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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 | |
Black King Bar | 6 | 40.00% | 100.0 | 50.00% | +50.00% | +50.00% | -50.00% | -8.16% | 28:31 | 19:45 | 22:01 | 24:32 | 34:16 | 36:27 | 12:15 | 09:04 | |
Linken's Sphere | 1 | 6.67% | 97.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 00:00 | 00:00 | |
Void Stone | 12 | 80.00% | 94.1 | 25.00% | +25.00% | -25.00% | +41.67% | 8.42% | 20:03 | 11:30 | 14:11 | 17:27 | 22:06 | 34:06 | 07:55 | 05:51 | |
Kaya | 13 | 86.67% | 91.2 | 23.08% | +23.08% | +10.25% | -23.08% | -3.70% | 18:46 | 11:48 | 13:00 | 17:57 | 22:01 | 30:08 | 09:01 | 06:40 | |
Ring of Health | 14 | 93.33% | 88.2 | 21.43% | +21.43% | +28.57% | +11.90% | -5.68% | 11:55 | 08:08 | 09:13 | 09:49 | 12:09 | 21:56 | 02:56 | 02:10 | |
Magic Stick | 14 | 93.33% | 85.3 | 21.43% | +21.43% | +3.57% | +11.90% | 1.13% | 04:19 | -01:29 | 00:39 | 04:48 | 08:03 | 09:37 | 07:24 | 05:28 | |
Magic Wand | 14 | 93.33% | 82.4 | 21.43% | +21.43% | +3.57% | +11.90% | 4.46% | 07:55 | 02:30 | 07:15 | 08:21 | 09:07 | 11:22 | 01:52 | 01:22 | |
Arcane Boots | 15 | 100.00% | 79.4 | 20.00% | +20.00% | +5.00% | -20.00% | -17.65% | 07:05 | 05:09 | 05:57 | 07:11 | 07:22 | 09:55 | 01:25 | 01:02 | |
Quelling Blade | 15 | 100.00% | 76.5 | 20.00% | +20.00% | +30.00% | +5.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Ring of Protection | 15 | 100.00% | 73.5 | 20.00% | +20.00% | -20.00% | +5.00% | 10.34% | 01:49 | -01:29 | -01:29 | 02:02 | 03:54 | 07:00 | 05:23 | 03:59 | |
Boots of Speed | 15 | 100.00% | 70.6 | 20.00% | +20.00% | +5.00% | -20.00% | -12.10% | 04:23 | 02:49 | 03:20 | 04:47 | 05:24 | 05:56 | 02:04 | 01:31 | |
Soul Ring | 15 | 100.00% | 67.6 | 20.00% | +20.00% | +30.00% | -20.00% | -29.41% | 05:03 | 02:40 | 04:02 | 04:38 | 05:44 | 08:03 | 01:42 | 01:15 | |
Aghanim's Shard | 6 | 40.00% | 64.7 | 33.33% | +22.22% | +16.67% | -33.33% | -9.23% | 23:59 | 19:33 | 20:24 | 24:33 | 25:49 | 28:35 | 05:25 | 04:00 | |
Lotus Orb | 9 | 60.00% | 61.8 | 22.22% | +5.55% | -22.22% | +77.78% | 9.13% | 23:39 | 14:43 | 17:39 | 22:20 | 28:36 | 34:53 | 10:57 | 08:06 | |
Hood of Defiance | 9 | 60.00% | 58.8 | 22.22% | +5.55% | +77.78% | -22.22% | -49.59% | 10:28 | 08:58 | 09:30 | 09:59 | 11:31 | 12:29 | 02:01 | 01:29 | |
Bracer | 10 | 66.67% | 55.9 | 20.00% | 0.00% | +13.33% | -20.00% | -33.33% | 01:57 | 00:24 | 01:54 | 02:00 | 02:17 | 02:37 | 00:23 | 00:17 | |
Kaya and Sange | 10 | 66.67% | 52.9 | 20.00% | 0.00% | +13.33% | -20.00% | -3.17% | 23:06 | 16:34 | 17:57 | 19:01 | 28:27 | 39:43 | 10:30 | 07:46 | |
Sange | 11 | 73.33% | 50.0 | 18.18% | -6.82% | +15.15% | -18.18% | -8.62% | 20:42 | 14:45 | 16:10 | 19:18 | 20:02 | 39:43 | 03:52 | 02:51 | |
Blink Dagger | 3 | 20.00% | 47.1 | 33.33% | +16.66% | -33.33% | 0.00% | 0.00% | 30:42 | 24:28 | 24:28 | 29:54 | 37:44 | 37:44 | 13:16 | 09:49 | |
Shiva's Guard | 3 | 20.00% | 44.1 | 33.33% | +16.66% | +66.67% | 0.00% | 0.00% | 33:16 | 30:16 | 30:16 | 33:51 | 35:42 | 35:42 | 05:26 | 04:01 | |
Vanguard | 2 | 13.33% | 41.2 | 0.00% | -23.08% | 0.00% | 0.00% | 0.00% | 09:34 | 09:08 | 09:08 | 10:00 | 10:00 | 10:00 | 00:52 | 00:38 | |
Helm of Iron Will | 1 | 6.67% | 38.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:05 | 22:05 | 22:05 | 22:05 | 22:05 | 22:05 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 6.67% | 35.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 6.67% | 32.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 00:00 | 00:00 | |
Force Staff | 1 | 6.67% | 29.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 4 | 26.67% | 26.5 | 0.00% | -27.27% | 0.00% | 0.00% | 0.00% | 16:32 | 14:54 | 14:54 | 15:47 | 15:52 | 19:33 | 00:58 | 00:42 | |
Orb of Venom | 1 | 6.67% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:13 | 03:13 | 03:13 | 03:13 | 03:13 | 03:13 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 6.67% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 | |
Scythe of Vyse | 2 | 13.33% | 17.6 | 0.00% | -23.08% | 0.00% | 0.00% | 0.00% | 39:53 | 32:25 | 32:25 | 47:21 | 47:21 | 47:21 | 14:56 | 11:03 | |
Crimson Guard | 1 | 6.67% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 00:00 | 00:00 | |
Wind Lace | 4 | 26.67% | 11.8 | 0.00% | -27.27% | 0.00% | 0.00% | 0.00% | 14:00 | 11:50 | 11:50 | 12:17 | 13:52 | 18:02 | 02:02 | 01:30 | |
Bottle | 1 | 6.67% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 6.67% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 6.67% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 00:00 | 00:00 |