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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 | |
Kaya | 10 | 58.82% | 100.0 | 80.00% | +51.43% | +20.00% | -30.00% | -7.16% | 25:57 | 20:05 | 21:08 | 23:32 | 28:07 | 41:10 | 06:59 | 05:10 | |
Sange | 8 | 47.06% | 97.5 | 75.00% | +30.56% | +25.00% | -25.00% | -24.79% | 25:36 | 22:36 | 23:45 | 24:09 | 25:46 | 33:17 | 02:01 | 01:29 | |
Kaya and Sange | 8 | 47.06% | 95.0 | 75.00% | +30.56% | +25.00% | -25.00% | -19.87% | 26:34 | 24:05 | 24:28 | 25:07 | 26:59 | 33:33 | 02:31 | 01:51 | |
Witch Blade | 16 | 94.12% | 92.5 | 62.50% | +62.50% | +12.50% | -62.50% | -32.37% | 12:25 | 10:31 | 11:02 | 12:27 | 13:21 | 14:12 | 02:19 | 01:42 | |
Chainmail | 16 | 94.12% | 90.0 | 62.50% | +62.50% | +12.50% | -37.50% | -27.52% | 11:07 | 08:49 | 09:56 | 11:15 | 11:45 | 13:06 | 01:49 | 01:20 | |
Bottle | 17 | 100.00% | 87.5 | 58.82% | +58.82% | -8.82% | -8.82% | 0.00% | 01:23 | 01:02 | 01:09 | 01:23 | 01:33 | 01:48 | 00:24 | 00:17 | |
Null Talisman | 17 | 100.00% | 85.0 | 58.82% | +58.82% | +16.18% | +41.18% | 24.59% | 03:47 | 02:12 | 03:15 | 03:45 | 04:16 | 04:40 | 01:01 | 00:45 | |
Blink Dagger | 17 | 100.00% | 82.5 | 58.82% | +58.82% | +16.18% | -33.82% | -10.27% | 17:54 | 13:39 | 14:31 | 17:11 | 19:23 | 26:39 | 04:52 | 03:36 | |
Boots of Speed | 17 | 100.00% | 80.0 | 58.82% | +58.82% | +16.18% | -8.82% | -16.48% | 05:49 | 04:19 | 04:51 | 05:35 | 06:22 | 07:50 | 01:31 | 01:07 | |
Octarine Core | 5 | 29.41% | 77.5 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 34:52 | 32:37 | 32:37 | 34:49 | 35:49 | 37:54 | 03:12 | 02:22 | |
Aether Lens | 5 | 29.41% | 75.0 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 33:36 | 31:35 | 31:35 | 33:11 | 33:33 | 37:02 | 01:58 | 01:27 | |
Magic Wand | 14 | 82.35% | 72.5 | 57.14% | -9.53% | +17.86% | -23.81% | -38.46% | 04:40 | 02:49 | 04:02 | 04:40 | 05:07 | 07:35 | 01:05 | 00:48 | |
Magic Stick | 14 | 82.35% | 70.0 | 57.14% | -9.53% | -32.14% | -23.81% | 5.68% | 02:38 | -00:28 | 02:06 | 02:17 | 03:34 | 04:27 | 01:28 | 01:05 | |
Void Stone | 10 | 58.82% | 67.5 | 60.00% | +2.86% | +6.67% | -10.00% | -1.21% | 26:05 | 16:51 | 18:34 | 23:56 | 32:18 | 37:02 | 13:44 | 10:10 | |
Ring of Health | 4 | 23.53% | 65.0 | 75.00% | +21.15% | +25.00% | +25.00% | 0.00% | 25:14 | 17:56 | 17:56 | 25:43 | 27:04 | 30:13 | 09:08 | 06:45 | |
Linken's Sphere | 4 | 23.53% | 62.5 | 75.00% | +21.15% | +25.00% | +25.00% | 0.00% | 26:32 | 22:57 | 22:57 | 25:53 | 27:04 | 30:14 | 04:07 | 03:02 | |
Ethereal Blade | 2 | 11.76% | 60.0 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 36:10 | 31:08 | 31:08 | 41:11 | 41:11 | 41:11 | 10:03 | 07:26 | |
Ghost Scepter | 2 | 11.76% | 57.5 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 35:55 | 30:39 | 30:39 | 41:10 | 41:10 | 41:10 | 10:31 | 07:47 | |
Aeon Disk | 4 | 23.53% | 55.0 | 50.00% | -11.54% | +50.00% | -50.00% | -14.08% | 32:58 | 25:56 | 25:56 | 29:13 | 33:02 | 43:40 | 07:06 | 05:15 | |
Black King Bar | 4 | 23.53% | 52.5 | 50.00% | -11.54% | -50.00% | -50.00% | 0.00% | 33:23 | 26:56 | 26:56 | 30:58 | 36:25 | 39:12 | 09:29 | 07:01 | |
Crown | 1 | 5.88% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 | |
Hurricane Pike | 1 | 5.88% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 00:00 | 00:00 | |
Javelin | 1 | 5.88% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 5.88% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 | |
Dragon Lance | 1 | 5.88% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 5.88% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 | |
Dagon (level 2) | 1 | 5.88% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 31:04 | 00:00 | 00:00 | |
Dagon (level 3) | 1 | 5.88% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 00:00 | 00:00 | |
Arcane Boots | 1 | 5.88% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 | |
Maelstrom | 1 | 5.88% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 | |
Shiva's Guard | 1 | 5.88% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 00:00 | 00:00 | |
Dagon | 1 | 5.88% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 00:00 | 00:00 | |
Force Staff | 1 | 5.88% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 | |
Revenant's Brooch | 1 | 5.88% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 00:00 | 00:00 | |
Power Treads | 2 | 11.76% | 15.0 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 07:42 | 06:46 | 06:46 | 08:37 | 08:37 | 08:37 | 01:51 | 01:22 | |
Wind Lace | 3 | 17.65% | 12.5 | 33.33% | -30.96% | -33.33% | 0.00% | 6.02% | 19:03 | 16:51 | 16:51 | 17:56 | 22:23 | 22:23 | 05:32 | 04:05 | |
Eul's Scepter of Divinity | 3 | 17.65% | 10.0 | 33.33% | -30.96% | -33.33% | 0.00% | 5.35% | 19:57 | 17:31 | 17:31 | 18:34 | 23:45 | 23:45 | 06:14 | 04:37 | |
Spirit Vessel | 1 | 5.88% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:45 | 14:45 | 14:45 | 14:45 | 14:45 | 14:45 | 00:00 | 00:00 | |
Ring of Protection | 1 | 5.88% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 5.88% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 00:00 | 00:00 |