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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 | |
Ring of Health | 5 | 35.71% | 100.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 23:59 | 13:29 | 13:29 | 18:13 | 24:22 | 46:08 | 10:53 | 08:03 | |
Void Stone | 9 | 64.29% | 97.1 | 88.89% | +28.89% | +11.11% | +11.11% | 0.00% | 25:40 | 16:33 | 16:56 | 18:31 | 34:16 | 46:08 | 17:20 | 12:50 | |
Fluffy Hat | 8 | 57.14% | 94.1 | 87.50% | +20.83% | -37.50% | +12.50% | 29.13% | 04:24 | 02:29 | 02:50 | 03:34 | 04:33 | 07:43 | 01:43 | 01:16 | |
Quelling Blade | 8 | 57.14% | 91.2 | 87.50% | +20.83% | +12.50% | +12.50% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Orb of Venom | 8 | 57.14% | 88.2 | 87.50% | +20.83% | +12.50% | +12.50% | 0.00% | 00:52 | -01:29 | -01:29 | 01:01 | 01:51 | 04:33 | 03:20 | 02:28 | |
Blink Dagger | 14 | 100.00% | 85.3 | 78.57% | +78.57% | +21.43% | -11.90% | -4.52% | 19:26 | 12:25 | 13:45 | 18:27 | 21:07 | 32:06 | 07:22 | 05:27 | |
Magic Stick | 14 | 100.00% | 82.4 | 78.57% | +78.57% | +21.43% | -11.90% | -7.22% | 02:56 | -01:29 | -01:28 | 02:25 | 06:05 | 09:10 | 07:33 | 05:35 | |
Magic Wand | 13 | 92.86% | 79.4 | 76.92% | -23.08% | +23.08% | -43.59% | -7.26% | 09:58 | 02:08 | 03:54 | 08:58 | 13:05 | 22:52 | 09:11 | 06:48 | |
Orb of Corrosion | 7 | 50.00% | 76.5 | 85.71% | +14.28% | +14.29% | -35.71% | -50.00% | 05:40 | 04:15 | 04:33 | 05:08 | 05:23 | 08:09 | 00:50 | 00:37 | |
Blight Stone | 7 | 50.00% | 73.5 | 85.71% | +14.28% | +14.29% | -35.71% | -50.00% | 04:17 | 02:44 | 03:17 | 03:42 | 03:51 | 06:36 | 00:34 | 00:25 | |
Aghanim's Shard | 12 | 85.71% | 70.6 | 75.00% | -25.00% | -8.33% | -8.33% | 0.00% | 23:24 | 20:02 | 20:41 | 23:03 | 24:35 | 27:29 | 03:54 | 02:53 | |
Boots of Speed | 12 | 85.71% | 67.6 | 75.00% | -25.00% | -8.33% | -41.67% | -12.66% | 06:05 | 02:34 | 03:56 | 05:27 | 06:34 | 12:00 | 02:38 | 01:57 | |
Eul's Scepter of Divinity | 6 | 42.86% | 64.7 | 83.33% | +8.33% | +16.67% | +16.67% | 0.00% | 25:08 | 18:41 | 21:06 | 21:27 | 32:12 | 34:16 | 11:06 | 08:13 | |
Lotus Orb | 3 | 21.43% | 61.8 | 100.00% | +27.27% | 0.00% | 0.00% | 0.00% | 31:21 | 19:46 | 19:46 | 27:40 | 46:38 | 46:38 | 26:52 | 19:54 | |
Wind Lace | 8 | 57.14% | 58.8 | 75.00% | -8.33% | -25.00% | +25.00% | 6.32% | 18:21 | 07:29 | 12:50 | 16:59 | 20:45 | 32:48 | 07:55 | 05:51 | |
Arcane Boots | 8 | 57.14% | 55.9 | 75.00% | -8.33% | +25.00% | -25.00% | -50.00% | 13:24 | 05:18 | 07:46 | 07:53 | 08:23 | 31:30 | 00:37 | 00:27 | |
Aeon Disk | 5 | 35.71% | 52.9 | 80.00% | +2.22% | +20.00% | +20.00% | 0.00% | 31:11 | 19:09 | 19:09 | 34:58 | 35:10 | 42:25 | 16:01 | 11:51 | |
Skull Basher | 2 | 14.29% | 50.0 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 30:37 | 30:35 | 30:35 | 30:39 | 30:39 | 30:39 | 00:04 | 00:02 | |
Wraith Band | 2 | 14.29% | 47.1 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 02:24 | 02:17 | 02:17 | 02:30 | 02:30 | 02:30 | 00:13 | 00:09 | |
Ring of Protection | 5 | 35.71% | 44.1 | 60.00% | -28.89% | -60.00% | +40.00% | 100.00% | 00:15 | -01:29 | -01:29 | -01:28 | -01:09 | 06:50 | 00:20 | 00:14 | |
Urn of Shadows | 4 | 28.57% | 41.2 | 50.00% | -40.00% | -50.00% | +50.00% | 0.00% | 06:31 | 02:45 | 02:45 | 04:40 | 08:51 | 09:49 | 06:06 | 04:31 | |
Power Treads | 1 | 7.14% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 00:00 | 00:00 | |
Javelin | 1 | 7.14% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:12 | 09:12 | 09:12 | 09:12 | 09:12 | 09:12 | 00:00 | 00:00 | |
Crimson Guard | 1 | 7.14% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:26 | 26:26 | 26:26 | 26:26 | 26:26 | 26:26 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 7.14% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 | |
Octarine Core | 1 | 7.14% | 26.5 | 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 | |
Aether Lens | 1 | 7.14% | 23.5 | 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 | |
Maelstrom | 1 | 7.14% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:40 | 12:40 | 12:40 | 12:40 | 12:40 | 12:40 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 7.14% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:58 | 25:58 | 25:58 | 25:58 | 25:58 | 25:58 | 00:00 | 00:00 | |
Vanguard | 1 | 7.14% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 00:00 | 00:00 | |
Headdress | 1 | 7.14% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 00:00 | 00:00 | |
Tranquil Boots | 2 | 14.29% | 8.8 | 50.00% | -33.33% | +50.00% | 0.00% | 0.00% | 10:36 | 07:59 | 07:59 | 13:13 | 13:13 | 13:13 | 05:14 | 03:52 | |
Ghost Scepter | 1 | 7.14% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 | |
Spirit Vessel | 2 | 14.29% | 2.9 | 0.00% | -91.67% | 0.00% | 0.00% | 0.00% | 14:30 | 13:21 | 13:21 | 15:38 | 15:38 | 15:38 | 02:17 | 01:41 |