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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 | |
Guardian Greaves | 5 | 15.63% | 100.0 | 100.00% | +70.37% | 0.00% | 0.00% | 0.00% | 31:52 | 17:57 | 17:57 | 34:35 | 35:55 | 36:40 | 17:58 | 13:18 | |
Arcane Boots | 19 | 59.38% | 97.5 | 52.63% | +29.55% | -12.63% | -12.63% | 0.00% | 14:16 | 04:15 | 10:54 | 13:16 | 16:35 | 33:43 | 05:41 | 04:12 | |
Magic Wand | 22 | 68.75% | 95.0 | 45.45% | +15.45% | -12.12% | +14.55% | 4.45% | 09:59 | -01:29 | 05:32 | 10:02 | 11:32 | 27:57 | 06:00 | 04:26 | |
Boots of Speed | 32 | 100.00% | 92.5 | 40.63% | +40.63% | +9.37% | +9.37% | 0.00% | 06:48 | 01:48 | 04:38 | 07:03 | 08:07 | 13:42 | 03:29 | 02:34 | |
Buckler | 6 | 18.75% | 90.0 | 66.67% | +32.05% | -16.67% | +33.33% | 6.86% | 29:02 | 15:19 | 26:55 | 28:08 | 34:12 | 36:03 | 07:17 | 05:23 | |
Aghanim's Shard | 14 | 43.75% | 87.5 | 50.00% | +16.67% | 0.00% | +16.67% | 3.29% | 30:03 | 19:55 | 26:15 | 28:04 | 31:19 | 48:28 | 05:04 | 03:45 | |
Magic Stick | 31 | 96.88% | 85.0 | 38.71% | -61.29% | -13.71% | +11.29% | 7.54% | 02:25 | -01:29 | -01:29 | 00:38 | 04:48 | 12:36 | 06:17 | 04:39 | |
Ring of Health | 4 | 12.50% | 82.5 | 75.00% | +39.29% | +25.00% | -75.00% | 0.00% | 20:51 | 03:36 | 03:36 | 07:35 | 26:54 | 45:19 | 23:18 | 17:15 | |
Drum of Endurance | 4 | 12.50% | 80.0 | 75.00% | +39.29% | -75.00% | +25.00% | 0.00% | 27:52 | 17:54 | 17:54 | 18:59 | 29:59 | 44:36 | 12:05 | 08:57 | |
Aghanim's Scepter | 2 | 6.25% | 77.5 | 100.00% | +63.33% | 0.00% | 0.00% | 0.00% | 36:06 | 28:53 | 28:53 | 43:19 | 43:19 | 43:19 | 14:26 | 10:41 | |
Heaven's Halberd | 2 | 6.25% | 75.0 | 100.00% | +63.33% | 0.00% | 0.00% | 0.00% | 28:21 | 19:20 | 19:20 | 37:22 | 37:22 | 37:22 | 18:02 | 13:21 | |
Sange | 2 | 6.25% | 72.5 | 100.00% | +63.33% | 0.00% | 0.00% | 0.00% | 22:48 | 17:02 | 17:02 | 28:33 | 28:33 | 28:33 | 11:31 | 08:31 | |
Chainmail | 19 | 59.38% | 70.0 | 42.11% | +3.65% | +17.89% | -2.11% | -3.42% | 17:09 | 10:42 | 12:33 | 16:43 | 18:24 | 30:18 | 05:51 | 04:20 | |
Ring of Protection | 16 | 50.00% | 67.5 | 43.75% | +6.25% | +31.25% | +6.25% | -2.80% | 16:29 | -01:29 | 12:11 | 13:16 | 21:07 | 35:56 | 08:56 | 06:37 | |
Void Stone | 14 | 43.75% | 65.0 | 42.86% | +3.97% | +7.14% | -9.53% | -1.89% | 19:00 | 04:41 | 13:10 | 16:36 | 21:58 | 45:19 | 08:48 | 06:31 | |
Wind Lace | 14 | 43.75% | 62.5 | 42.86% | +3.97% | +7.14% | -9.53% | -1.16% | 09:13 | -01:29 | 01:47 | 07:21 | 16:08 | 29:59 | 14:21 | 10:37 | |
Mekansm | 11 | 34.38% | 60.0 | 45.45% | +7.35% | +21.22% | -12.12% | -4.57% | 19:51 | 13:18 | 14:13 | 19:23 | 21:31 | 30:18 | 07:18 | 05:24 | |
Glimmer Cape | 8 | 25.00% | 57.5 | 50.00% | +12.50% | 0.00% | 0.00% | 0.00% | 23:25 | 16:46 | 19:17 | 20:51 | 25:05 | 32:40 | 05:48 | 04:17 | |
Tranquil Boots | 5 | 15.63% | 55.0 | 60.00% | +22.96% | +40.00% | -60.00% | 0.00% | 19:00 | 09:52 | 09:52 | 13:42 | 28:21 | 33:03 | 18:29 | 13:41 | |
Headdress | 12 | 37.50% | 52.5 | 41.67% | +1.67% | +25.00% | -8.34% | -5.00% | 16:23 | 10:16 | 11:45 | 13:17 | 18:25 | 30:18 | 06:40 | 04:56 | |
Crown | 9 | 28.13% | 50.0 | 44.44% | +5.31% | +55.56% | -44.44% | -7.26% | 20:01 | 07:34 | 12:27 | 20:03 | 26:14 | 31:39 | 13:47 | 10:12 | |
Solar Crest | 9 | 28.13% | 47.5 | 44.44% | +5.31% | +55.56% | +5.56% | -3.42% | 26:22 | 15:57 | 16:38 | 26:29 | 31:14 | 40:20 | 14:36 | 10:48 | |
Ghost Scepter | 3 | 9.38% | 45.0 | 66.67% | +28.74% | -66.67% | 0.00% | 0.00% | 23:39 | 18:59 | 18:59 | 24:09 | 27:48 | 27:48 | 08:49 | 06:31 | |
Pavise | 11 | 34.38% | 42.5 | 36.36% | -6.50% | -3.03% | -3.03% | 0.00% | 19:14 | 13:22 | 13:52 | 19:21 | 21:59 | 26:25 | 08:07 | 06:00 | |
Fluffy Hat | 19 | 59.38% | 40.0 | 26.32% | -35.22% | -6.32% | -6.32% | 0.00% | 19:11 | 06:37 | 13:16 | 16:54 | 23:15 | 38:42 | 09:59 | 07:23 | |
Blight Stone | 8 | 25.00% | 37.5 | 37.50% | -4.17% | +62.50% | +12.50% | -4.89% | 18:28 | 10:03 | 12:33 | 17:55 | 22:46 | 24:30 | 10:13 | 07:34 | |
Medallion of Courage | 8 | 25.00% | 35.0 | 37.50% | -4.17% | +62.50% | +12.50% | -4.89% | 18:54 | 12:08 | 12:33 | 18:34 | 22:46 | 24:41 | 10:13 | 07:34 | |
Ring of Basilius | 4 | 12.50% | 32.5 | 50.00% | +10.71% | +50.00% | +50.00% | 0.00% | 04:04 | -01:29 | -01:29 | 03:56 | 04:36 | 09:12 | 06:05 | 04:30 | |
Force Staff | 9 | 28.13% | 30.0 | 33.33% | -10.15% | -33.33% | +16.67% | 3.85% | 29:38 | 16:55 | 22:08 | 30:22 | 35:08 | 42:02 | 13:00 | 09:37 | |
Eul's Scepter of Divinity | 1 | 3.13% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 | |
Lotus Orb | 1 | 3.13% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 | |
Soul Ring | 1 | 3.13% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:31 | 05:31 | 05:31 | 05:31 | 05:31 | 05:31 | 00:00 | 00:00 | |
Octarine Core | 1 | 3.13% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:49 | 35:49 | 35:49 | 35:49 | 35:49 | 35:49 | 00:00 | 00:00 | |
Vanguard | 1 | 3.13% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 3.13% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 00:00 | 00:00 | |
Meteor Hammer | 1 | 3.13% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:59 | 09:59 | 09:59 | 09:59 | 09:59 | 09:59 | 00:00 | 00:00 | |
Aether Lens | 2 | 6.25% | 10.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 43:40 | 37:09 | 37:09 | 50:11 | 50:11 | 50:11 | 13:02 | 09:39 | |
Boots of Bearing | 2 | 6.25% | 7.5 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 33:46 | 25:27 | 25:27 | 42:04 | 42:04 | 42:04 | 16:37 | 12:18 | |
Orb of Venom | 3 | 9.38% | 5.0 | 33.33% | -8.05% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 | |
Quelling Blade | 2 | 6.25% | 2.5 | 0.00% | -43.33% | 0.00% | 0.00% | 0.00% | 29:21 | 20:37 | 20:37 | 38:05 | 38:05 | 38:05 | 17:28 | 12:56 |