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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 | |
Phase Boots | 21 | 50.00% | 100.0 | 80.95% | +42.85% | +19.05% | -20.95% | -5.18% | 11:32 | 05:56 | 06:40 | 12:34 | 14:23 | 16:54 | 07:43 | 05:42 | |
Black King Bar | 10 | 23.81% | 97.5 | 90.00% | +40.00% | -23.33% | +10.00% | 2.03% | 35:32 | 19:47 | 30:17 | 30:32 | 46:44 | 50:40 | 16:27 | 12:11 | |
Chainmail | 22 | 52.38% | 95.0 | 77.27% | +37.27% | +22.73% | -37.27% | -10.34% | 10:52 | 05:26 | 07:45 | 11:34 | 13:33 | 17:02 | 05:48 | 04:17 | |
Desolator | 5 | 11.90% | 92.5 | 100.00% | +45.95% | 0.00% | 0.00% | 0.00% | 19:06 | 16:24 | 16:24 | 17:50 | 18:32 | 26:14 | 02:08 | 01:34 | |
Blink Dagger | 37 | 88.10% | 90.0 | 62.16% | +22.16% | -6.60% | -6.60% | 0.00% | 23:13 | 15:04 | 20:12 | 22:49 | 25:25 | 36:58 | 05:13 | 03:51 | |
Magic Wand | 41 | 97.62% | 87.5 | 60.98% | +60.98% | +19.02% | -20.98% | -8.42% | 11:33 | 03:56 | 07:24 | 10:07 | 12:09 | 34:46 | 04:45 | 03:31 | |
Blight Stone | 7 | 16.67% | 85.0 | 85.71% | +31.42% | -35.71% | +14.29% | 24.79% | 10:41 | -01:22 | 09:03 | 10:44 | 11:04 | 22:22 | 02:01 | 01:29 | |
Bottle | 7 | 16.67% | 82.5 | 85.71% | +31.42% | +14.29% | +14.29% | 0.00% | 01:35 | 01:20 | 01:22 | 01:33 | 01:39 | 02:01 | 00:17 | 00:12 | |
Falcon Blade | 7 | 16.67% | 80.0 | 85.71% | +31.42% | +14.29% | -35.71% | -22.22% | 11:23 | 08:46 | 10:11 | 10:57 | 12:26 | 13:49 | 02:15 | 01:40 | |
Magic Stick | 42 | 100.00% | 77.5 | 59.52% | +59.52% | +13.21% | +0.48% | -2.33% | 05:35 | -01:29 | 02:37 | 05:56 | 08:05 | 15:41 | 05:28 | 04:02 | |
Boots of Speed | 42 | 100.00% | 75.0 | 59.52% | +59.52% | -4.97% | +10.48% | 3.77% | 03:36 | -01:29 | -01:29 | 04:01 | 05:35 | 14:48 | 07:04 | 05:14 | |
Void Stone | 6 | 14.29% | 72.5 | 83.33% | +27.77% | +16.67% | +16.67% | 0.00% | 34:26 | 30:03 | 30:22 | 33:09 | 35:24 | 43:48 | 05:02 | 03:43 | |
Fluffy Hat | 24 | 57.14% | 70.0 | 58.33% | -2.78% | +41.67% | +8.34% | -1.52% | 20:22 | 05:52 | 08:27 | 14:27 | 30:26 | 43:14 | 21:59 | 16:17 | |
Orb of Venom | 8 | 19.05% | 67.5 | 75.00% | +19.12% | +25.00% | -25.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Quelling Blade | 8 | 19.05% | 65.0 | 75.00% | +19.12% | +25.00% | -25.00% | 0.00% | 00:25 | -01:29 | -01:29 | -01:29 | -01:29 | 13:41 | 00:00 | 00:00 | |
Wind Lace | 25 | 59.52% | 62.5 | 52.00% | -18.59% | -18.67% | +31.33% | 9.17% | 07:40 | -01:29 | 03:41 | 06:43 | 09:08 | 25:30 | 05:27 | 04:02 | |
Force Staff | 6 | 14.29% | 60.0 | 66.67% | +8.34% | -16.67% | +33.33% | 18.63% | 35:02 | 29:27 | 33:41 | 33:52 | 36:22 | 41:39 | 02:41 | 01:59 | |
Morbid Mask | 4 | 9.52% | 57.5 | 75.00% | +17.11% | +25.00% | +25.00% | 0.00% | 26:32 | 13:50 | 13:50 | 21:00 | 33:46 | 37:32 | 19:56 | 14:45 | |
Aghanim's Scepter | 4 | 9.52% | 55.0 | 75.00% | +17.11% | +25.00% | -75.00% | -4.23% | 42:14 | 24:40 | 24:40 | 37:42 | 48:17 | 58:16 | 23:37 | 17:29 | |
Aether Lens | 2 | 4.76% | 52.5 | 100.00% | +42.50% | 0.00% | 0.00% | 0.00% | 36:58 | 30:08 | 30:08 | 43:48 | 43:48 | 43:48 | 13:40 | 10:07 | |
Eul's Scepter of Divinity | 2 | 4.76% | 50.0 | 100.00% | +42.50% | 0.00% | 0.00% | 0.00% | 32:02 | 30:22 | 30:22 | 33:41 | 33:41 | 33:41 | 03:19 | 02:27 | |
Helm of Iron Will | 2 | 4.76% | 47.5 | 100.00% | +42.50% | 0.00% | 0.00% | 0.00% | 34:33 | 31:29 | 31:29 | 37:37 | 37:37 | 37:37 | 06:08 | 04:32 | |
Wraith Pact | 3 | 7.14% | 45.0 | 66.67% | +7.70% | +33.33% | 0.00% | 0.00% | 30:30 | 20:01 | 20:01 | 29:43 | 41:45 | 41:45 | 21:44 | 16:05 | |
Buckler | 3 | 7.14% | 42.5 | 66.67% | +7.70% | +33.33% | 0.00% | 0.00% | 20:39 | 09:38 | 09:38 | 21:00 | 31:20 | 31:20 | 21:42 | 16:04 | |
Vladmir's Offering | 3 | 7.14% | 40.0 | 66.67% | +7.70% | +33.33% | 0.00% | 0.00% | 24:15 | 16:10 | 16:10 | 21:59 | 34:36 | 34:36 | 18:26 | 13:39 | |
Ring of Protection | 3 | 7.14% | 37.5 | 66.67% | +7.70% | +33.33% | 0.00% | 0.00% | 20:39 | 09:36 | 09:36 | 21:00 | 31:20 | 31:20 | 21:44 | 16:05 | |
Drum of Endurance | 3 | 7.14% | 35.0 | 66.67% | +7.70% | -66.67% | 0.00% | 0.00% | 23:54 | 16:00 | 16:00 | 26:58 | 28:45 | 28:45 | 12:45 | 09:26 | |
Ring of Basilius | 3 | 7.14% | 32.5 | 66.67% | +7.70% | +33.33% | 0.00% | 0.00% | 20:26 | 07:02 | 07:02 | 21:00 | 33:15 | 33:15 | 26:13 | 19:25 | |
Tranquil Boots | 12 | 28.57% | 30.0 | 33.33% | -36.67% | -33.33% | 0.00% | 10.69% | 09:35 | 04:27 | 07:45 | 08:45 | 10:52 | 14:42 | 03:07 | 02:18 | |
Wraith Band | 1 | 2.38% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 00:00 | 00:00 | |
Aeon Disk | 1 | 2.38% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 53:48 | 00:00 | 00:00 | |
Nullifier | 1 | 2.38% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 | |
Satanic | 1 | 2.38% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 00:00 | 00:00 | |
Lotus Orb | 2 | 4.76% | 17.5 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 38:16 | 35:39 | 35:39 | 40:53 | 40:53 | 40:53 | 05:14 | 03:52 | |
Ring of Health | 2 | 4.76% | 15.0 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 34:37 | 33:49 | 33:49 | 35:24 | 35:24 | 35:24 | 01:35 | 01:10 | |
Ghost Scepter | 3 | 7.14% | 12.5 | 0.00% | -64.10% | 0.00% | 0.00% | 0.00% | 36:10 | 33:20 | 33:20 | 34:01 | 41:09 | 41:09 | 07:49 | 05:47 | |
Mekansm | 1 | 2.38% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 | |
Arcane Boots | 1 | 2.38% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 00:00 | 00:00 | |
Aghanim's Shard | 2 | 4.76% | 5.0 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 25:40 | 20:25 | 20:25 | 30:55 | 30:55 | 30:55 | 10:30 | 07:46 | |
Headdress | 1 | 2.38% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 00:00 | 00:00 |