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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 | |
Skull Basher | 11 | 22.92% | 100.0 | 72.73% | +45.70% | +27.27% | -6.06% | -11.11% | 31:17 | 22:34 | 28:58 | 30:56 | 31:58 | 38:40 | 03:00 | 02:13 | |
Aghanim's Scepter | 3 | 6.25% | 97.1 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 17:21 | 16:23 | 16:23 | 16:24 | 19:15 | 19:15 | 02:52 | 02:07 | |
Wind Lace | 11 | 22.92% | 94.3 | 63.64% | +33.91% | +36.36% | -30.31% | -20.20% | 05:23 | -01:29 | 03:26 | 05:17 | 06:44 | 11:07 | 03:18 | 02:26 | |
Black King Bar | 43 | 89.58% | 91.4 | 41.86% | +41.86% | +12.69% | -14.59% | -4.92% | 22:35 | 15:53 | 19:17 | 22:30 | 24:50 | 31:24 | 05:33 | 04:06 | |
Aghanim's Shard | 38 | 79.17% | 88.6 | 42.11% | +22.11% | +7.89% | -8.78% | -3.89% | 18:37 | 15:00 | 15:05 | 15:58 | 19:22 | 34:49 | 04:17 | 03:10 | |
Magic Wand | 37 | 77.08% | 85.7 | 40.54% | +13.27% | +26.13% | -7.21% | -4.26% | 08:01 | -01:29 | 03:32 | 08:37 | 11:22 | 27:17 | 07:50 | 05:48 | |
Magic Stick | 34 | 70.83% | 82.9 | 41.18% | +12.61% | +3.26% | +8.82% | 0.86% | 03:21 | -01:29 | -01:29 | 02:10 | 07:55 | 16:27 | 09:24 | 06:57 | |
Boots of Speed | 48 | 100.00% | 80.0 | 37.50% | +37.50% | +20.83% | -4.17% | -8.72% | 04:13 | -01:29 | 02:36 | 03:56 | 05:28 | 09:39 | 02:52 | 02:07 | |
Armlet of Mordiggian | 15 | 31.25% | 77.1 | 46.67% | +13.34% | +3.33% | -46.67% | -12.35% | 11:23 | 07:47 | 09:00 | 11:06 | 13:03 | 17:37 | 04:03 | 03:00 | |
Blink Dagger | 39 | 81.25% | 74.3 | 35.90% | -8.54% | -25.90% | -5.90% | 3.28% | 24:09 | 13:10 | 20:39 | 24:23 | 26:45 | 38:05 | 06:06 | 04:31 | |
Heaven's Halberd | 4 | 8.33% | 71.4 | 75.00% | +40.91% | +25.00% | -75.00% | 0.00% | 30:03 | 26:06 | 26:06 | 28:20 | 30:32 | 35:15 | 04:26 | 03:17 | |
Sange | 4 | 8.33% | 68.6 | 75.00% | +40.91% | +25.00% | -75.00% | 0.00% | 27:38 | 23:00 | 23:00 | 26:28 | 30:14 | 30:48 | 07:14 | 05:21 | |
Helm of Iron Will | 22 | 45.83% | 65.7 | 40.91% | +6.29% | +25.76% | -0.91% | -0.92% | 16:36 | 01:17 | 03:48 | 11:24 | 32:43 | 44:43 | 28:55 | 21:25 | |
Abyssal Blade | 2 | 4.17% | 62.9 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 34:35 | 30:32 | 30:32 | 38:37 | 38:37 | 38:37 | 08:05 | 05:59 | |
Vanguard | 2 | 4.17% | 60.0 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 33:58 | 30:30 | 30:30 | 37:26 | 37:26 | 37:26 | 06:56 | 05:08 | |
Quelling Blade | 34 | 70.83% | 57.1 | 32.35% | -17.65% | +23.21% | -7.35% | 0.00% | -00:24 | -01:29 | -01:29 | -01:29 | -01:29 | 14:54 | 00:00 | 00:00 | |
Phase Boots | 36 | 75.00% | 54.3 | 30.56% | -27.77% | +13.88% | -19.45% | -16.00% | 08:55 | 05:30 | 06:52 | 07:44 | 08:57 | 32:14 | 02:05 | 01:32 | |
Chainmail | 36 | 75.00% | 51.4 | 30.56% | -27.77% | +2.77% | -19.45% | -9.52% | 07:08 | 02:19 | 04:53 | 06:26 | 07:13 | 31:49 | 02:20 | 01:43 | |
Buckler | 3 | 6.25% | 48.6 | 66.67% | +31.11% | +33.33% | 0.00% | 0.00% | 31:49 | 23:16 | 23:16 | 32:17 | 39:53 | 39:53 | 16:37 | 12:18 | |
Ring of Protection | 3 | 6.25% | 48.6 | 66.67% | +31.11% | +33.33% | 0.00% | 0.00% | 31:49 | 23:16 | 23:16 | 32:17 | 39:53 | 39:53 | 16:37 | 12:18 | |
Assault Cuirass | 3 | 6.25% | 42.9 | 66.67% | +31.11% | +33.33% | 0.00% | 0.00% | 33:36 | 24:47 | 24:47 | 34:59 | 41:02 | 41:02 | 16:15 | 12:02 | |
Overwhelming Blink | 3 | 6.25% | 40.0 | 66.67% | +31.11% | +33.33% | 0.00% | 0.00% | 35:43 | 33:40 | 33:40 | 35:31 | 37:57 | 37:57 | 04:17 | 03:10 | |
Power Treads | 7 | 14.58% | 37.1 | 42.86% | +6.27% | +7.14% | -42.86% | -18.07% | 07:52 | 04:27 | 05:46 | 07:34 | 08:32 | 11:31 | 02:46 | 02:02 | |
Bracer | 29 | 60.42% | 34.3 | 24.14% | -33.75% | -9.85% | +18.72% | 27.21% | 02:34 | 01:18 | 01:35 | 02:22 | 02:38 | 08:28 | 01:03 | 00:46 | |
Nullifier | 8 | 16.67% | 31.4 | 37.50% | 0.00% | -37.50% | +12.50% | 6.73% | 37:45 | 29:21 | 32:45 | 37:10 | 40:11 | 47:25 | 07:26 | 05:30 | |
Moon Shard | 1 | 2.08% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 00:00 | 00:00 | |
Echo Sabre | 5 | 10.42% | 25.7 | 40.00% | +2.79% | -40.00% | -40.00% | 0.00% | 13:25 | 11:38 | 11:38 | 13:32 | 13:53 | 15:39 | 02:15 | 01:40 | |
Ring of Health | 5 | 10.42% | 22.9 | 40.00% | +2.79% | +60.00% | -40.00% | 0.00% | 37:15 | 27:21 | 27:21 | 37:25 | 38:57 | 48:25 | 11:36 | 08:35 | |
Linken's Sphere | 4 | 8.33% | 20.0 | 25.00% | -13.64% | +75.00% | -25.00% | 0.00% | 37:31 | 27:38 | 27:38 | 34:50 | 39:11 | 48:25 | 11:33 | 08:33 | |
Void Stone | 4 | 8.33% | 17.1 | 25.00% | -13.64% | +75.00% | -25.00% | 0.00% | 37:18 | 27:28 | 27:28 | 34:07 | 39:10 | 48:25 | 11:42 | 08:40 | |
Hand of Midas | 5 | 10.42% | 14.3 | 20.00% | -19.53% | -20.00% | -20.00% | 0.00% | 11:12 | 09:16 | 09:16 | 10:39 | 11:33 | 14:16 | 02:17 | 01:41 | |
Fluffy Hat | 1 | 2.08% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 00:00 | 00:00 | |
Bottle | 4 | 8.33% | 8.6 | 0.00% | -40.91% | 0.00% | 0.00% | 0.00% | 01:29 | 00:45 | 00:45 | 01:35 | 01:46 | 01:50 | 01:01 | 00:45 | |
Swift Blink | 1 | 2.08% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 00:00 | 00:00 | |
Morbid Mask | 1 | 2.08% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 00:00 | 00:00 |