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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.
| Total | Winrate shifts | Timings | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
 | Assault Cuirass | 445 | 4.83% | 92.6 | 65.84% | +17.02% | +5.33% | -9.98% | -1.77% | 30:24 | 16:57 | 25:31 | 29:27 | 34:09 | 1:02:19 | 06:23 |
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Magnus | 4 | 36.36% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 31:34 | 29:54 | 29:54 | 30:16 | 30:20 | 35:45 | 00:26 | 00:19 |
 | Lone Druid | 8 | 72.73% | 97.7 | 87.50% | +87.50% | +12.50% | -37.50% | -15.63% | 24:46 | 18:53 | 22:56 | 23:57 | 26:08 | 29:49 | 03:12 | 02:22 |
 | Broodmother | 3 | 33.33% | 95.3 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 26:36 | 23:58 | 23:58 | 26:48 | 29:03 | 29:03 | 05:05 | 03:45 |
 | Razor | 11 | 28.21% | 93.0 | 81.82% | +31.82% | +18.18% | -48.49% | -11.56% | 30:45 | 25:22 | 25:58 | 30:31 | 31:44 | 41:05 | 05:46 | 04:16 |
 | Lycan | 63 | 70.00% | 90.7 | 65.08% | +35.45% | +3.67% | -2.58% | -1.27% | 25:06 | 18:18 | 22:08 | 23:55 | 27:03 | 39:55 | 04:55 | 03:38 |
 | Bristleback | 13 | 25.00% | 88.4 | 76.92% | +35.89% | +23.08% | -10.25% | 0.00% | 29:52 | 21:35 | 23:30 | 30:11 | 32:26 | 40:50 | 08:56 | 06:37 |
 | Wraith King | 125 | 54.35% | 86.0 | 64.00% | +16.38% | +0.52% | -18.84% | -2.93% | 30:18 | 19:55 | 26:32 | 29:42 | 33:09 | 45:45 | 06:37 | 04:54 |
 | Dragon Knight | 13 | 24.07% | 83.7 | 76.92% | +35.46% | +23.08% | -10.25% | -6.25% | 29:47 | 25:29 | 26:58 | 29:15 | 32:18 | 35:31 | 05:20 | 03:57 |
 | Nature's Prophet | 41 | 29.93% | 81.4 | 65.85% | +17.93% | +14.15% | +4.15% | -1.47% | 30:36 | 22:16 | 26:41 | 30:06 | 33:28 | 41:33 | 06:47 | 05:01 |
 | Queen of Pain | 9 | 12.16% | 79.1 | 77.78% | +33.16% | +22.22% | -27.78% | -13.95% | 32:28 | 26:04 | 29:55 | 30:52 | 33:30 | 39:23 | 03:35 | 02:39 |
 | Alchemist | 48 | 53.93% | 76.7 | 56.25% | +24.54% | +18.75% | -6.25% | -4.26% | 23:32 | 16:57 | 20:17 | 21:45 | 26:09 | 34:35 | 05:52 | 04:20 |
 | Kunkka | 14 | 30.43% | 74.4 | 64.29% | +14.29% | +10.71% | -30.96% | -8.59% | 31:04 | 24:50 | 27:43 | 30:52 | 32:34 | 47:26 | 04:51 | 03:35 |
 | Abaddon | 4 | 4.44% | 72.1 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 41:20 | 32:19 | 32:19 | 35:40 | 44:01 | 53:20 | 11:42 | 08:40 |
 | Slardar | 5 | 14.71% | 69.8 | 80.00% | +28.28% | -80.00% | +20.00% | 6.73% | 36:58 | 25:41 | 25:41 | 38:38 | 40:33 | 41:22 | 14:52 | 11:00 |
 | Lifestealer | 9 | 47.37% | 67.4 | 55.56% | +25.56% | +44.44% | -5.56% | -6.51% | 28:41 | 23:46 | 23:48 | 28:52 | 31:29 | 34:09 | 07:41 | 05:41 |
 | Huskar | 3 | 37.50% | 65.1 | 66.67% | -13.33% | +33.33% | 0.00% | 0.00% | 26:59 | 26:02 | 26:02 | 26:43 | 28:11 | 28:11 | 02:09 | 01:35 |
 | Bloodseeker | 3 | 2.91% | 62.8 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 42:08 | 36:53 | 36:53 | 43:18 | 46:14 | 46:14 | 09:21 | 06:55 |
 | Shadow Fiend | 2 | 6.90% | 60.5 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 28:52 | 27:35 | 27:35 | 30:08 | 30:08 | 30:08 | 02:33 | 01:53 |
 | Mars | 14 | 5.30% | 58.1 | 57.14% | +9.54% | -7.14% | -23.81% | -2.55% | 39:17 | 30:41 | 35:21 | 36:16 | 41:54 | 59:48 | 06:33 | 04:51 |
 | Io | 2 | 2.44% | 55.8 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 38:37 | 33:08 | 33:08 | 44:06 | 44:06 | 44:06 | 10:58 | 08:07 |
 | Terrorblade | 2 | 2.33% | 53.5 | 100.00% | +51.19% | 0.00% | 0.00% | 0.00% | 36:20 | 28:54 | 28:54 | 43:45 | 43:45 | 43:45 | 14:51 | 11:00 |
 | Elder Titan | 2 | 2.04% | 51.2 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 42:41 | 40:33 | 40:33 | 44:48 | 44:48 | 44:48 | 04:15 | 03:08 |
 | Beastmaster | 7 | 3.93% | 48.8 | 57.14% | -2.51% | +42.86% | -57.14% | 0.00% | 41:50 | 30:10 | 39:03 | 43:51 | 43:59 | 47:34 | 04:56 | 03:39 |
 | Monkey King | 2 | 1.03% | 46.5 | 100.00% | +44.79% | 0.00% | 0.00% | 0.00% | 31:47 | 25:24 | 25:24 | 38:10 | 38:10 | 38:10 | 12:46 | 09:27 |
 | Anti-Mage | 3 | 7.50% | 44.2 | 66.67% | +36.94% | -66.67% | 0.00% | 0.00% | 38:42 | 33:59 | 33:59 | 37:11 | 44:56 | 44:56 | 10:57 | 08:06 |
 | Void Spirit | 2 | 0.65% | 41.9 | 100.00% | +48.70% | 0.00% | 0.00% | 0.00% | 44:22 | 37:44 | 37:44 | 50:59 | 50:59 | 50:59 | 13:15 | 09:48 |
 | Doom | 1 | 4.35% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 00:00 | 00:00 |
 | Legion Commander | 4 | 7.14% | 37.2 | 50.00% | +9.62% | -50.00% | +50.00% | 0.00% | 39:23 | 35:46 | 35:46 | 39:36 | 40:53 | 41:16 | 05:07 | 03:47 |
 | Sven | 3 | 42.86% | 34.9 | 33.33% | -41.67% | +66.67% | 0.00% | -4.76% | 27:29 | 19:28 | 19:28 | 29:31 | 33:28 | 33:28 | 14:00 | 10:22 |
 | Pangolier | 3 | 1.64% | 32.6 | 66.67% | +13.34% | -66.67% | 0.00% | 0.00% | 43:37 | 38:01 | 38:01 | 41:48 | 51:02 | 51:02 | 13:01 | 09:38 |
 | Death Prophet | 3 | 1.37% | 30.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 41:02 | 29:46 | 29:46 | 31:01 | 1:02:19 | 1:02:19 | 32:33 | 24:06 |
 | Underlord | 4 | 5.19% | 27.9 | 50.00% | -3.42% | +50.00% | -50.00% | 0.00% | 43:23 | 30:42 | 30:42 | 39:10 | 46:15 | 57:24 | 15:33 | 11:31 |
 | Tidehunter | 1 | 0.65% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:20 | 50:20 | 50:20 | 50:20 | 50:20 | 50:20 | 00:00 | 00:00 |
 | Night Stalker | 2 | 5.26% | 23.3 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 40:41 | 33:54 | 33:54 | 47:28 | 47:28 | 47:28 | 13:34 | 10:02 |
 | Lina | 2 | 4.55% | 20.9 | 50.00% | +9.52% | +50.00% | 0.00% | 0.00% | 31:41 | 27:21 | 27:21 | 36:00 | 36:00 | 36:00 | 08:39 | 06:24 |
 | Viper | 2 | 2.78% | 18.6 | 50.00% | -4.29% | +50.00% | 0.00% | 0.00% | 40:57 | 34:55 | 34:55 | 46:59 | 46:59 | 46:59 | 12:04 | 08:56 |
 | Outworld Destroyer | 2 | 1.87% | 16.3 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 46:45 | 34:10 | 34:10 | 59:19 | 59:19 | 59:19 | 25:09 | 18:37 |
 | Chaos Knight | 1 | 10.00% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |
 | Visage | 1 | 20.00% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 1.08% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |
 | Tiny | 1 | 1.96% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:04 | 37:04 | 37:04 | 37:04 | 37:04 | 37:04 | 00:00 | 00:00 |
 | Juggernaut | 1 | 0.83% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:41 | 31:41 | 31:41 | 31:41 | 31:41 | 31:41 | 00:00 | 00:00 |
 | Brewmaster | 1 | 1.89% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:05 | 48:05 | 48:05 | 48:05 | 48:05 | 48:05 | 00:00 | 00:00 |