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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Hood of Defiance | 6 | 22.22% | 100.0 | 83.33% | +50.00% | +16.67% | +16.67% | 0.00% | 10:28 | 06:10 | 06:18 | 06:46 | 14:48 | 19:30 | 08:30 | 06:17 | |
Ethereal Blade | 3 | 11.11% | 97.1 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 31:01 | 30:25 | 30:25 | 31:18 | 31:21 | 31:21 | 00:56 | 00:41 | |
Kaya | 5 | 18.52% | 94.3 | 80.00% | +43.64% | +20.00% | +20.00% | 0.00% | 33:10 | 29:25 | 29:25 | 31:19 | 36:34 | 38:59 | 07:09 | 05:17 | |
Void Stone | 21 | 77.78% | 91.4 | 52.38% | +35.71% | +27.62% | -32.38% | -9.02% | 21:23 | 11:55 | 17:04 | 20:18 | 23:43 | 49:59 | 06:39 | 04:55 | |
Wind Lace | 21 | 77.78% | 88.6 | 52.38% | +35.71% | -12.38% | -12.38% | 0.00% | 15:34 | 04:15 | 07:50 | 14:25 | 21:05 | 29:26 | 13:15 | 09:48 | |
Eul's Scepter of Divinity | 19 | 70.37% | 85.7 | 52.63% | +27.63% | +27.37% | +7.37% | -3.90% | 21:54 | 15:13 | 19:15 | 21:18 | 24:23 | 29:26 | 05:08 | 03:48 | |
Magic Stick | 20 | 74.07% | 82.9 | 50.00% | +21.43% | -10.00% | +10.00% | 2.85% | 05:58 | -01:29 | 01:11 | 05:42 | 08:12 | 15:45 | 07:01 | 05:11 | |
Magic Wand | 18 | 66.67% | 80.0 | 50.00% | +16.67% | +10.00% | 0.00% | -1.13% | 11:32 | 04:14 | 06:40 | 08:53 | 15:33 | 25:15 | 08:53 | 06:34 | |
Ring of Protection | 21 | 77.78% | 77.1 | 47.62% | +14.29% | +12.38% | -27.62% | -12.44% | 02:32 | -01:29 | -01:29 | -01:12 | 04:42 | 18:58 | 06:11 | 04:34 | |
Quelling Blade | 27 | 100.00% | 74.3 | 44.44% | +44.44% | -15.87% | +12.70% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:16 | 00:00 | 00:00 | |
Blink Dagger | 27 | 100.00% | 71.4 | 44.44% | +44.44% | +12.70% | -1.58% | -4.42% | 12:16 | 07:35 | 10:23 | 12:51 | 13:37 | 17:11 | 03:14 | 02:23 | |
Boots of Speed | 27 | 100.00% | 68.6 | 44.44% | +44.44% | -1.58% | +12.70% | 5.01% | 05:48 | 01:57 | 04:21 | 05:52 | 07:12 | 09:13 | 02:51 | 02:06 | |
Black King Bar | 8 | 29.63% | 65.7 | 62.50% | +25.66% | -12.50% | -12.50% | 0.00% | 30:11 | 23:41 | 24:32 | 27:19 | 30:00 | 40:13 | 05:28 | 04:02 | |
Ring of Health | 17 | 62.96% | 62.9 | 47.06% | +7.06% | +52.94% | +2.94% | -50.00% | 03:40 | 02:31 | 03:00 | 03:23 | 03:59 | 06:14 | 00:59 | 00:43 | |
Ghost Scepter | 4 | 14.81% | 60.0 | 75.00% | +35.87% | +25.00% | +25.00% | 0.00% | 29:45 | 25:39 | 25:39 | 30:53 | 31:08 | 31:21 | 05:29 | 04:03 | |
Spirit Vessel | 2 | 7.41% | 57.1 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 12:16 | 11:52 | 11:52 | 12:39 | 12:39 | 12:39 | 00:47 | 00:34 | |
Urn of Shadows | 2 | 7.41% | 54.3 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 06:25 | 03:05 | 03:05 | 09:45 | 09:45 | 09:45 | 06:40 | 04:56 | |
Sange | 2 | 7.41% | 51.4 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 31:40 | 29:14 | 29:14 | 34:05 | 34:05 | 34:05 | 04:51 | 03:35 | |
Soul Ring | 18 | 66.67% | 48.6 | 38.89% | -16.67% | +21.11% | -13.89% | -10.00% | 07:35 | 01:51 | 04:24 | 07:14 | 07:54 | 19:24 | 03:30 | 02:35 | |
Aghanim's Shard | 14 | 51.85% | 45.7 | 35.71% | -18.14% | -10.71% | +30.96% | 5.21% | 21:47 | 15:31 | 17:28 | 20:03 | 25:28 | 33:21 | 08:00 | 05:55 | |
Lotus Orb | 3 | 11.11% | 42.9 | 66.67% | +25.00% | +33.33% | 0.00% | 0.00% | 26:53 | 24:02 | 24:02 | 28:09 | 28:29 | 28:29 | 04:27 | 03:17 | |
Vanguard | 7 | 25.93% | 40.0 | 42.86% | -2.14% | +7.14% | -42.86% | -49.18% | 06:44 | 05:44 | 05:56 | 06:29 | 06:57 | 08:24 | 01:01 | 00:45 | |
Bracer | 7 | 25.93% | 37.1 | 42.86% | -2.14% | +7.14% | +57.14% | 50.00% | 06:34 | 01:41 | 01:58 | 02:23 | 02:51 | 31:39 | 00:53 | 00:39 | |
Arcane Boots | 4 | 14.81% | 34.3 | 50.00% | +6.52% | +50.00% | -50.00% | 0.00% | 32:48 | 15:38 | 15:38 | 26:57 | 38:29 | 50:08 | 22:51 | 16:55 | |
Tranquil Boots | 4 | 14.81% | 31.4 | 50.00% | +6.52% | -50.00% | +50.00% | 0.00% | 09:21 | 04:50 | 04:50 | 05:03 | 10:48 | 16:43 | 05:58 | 04:25 | |
Heaven's Halberd | 1 | 3.70% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 | |
Bottle | 1 | 3.70% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:22 | 01:22 | 01:22 | 01:22 | 01:22 | 01:22 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 3.70% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 3.70% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 | |
Aeon Disk | 2 | 7.41% | 17.1 | 50.00% | +6.00% | -50.00% | 0.00% | 0.00% | 41:27 | 32:40 | 32:40 | 50:14 | 50:14 | 50:14 | 17:34 | 13:00 | |
Ring of Basilius | 1 | 3.70% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 | |
Null Talisman | 3 | 11.11% | 11.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 09:16 | 02:32 | 02:32 | 07:57 | 17:18 | 17:18 | 14:46 | 10:56 | |
Veil of Discord | 1 | 3.70% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 00:00 | 00:00 | |
Power Treads | 1 | 3.70% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 00:00 | 00:00 | |
Crown | 1 | 3.70% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 00:00 | 00:00 |