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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 | |
Orb of Venom | 13 | 59.09% | 100.0 | 76.92% | +43.59% | -10.25% | -10.25% | 0.00% | 01:27 | -01:29 | -01:29 | 00:51 | 03:17 | 08:28 | 04:46 | 03:31 | |
Chainmail | 4 | 18.18% | 97.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 06:27 | 05:43 | 05:43 | 06:11 | 06:52 | 07:00 | 01:09 | 00:51 | |
Phase Boots | 4 | 18.18% | 95.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 07:04 | 06:27 | 06:27 | 06:37 | 07:30 | 07:40 | 01:03 | 00:46 | |
Skull Basher | 7 | 31.82% | 93.5 | 85.71% | +39.04% | +14.29% | +14.29% | 0.00% | 34:37 | 27:28 | 28:19 | 32:27 | 37:48 | 45:53 | 09:29 | 07:01 | |
Blight Stone | 9 | 40.91% | 91.3 | 77.78% | +31.63% | -27.78% | +22.22% | 5.45% | 13:11 | 06:43 | 07:47 | 08:54 | 16:57 | 26:21 | 09:10 | 06:47 | |
Magic Wand | 13 | 59.09% | 89.1 | 69.23% | +24.79% | -2.56% | -35.90% | -3.38% | 09:58 | 01:47 | 03:49 | 08:35 | 13:41 | 22:07 | 09:52 | 07:18 | |
Orb of Corrosion | 6 | 27.27% | 87.0 | 83.33% | +33.33% | -33.33% | +16.67% | 40.00% | 09:08 | 07:27 | 08:32 | 09:19 | 09:47 | 10:00 | 01:15 | 00:55 | |
Fluffy Hat | 6 | 27.27% | 84.8 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 07:56 | 06:43 | 06:56 | 07:47 | 08:54 | 09:02 | 01:58 | 01:27 | |
Wraith Band | 15 | 68.18% | 82.6 | 66.67% | +23.81% | +8.33% | +8.33% | 0.00% | 03:15 | -01:29 | 01:31 | 02:07 | 03:58 | 11:40 | 02:27 | 01:48 | |
Boots of Speed | 20 | 90.91% | 80.4 | 60.00% | +10.00% | 0.00% | +40.00% | 40.00% | 02:40 | 01:26 | 02:07 | 02:41 | 03:02 | 04:13 | 00:55 | 00:40 | |
Black King Bar | 19 | 86.36% | 78.3 | 57.89% | -8.78% | +22.11% | +22.11% | 0.00% | 21:42 | 17:22 | 18:45 | 20:36 | 23:20 | 31:56 | 04:35 | 03:23 | |
Magic Stick | 17 | 77.27% | 76.1 | 58.82% | -1.18% | -8.82% | +16.18% | 4.36% | 03:20 | -01:29 | -01:29 | 01:26 | 07:13 | 21:15 | 08:42 | 06:26 | |
Eye of Skadi | 5 | 22.73% | 73.9 | 80.00% | +27.06% | +20.00% | +20.00% | 0.00% | 34:22 | 27:15 | 27:15 | 33:23 | 39:21 | 40:43 | 12:06 | 08:57 | |
Quelling Blade | 17 | 77.27% | 71.7 | 52.94% | -27.06% | +47.06% | -27.94% | 0.00% | -01:04 | -01:29 | -01:29 | -01:29 | -01:29 | 05:32 | 00:00 | 00:00 | |
Crystalys | 8 | 36.36% | 69.6 | 62.50% | +5.36% | -12.50% | -12.50% | 0.00% | 30:31 | 25:57 | 26:49 | 29:34 | 32:14 | 37:27 | 05:25 | 04:00 | |
Power Treads | 16 | 72.73% | 67.4 | 50.00% | -33.33% | -25.00% | 0.00% | 19.23% | 07:05 | 04:38 | 05:09 | 06:09 | 06:27 | 17:18 | 01:18 | 00:57 | |
Echo Sabre | 6 | 27.27% | 65.2 | 66.67% | +10.42% | -16.67% | -66.67% | -16.67% | 13:46 | 10:32 | 12:02 | 12:40 | 15:02 | 18:38 | 03:00 | 02:13 | |
Desolator | 4 | 18.18% | 63.0 | 75.00% | +19.44% | -75.00% | +25.00% | 11.45% | 23:29 | 17:13 | 17:13 | 22:01 | 25:57 | 28:44 | 08:44 | 06:28 | |
Daedalus | 4 | 18.18% | 60.9 | 75.00% | +19.44% | +25.00% | -75.00% | -22.30% | 33:06 | 29:22 | 29:22 | 32:15 | 33:51 | 36:54 | 04:29 | 03:19 | |
Aghanim's Scepter | 9 | 40.91% | 58.7 | 55.56% | -5.98% | +44.44% | -55.56% | -22.30% | 25:27 | 20:37 | 22:49 | 25:57 | 27:18 | 29:12 | 04:29 | 03:19 | |
Diffusal Blade | 2 | 9.09% | 56.5 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 20:44 | 17:25 | 17:25 | 24:03 | 24:03 | 24:03 | 06:38 | 04:54 | |
Abyssal Blade | 2 | 9.09% | 54.3 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 41:26 | 37:19 | 37:19 | 45:33 | 45:33 | 45:33 | 08:14 | 06:05 | |
Void Stone | 10 | 45.45% | 52.2 | 50.00% | -16.67% | +16.67% | 0.00% | -5.53% | 14:22 | 07:56 | 10:01 | 11:31 | 13:02 | 40:46 | 03:01 | 02:14 | |
Battle Fury | 10 | 45.45% | 50.0 | 50.00% | -16.67% | -16.67% | 0.00% | 4.86% | 14:32 | 11:10 | 12:34 | 15:01 | 16:00 | 16:29 | 03:26 | 02:32 | |
Ring of Health | 10 | 45.45% | 47.8 | 50.00% | -16.67% | +16.67% | 0.00% | -11.50% | 15:37 | 08:04 | 12:05 | 12:46 | 13:32 | 45:17 | 01:27 | 01:04 | |
Mage Slayer | 3 | 13.64% | 45.7 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 25:22 | 21:10 | 21:10 | 24:56 | 30:01 | 30:01 | 08:51 | 06:33 | |
Helm of Iron Will | 3 | 13.64% | 43.5 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 36:10 | 29:08 | 29:08 | 35:39 | 43:43 | 43:43 | 14:35 | 10:48 | |
Nullifier | 3 | 13.64% | 41.3 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 36:51 | 29:20 | 29:20 | 35:51 | 45:23 | 45:23 | 16:03 | 11:53 | |
Silver Edge | 1 | 4.55% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 | |
Wind Lace | 1 | 4.55% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 00:00 | 00:00 | |
Bloodthorn | 1 | 4.55% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 4.55% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 | |
Blink Dagger | 1 | 4.55% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 00:00 | 00:00 | |
Shadow Blade | 1 | 4.55% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 00:00 | 00:00 | |
Manta Style | 1 | 4.55% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 | |
Vanguard | 1 | 4.55% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 4.55% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 00:00 | 00:00 | |
Bottle | 1 | 4.55% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 00:00 | 00:00 | |
Cornucopia | 1 | 4.55% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 00:00 | 00:00 | |
Yasha | 2 | 9.09% | 15.2 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 22:15 | 14:42 | 14:42 | 29:48 | 29:48 | 29:48 | 15:06 | 11:11 | |
Mjollnir | 2 | 9.09% | 13.0 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 30:34 | 27:26 | 27:26 | 33:42 | 33:42 | 33:42 | 06:16 | 04:38 | |
Maelstrom | 3 | 13.64% | 10.9 | 33.33% | -29.83% | -33.33% | 0.00% | 0.00% | 16:25 | 12:43 | 12:43 | 13:19 | 23:14 | 23:14 | 10:31 | 07:47 | |
Javelin | 3 | 13.64% | 8.7 | 33.33% | -29.83% | -33.33% | 0.00% | 0.00% | 14:56 | 08:23 | 08:23 | 13:11 | 23:14 | 23:14 | 14:51 | 11:00 | |
Butterfly | 1 | 4.55% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 00:00 | 00:00 | |
Harpoon | 1 | 4.55% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 00:00 | 00:00 | |
Diadem | 1 | 4.55% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 00:00 | 00:00 |