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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 | 7 | 31.82% | 100.0 | 85.71% | +45.71% | +14.29% | +14.29% | 0.00% | 32:10 | 16:40 | 24:42 | 33:09 | 37:30 | 46:43 | 12:48 | 09:28 | |
Headdress | 6 | 27.27% | 97.3 | 83.33% | +39.58% | -33.33% | +16.67% | 10.87% | 16:33 | 09:37 | 10:04 | 12:19 | 14:40 | 38:17 | 04:36 | 03:24 | |
Scythe of Vyse | 8 | 36.36% | 94.6 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 34:15 | 31:00 | 31:15 | 32:32 | 33:35 | 41:47 | 02:20 | 01:43 | |
Sange | 21 | 95.45% | 91.9 | 57.14% | +57.14% | +2.86% | +22.86% | 2.80% | 18:58 | 12:14 | 14:09 | 18:13 | 21:18 | 33:26 | 07:09 | 05:17 | |
Kaya and Sange | 19 | 86.36% | 89.2 | 57.89% | +24.56% | +2.11% | +22.11% | 3.34% | 21:11 | 14:27 | 17:03 | 19:10 | 23:02 | 37:07 | 05:59 | 04:25 | |
Ring of Health | 17 | 77.27% | 86.5 | 58.82% | +18.82% | -8.82% | -33.82% | -6.10% | 05:41 | 01:34 | 02:55 | 04:07 | 07:01 | 12:06 | 04:06 | 03:02 | |
Void Stone | 15 | 68.18% | 83.8 | 60.00% | +17.14% | +15.00% | +15.00% | 0.00% | 25:23 | 06:41 | 17:28 | 26:50 | 30:54 | 41:47 | 13:26 | 09:57 | |
Boots of Speed | 22 | 100.00% | 81.1 | 54.55% | +54.55% | -4.55% | +25.45% | 8.26% | 04:46 | 01:49 | 02:56 | 04:20 | 06:34 | 11:27 | 03:38 | 02:41 | |
Arcane Boots | 22 | 100.00% | 78.4 | 54.55% | +54.55% | +12.12% | +25.45% | 3.83% | 07:22 | 04:21 | 05:33 | 07:00 | 09:02 | 12:59 | 03:29 | 02:34 | |
Ring of Protection | 20 | 90.91% | 75.7 | 55.00% | +5.00% | -15.00% | +5.00% | 3.01% | 04:53 | -01:29 | -01:29 | 06:32 | 08:08 | 11:08 | 09:37 | 07:07 | |
Kaya | 20 | 90.91% | 73.0 | 55.00% | +5.00% | -15.00% | +25.00% | 5.16% | 19:17 | 11:59 | 15:17 | 17:19 | 23:02 | 36:41 | 07:45 | 05:44 | |
Aghanim's Scepter | 5 | 22.73% | 70.3 | 80.00% | +32.94% | +20.00% | +20.00% | 0.00% | 30:03 | 20:41 | 20:41 | 25:20 | 32:43 | 50:24 | 12:02 | 08:54 | |
Magic Stick | 18 | 81.82% | 67.6 | 55.56% | +5.56% | +4.44% | +19.44% | 3.15% | 04:29 | -01:29 | 02:10 | 04:04 | 06:56 | 10:05 | 04:46 | 03:31 | |
Magic Wand | 18 | 81.82% | 64.9 | 55.56% | +5.56% | +4.44% | +19.44% | 3.64% | 06:57 | -01:29 | 05:03 | 07:35 | 09:10 | 12:28 | 04:07 | 03:02 | |
Soul Ring | 19 | 86.36% | 62.2 | 52.63% | -14.04% | -12.63% | +27.37% | 18.18% | 08:26 | 04:11 | 07:10 | 08:15 | 09:22 | 11:33 | 02:12 | 01:37 | |
Black King Bar | 12 | 54.55% | 59.5 | 58.33% | +8.33% | +8.34% | -58.33% | -9.57% | 27:50 | 18:55 | 23:27 | 24:44 | 30:25 | 39:24 | 06:58 | 05:09 | |
Hood of Defiance | 15 | 68.18% | 56.8 | 53.33% | -3.81% | -3.33% | -3.33% | 0.00% | 12:29 | 04:52 | 09:12 | 11:22 | 12:10 | 40:15 | 02:58 | 02:11 | |
Quelling Blade | 18 | 81.82% | 54.1 | 50.00% | -25.00% | -10.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Mekansm | 4 | 18.18% | 51.4 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 12:59 | 10:02 | 10:02 | 12:03 | 14:30 | 15:20 | 04:28 | 03:18 | |
Buckler | 4 | 18.18% | 48.6 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 15:19 | 13:16 | 13:16 | 14:15 | 16:39 | 17:06 | 03:23 | 02:30 | |
Guardian Greaves | 4 | 18.18% | 45.9 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 18:00 | 15:14 | 15:14 | 15:59 | 20:19 | 20:29 | 05:05 | 03:45 | |
Pipe of Insight | 2 | 9.09% | 43.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:25 | 16:27 | 16:27 | 38:23 | 38:23 | 38:23 | 21:56 | 16:14 | |
Shiva's Guard | 2 | 9.09% | 40.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:13 | 33:21 | 33:21 | 37:05 | 37:05 | 37:05 | 03:44 | 02:45 | |
Chainmail | 5 | 22.73% | 37.8 | 60.00% | +7.06% | +40.00% | +40.00% | 0.00% | 11:57 | 09:37 | 09:37 | 11:36 | 14:06 | 14:22 | 04:29 | 03:19 | |
Aghanim's Shard | 3 | 13.64% | 35.1 | 66.67% | +14.04% | +33.33% | 0.00% | 0.00% | 24:56 | 17:56 | 17:56 | 21:51 | 35:02 | 35:02 | 17:06 | 12:40 | |
Bottle | 3 | 13.64% | 32.4 | 66.67% | +14.04% | +33.33% | 0.00% | 0.00% | 06:55 | 01:06 | 01:06 | 02:07 | 17:33 | 17:33 | 16:27 | 12:11 | |
Bloodstone | 1 | 4.55% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 00:00 | 00:00 | |
Meteor Hammer | 1 | 4.55% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:51 | 06:51 | 06:51 | 06:51 | 06:51 | 06:51 | 00:00 | 00:00 | |
Crown | 1 | 4.55% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:53 | 05:53 | 05:53 | 05:53 | 05:53 | 05:53 | 00:00 | 00:00 | |
Bracer | 1 | 4.55% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Heaven's Halberd | 5 | 22.73% | 18.9 | 40.00% | -18.82% | +60.00% | -40.00% | 0.00% | 29:15 | 23:21 | 23:21 | 27:53 | 29:54 | 40:15 | 06:33 | 04:51 | |
Lotus Orb | 2 | 9.09% | 16.2 | 50.00% | -5.00% | +50.00% | 0.00% | 0.00% | 22:06 | 20:04 | 20:04 | 24:08 | 24:08 | 24:08 | 04:04 | 03:00 | |
Eul's Scepter of Divinity | 3 | 13.64% | 13.5 | 33.33% | -24.56% | +66.67% | 0.00% | 0.00% | 17:12 | 15:33 | 15:33 | 15:41 | 20:22 | 20:22 | 04:49 | 03:34 | |
Wind Lace | 3 | 13.64% | 10.8 | 33.33% | -24.56% | +66.67% | 0.00% | 0.00% | 13:02 | 07:50 | 07:50 | 15:20 | 15:57 | 15:57 | 08:07 | 06:00 | |
Ethereal Blade | 1 | 4.55% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 00:00 | 00:00 | |
Blade Mail | 1 | 4.55% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 4.55% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 00:00 | 00:00 |