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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 | 11 | 84.62% | 100.0 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 27:05 | 19:54 | 21:14 | 26:48 | 30:35 | 36:18 | 09:21 | 06:55 | |
Ring of Health | 11 | 84.62% | 97.1 | 45.45% | +45.45% | +21.22% | -12.12% | -30.31% | 03:25 | 02:03 | 02:33 | 03:26 | 03:39 | 05:35 | 01:06 | 00:48 | |
Arcane Boots | 11 | 84.62% | 94.3 | 45.45% | +45.45% | +21.22% | +21.22% | 0.00% | 09:17 | 07:23 | 07:43 | 09:33 | 10:02 | 11:20 | 02:19 | 01:42 | |
Vanguard | 11 | 84.62% | 91.4 | 45.45% | +45.45% | -12.12% | +21.22% | 23.81% | 06:43 | 04:57 | 05:42 | 06:38 | 07:06 | 09:48 | 01:24 | 01:02 | |
Crimson Guard | 5 | 38.46% | 88.6 | 60.00% | +35.00% | +40.00% | +40.00% | 0.00% | 22:59 | 18:25 | 18:25 | 22:01 | 26:35 | 27:43 | 08:10 | 06:02 | |
Magic Wand | 13 | 100.00% | 85.7 | 38.46% | +38.46% | -5.13% | -38.46% | -33.33% | 00:50 | -01:29 | -01:29 | -01:29 | -01:27 | 12:56 | 00:02 | 00:01 | |
Boots of Speed | 13 | 100.00% | 82.9 | 38.46% | +38.46% | -5.13% | -5.13% | 0.00% | 06:43 | 01:33 | 05:20 | 07:28 | 08:09 | 09:28 | 02:49 | 02:05 | |
Pipe of Insight | 9 | 69.23% | 80.0 | 44.44% | +19.44% | +5.56% | -44.44% | -5.24% | 20:31 | 14:31 | 15:00 | 17:55 | 24:33 | 33:16 | 09:33 | 07:04 | |
Helm of Iron Will | 6 | 46.15% | 77.1 | 50.00% | +21.43% | 0.00% | -50.00% | -6.54% | 27:54 | 16:55 | 18:16 | 19:50 | 25:55 | 60:31 | 07:39 | 05:40 | |
Headdress | 10 | 76.92% | 74.3 | 40.00% | +6.67% | -6.67% | +60.00% | 34.78% | 12:55 | 08:24 | 11:16 | 12:26 | 13:11 | 21:24 | 01:55 | 01:25 | |
Aghanim's Scepter | 10 | 76.92% | 71.4 | 30.00% | -36.67% | +3.33% | -30.00% | -1.44% | 27:43 | 14:04 | 16:07 | 29:02 | 39:16 | 44:35 | 23:09 | 17:08 | |
Null Talisman | 1 | 7.69% | 68.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:40 | 03:40 | 03:40 | 03:40 | 03:40 | 03:40 | 00:00 | 00:00 | |
Mekansm | 6 | 46.15% | 65.7 | 33.33% | -9.53% | -33.33% | -33.33% | 0.00% | 14:12 | 10:03 | 12:08 | 13:50 | 15:09 | 20:05 | 03:01 | 02:14 | |
Guardian Greaves | 6 | 46.15% | 62.9 | 33.33% | -9.53% | -33.33% | -33.33% | 0.00% | 19:09 | 13:50 | 17:06 | 18:10 | 21:41 | 24:03 | 04:35 | 03:23 | |
Chainmail | 6 | 46.15% | 60.0 | 33.33% | -9.53% | +16.67% | -33.33% | -18.99% | 12:42 | 09:17 | 11:13 | 11:17 | 13:51 | 17:51 | 02:38 | 01:57 | |
Ring of Protection | 7 | 53.85% | 57.1 | 28.57% | -21.43% | -28.57% | -28.57% | 0.00% | 13:53 | 09:25 | 11:12 | 14:10 | 14:35 | 17:52 | 03:23 | 02:30 | |
Buckler | 7 | 53.85% | 54.3 | 28.57% | -21.43% | -28.57% | +21.43% | 17.05% | 15:36 | 09:25 | 13:30 | 16:08 | 16:26 | 21:14 | 02:56 | 02:10 | |
Linken's Sphere | 2 | 15.38% | 51.4 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 41:35 | 38:18 | 38:18 | 44:51 | 44:51 | 44:51 | 06:33 | 04:51 | |
Quelling Blade | 2 | 15.38% | 48.6 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:26 | -01:26 | -01:26 | 00:03 | 00:02 | |
Soul Ring | 2 | 15.38% | 45.7 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 15:07 | 11:34 | 11:34 | 18:40 | 18:40 | 18:40 | 07:06 | 05:15 | |
Lotus Orb | 2 | 15.38% | 42.9 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 33:09 | 32:14 | 32:14 | 34:03 | 34:03 | 34:03 | 01:49 | 01:20 | |
Echo Sabre | 3 | 23.08% | 40.0 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 14:50 | 09:03 | 09:03 | 09:08 | 26:20 | 26:20 | 17:17 | 12:48 | |
Cornucopia | 3 | 23.08% | 37.1 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 34:19 | 20:04 | 20:04 | 38:02 | 44:51 | 44:51 | 24:47 | 18:21 | |
Black King Bar | 3 | 23.08% | 34.3 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 30:08 | 24:23 | 24:23 | 30:47 | 35:14 | 35:14 | 10:51 | 08:02 | |
Void Stone | 3 | 23.08% | 31.4 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 36:02 | 27:50 | 27:50 | 33:49 | 46:26 | 46:26 | 18:36 | 13:46 | |
Magic Stick | 4 | 30.77% | 28.6 | 25.00% | -19.44% | -25.00% | -25.00% | 0.00% | 02:15 | -01:29 | -01:29 | -01:27 | 02:25 | 09:29 | 03:54 | 02:53 | |
Shiva's Guard | 1 | 7.69% | 25.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 7.69% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 00:00 | 00:00 | |
Nullifier | 1 | 7.69% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:40 | 60:40 | 60:40 | 60:40 | 60:40 | 60:40 | 00:00 | 00:00 | |
Boots of Travel | 1 | 7.69% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 00:00 | 00:00 | |
Bottle | 2 | 15.38% | 14.3 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 00:13 | 00:12 | 00:12 | 00:13 | 00:13 | 00:13 | 00:01 | 00:00 | |
Bloodthorn | 1 | 7.69% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 | |
Mage Slayer | 1 | 7.69% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 7.69% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 7.69% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 00:00 | 00:00 |