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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 | 10 | 27.03% | 100.0 | 90.00% | +45.56% | +10.00% | +10.00% | 0.00% | 30:15 | 19:52 | 26:50 | 28:23 | 35:15 | 36:46 | 08:25 | 06:14 | |
Magic Wand | 33 | 89.19% | 97.5 | 60.61% | +35.61% | +14.39% | -23.11% | -6.74% | 12:00 | 02:19 | 09:13 | 12:01 | 14:47 | 23:59 | 05:34 | 04:07 | |
Magic Stick | 36 | 97.30% | 95.0 | 58.33% | +58.33% | +19.45% | -2.77% | -2.69% | 04:26 | -01:29 | 00:08 | 02:12 | 08:24 | 12:19 | 08:16 | 06:07 | |
Boots of Speed | 37 | 100.00% | 92.5 | 56.76% | +56.76% | +9.91% | -23.43% | -11.18% | 06:15 | -01:29 | 04:49 | 06:30 | 07:48 | 12:02 | 02:59 | 02:12 | |
Wind Lace | 35 | 94.59% | 90.0 | 57.14% | +7.14% | -12.70% | +9.53% | 3.64% | 04:24 | -01:30 | -01:29 | 05:08 | 07:35 | 12:16 | 09:04 | 06:42 | |
Tranquil Boots | 34 | 91.89% | 87.5 | 55.88% | -10.79% | -0.32% | +6.62% | 2.10% | 09:57 | 05:38 | 08:14 | 09:20 | 11:32 | 16:52 | 03:18 | 02:26 | |
Ring of Protection | 6 | 16.22% | 85.0 | 83.33% | +31.72% | +16.67% | +16.67% | 0.00% | 09:15 | -01:29 | -01:29 | -01:02 | 21:31 | 27:46 | 23:00 | 17:02 | |
Ring of Health | 3 | 8.11% | 82.5 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 38:48 | 24:21 | 24:21 | 43:29 | 48:35 | 48:35 | 24:14 | 17:57 | |
Buckler | 3 | 8.11% | 80.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 23:20 | 15:04 | 15:04 | 21:31 | 33:26 | 33:26 | 18:22 | 13:36 | |
Fluffy Hat | 29 | 78.38% | 77.5 | 51.72% | -23.28% | +33.99% | +5.42% | -4.80% | 16:39 | 07:04 | 11:29 | 14:15 | 17:26 | 46:23 | 05:57 | 04:24 | |
Force Staff | 27 | 72.97% | 75.0 | 51.85% | -18.15% | +5.29% | +5.29% | 0.00% | 24:57 | 15:12 | 20:26 | 23:32 | 29:22 | 46:23 | 08:56 | 06:37 | |
Ghost Scepter | 5 | 13.51% | 72.5 | 80.00% | +26.87% | +20.00% | +20.00% | 0.00% | 35:51 | 28:49 | 28:49 | 33:59 | 36:32 | 49:51 | 07:43 | 05:42 | |
Aghanim's Shard | 10 | 27.03% | 70.0 | 60.00% | +4.44% | +6.67% | -60.00% | -5.44% | 30:14 | 20:11 | 22:58 | 30:17 | 35:13 | 40:40 | 12:15 | 09:04 | |
Chainmail | 6 | 16.22% | 67.5 | 66.67% | +11.83% | -16.67% | +33.33% | 5.68% | 18:24 | 10:55 | 13:12 | 17:59 | 22:00 | 27:08 | 08:48 | 06:31 | |
Drum of Endurance | 4 | 10.81% | 65.0 | 75.00% | +20.45% | +25.00% | -75.00% | -12.40% | 33:55 | 26:22 | 26:22 | 32:21 | 34:26 | 42:32 | 08:04 | 05:58 | |
Lotus Orb | 2 | 5.41% | 62.5 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 46:12 | 43:47 | 43:47 | 48:36 | 48:36 | 48:36 | 04:49 | 03:34 | |
Blade Mail | 2 | 5.41% | 60.0 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 24:10 | 21:12 | 21:12 | 27:08 | 27:08 | 27:08 | 05:56 | 04:23 | |
Ring of Basilius | 2 | 5.41% | 57.5 | 100.00% | +45.71% | 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 | 5.41% | 55.0 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 39:23 | 33:49 | 33:49 | 44:57 | 44:57 | 44:57 | 11:08 | 08:14 | |
Glimmer Cape | 3 | 8.11% | 52.5 | 66.67% | +10.79% | -66.67% | 0.00% | 14.98% | 29:37 | 27:06 | 27:06 | 30:11 | 31:33 | 31:33 | 04:27 | 03:17 | |
Blink Dagger | 1 | 2.70% | 50.0 | 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 | |
Veil of Discord | 1 | 2.70% | 47.5 | 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 | 2.70% | 45.0 | 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 | 2.70% | 42.5 | 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 | |
Soul Ring | 1 | 2.70% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:34 | 28:34 | 28:34 | 28:34 | 28:34 | 28:34 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 2.70% | 37.5 | 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 | |
Hood of Defiance | 1 | 2.70% | 35.0 | 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 | |
Black King Bar | 1 | 2.70% | 32.5 | 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 | 2.70% | 30.0 | 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 | 2.70% | 27.5 | 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 | |
Vladmir's Offering | 1 | 2.70% | 25.0 | 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 | 2.70% | 22.5 | 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 | 2.70% | 20.0 | 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 | |
Wraith Band | 2 | 5.41% | 17.5 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 42:45 | 34:55 | 34:55 | 50:35 | 50:35 | 50:35 | 15:40 | 11:36 | |
Phase Boots | 2 | 5.41% | 15.0 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 13:24 | 13:02 | 13:02 | 13:45 | 13:45 | 13:45 | 00:43 | 00:31 | |
Quelling Blade | 2 | 5.41% | 12.5 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 02:30 | -01:29 | -01:29 | 06:29 | 06:29 | 06:29 | 07:58 | 05:54 | |
Null Talisman | 1 | 2.70% | 10.0 | 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 | |
Bracer | 1 | 2.70% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:56 | 13:56 | 13:56 | 13:56 | 13:56 | 13:56 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 2.70% | 5.0 | 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 | 2.70% | 2.5 | 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 |