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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 | |
Aghanim's Scepter | 6 | 25.00% | 100.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 29:46 | 19:52 | 23:56 | 26:56 | 36:41 | 36:46 | 12:45 | 09:26 | |
Magic Wand | 21 | 87.50% | 97.3 | 71.43% | +38.10% | +8.57% | -11.43% | -3.55% | 12:24 | 08:01 | 09:09 | 12:01 | 14:47 | 23:59 | 05:38 | 04:10 | |
Boots of Speed | 24 | 100.00% | 94.6 | 66.67% | +66.67% | +16.66% | -16.67% | -9.90% | 06:06 | -01:29 | 04:26 | 06:30 | 07:48 | 09:31 | 03:22 | 02:29 | |
Magic Stick | 24 | 100.00% | 91.9 | 66.67% | +66.67% | 0.00% | 0.00% | 0.00% | 04:04 | -01:29 | -01:29 | 02:12 | 08:13 | 12:19 | 09:42 | 07:11 | |
Fluffy Hat | 19 | 79.17% | 89.2 | 68.42% | +8.42% | +11.58% | +31.58% | 5.11% | 15:07 | 07:04 | 11:12 | 12:40 | 15:07 | 46:23 | 03:55 | 02:54 | |
Wind Lace | 23 | 95.83% | 86.5 | 65.22% | -34.78% | +1.45% | +1.45% | 0.00% | 03:39 | -01:30 | -01:29 | 03:59 | 06:37 | 11:15 | 08:06 | 06:00 | |
Tranquil Boots | 23 | 95.83% | 83.8 | 65.22% | -34.78% | +1.45% | +18.11% | 4.54% | 09:34 | 05:38 | 07:33 | 09:12 | 11:13 | 16:52 | 03:40 | 02:42 | |
Force Staff | 18 | 75.00% | 81.1 | 66.67% | 0.00% | +13.33% | +33.33% | 3.03% | 23:53 | 15:12 | 19:16 | 23:06 | 25:52 | 46:23 | 06:36 | 04:53 | |
Ring of Health | 3 | 12.50% | 78.4 | 100.00% | +38.10% | 0.00% | 0.00% | 0.00% | 38:48 | 24:21 | 24:21 | 43:29 | 48:35 | 48:35 | 24:14 | 17:57 | |
Aghanim's Shard | 4 | 16.67% | 75.7 | 75.00% | +10.00% | +25.00% | -75.00% | -7.64% | 31:48 | 21:35 | 21:35 | 30:17 | 34:40 | 40:40 | 13:05 | 09:41 | |
Chainmail | 4 | 16.67% | 73.0 | 75.00% | +10.00% | +25.00% | +25.00% | 0.00% | 21:35 | 17:59 | 17:59 | 19:11 | 22:00 | 27:08 | 04:01 | 02:58 | |
Drum of Endurance | 2 | 8.33% | 70.3 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 33:24 | 32:21 | 32:21 | 34:26 | 34:26 | 34:26 | 02:05 | 01:32 | |
Ring of Basilius | 2 | 8.33% | 67.6 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 19:24 | 17:16 | 17:16 | 21:32 | 21:32 | 21:32 | 04:16 | 03:09 | |
Void Stone | 2 | 8.33% | 64.9 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 39:23 | 33:49 | 33:49 | 44:57 | 44:57 | 44:57 | 11:08 | 08:14 | |
Lotus Orb | 2 | 8.33% | 62.2 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 46:12 | 43:47 | 43:47 | 48:36 | 48:36 | 48:36 | 04:49 | 03:34 | |
Glimmer Cape | 3 | 12.50% | 59.5 | 66.67% | 0.00% | -66.67% | 0.00% | 14.98% | 29:37 | 27:06 | 27:06 | 30:11 | 31:33 | 31:33 | 04:27 | 03:17 | |
Ghost Scepter | 3 | 12.50% | 56.8 | 66.67% | 0.00% | +33.33% | 0.00% | -1.69% | 37:58 | 30:05 | 30:05 | 33:59 | 49:51 | 49:51 | 19:46 | 14:38 | |
Hood of Defiance | 1 | 4.17% | 54.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 | |
Veil of Discord | 1 | 4.17% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 00:00 | 00:00 | |
Crown | 1 | 4.17% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 00:00 | 00:00 | |
Wraith Pact | 1 | 4.17% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:18 | 28:18 | 28:18 | 28:18 | 28:18 | 28:18 | 00:00 | 00:00 | |
Blink Dagger | 1 | 4.17% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 4.17% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 00:00 | 00:00 | |
Blade Mail | 1 | 4.17% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 00:00 | 00:00 | |
Black King Bar | 1 | 4.17% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 45:28 | 00:00 | 00:00 | |
Headdress | 1 | 4.17% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 4.17% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:46 | 30:46 | 30:46 | 30:46 | 30:46 | 30:46 | 00:00 | 00:00 | |
Buckler | 1 | 4.17% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 4.17% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:25 | 25:25 | 25:25 | 25:25 | 25:25 | 25:25 | 00:00 | 00:00 | |
Boots of Travel | 1 | 4.17% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:58 | 51:58 | 51:58 | 51:58 | 51:58 | 51:58 | 00:00 | 00:00 | |
Morbid Mask | 1 | 4.17% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:17 | 23:17 | 23:17 | 23:17 | 23:17 | 23:17 | 00:00 | 00:00 | |
Quelling Blade | 1 | 4.17% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Wraith Band | 2 | 8.33% | 13.5 | 50.00% | -18.18% | +50.00% | 0.00% | 0.00% | 42:45 | 34:55 | 34:55 | 50:35 | 50:35 | 50:35 | 15:40 | 11:36 | |
Ring of Protection | 2 | 8.33% | 10.8 | 50.00% | -18.18% | -50.00% | 0.00% | 0.00% | 15:52 | 10:13 | 10:13 | 21:31 | 21:31 | 21:31 | 11:18 | 08:22 | |
Null Talisman | 1 | 4.17% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 4.17% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:34 | 25:34 | 25:34 | 25:34 | 25:34 | 25:34 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 4.17% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 00:00 | 00:00 |