 05:05 | 05:30 | 05:55 | 06:21 | 00:50 | 00:37 | |
Blink Dagger | 2 | 16.67% | 13.9 | 50.00% | -10.00% | +50.00% | -50.00% | 0.00% | 35:00 | 25:57 | 30:28 | 35:00 | 39:31 | 44:03 | 09:03 | 06:42 | |
Yasha | 3 | 25.00% | 11.1 | 33.33% | -33.34% | -33.33% | -33.33% | 0.00% | 25:08 | 18:29 | 23:20 | 28:12 | 28:27 | 28:43 | 05:07 | 03:47 | |
Sange | 3 | 25.00% | 8.3 | 33.33% | -33.34% | -33.33% | +66.67% | 0.00% | 26:42 | 14:52 | 23:10 | 31:28 | 32:37 | 33:47 | 09:27 | 07:00 | |
Drum of Endurance | 1 | 8.33% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:20 | 09:20 | 09:20 | 09:20 | 09:20 | 09:20 | 00:00 | 00:00 | |
Sange and Yasha | 2 | 16.67% | 2.8 | 0.00% | -70.00% | 0.00% | 0.00% | 0.00% | 25:19 | 18:45 | 22:02 | 25:19 | 28:36 | 31:53 | 06:34 | 04:51 |