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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 | |
Shiva's Guard | 3 | 17.65% | 100.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 32:06 | 26:09 | 26:09 | 33:03 | 37:07 | 37:07 | 10:58 | 08:07 | |
Black King Bar | 14 | 82.35% | 97.5 | 57.14% | +57.14% | +17.86% | -23.81% | -8.96% | 20:37 | 16:27 | 17:32 | 18:27 | 22:11 | 35:38 | 04:39 | 03:26 | |
Blight Stone | 15 | 88.24% | 95.0 | 53.33% | +53.33% | +21.67% | +21.67% | 0.00% | 03:58 | -01:29 | 03:15 | 03:26 | 05:22 | 07:37 | 02:07 | 01:34 | |
Quelling Blade | 16 | 94.12% | 92.5 | 50.00% | +50.00% | 0.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Boots of Speed | 17 | 100.00% | 90.0 | 47.06% | +47.06% | +2.94% | +2.94% | 0.00% | 04:34 | 01:18 | 03:08 | 04:17 | 06:04 | 08:16 | 02:56 | 02:10 | |
Magic Stick | 17 | 100.00% | 87.5 | 47.06% | +47.06% | -22.06% | +27.94% | 44.78% | 02:28 | -01:29 | 02:02 | 02:21 | 03:09 | 05:16 | 01:07 | 00:49 | |
Bottle | 17 | 100.00% | 85.0 | 47.06% | +47.06% | +2.94% | +2.94% | 0.00% | 02:08 | 01:13 | 01:21 | 01:32 | 01:56 | 06:33 | 00:35 | 00:25 | |
Phase Boots | 15 | 88.24% | 82.5 | 46.67% | -3.33% | -21.67% | +28.33% | 28.04% | 09:43 | 05:40 | 08:27 | 09:38 | 10:14 | 15:20 | 01:47 | 01:19 | |
Chainmail | 15 | 88.24% | 80.0 | 46.67% | -3.33% | -21.67% | +28.33% | 30.30% | 09:15 | 05:39 | 08:11 | 09:01 | 09:50 | 14:50 | 01:39 | 01:13 | |
Magic Wand | 16 | 94.12% | 77.5 | 43.75% | -56.25% | +6.25% | -18.75% | -15.46% | 05:17 | 03:02 | 03:51 | 05:10 | 05:28 | 09:44 | 01:37 | 01:11 | |
Orb of Corrosion | 13 | 76.47% | 75.0 | 46.15% | -3.85% | -12.82% | +20.52% | 13.25% | 07:01 | 04:10 | 05:32 | 07:05 | 08:03 | 09:26 | 02:31 | 01:51 | |
Fluffy Hat | 13 | 76.47% | 72.5 | 46.15% | -3.85% | -46.15% | +20.52% | 26.32% | 06:33 | 03:06 | 05:05 | 06:53 | 07:37 | 08:57 | 02:32 | 01:52 | |
Orb of Venom | 13 | 76.47% | 70.0 | 46.15% | -3.85% | -12.82% | -12.82% | 0.00% | 06:12 | 03:05 | 04:35 | 06:52 | 07:28 | 08:57 | 02:53 | 02:08 | |
Aghanim's Shard | 6 | 35.29% | 67.5 | 50.00% | +4.55% | -50.00% | +50.00% | 8.00% | 27:13 | 21:09 | 21:13 | 26:21 | 33:43 | 34:22 | 12:30 | 09:15 | |
Aghanim's Scepter | 4 | 23.53% | 65.0 | 50.00% | +3.85% | +50.00% | -50.00% | -12.66% | 30:00 | 23:33 | 23:33 | 31:25 | 31:27 | 33:34 | 07:54 | 05:51 | |
Desolator | 1 | 5.88% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:50 | 25:50 | 25:50 | 25:50 | 25:50 | 25:50 | 00:00 | 00:00 | |
Maelstrom | 6 | 35.29% | 60.0 | 33.33% | -21.22% | +16.67% | -33.33% | -25.86% | 14:44 | 12:14 | 13:35 | 14:47 | 15:31 | 17:22 | 01:56 | 01:25 | |
Javelin | 6 | 35.29% | 57.5 | 33.33% | -21.22% | +16.67% | -33.33% | -50.00% | 11:06 | 09:23 | 10:21 | 10:39 | 11:19 | 13:50 | 00:58 | 00:42 | |
Crystalys | 2 | 11.76% | 55.0 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 28:03 | 27:48 | 27:48 | 28:17 | 28:17 | 28:17 | 00:29 | 00:21 | |
Daedalus | 2 | 11.76% | 52.5 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 32:23 | 31:01 | 31:01 | 33:44 | 33:44 | 33:44 | 02:43 | 02:00 | |
Blink Dagger | 2 | 11.76% | 50.0 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 22:49 | 18:08 | 18:08 | 27:29 | 27:29 | 27:29 | 09:21 | 06:55 | |
Kaya | 3 | 17.65% | 47.5 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 26:16 | 20:48 | 20:48 | 23:15 | 34:45 | 34:45 | 13:57 | 10:20 | |
Linken's Sphere | 3 | 17.65% | 45.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 28:26 | 25:54 | 25:54 | 26:59 | 32:25 | 32:25 | 06:31 | 04:49 | |
Sange | 3 | 17.65% | 42.5 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 22:24 | 21:23 | 21:23 | 21:41 | 24:09 | 24:09 | 02:46 | 02:02 | |
Ring of Health | 3 | 17.65% | 40.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 27:59 | 24:51 | 24:51 | 26:58 | 32:08 | 32:08 | 07:17 | 05:23 | |
Kaya and Sange | 3 | 17.65% | 37.5 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 27:38 | 23:49 | 23:49 | 24:09 | 34:55 | 34:55 | 11:06 | 08:13 | |
Void Stone | 4 | 23.53% | 35.0 | 25.00% | -28.85% | -25.00% | +75.00% | 10.93% | 23:46 | 15:43 | 15:43 | 22:20 | 24:52 | 32:10 | 09:09 | 06:46 | |
Mage Slayer | 1 | 5.88% | 32.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 00:00 | 00:00 | |
Ring of Protection | 1 | 5.88% | 30.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 5.88% | 27.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:06 | 11:06 | 11:06 | 11:06 | 11:06 | 11:06 | 00:00 | 00:00 | |
Crown | 1 | 5.88% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 | |
Divine Rapier | 1 | 5.88% | 22.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 00:00 | 00:00 | |
Wind Lace | 2 | 11.76% | 20.0 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 18:55 | 16:05 | 16:05 | 21:44 | 21:44 | 21:44 | 05:39 | 04:11 | |
Radiance | 1 | 5.88% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 5.88% | 15.0 | 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 | |
Wraith Band | 1 | 5.88% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:46 | 02:46 | 02:46 | 02:46 | 02:46 | 02:46 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 5.88% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:03 | 06:03 | 06:03 | 06:03 | 06:03 | 06:03 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 2 | 11.76% | 7.5 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 19:22 | 16:23 | 16:23 | 22:20 | 22:20 | 22:20 | 05:57 | 04:24 | |
Dagon | 1 | 5.88% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 | |
Blade Mail | 1 | 5.88% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 00:00 | 00:00 |