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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 | |
Blink Dagger | 9 | 40.91% | 100.0 | 77.78% | +39.32% | +22.22% | +22.22% | 0.00% | 33:08 | 16:46 | 24:21 | 31:11 | 34:09 | 56:44 | 09:48 | 07:15 | |
Ring of Health | 8 | 36.36% | 97.9 | 75.00% | +32.14% | +25.00% | -25.00% | -3.98% | 27:17 | 16:54 | 17:09 | 22:18 | 29:42 | 49:14 | 12:33 | 09:17 | |
Pipe of Insight | 3 | 13.64% | 95.8 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 21:36 | 20:37 | 20:37 | 21:44 | 22:28 | 22:28 | 01:51 | 01:22 | |
Scythe of Vyse | 3 | 13.64% | 93.8 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 1:01:14 | 40:27 | 40:27 | 57:41 | 1:25:33 | 1:25:33 | 45:06 | 33:24 | |
Bracer | 3 | 13.64% | 91.7 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 02:17 | 01:46 | 01:46 | 02:05 | 03:00 | 03:00 | 01:14 | 00:54 | |
Aether Lens | 3 | 13.64% | 89.6 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 43:21 | 42:30 | 42:30 | 43:19 | 44:14 | 44:14 | 01:44 | 01:17 | |
Hood of Defiance | 3 | 13.64% | 87.5 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 17:14 | 16:54 | 16:54 | 17:09 | 17:39 | 17:39 | 00:45 | 00:33 | |
Magic Wand | 19 | 86.36% | 85.4 | 57.89% | +24.56% | +2.11% | -57.89% | -11.36% | 09:15 | -01:29 | 06:32 | 09:45 | 11:49 | 15:31 | 05:17 | 03:54 | |
Boots of Speed | 22 | 100.00% | 83.3 | 54.55% | +54.55% | +12.12% | -34.55% | -17.18% | 05:11 | 01:44 | 03:47 | 04:32 | 06:30 | 10:03 | 02:43 | 02:00 | |
Aghanim's Scepter | 9 | 40.91% | 81.3 | 66.67% | +20.52% | +33.33% | -16.67% | -4.69% | 34:03 | 20:22 | 26:44 | 32:47 | 37:24 | 47:34 | 10:40 | 07:54 | |
Aghanim's Shard | 18 | 81.82% | 79.2 | 55.56% | +5.56% | +4.44% | -30.56% | -5.57% | 19:52 | 15:00 | 15:25 | 17:37 | 21:42 | 39:54 | 06:17 | 04:39 | |
Void Stone | 7 | 31.82% | 77.1 | 71.43% | +24.76% | +28.57% | -21.43% | -2.77% | 35:56 | 21:49 | 23:58 | 41:34 | 42:02 | 49:14 | 18:04 | 13:22 | |
Magic Stick | 21 | 95.45% | 75.0 | 52.38% | -47.62% | -12.38% | +7.62% | 6.03% | 03:18 | -01:29 | 01:06 | 02:27 | 04:25 | 11:13 | 03:19 | 02:27 | |
Headdress | 8 | 36.36% | 72.9 | 62.50% | +12.50% | -12.50% | -12.50% | 0.00% | 13:45 | 07:42 | 09:36 | 09:47 | 11:04 | 30:43 | 01:28 | 01:05 | |
Chainmail | 8 | 36.36% | 70.8 | 62.50% | +12.50% | -62.50% | -12.50% | 32.26% | 13:28 | 08:32 | 08:58 | 09:04 | 10:31 | 27:13 | 01:33 | 01:08 | |
Arcane Boots | 14 | 63.64% | 68.8 | 50.00% | -12.50% | 0.00% | -50.00% | -9.80% | 09:23 | 03:39 | 06:57 | 08:50 | 12:03 | 16:00 | 05:06 | 03:46 | |
Fluffy Hat | 15 | 68.18% | 66.7 | 46.67% | -24.76% | +3.33% | +3.33% | 0.00% | 18:22 | 09:19 | 12:42 | 17:36 | 20:37 | 41:47 | 07:55 | 05:51 | |
Octarine Core | 2 | 9.09% | 64.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 57:32 | 51:20 | 51:20 | 1:03:43 | 1:03:43 | 1:03:43 | 12:23 | 09:10 | |
Buckler | 7 | 31.82% | 62.5 | 57.14% | +3.81% | -7.14% | -7.14% | 0.00% | 16:54 | 12:40 | 12:47 | 14:00 | 14:01 | 36:43 | 01:14 | 00:54 | |
Mekansm | 7 | 31.82% | 60.4 | 57.14% | +3.81% | -57.14% | -7.14% | 50.00% | 14:35 | 11:05 | 11:06 | 11:56 | 12:06 | 30:44 | 01:00 | 00:44 | |
Guardian Greaves | 7 | 31.82% | 58.3 | 57.14% | +3.81% | -7.14% | -7.14% | 0.00% | 18:32 | 14:46 | 14:58 | 15:02 | 15:42 | 37:41 | 00:44 | 00:32 | |
Ring of Protection | 8 | 36.36% | 56.3 | 50.00% | -7.14% | 0.00% | -50.00% | -32.61% | 14:02 | -01:29 | 11:31 | 12:47 | 13:03 | 36:42 | 01:32 | 01:08 | |
Lotus Orb | 5 | 22.73% | 54.2 | 60.00% | +7.06% | +40.00% | -60.00% | -5.54% | 33:38 | 23:32 | 23:32 | 29:42 | 41:36 | 49:14 | 18:04 | 13:22 | |
Force Staff | 13 | 59.09% | 52.1 | 38.46% | -39.32% | -5.13% | -5.13% | 0.00% | 24:12 | 19:12 | 20:39 | 23:10 | 24:56 | 41:48 | 04:17 | 03:10 | |
Boots of Travel | 3 | 13.64% | 50.0 | 66.67% | +14.04% | +33.33% | 0.00% | 0.00% | 35:05 | 27:18 | 27:18 | 36:34 | 41:24 | 41:24 | 14:06 | 10:26 | |
Bottle | 3 | 13.64% | 47.9 | 66.67% | +14.04% | +33.33% | 0.00% | 0.00% | 01:14 | 01:09 | 01:09 | 01:13 | 01:20 | 01:20 | 00:11 | 00:08 | |
Glimmer Cape | 3 | 13.64% | 45.8 | 66.67% | +14.04% | +33.33% | 0.00% | 0.00% | 30:17 | 27:55 | 27:55 | 28:55 | 34:01 | 34:01 | 06:06 | 04:31 | |
Tranquil Boots | 3 | 13.64% | 43.8 | 66.67% | +14.04% | +33.33% | 0.00% | 0.00% | 15:35 | 12:00 | 12:00 | 13:12 | 21:33 | 21:33 | 09:33 | 07:04 | |
Quelling Blade | 3 | 13.64% | 41.7 | 66.67% | +14.04% | -66.67% | 0.00% | 0.00% | 02:56 | -01:29 | -01:29 | -01:29 | 11:45 | 11:45 | 13:14 | 09:48 | |
Wind Lace | 7 | 31.82% | 39.6 | 42.86% | -17.14% | -42.86% | +7.14% | 5.10% | 12:54 | 04:08 | 05:27 | 08:03 | 15:15 | 26:36 | 09:48 | 07:15 | |
Aghanim's Blessing | 1 | 4.55% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:44 | 56:44 | 56:44 | 56:44 | 56:44 | 56:44 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 4.55% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:20:51 | 1:20:51 | 1:20:51 | 1:20:51 | 1:20:51 | 1:20:51 | 00:00 | 00:00 | |
Crown | 1 | 4.55% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 00:00 | 00:00 | |
Wraith Pact | 1 | 4.55% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 | |
Aeon Disk | 1 | 4.55% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:22 | 1:08:22 | 1:08:22 | 1:08:22 | 1:08:22 | 1:08:22 | 00:00 | 00:00 | |
Refresher Orb | 1 | 4.55% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 00:00 | 00:00 | |
Solar Crest | 1 | 4.55% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 4.55% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 4.55% | 20.8 | 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 | |
Ring of Basilius | 1 | 4.55% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:02 | 30:02 | 30:02 | 30:02 | 30:02 | 30:02 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 4.55% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 | |
Morbid Mask | 1 | 4.55% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:02 | 30:02 | 30:02 | 30:02 | 30:02 | 30:02 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 4.55% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 00:00 | 00:00 | |
Blight Stone | 2 | 9.09% | 10.4 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 11:52 | -01:29 | -01:29 | 25:13 | 25:13 | 25:13 | 26:42 | 19:46 | |
Black King Bar | 2 | 9.09% | 8.3 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 28:09 | 22:22 | 22:22 | 33:56 | 33:56 | 33:56 | 11:34 | 08:34 | |
Wraith Band | 2 | 9.09% | 6.3 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 02:18 | 01:49 | 01:49 | 02:46 | 02:46 | 02:46 | 00:57 | 00:42 | |
Heaven's Halberd | 1 | 4.55% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 4.55% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 00:00 | 00:00 |