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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 | |
Scythe of Vyse | 4 | 36.36% | 100.0 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 44:18 | 33:06 | 33:06 | 35:32 | 40:50 | 1:07:43 | 07:44 | 05:43 | |
Aghanim's Shard | 6 | 54.55% | 97.4 | 83.33% | +63.33% | -33.33% | +16.67% | 5.61% | 32:03 | 16:42 | 24:45 | 24:51 | 33:40 | 59:56 | 08:55 | 06:36 | |
Magic Stick | 8 | 72.73% | 94.9 | 75.00% | +75.00% | -25.00% | +25.00% | 15.79% | 02:46 | -01:29 | -01:29 | 02:29 | 04:39 | 07:16 | 06:08 | 04:32 | |
Ring of Health | 5 | 45.45% | 92.3 | 80.00% | +46.67% | -80.00% | +20.00% | 5.81% | 25:54 | 12:37 | 12:37 | 27:46 | 29:49 | 41:19 | 17:12 | 12:44 | |
Void Stone | 5 | 45.45% | 89.7 | 80.00% | +46.67% | -80.00% | +20.00% | 5.77% | 29:51 | 18:13 | 18:13 | 30:28 | 35:32 | 37:14 | 17:19 | 12:49 | |
Black King Bar | 5 | 45.45% | 87.2 | 80.00% | +46.67% | -80.00% | +20.00% | 27.40% | 27:20 | 18:45 | 18:45 | 21:57 | 22:24 | 52:53 | 03:39 | 02:42 | |
Magic Wand | 9 | 81.82% | 84.6 | 66.67% | +66.67% | -16.67% | +33.33% | 14.08% | 04:09 | -01:29 | 02:13 | 03:56 | 05:46 | 07:59 | 03:33 | 02:37 | |
Boots of Speed | 11 | 100.00% | 82.1 | 54.55% | +54.55% | +12.12% | +12.12% | 0.00% | 04:07 | 02:47 | 03:01 | 03:36 | 04:11 | 09:12 | 01:10 | 00:51 | |
Blink Dagger | 2 | 18.18% | 79.5 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 32:16 | 27:30 | 27:30 | 37:02 | 37:02 | 37:02 | 09:32 | 07:03 | |
Ghost Scepter | 2 | 18.18% | 76.9 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 31:44 | 27:59 | 27:59 | 35:28 | 35:28 | 35:28 | 07:29 | 05:32 | |
Wind Lace | 2 | 18.18% | 74.4 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 06:18 | 05:23 | 05:23 | 07:13 | 07:13 | 07:13 | 01:50 | 01:21 | |
Boots of Travel | 2 | 18.18% | 71.8 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 40:44 | 39:25 | 39:25 | 42:03 | 42:03 | 42:03 | 02:38 | 01:57 | |
Shiva's Guard | 2 | 18.18% | 69.2 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 29:39 | 29:32 | 29:32 | 29:46 | 29:46 | 29:46 | 00:14 | 00:10 | |
Fluffy Hat | 2 | 18.18% | 66.7 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 20:42 | 08:11 | 08:11 | 33:12 | 33:12 | 33:12 | 25:01 | 18:31 | |
Arcane Boots | 8 | 72.73% | 64.1 | 50.00% | -16.67% | 0.00% | 0.00% | 0.00% | 07:16 | 05:06 | 05:19 | 06:47 | 07:08 | 11:38 | 01:49 | 01:20 | |
Chainmail | 6 | 54.55% | 61.5 | 50.00% | -10.00% | 0.00% | +50.00% | 22.22% | 09:41 | 08:16 | 08:29 | 09:44 | 10:44 | 10:52 | 02:15 | 01:40 | |
Mekansm | 6 | 54.55% | 59.0 | 50.00% | -10.00% | -50.00% | +50.00% | 42.25% | 11:36 | 10:04 | 10:35 | 10:46 | 12:57 | 13:18 | 02:22 | 01:45 | |
Headdress | 6 | 54.55% | 56.4 | 50.00% | -10.00% | 0.00% | -50.00% | -26.09% | 09:37 | 07:21 | 08:16 | 08:56 | 10:11 | 12:57 | 01:55 | 01:25 | |
Buckler | 6 | 54.55% | 53.8 | 50.00% | -10.00% | 0.00% | +50.00% | 31.58% | 12:19 | 10:04 | 11:55 | 12:01 | 13:30 | 13:53 | 01:35 | 01:10 | |
Ring of Protection | 6 | 54.55% | 51.3 | 50.00% | -10.00% | 0.00% | +50.00% | 10.14% | 10:54 | 07:37 | 08:16 | 09:59 | 13:12 | 13:53 | 04:56 | 03:39 | |
Guardian Greaves | 6 | 54.55% | 48.7 | 50.00% | -10.00% | +50.00% | -50.00% | -30.46% | 17:08 | 14:19 | 14:31 | 14:39 | 17:48 | 24:39 | 03:17 | 02:25 | |
Kaya and Sange | 3 | 27.27% | 46.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 18:13 | 14:23 | 14:23 | 17:03 | 23:14 | 23:14 | 08:51 | 06:33 | |
Bottle | 3 | 27.27% | 43.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 01:26 | 01:05 | 01:05 | 01:22 | 01:52 | 01:52 | 00:47 | 00:34 | |
Sange | 3 | 27.27% | 41.0 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 18:08 | 14:23 | 14:23 | 17:03 | 22:58 | 22:58 | 08:35 | 06:21 | |
Wraith Band | 7 | 63.64% | 38.5 | 42.86% | -32.14% | +7.14% | +7.14% | 0.00% | 02:30 | 01:48 | 01:58 | 02:03 | 02:04 | 05:25 | 00:06 | 00:04 | |
Kaya | 4 | 36.36% | 35.9 | 50.00% | -7.14% | -50.00% | -50.00% | 0.00% | 13:36 | 11:24 | 11:24 | 12:54 | 14:00 | 16:05 | 02:36 | 01:55 | |
Lotus Orb | 1 | 9.09% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 00:00 | 00:00 | |
Crimson Guard | 1 | 9.09% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 | |
Force Staff | 1 | 9.09% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 9.09% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 9.09% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 00:00 | 00:00 | |
Vanguard | 1 | 9.09% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 | |
Refresher Orb | 1 | 9.09% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 9.09% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 | |
Hood of Defiance | 2 | 18.18% | 12.8 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 15:28 | 12:50 | 12:50 | 18:05 | 18:05 | 18:05 | 05:15 | 03:53 | |
Pipe of Insight | 2 | 18.18% | 10.3 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 18:49 | 17:14 | 17:14 | 20:24 | 20:24 | 20:24 | 03:10 | 02:20 | |
Null Talisman | 2 | 18.18% | 7.7 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 02:57 | 02:33 | 02:33 | 03:21 | 03:21 | 03:21 | 00:48 | 00:35 | |
Quelling Blade | 2 | 18.18% | 5.1 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Aether Lens | 1 | 9.09% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 00:00 | 00:00 |