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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 | |
Blink Dagger | 10 | 43.48% | 100.0 | 90.00% | +43.85% | -23.33% | +10.00% | 9.48% | 32:15 | 25:10 | 29:23 | 30:24 | 32:54 | 50:09 | 03:31 | 02:36 | |
Fluffy Hat | 13 | 56.52% | 97.2 | 84.62% | +44.62% | +15.38% | -51.29% | -15.87% | 01:43 | -01:29 | -01:29 | -01:29 | 05:41 | 12:17 | 07:10 | 05:18 | |
Magic Stick | 18 | 78.26% | 94.4 | 72.22% | +32.22% | -12.22% | -22.22% | -1.60% | 04:03 | -01:29 | 01:11 | 02:57 | 07:25 | 12:59 | 06:14 | 04:37 | |
Void Stone | 4 | 17.39% | 91.7 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 30:42 | 16:48 | 16:48 | 20:54 | 37:42 | 47:25 | 20:54 | 15:28 | |
Magic Wand | 22 | 95.65% | 88.9 | 68.18% | +68.18% | -1.51% | +11.82% | 2.32% | 07:06 | -01:29 | 04:49 | 07:58 | 10:34 | 13:07 | 05:45 | 04:15 | |
Aghanim's Shard | 17 | 73.91% | 86.1 | 70.59% | +20.59% | +29.41% | +4.41% | -2.51% | 26:04 | 15:02 | 20:57 | 27:45 | 30:55 | 36:34 | 09:58 | 07:22 | |
Boots of Speed | 23 | 100.00% | 83.3 | 65.22% | +65.22% | +18.11% | +1.45% | -5.49% | 06:32 | 03:07 | 04:11 | 06:22 | 07:13 | 11:41 | 03:02 | 02:14 | |
Wind Lace | 9 | 39.13% | 80.6 | 77.78% | +20.64% | +22.22% | +22.22% | 0.00% | 15:47 | 04:08 | 05:11 | 12:22 | 20:25 | 47:09 | 15:14 | 11:17 | |
Eul's Scepter of Divinity | 3 | 13.04% | 77.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 28:59 | 16:50 | 16:50 | 22:25 | 47:42 | 47:42 | 30:52 | 22:51 | |
Chainmail | 3 | 13.04% | 75.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 10:31 | 04:26 | 04:26 | 09:15 | 17:52 | 17:52 | 13:26 | 09:57 | |
Black King Bar | 13 | 56.52% | 72.2 | 61.54% | -8.46% | +5.13% | +38.46% | 4.11% | 21:21 | 14:49 | 17:19 | 21:24 | 25:25 | 30:50 | 08:06 | 06:00 | |
Force Staff | 5 | 21.74% | 69.4 | 80.00% | +18.89% | +20.00% | +20.00% | 0.00% | 25:54 | 16:06 | 16:06 | 24:31 | 33:21 | 34:09 | 17:15 | 12:46 | |
Ring of Protection | 10 | 43.48% | 66.7 | 60.00% | -9.23% | +6.67% | +40.00% | 25.31% | 01:55 | -01:29 | -01:29 | 01:41 | 02:48 | 08:17 | 04:17 | 03:10 | |
Ghost Scepter | 6 | 26.09% | 63.9 | 66.67% | +1.96% | -16.67% | +33.33% | 8.26% | 21:16 | 18:03 | 19:11 | 19:26 | 25:14 | 26:10 | 06:03 | 04:28 | |
Shiva's Guard | 4 | 17.39% | 61.1 | 75.00% | +11.84% | -75.00% | +25.00% | 10.99% | 31:44 | 26:25 | 26:25 | 27:07 | 35:31 | 37:51 | 09:06 | 06:44 | |
Soul Ring | 2 | 8.70% | 58.3 | 100.00% | +38.10% | 0.00% | 0.00% | 0.00% | 08:06 | 07:55 | 07:55 | 08:17 | 08:17 | 08:17 | 00:22 | 00:16 | |
Phase Boots | 2 | 8.70% | 55.6 | 100.00% | +38.10% | 0.00% | 0.00% | 0.00% | 08:00 | 06:09 | 06:09 | 09:50 | 09:50 | 09:50 | 03:41 | 02:43 | |
Quelling Blade | 2 | 8.70% | 52.8 | 100.00% | +38.10% | 0.00% | 0.00% | 0.00% | 01:09 | 01:06 | 01:06 | 01:12 | 01:12 | 01:12 | 00:06 | 00:04 | |
Urn of Shadows | 5 | 21.74% | 50.0 | 60.00% | -6.67% | +40.00% | -60.00% | -38.22% | 03:57 | 02:06 | 02:06 | 04:06 | 04:43 | 05:08 | 02:37 | 01:56 | |
Power Treads | 6 | 26.09% | 47.2 | 50.00% | -20.59% | +50.00% | -50.00% | -14.74% | 08:55 | 04:45 | 05:23 | 07:42 | 12:10 | 15:41 | 06:47 | 05:01 | |
Tranquil Boots | 3 | 13.04% | 44.4 | 66.67% | +1.67% | +33.33% | 0.00% | 0.00% | 12:44 | 09:54 | 09:54 | 12:17 | 16:01 | 16:01 | 06:07 | 04:31 | |
Solar Crest | 1 | 4.35% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 00:00 | 00:00 | |
Crown | 1 | 4.35% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 | |
Aeon Disk | 1 | 4.35% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 4.35% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 00:00 | 00:00 | |
Ring of Health | 1 | 4.35% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:25 | 09:25 | 09:25 | 09:25 | 09:25 | 09:25 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 4.35% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 | |
Blight Stone | 1 | 4.35% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 | |
Sange | 6 | 26.09% | 22.2 | 33.33% | -43.14% | -33.33% | -33.33% | 0.00% | 25:51 | 13:13 | 16:16 | 30:24 | 30:48 | 33:50 | 14:32 | 10:45 | |
Kaya | 2 | 8.70% | 19.4 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 21:30 | 11:24 | 11:24 | 31:35 | 31:35 | 31:35 | 20:11 | 14:57 | |
Spirit Vessel | 2 | 8.70% | 16.7 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 11:11 | 10:46 | 10:46 | 11:36 | 11:36 | 11:36 | 00:50 | 00:37 | |
Heaven's Halberd | 3 | 13.04% | 13.9 | 33.33% | -36.67% | -33.33% | 0.00% | 0.00% | 32:34 | 27:42 | 27:42 | 32:37 | 37:24 | 37:24 | 09:42 | 07:11 | |
Null Talisman | 4 | 17.39% | 11.1 | 25.00% | -48.68% | -25.00% | +75.00% | 100.00% | 03:13 | 01:56 | 01:56 | 02:33 | 02:37 | 05:46 | 00:41 | 00:30 | |
Drum of Endurance | 1 | 4.35% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 4.35% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 00:00 | 00:00 | |
Bracer | 1 | 4.35% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:02 | 10:02 | 10:02 | 10:02 | 10:02 | 10:02 | 00:00 | 00:00 |