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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 | 13 | 30.95% | 100.0 | 84.62% | +43.24% | +15.38% | +15.38% | 0.00% | 36:11 | 26:24 | 27:18 | 36:28 | 40:34 | 47:08 | 13:16 | 09:49 | |
Chainmail | 23 | 54.76% | 97.5 | 69.57% | +32.73% | +13.76% | -19.57% | -4.62% | 24:11 | 05:08 | 19:50 | 25:12 | 27:03 | 42:51 | 07:13 | 05:20 | |
Crimson Guard | 15 | 35.71% | 95.0 | 73.33% | +28.89% | +1.67% | +1.67% | 0.00% | 25:20 | 18:52 | 20:44 | 24:38 | 27:41 | 42:46 | 06:57 | 05:08 | |
Buckler | 17 | 40.48% | 92.5 | 70.59% | +26.59% | +29.41% | +4.41% | -3.33% | 22:44 | 05:08 | 18:40 | 23:05 | 26:10 | 35:57 | 07:30 | 05:33 | |
Magic Stick | 26 | 61.90% | 90.0 | 65.38% | +27.88% | +6.05% | +17.95% | 2.86% | 05:54 | 01:30 | 03:04 | 04:41 | 07:14 | 18:00 | 04:10 | 03:05 | |
Magic Wand | 21 | 50.00% | 87.5 | 66.67% | +23.81% | -6.67% | +13.33% | 2.21% | 11:19 | 04:17 | 06:12 | 10:11 | 15:16 | 28:27 | 09:04 | 06:42 | |
Ring of Health | 40 | 95.24% | 85.0 | 57.50% | +57.50% | +12.50% | +2.50% | -0.79% | 12:29 | 02:38 | 05:27 | 10:09 | 18:04 | 41:48 | 12:37 | 09:20 | |
Hood of Defiance | 29 | 69.05% | 82.5 | 58.62% | +12.47% | +12.81% | +12.81% | 0.00% | 15:51 | 07:48 | 10:42 | 13:51 | 18:49 | 36:15 | 08:07 | 06:00 | |
Blink Dagger | 42 | 100.00% | 80.0 | 54.76% | +54.76% | -0.21% | -14.76% | -2.58% | 17:12 | 11:16 | 14:17 | 16:12 | 19:56 | 25:45 | 05:39 | 04:11 | |
Stout Shield | 42 | 100.00% | 77.5 | 54.76% | +54.76% | -18.40% | +5.24% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 | |
Boots of Speed | 42 | 100.00% | 75.0 | 54.76% | +54.76% | +8.88% | -4.76% | -7.44% | 03:43 | 01:42 | 02:22 | 02:50 | 04:12 | 11:58 | 01:50 | 01:21 | |
Force Staff | 6 | 14.29% | 72.5 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 28:49 | 17:51 | 18:32 | 22:04 | 35:37 | 52:52 | 17:05 | 12:39 | |
Headdress | 22 | 52.38% | 70.0 | 59.09% | +9.09% | -9.09% | +40.91% | 5.88% | 25:48 | 19:40 | 21:09 | 23:28 | 29:39 | 44:12 | 08:30 | 06:17 | |
Pipe of Insight | 20 | 47.62% | 67.5 | 60.00% | +10.00% | 0.00% | +40.00% | 5.02% | 27:39 | 20:24 | 22:54 | 25:39 | 30:52 | 45:37 | 07:58 | 05:54 | |
Lotus Orb | 8 | 19.05% | 65.0 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 39:29 | 28:32 | 31:03 | 35:43 | 42:43 | 55:32 | 11:40 | 08:38 | |
Vanguard | 18 | 42.86% | 62.5 | 61.11% | +11.11% | -1.11% | -36.11% | -2.33% | 20:24 | 06:58 | 10:21 | 17:18 | 25:22 | 47:39 | 15:01 | 11:07 | |
Wind Lace | 25 | 59.52% | 60.0 | 56.00% | +3.06% | +10.67% | -6.00% | -8.27% | 05:12 | 02:31 | 03:48 | 04:41 | 05:49 | 11:20 | 02:01 | 01:29 | |
Tranquil Boots | 25 | 59.52% | 57.5 | 56.00% | +3.06% | -22.67% | -6.00% | 7.25% | 06:20 | 03:35 | 04:48 | 05:50 | 07:06 | 11:37 | 02:18 | 01:42 | |
Heart of Tarrasque | 3 | 7.14% | 55.0 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 49:01 | 32:23 | 32:23 | 43:05 | 1:11:34 | 1:11:34 | 39:11 | 29:01 | |
Blade Mail | 9 | 21.43% | 52.5 | 66.67% | +15.15% | -16.67% | -16.67% | 0.00% | 29:50 | 22:36 | 23:50 | 28:03 | 30:13 | 41:29 | 06:23 | 04:43 | |
Quelling Blade | 12 | 28.57% | 50.0 | 58.33% | +5.00% | +41.67% | +41.67% | 0.00% | 02:06 | -01:28 | 00:54 | 01:00 | 01:44 | 11:19 | 00:50 | 00:37 | |
Void Stone | 10 | 23.81% | 47.5 | 60.00% | +6.87% | +6.67% | +40.00% | 2.84% | 36:38 | 22:17 | 29:34 | 35:43 | 41:18 | 55:32 | 11:44 | 08:41 | |
Boots of Travel | 4 | 9.52% | 45.0 | 75.00% | +22.37% | +25.00% | -75.00% | 0.00% | 56:39 | 46:29 | 46:29 | 57:22 | 58:33 | 1:04:11 | 12:04 | 08:56 | |
Scythe of Vyse | 2 | 4.76% | 42.5 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 49:32 | 42:07 | 42:07 | 56:56 | 56:56 | 56:56 | 14:49 | 10:58 | |
Moon Shard | 1 | 2.38% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 | |
Abyssal Blade | 1 | 2.38% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 2.38% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 00:00 | 00:00 | |
Power Treads | 1 | 2.38% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:19 | 05:19 | 05:19 | 05:19 | 05:19 | 05:19 | 00:00 | 00:00 | |
Morbid Mask | 1 | 2.38% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 00:00 | 00:00 | |
Skull Basher | 1 | 2.38% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 2.38% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 2.38% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:34 | 50:34 | 50:34 | 50:34 | 50:34 | 50:34 | 00:00 | 00:00 | |
Ring of Protection | 1 | 2.38% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 00:00 | 00:00 | |
Arcane Boots | 2 | 4.76% | 17.5 | 50.00% | -5.00% | +50.00% | 0.00% | 0.00% | 33:10 | 31:27 | 31:27 | 34:52 | 34:52 | 34:52 | 03:25 | 02:31 | |
Ghost Scepter | 2 | 4.76% | 15.0 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 39:30 | 28:36 | 28:36 | 50:24 | 50:24 | 50:24 | 21:48 | 16:08 | |
Shiva's Guard | 2 | 4.76% | 12.5 | 50.00% | -5.00% | +50.00% | 0.00% | 0.00% | 34:24 | 32:17 | 32:17 | 36:30 | 36:30 | 36:30 | 04:13 | 03:07 | |
Heaven's Halberd | 1 | 2.38% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 | |
Sange | 2 | 4.76% | 7.5 | 0.00% | -57.50% | 0.00% | 0.00% | 0.00% | 27:25 | 24:56 | 24:56 | 29:53 | 29:53 | 29:53 | 04:57 | 03:40 | |
Phase Boots | 1 | 2.38% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 2.38% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 00:00 | 00:00 |