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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 | 4 | 22.22% | 100.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 30:30 | 23:35 | 23:35 | 26:55 | 33:01 | 38:29 | 09:26 | 06:59 | |
Aghanim's Scepter | 12 | 66.67% | 97.6 | 75.00% | +75.00% | -8.33% | -8.33% | 0.00% | 25:01 | 16:11 | 17:04 | 19:02 | 31:21 | 47:28 | 14:17 | 10:34 | |
Vanguard | 11 | 61.11% | 95.2 | 72.73% | +58.44% | -6.06% | -6.06% | 0.00% | 06:03 | 03:35 | 04:24 | 05:57 | 06:50 | 10:01 | 02:26 | 01:48 | |
Quelling Blade | 8 | 44.44% | 92.9 | 75.00% | +45.00% | +25.00% | +25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Ring of Health | 13 | 72.22% | 90.5 | 61.54% | +41.54% | +5.13% | -28.21% | -15.15% | 05:43 | 00:04 | 01:32 | 02:21 | 03:44 | 29:56 | 02:12 | 01:37 | |
Chainmail | 10 | 55.56% | 88.1 | 60.00% | +22.50% | +6.67% | -10.00% | -4.05% | 08:21 | 04:04 | 06:39 | 08:09 | 10:46 | 11:52 | 04:07 | 03:02 | |
Phase Boots | 10 | 55.56% | 85.7 | 60.00% | +22.50% | +6.67% | -60.00% | -15.15% | 09:32 | 05:32 | 08:02 | 09:11 | 12:26 | 12:49 | 04:24 | 03:15 | |
Boots of Speed | 18 | 100.00% | 83.3 | 50.00% | +50.00% | -10.00% | +25.00% | 8.79% | 05:32 | 01:09 | 03:21 | 05:29 | 07:20 | 10:18 | 03:59 | 02:57 | |
Eternal Shroud | 4 | 22.22% | 81.0 | 75.00% | +32.14% | -75.00% | +25.00% | 47.62% | 23:05 | 20:30 | 20:30 | 21:52 | 22:36 | 27:20 | 02:06 | 01:33 | |
Shiva's Guard | 2 | 11.11% | 78.6 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 43:44 | 37:46 | 37:46 | 49:41 | 49:41 | 49:41 | 11:55 | 08:49 | |
Heart of Tarrasque | 2 | 11.11% | 76.2 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 32:23 | 27:23 | 27:23 | 37:22 | 37:22 | 37:22 | 09:59 | 07:23 | |
Bracer | 2 | 11.11% | 73.8 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 01:57 | 01:39 | 01:39 | 02:14 | 02:14 | 02:14 | 00:35 | 00:25 | |
Blink Dagger | 12 | 66.67% | 71.4 | 50.00% | 0.00% | +16.67% | -16.67% | -3.62% | 20:08 | 12:37 | 14:04 | 20:40 | 23:17 | 33:02 | 09:13 | 06:49 | |
Magic Wand | 12 | 66.67% | 69.0 | 41.67% | -25.00% | -41.67% | -8.34% | 8.03% | 08:36 | 02:51 | 05:52 | 07:36 | 10:01 | 15:22 | 04:09 | 03:04 | |
Magic Stick | 14 | 77.78% | 66.7 | 35.71% | -64.29% | +14.29% | +64.29% | 8.45% | 03:38 | -01:29 | 00:26 | 02:53 | 06:21 | 15:22 | 05:55 | 04:22 | |
Glimmer Cape | 1 | 5.56% | 64.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 00:00 | 00:00 | |
Diadem | 1 | 5.56% | 61.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 | |
Dagon | 1 | 5.56% | 59.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 00:00 | 00:00 | |
Bottle | 1 | 5.56% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:58 | 04:58 | 04:58 | 04:58 | 04:58 | 04:58 | 00:00 | 00:00 | |
Octarine Core | 1 | 5.56% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 5.56% | 52.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 5.56% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 | |
Boots of Travel | 1 | 5.56% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 00:00 | 00:00 | |
Aghanim's Shard | 5 | 27.78% | 45.2 | 40.00% | -13.85% | -40.00% | +60.00% | 13.95% | 22:10 | 16:42 | 16:42 | 21:15 | 23:52 | 30:22 | 07:10 | 05:18 | |
Sange | 2 | 11.11% | 42.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 31:11 | 26:44 | 26:44 | 35:37 | 35:37 | 35:37 | 08:53 | 06:34 | |
Crimson Guard | 3 | 16.67% | 40.5 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 34:22 | 18:15 | 18:15 | 33:17 | 51:34 | 51:34 | 33:19 | 24:40 | |
Helm of Iron Will | 3 | 16.67% | 38.1 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 32:42 | 14:15 | 14:15 | 32:17 | 51:34 | 51:34 | 37:19 | 27:38 | |
Ghost Scepter | 3 | 16.67% | 35.7 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 42:03 | 38:30 | 38:30 | 38:37 | 49:02 | 49:02 | 10:32 | 07:48 | |
Kaya | 3 | 16.67% | 33.3 | 33.33% | -20.00% | +66.67% | 0.00% | 0.00% | 40:31 | 28:43 | 28:43 | 40:43 | 52:06 | 52:06 | 23:23 | 17:19 | |
Tranquil Boots | 5 | 27.78% | 31.0 | 20.00% | -41.54% | -20.00% | -20.00% | 0.00% | 06:45 | 05:52 | 05:52 | 05:59 | 06:00 | 09:57 | 00:08 | 00:05 | |
Wind Lace | 5 | 27.78% | 28.6 | 20.00% | -41.54% | -20.00% | +80.00% | 31.41% | 01:01 | -01:29 | -01:29 | -01:29 | 04:40 | 04:51 | 06:09 | 04:33 | |
Ring of Protection | 6 | 33.33% | 26.2 | 16.67% | -50.00% | +33.33% | -16.67% | -10.83% | 02:34 | -01:30 | -01:29 | -01:23 | 06:06 | 08:55 | 07:35 | 05:37 | |
Void Stone | 7 | 38.89% | 23.8 | 14.29% | -58.44% | -14.29% | +35.71% | 3.36% | 21:46 | 08:32 | 13:23 | 22:31 | 28:15 | 33:04 | 14:52 | 11:00 | |
Aether Lens | 3 | 16.67% | 21.4 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 19:44 | 17:19 | 17:19 | 17:21 | 24:32 | 24:32 | 07:13 | 05:20 | |
Lotus Orb | 2 | 11.11% | 19.0 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 31:18 | 28:31 | 28:31 | 34:04 | 34:04 | 34:04 | 05:33 | 04:06 | |
Arcane Boots | 1 | 5.56% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 5.56% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:04 | 09:04 | 09:04 | 09:04 | 09:04 | 09:04 | 00:00 | 00:00 | |
Soul Ring | 2 | 11.11% | 11.9 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 09:02 | 08:11 | 08:11 | 09:52 | 09:52 | 09:52 | 01:41 | 01:14 | |
Ethereal Blade | 1 | 5.56% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:05 | 53:05 | 53:05 | 53:05 | 53:05 | 53:05 | 00:00 | 00:00 | |
Headdress | 1 | 5.56% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 5.56% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 | |
Pavise | 1 | 5.56% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:43 | 10:43 | 10:43 | 10:43 | 10:43 | 10:43 | 00:00 | 00:00 |