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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 | |
Diadem | 4 | 26.67% | 100.0 | 75.00% | +38.64% | +25.00% | +25.00% | 0.00% | 32:40 | 24:23 | 24:23 | 24:26 | 30:04 | 51:47 | 05:41 | 04:12 | |
Harpoon | 4 | 26.67% | 97.1 | 75.00% | +38.64% | -75.00% | +25.00% | 15.87% | 33:18 | 24:45 | 24:45 | 24:53 | 31:03 | 52:32 | 06:18 | 04:40 | |
Drum of Endurance | 2 | 13.33% | 94.1 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 15:53 | 14:57 | 14:57 | 16:48 | 16:48 | 16:48 | 01:51 | 01:22 | |
Wind Lace | 2 | 13.33% | 91.2 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 | |
Boots of Speed | 15 | 100.00% | 88.2 | 46.67% | +46.67% | +3.33% | +3.33% | 0.00% | 03:32 | 01:25 | 02:25 | 02:50 | 04:03 | 06:46 | 01:38 | 01:12 | |
Aghanim's Scepter | 12 | 80.00% | 85.3 | 50.00% | +16.67% | +16.67% | -16.67% | -4.04% | 25:26 | 17:18 | 20:06 | 23:34 | 28:21 | 39:43 | 08:15 | 06:06 | |
Magic Wand | 13 | 86.67% | 82.4 | 46.15% | -3.85% | -12.82% | -12.82% | 0.00% | 08:16 | 00:59 | 06:33 | 07:44 | 08:46 | 15:30 | 02:13 | 01:38 | |
Echo Sabre | 13 | 86.67% | 79.4 | 46.15% | -3.85% | +20.52% | -12.82% | -6.25% | 19:11 | 12:17 | 13:36 | 17:32 | 18:56 | 48:54 | 05:20 | 03:57 | |
Wraith Band | 10 | 66.67% | 76.5 | 50.00% | +10.00% | -16.67% | +50.00% | 28.78% | 04:05 | 01:07 | 02:03 | 02:39 | 04:22 | 09:46 | 02:19 | 01:42 | |
Magic Stick | 14 | 93.33% | 73.5 | 42.86% | -57.14% | -17.86% | +23.81% | 41.67% | 00:30 | -01:29 | -01:29 | -01:29 | 01:47 | 08:12 | 03:16 | 02:25 | |
Aghanim's Shard | 11 | 73.33% | 70.6 | 45.45% | -4.55% | +21.22% | -12.12% | -6.47% | 23:40 | 18:15 | 21:22 | 22:05 | 26:31 | 28:37 | 05:09 | 03:48 | |
Black King Bar | 5 | 33.33% | 67.6 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 31:10 | 21:21 | 21:21 | 25:00 | 28:44 | 57:41 | 07:23 | 05:28 | |
Power Treads | 13 | 86.67% | 64.7 | 38.46% | -61.54% | -5.13% | -5.13% | 0.00% | 07:17 | 05:05 | 06:29 | 06:39 | 07:24 | 10:37 | 00:55 | 00:40 | |
Diffusal Blade | 10 | 66.67% | 61.8 | 40.00% | -20.00% | +60.00% | +10.00% | -15.96% | 14:08 | 11:58 | 12:39 | 13:57 | 15:47 | 15:57 | 03:08 | 02:19 | |
Eye of Skadi | 3 | 20.00% | 58.8 | 66.67% | +25.00% | -66.67% | 0.00% | 29.85% | 34:09 | 33:14 | 33:14 | 33:45 | 35:28 | 35:28 | 02:14 | 01:39 | |
Quelling Blade | 11 | 73.33% | 55.9 | 36.36% | -38.64% | -3.03% | -3.03% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Mage Slayer | 4 | 26.67% | 52.9 | 50.00% | +4.55% | +50.00% | +50.00% | 0.00% | 24:32 | 19:12 | 19:12 | 25:22 | 26:30 | 27:03 | 07:18 | 05:24 | |
Disperser | 1 | 6.67% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 45:55 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 6.67% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:48 | 59:48 | 59:48 | 59:48 | 59:48 | 59:48 | 00:00 | 00:00 | |
Javelin | 1 | 6.67% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 00:00 | 00:00 | |
Sange | 1 | 6.67% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 00:00 | 00:00 | |
Nullifier | 1 | 6.67% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:45 | 57:45 | 57:45 | 57:45 | 57:45 | 57:45 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 6.67% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 | |
Monkey King Bar | 1 | 6.67% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 00:00 | 00:00 | |
Silver Edge | 1 | 6.67% | 29.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:30 | 40:30 | 40:30 | 40:30 | 40:30 | 40:30 | 00:00 | 00:00 | |
Shadow Blade | 2 | 13.33% | 26.5 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 28:39 | 16:50 | 16:50 | 40:27 | 40:27 | 40:27 | 23:37 | 17:29 | |
Crystalys | 1 | 6.67% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:27 | 40:27 | 40:27 | 40:27 | 40:27 | 40:27 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 6.67% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 00:00 | 00:00 | |
Falcon Blade | 1 | 6.67% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 00:00 | 00:00 | |
Skull Basher | 1 | 6.67% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 6.67% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 | |
Refresher Orb | 1 | 6.67% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:12 | 1:04:12 | 1:04:12 | 1:04:12 | 1:04:12 | 1:04:12 | 00:00 | 00:00 | |
Bracer | 1 | 6.67% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:51 | 02:51 | 02:51 | 02:51 | 02:51 | 02:51 | 00:00 | 00:00 | |
Cornucopia | 2 | 13.33% | 2.9 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 38:56 | 34:46 | 34:46 | 43:05 | 43:05 | 43:05 | 08:19 | 06:09 |