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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 | |
Shiva's Guard | 21 | 35.59% | 100.0 | 71.43% | +29.32% | -11.43% | +8.57% | 2.29% | 32:57 | 26:39 | 28:51 | 32:01 | 37:34 | 40:44 | 08:43 | 06:27 | |
Void Stone | 24 | 40.68% | 97.4 | 66.67% | +23.81% | +16.66% | +16.66% | 0.00% | 22:48 | 09:47 | 12:43 | 22:20 | 27:35 | 43:26 | 14:52 | 11:00 | |
Black King Bar | 46 | 77.97% | 94.9 | 58.70% | +27.93% | +7.97% | -4.15% | -3.29% | 23:15 | 17:06 | 20:52 | 22:21 | 24:33 | 32:06 | 03:41 | 02:43 | |
Assault Cuirass | 4 | 6.78% | 92.3 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 28:21 | 25:24 | 25:24 | 27:23 | 28:28 | 32:07 | 03:04 | 02:16 | |
Buckler | 4 | 6.78% | 89.7 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 27:08 | 23:03 | 23:03 | 25:05 | 28:28 | 31:56 | 05:25 | 04:00 | |
Boots of Speed | 59 | 100.00% | 87.2 | 52.54% | +52.54% | +0.79% | -19.21% | -17.65% | 06:21 | 01:35 | 05:55 | 06:27 | 07:03 | 09:27 | 01:08 | 00:50 | |
Magic Wand | 59 | 100.00% | 84.6 | 52.54% | +52.54% | +7.46% | -12.54% | -6.38% | 06:23 | -01:29 | 04:10 | 05:40 | 07:18 | 28:26 | 03:08 | 02:19 | |
Kaya | 33 | 55.93% | 82.1 | 57.58% | +11.43% | -7.58% | -7.58% | 0.00% | 19:02 | 10:12 | 13:05 | 17:09 | 24:43 | 32:43 | 11:38 | 08:37 | |
Witch Blade | 31 | 52.54% | 79.5 | 58.06% | +11.63% | +16.94% | +4.44% | -7.58% | 15:13 | 11:26 | 13:01 | 14:06 | 14:40 | 35:31 | 01:39 | 01:13 | |
Chainmail | 31 | 52.54% | 76.9 | 58.06% | +11.63% | +4.44% | +4.44% | 0.00% | 13:42 | 09:41 | 11:09 | 12:50 | 13:06 | 35:31 | 01:57 | 01:26 | |
Magic Stick | 58 | 98.31% | 74.4 | 51.72% | -48.28% | -5.05% | -8.86% | -1.91% | 03:21 | -01:29 | 02:13 | 02:22 | 04:13 | 12:37 | 02:00 | 01:28 | |
Bottle | 56 | 94.92% | 71.8 | 51.79% | -14.88% | -16.08% | -8.93% | 7.15% | 01:42 | 01:03 | 01:16 | 01:32 | 01:47 | 04:05 | 00:31 | 00:22 | |
Kaya and Sange | 32 | 54.24% | 69.2 | 56.25% | +8.10% | +6.25% | +6.25% | 0.00% | 22:17 | 14:15 | 17:34 | 19:39 | 27:03 | 37:13 | 09:29 | 07:01 | |
Power Treads | 57 | 96.61% | 66.7 | 50.88% | -49.12% | +6.26% | -15.17% | -15.68% | 08:29 | 05:59 | 07:09 | 07:45 | 08:31 | 32:24 | 01:22 | 01:00 | |
Ring of Protection | 6 | 10.17% | 64.1 | 83.33% | +34.27% | -33.33% | +16.67% | 2.34% | 19:28 | 01:57 | 06:43 | 23:02 | 28:05 | 31:56 | 21:22 | 15:49 | |
Sange | 33 | 55.93% | 61.5 | 54.55% | +4.55% | -4.55% | +7.95% | 1.18% | 21:30 | 10:49 | 16:16 | 19:37 | 26:54 | 36:48 | 10:38 | 07:52 | |
Orchid Malevolence | 12 | 20.34% | 59.0 | 66.67% | +17.73% | 0.00% | +33.33% | 3.69% | 19:40 | 14:22 | 15:24 | 17:25 | 24:26 | 29:22 | 09:02 | 06:41 | |
Ring of Health | 10 | 16.95% | 56.4 | 70.00% | +21.02% | -3.33% | -20.00% | -1.22% | 32:58 | 16:07 | 26:02 | 30:10 | 39:43 | 50:45 | 13:41 | 10:08 | |
Aghanim's Shard | 39 | 66.10% | 53.8 | 48.72% | -11.28% | +11.28% | +1.28% | -1.01% | 27:05 | 15:07 | 21:46 | 28:05 | 31:41 | 47:05 | 09:55 | 07:20 | |
Morbid Mask | 3 | 5.08% | 51.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:25 | 31:17 | 31:17 | 31:28 | 34:30 | 34:30 | 03:13 | 02:22 | |
Scythe of Vyse | 9 | 15.25% | 48.7 | 66.67% | +16.67% | -16.67% | +33.33% | 7.79% | 39:57 | 35:21 | 35:33 | 40:15 | 41:58 | 43:51 | 06:25 | 04:45 | |
Mage Slayer | 5 | 8.47% | 46.2 | 80.00% | +30.00% | +20.00% | -80.00% | 0.00% | 43:09 | 24:31 | 24:31 | 47:34 | 50:15 | 56:11 | 25:44 | 19:03 | |
Null Talisman | 12 | 20.34% | 43.6 | 50.00% | -3.19% | +16.67% | -16.67% | -4.89% | 06:44 | 02:18 | 03:16 | 05:22 | 10:05 | 13:25 | 06:49 | 05:02 | |
Bloodthorn | 4 | 6.78% | 41.0 | 75.00% | +24.09% | +25.00% | -75.00% | 0.00% | 45:55 | 29:22 | 29:22 | 47:34 | 50:34 | 56:11 | 21:12 | 15:42 | |
Satanic | 2 | 3.39% | 38.5 | 100.00% | +49.12% | 0.00% | 0.00% | 0.00% | 34:12 | 32:11 | 32:11 | 36:12 | 36:12 | 36:12 | 04:01 | 02:58 | |
Linken's Sphere | 5 | 8.47% | 35.9 | 60.00% | +8.15% | +40.00% | +40.00% | 0.00% | 31:30 | 22:56 | 22:56 | 30:46 | 36:35 | 41:07 | 13:39 | 10:06 | |
Eul's Scepter of Divinity | 3 | 5.08% | 33.3 | 66.67% | +14.88% | +33.33% | 0.00% | 0.00% | 22:00 | 15:11 | 15:11 | 23:07 | 27:43 | 27:43 | 12:32 | 09:17 | |
Refresher Orb | 3 | 5.08% | 30.8 | 66.67% | +14.88% | +33.33% | 0.00% | 0.00% | 44:57 | 39:53 | 39:53 | 44:11 | 50:46 | 50:46 | 10:53 | 08:03 | |
Wind Lace | 4 | 6.78% | 28.2 | 50.00% | -2.73% | +50.00% | -50.00% | 0.00% | 21:46 | 13:40 | 13:40 | 20:03 | 22:02 | 31:18 | 08:22 | 06:11 | |
Arcane Boots | 1 | 1.69% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 00:00 | 00:00 | |
Aeon Disk | 1 | 1.69% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:45 | 40:45 | 40:45 | 40:45 | 40:45 | 40:45 | 00:00 | 00:00 | |
Lotus Orb | 1 | 1.69% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 00:00 | 00:00 | |
Aghanim's Scepter | 2 | 3.39% | 17.9 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 28:29 | 21:40 | 21:40 | 35:17 | 35:17 | 35:17 | 13:37 | 10:05 | |
Urn of Shadows | 2 | 3.39% | 15.4 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 06:15 | 05:46 | 05:46 | 06:43 | 06:43 | 06:43 | 00:57 | 00:42 | |
Spirit Vessel | 2 | 3.39% | 12.8 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 18:05 | 16:43 | 16:43 | 19:27 | 19:27 | 19:27 | 02:44 | 02:01 | |
Fluffy Hat | 3 | 5.08% | 10.3 | 0.00% | -55.36% | 0.00% | 0.00% | 0.00% | 07:45 | 06:33 | 06:33 | 07:14 | 09:29 | 09:29 | 02:56 | 02:10 | |
Falcon Blade | 3 | 5.08% | 7.7 | 0.00% | -55.36% | 0.00% | 0.00% | 0.00% | 08:56 | 07:43 | 07:43 | 07:50 | 11:14 | 11:14 | 03:31 | 02:36 | |
Ethereal Blade | 1 | 1.69% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 00:00 | 00:00 | |
Ghost Scepter | 2 | 3.39% | 2.6 | 0.00% | -54.39% | 0.00% | 0.00% | 0.00% | 31:25 | 28:02 | 28:02 | 34:48 | 34:48 | 34:48 | 06:46 | 05:00 |