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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 | |
Void Stone | 7 | 31.82% | 100.0 | 85.71% | +45.71% | +14.29% | -35.71% | -5.88% | 18:43 | 08:25 | 13:07 | 21:30 | 21:37 | 27:18 | 08:30 | 06:17 | |
Mekansm | 16 | 72.73% | 97.7 | 62.50% | +29.17% | +37.50% | -37.50% | -21.33% | 12:16 | 09:18 | 10:21 | 11:08 | 13:52 | 18:10 | 03:31 | 02:36 | |
Ring of Protection | 16 | 72.73% | 95.5 | 62.50% | +29.17% | +12.50% | -12.50% | -5.62% | 14:13 | 03:47 | 10:41 | 13:38 | 15:08 | 25:46 | 04:27 | 03:17 | |
Guardian Greaves | 16 | 72.73% | 93.2 | 62.50% | +29.17% | +12.50% | -37.50% | -8.80% | 17:43 | 13:06 | 14:11 | 16:07 | 19:52 | 27:02 | 05:41 | 04:12 | |
Arcane Boots | 16 | 72.73% | 90.9 | 62.50% | +29.17% | -37.50% | +12.50% | 20.00% | 06:43 | 04:47 | 05:29 | 06:13 | 07:59 | 09:18 | 02:30 | 01:51 | |
Headdress | 16 | 72.73% | 88.6 | 62.50% | +29.17% | +37.50% | -12.50% | -25.00% | 09:38 | 02:30 | 08:36 | 09:35 | 10:36 | 13:41 | 02:00 | 01:28 | |
Buckler | 16 | 72.73% | 86.4 | 62.50% | +29.17% | +37.50% | -12.50% | -20.13% | 16:01 | 10:24 | 13:29 | 14:11 | 15:58 | 27:02 | 02:29 | 01:50 | |
Chainmail | 21 | 95.45% | 84.1 | 57.14% | +57.14% | -17.14% | +2.86% | 6.00% | 08:45 | 03:37 | 06:31 | 08:35 | 09:51 | 15:58 | 03:20 | 02:28 | |
Wraith Band | 15 | 68.18% | 81.8 | 60.00% | +17.14% | -10.00% | +15.00% | 25.00% | 01:09 | -01:29 | -01:29 | 01:52 | 02:09 | 03:02 | 03:38 | 02:41 | |
Boots of Speed | 22 | 100.00% | 79.5 | 54.55% | +54.55% | -21.22% | +5.45% | 12.50% | 04:13 | 02:06 | 03:08 | 04:19 | 05:16 | 07:03 | 02:08 | 01:34 | |
Shiva's Guard | 5 | 22.73% | 77.3 | 80.00% | +32.94% | +20.00% | -80.00% | 0.00% | 38:22 | 32:09 | 32:09 | 40:55 | 41:47 | 43:42 | 09:38 | 07:08 | |
Eul's Scepter of Divinity | 5 | 22.73% | 75.0 | 80.00% | +32.94% | +20.00% | -80.00% | 0.00% | 18:51 | 12:16 | 12:16 | 18:54 | 21:57 | 27:38 | 09:41 | 07:10 | |
Blink Dagger | 7 | 31.82% | 72.7 | 71.43% | +24.76% | +28.57% | -21.43% | -19.61% | 30:35 | 22:46 | 28:21 | 30:25 | 30:54 | 39:37 | 02:33 | 01:53 | |
Wind Lace | 10 | 45.45% | 70.5 | 60.00% | +10.00% | -26.67% | +40.00% | 7.48% | 08:05 | -01:29 | 03:34 | 06:45 | 12:29 | 20:14 | 08:55 | 06:36 | |
Magic Wand | 19 | 86.36% | 68.2 | 47.37% | -52.63% | +32.63% | -7.37% | -7.14% | 07:23 | -01:29 | 04:21 | 07:16 | 09:57 | 17:49 | 05:36 | 04:08 | |
Aghanim's Shard | 11 | 50.00% | 65.9 | 54.55% | 0.00% | +12.12% | +45.45% | 3.19% | 31:59 | 15:51 | 26:26 | 33:15 | 36:52 | 43:01 | 10:26 | 07:43 | |
Magic Stick | 18 | 81.82% | 63.6 | 44.44% | -55.56% | -4.44% | -44.44% | -7.38% | 04:06 | -01:29 | 01:33 | 02:38 | 06:58 | 12:26 | 05:25 | 04:00 | |
Black King Bar | 12 | 54.55% | 61.4 | 50.00% | -10.00% | -16.67% | +16.67% | 6.06% | 26:08 | 18:39 | 20:46 | 25:07 | 26:16 | 43:01 | 05:30 | 04:04 | |
Urn of Shadows | 2 | 9.09% | 59.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 06:19 | 05:42 | 05:42 | 06:55 | 06:55 | 06:55 | 01:13 | 00:54 | |
Lotus Orb | 2 | 9.09% | 56.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:19 | 23:19 | 24:26 | 24:26 | 24:26 | 01:07 | 00:49 | |
Aeon Disk | 7 | 31.82% | 54.5 | 57.14% | +3.81% | -7.14% | -7.14% | 0.00% | 39:34 | 35:54 | 36:08 | 39:09 | 40:21 | 45:43 | 04:13 | 03:07 | |
Sange | 10 | 45.45% | 52.3 | 50.00% | -8.33% | -16.67% | -50.00% | -1.91% | 22:27 | 11:39 | 13:18 | 21:42 | 30:47 | 31:33 | 17:29 | 12:57 | |
Heaven's Halberd | 5 | 22.73% | 50.0 | 60.00% | +7.06% | -60.00% | -60.00% | 0.00% | 29:24 | 23:17 | 23:17 | 31:02 | 33:02 | 35:08 | 09:45 | 07:13 | |
Ring of Health | 5 | 22.73% | 47.7 | 60.00% | +7.06% | -60.00% | -60.00% | 0.00% | 23:57 | 10:27 | 10:27 | 21:37 | 24:11 | 50:27 | 13:44 | 10:10 | |
Quelling Blade | 6 | 27.27% | 45.5 | 50.00% | -6.25% | 0.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Kaya and Sange | 4 | 18.18% | 43.2 | 50.00% | -5.56% | -50.00% | +50.00% | 0.00% | 22:56 | 16:05 | 16:05 | 20:09 | 22:28 | 33:02 | 06:23 | 04:43 | |
Kaya | 4 | 18.18% | 40.9 | 50.00% | -5.56% | -50.00% | +50.00% | 0.00% | 20:43 | 15:38 | 15:38 | 16:39 | 17:41 | 32:54 | 02:03 | 01:31 | |
Null Talisman | 4 | 18.18% | 38.6 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 02:06 | 01:03 | 01:03 | 01:17 | 02:46 | 03:19 | 01:43 | 01:16 | |
Manta Style | 1 | 4.55% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 00:00 | 00:00 | |
Yasha | 1 | 4.55% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:42 | 50:42 | 50:42 | 50:42 | 50:42 | 50:42 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 4.55% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 4.55% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 4.55% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 | |
Phase Boots | 5 | 22.73% | 25.0 | 40.00% | -18.82% | -40.00% | -40.00% | 0.00% | 07:44 | 06:15 | 06:15 | 07:45 | 08:51 | 08:57 | 02:36 | 01:55 | |
Hood of Defiance | 2 | 9.09% | 22.7 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 12:40 | 10:37 | 10:37 | 14:42 | 14:42 | 14:42 | 04:05 | 03:01 | |
Pipe of Insight | 2 | 9.09% | 20.5 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 17:25 | 14:51 | 14:51 | 19:58 | 19:58 | 19:58 | 05:07 | 03:47 | |
Ghost Scepter | 3 | 13.64% | 18.2 | 33.33% | -24.56% | +66.67% | 0.00% | 0.00% | 30:17 | 23:34 | 23:34 | 32:04 | 35:14 | 35:14 | 11:40 | 08:38 | |
Falcon Blade | 4 | 18.18% | 15.9 | 25.00% | -36.11% | -25.00% | -25.00% | 0.00% | 06:27 | 04:11 | 04:11 | 04:26 | 07:54 | 09:18 | 03:43 | 02:45 | |
Fluffy Hat | 6 | 27.27% | 13.6 | 16.67% | -52.08% | +33.33% | -16.67% | -2.99% | 11:39 | 01:26 | 03:34 | 07:28 | 20:17 | 28:37 | 16:43 | 12:22 | |
Blade Mail | 1 | 4.55% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 4.55% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:41 | 51:41 | 51:41 | 51:41 | 51:41 | 51:41 | 00:00 | 00:00 | |
Bottle | 1 | 4.55% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:11 | 01:11 | 01:11 | 01:11 | 01:11 | 01:11 | 00:00 | 00:00 | |
Power Treads | 1 | 4.55% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:45 | 08:45 | 08:45 | 08:45 | 08:45 | 08:45 | 00:00 | 00:00 | |
Force Staff | 1 | 4.55% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |