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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 | |
Octarine Core | 3 | 9.38% | 100.0 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 38:24 | 31:50 | 31:50 | 36:47 | 46:35 | 46:35 | 14:45 | 10:55 | |
Quelling Blade | 17 | 53.13% | 98.3 | 58.82% | +25.49% | -8.82% | +16.18% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Mekansm | 11 | 34.38% | 96.6 | 63.64% | +25.54% | +3.03% | +3.03% | 0.00% | 11:57 | 08:47 | 10:00 | 11:38 | 12:44 | 16:17 | 02:44 | 02:01 | |
Ring of Protection | 9 | 28.13% | 94.9 | 66.67% | +27.54% | -16.67% | -16.67% | 0.00% | 23:59 | 10:41 | 17:39 | 20:44 | 29:44 | 36:43 | 12:05 | 08:57 | |
Guardian Greaves | 5 | 15.63% | 93.2 | 80.00% | +39.26% | -80.00% | +20.00% | 23.90% | 26:24 | 20:42 | 20:42 | 20:57 | 24:53 | 44:38 | 04:11 | 03:05 | |
Boots of Speed | 32 | 100.00% | 91.5 | 46.88% | +46.88% | -9.38% | -9.38% | 0.00% | 04:35 | -01:29 | 02:54 | 04:19 | 06:20 | 09:00 | 03:26 | 02:32 | |
Chainmail | 14 | 43.75% | 89.8 | 57.14% | +18.25% | -7.14% | -23.81% | -3.17% | 11:58 | 04:04 | 08:32 | 10:00 | 13:48 | 30:17 | 05:16 | 03:54 | |
Headdress | 19 | 59.38% | 88.1 | 52.63% | +14.17% | +7.37% | -12.63% | -2.80% | 11:39 | 06:05 | 07:09 | 10:40 | 14:18 | 21:09 | 07:09 | 05:17 | |
Blink Dagger | 31 | 96.88% | 86.4 | 45.16% | -54.84% | -7.66% | +4.84% | 2.60% | 17:56 | 10:49 | 13:45 | 16:41 | 18:34 | 31:54 | 04:49 | 03:34 | |
Void Stone | 10 | 31.25% | 84.7 | 60.00% | +19.09% | +40.00% | -60.00% | -10.89% | 34:01 | 23:04 | 29:18 | 34:59 | 38:29 | 42:39 | 09:11 | 06:48 | |
Arcane Boots | 15 | 46.88% | 83.1 | 53.33% | +12.15% | -28.33% | -3.33% | 10.64% | 07:14 | 03:27 | 04:42 | 05:58 | 07:03 | 24:56 | 02:21 | 01:44 | |
Magic Wand | 30 | 93.75% | 81.4 | 43.33% | -56.67% | +6.67% | -14.76% | -3.72% | 06:43 | -01:29 | 02:45 | 05:52 | 08:31 | 30:48 | 05:46 | 04:16 | |
Force Staff | 8 | 25.00% | 79.7 | 62.50% | +20.83% | +37.50% | -12.50% | -5.14% | 32:02 | 17:20 | 24:49 | 25:54 | 34:33 | 1:03:28 | 09:44 | 07:12 | |
Harpoon | 8 | 25.00% | 78.0 | 62.50% | +20.83% | -62.50% | -12.50% | 7.61% | 20:07 | 14:57 | 15:07 | 21:30 | 21:41 | 25:38 | 06:34 | 04:51 | |
Diadem | 8 | 25.00% | 76.3 | 62.50% | +20.83% | -62.50% | -12.50% | 6.38% | 19:16 | 13:25 | 13:28 | 19:42 | 21:18 | 25:08 | 07:50 | 05:48 | |
Buckler | 8 | 25.00% | 74.6 | 62.50% | +20.83% | -12.50% | -12.50% | 0.00% | 25:46 | 17:39 | 18:54 | 20:44 | 29:44 | 36:43 | 10:50 | 08:01 | |
Magic Stick | 25 | 78.13% | 72.9 | 44.00% | -13.14% | -10.67% | +6.00% | 12.35% | 01:19 | -01:29 | -01:29 | 01:29 | 02:50 | 07:10 | 04:19 | 03:11 | |
Black King Bar | 17 | 53.13% | 71.2 | 47.06% | +0.39% | +2.94% | -22.06% | -1.95% | 28:04 | 18:39 | 20:30 | 28:01 | 33:19 | 39:19 | 12:49 | 09:29 | |
Fluffy Hat | 9 | 28.13% | 69.5 | 55.56% | +12.08% | -5.56% | -5.56% | 0.00% | 29:16 | 17:20 | 18:23 | 24:39 | 34:33 | 1:03:28 | 16:10 | 11:58 | |
Ring of Health | 15 | 46.88% | 67.8 | 46.67% | -0.39% | -46.67% | +28.33% | 39.82% | 08:15 | 01:59 | 02:52 | 03:28 | 04:45 | 38:17 | 01:53 | 01:23 | |
Aether Lens | 7 | 21.88% | 66.1 | 57.14% | +13.14% | +42.86% | -7.14% | -5.91% | 34:44 | 27:52 | 29:24 | 34:59 | 37:52 | 42:39 | 08:28 | 06:16 | |
Echo Sabre | 10 | 31.25% | 64.4 | 50.00% | +4.55% | +16.67% | 0.00% | -7.81% | 12:27 | 09:54 | 11:20 | 12:30 | 13:28 | 15:18 | 02:08 | 01:34 | |
Power Treads | 17 | 53.13% | 62.7 | 41.18% | -12.15% | +8.82% | +8.82% | 0.00% | 08:30 | 05:29 | 06:36 | 08:33 | 09:29 | 11:29 | 02:53 | 02:08 | |
Wind Lace | 8 | 25.00% | 61.0 | 50.00% | +4.17% | 0.00% | 0.00% | 0.00% | 11:36 | -01:29 | -01:29 | 12:42 | 18:39 | 25:53 | 20:08 | 14:54 | |
Bracer | 5 | 15.63% | 59.3 | 60.00% | +15.56% | +40.00% | -60.00% | -80.00% | 03:55 | 01:57 | 01:57 | 02:39 | 03:12 | 09:43 | 01:15 | 00:55 | |
Aghanim's Shard | 5 | 15.63% | 57.6 | 60.00% | +15.56% | +40.00% | -60.00% | -3.67% | 39:10 | 21:09 | 21:09 | 37:16 | 48:25 | 1:03:47 | 27:16 | 20:11 | |
Shadow Blade | 5 | 15.63% | 55.9 | 60.00% | +15.56% | +40.00% | -60.00% | -6.37% | 29:38 | 15:59 | 15:59 | 26:36 | 31:41 | 49:35 | 15:42 | 11:37 | |
Pipe of Insight | 10 | 31.25% | 54.2 | 40.00% | -10.00% | -6.67% | +10.00% | 2.16% | 21:42 | 14:24 | 15:56 | 21:07 | 23:38 | 34:01 | 07:42 | 05:42 | |
Vanguard | 10 | 31.25% | 52.5 | 40.00% | -10.00% | -40.00% | +60.00% | 52.17% | 06:09 | 04:21 | 05:19 | 05:50 | 07:14 | 07:57 | 01:55 | 01:25 | |
Aghanim's Scepter | 1 | 3.13% | 50.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 | |
Lotus Orb | 1 | 3.13% | 49.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 31:23 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 3.13% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 | |
Boots of Travel | 1 | 3.13% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 3.13% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 00:00 | 00:00 | |
Hand of Midas | 1 | 3.13% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 3.13% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 00:00 | 00:00 | |
Wraith Band | 8 | 25.00% | 39.0 | 25.00% | -29.17% | +25.00% | +25.00% | 0.00% | 08:29 | 00:33 | 02:11 | 05:08 | 09:12 | 26:34 | 07:01 | 05:11 | |
Manta Style | 2 | 6.25% | 37.3 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 35:01 | 32:20 | 32:20 | 37:41 | 37:41 | 37:41 | 05:21 | 03:57 | |
Crystalys | 2 | 6.25% | 35.6 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 21:47 | 17:51 | 17:51 | 25:43 | 25:43 | 25:43 | 07:52 | 05:49 | |
Assault Cuirass | 2 | 6.25% | 33.9 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 29:02 | 28:04 | 28:04 | 29:59 | 29:59 | 29:59 | 01:55 | 01:25 | |
Refresher Orb | 2 | 6.25% | 32.2 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 55:25 | 40:31 | 40:31 | 1:10:19 | 1:10:19 | 1:10:19 | 29:48 | 22:04 | |
Scythe of Vyse | 2 | 6.25% | 30.5 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 49:48 | 38:36 | 38:36 | 60:59 | 60:59 | 60:59 | 22:23 | 16:34 | |
Silver Edge | 2 | 6.25% | 28.8 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 22:44 | 18:46 | 18:46 | 26:42 | 26:42 | 26:42 | 07:56 | 05:52 | |
Yasha | 3 | 9.38% | 27.1 | 33.33% | -14.95% | -33.33% | 0.00% | 0.00% | 26:10 | 17:05 | 17:05 | 25:47 | 35:39 | 35:39 | 18:34 | 13:45 | |
Medallion of Courage | 3 | 9.38% | 25.4 | 33.33% | -14.95% | -33.33% | 0.00% | 0.00% | 21:49 | 17:35 | 17:35 | 17:35 | 30:17 | 30:17 | 12:42 | 09:24 | |
Solar Crest | 3 | 9.38% | 23.7 | 33.33% | -14.95% | -33.33% | 0.00% | 0.00% | 24:20 | 19:21 | 19:21 | 23:10 | 30:29 | 30:29 | 11:08 | 08:14 | |
Blight Stone | 3 | 9.38% | 22.0 | 33.33% | -14.95% | -33.33% | 0.00% | 0.00% | 21:49 | 17:35 | 17:35 | 17:35 | 30:17 | 30:17 | 12:42 | 09:24 | |
Crown | 3 | 9.38% | 20.3 | 33.33% | -14.95% | -33.33% | 0.00% | 0.00% | 23:40 | 19:20 | 19:20 | 21:23 | 30:17 | 30:17 | 10:57 | 08:06 | |
Bottle | 4 | 12.50% | 18.6 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 01:39 | 01:13 | 01:13 | 01:38 | 01:49 | 01:54 | 00:36 | 00:26 | |
Javelin | 1 | 3.13% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 | |
Helm of Iron Will | 2 | 6.25% | 15.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 19:27 | 15:05 | 15:05 | 23:49 | 23:49 | 23:49 | 08:44 | 06:28 | |
Sange | 1 | 3.13% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 | |
Crimson Guard | 2 | 6.25% | 11.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 21:39 | 16:53 | 16:53 | 26:25 | 26:25 | 26:25 | 09:32 | 07:03 | |
Ghost Scepter | 1 | 3.13% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 | |
Sange and Yasha | 1 | 3.13% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 | |
Monkey King Bar | 1 | 3.13% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 00:00 | 00:00 | |
Linken's Sphere | 2 | 6.25% | 5.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 48:09 | 42:38 | 42:38 | 53:39 | 53:39 | 53:39 | 11:01 | 08:09 | |
Ring of Basilius | 1 | 3.13% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 00:00 | 00:00 | |
Cornucopia | 3 | 9.38% | 1.7 | 0.00% | -51.72% | 0.00% | 0.00% | 0.00% | 55:22 | 42:19 | 42:19 | 53:29 | 1:10:19 | 1:10:19 | 28:00 | 20:44 |