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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 | |
 | Black King Bar | 268 | 38.29% | 83.1 | 52.24% | +18.91% | 0.00% | +7.46% | 1.01% | 23:30 | 13:35 | 18:49 | 22:49 | 26:12 | 49:53 | 05:28 |
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 | |
 | Kunkka | 6 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 15:16 | 14:08 | 14:21 | 14:35 | 15:47 | 17:17 | 01:26 | 01:03 |
 | Bounty Hunter | 1 | 100.00% | 98.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 100.00% | 96.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Sven | 2 | 100.00% | 94.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 21:08 | 20:55 | 20:55 | 21:21 | 21:21 | 21:21 | 00:26 | 00:19 |
 | Queen of Pain | 2 | 66.67% | 93.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 23:08 | 20:04 | 20:04 | 26:12 | 26:12 | 26:12 | 06:08 | 04:32 |
 | Timbersaw | 5 | 38.46% | 91.2 | 100.00% | +87.50% | 0.00% | 0.00% | 0.00% | 32:14 | 26:35 | 26:35 | 33:07 | 33:40 | 35:18 | 07:05 | 05:14 |
 | Templar Assassin | 6 | 85.71% | 89.5 | 83.33% | -16.67% | +16.67% | +16.67% | 0.00% | 21:32 | 17:00 | 19:13 | 20:15 | 23:56 | 26:35 | 04:43 | 03:29 |
 | Ursa | 4 | 100.00% | 87.7 | 75.00% | +75.00% | +25.00% | -75.00% | -23.72% | 21:22 | 18:12 | 18:12 | 20:32 | 22:25 | 24:19 | 04:13 | 03:07 |
 | Batrider | 4 | 100.00% | 86.0 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 20:44 | 16:46 | 16:46 | 20:23 | 21:42 | 24:05 | 04:56 | 03:39 |
 | Storm Spirit | 1 | 50.00% | 84.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 00:00 | 00:00 |
 | Anti-Mage | 1 | 50.00% | 82.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 50.00% | 80.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 00:00 | 00:00 |
 | Phantom Assassin | 3 | 100.00% | 78.9 | 66.67% | +66.67% | +33.33% | 0.00% | -5.95% | 21:04 | 18:56 | 18:56 | 19:43 | 24:32 | 24:32 | 05:36 | 04:08 |
 | Beastmaster | 22 | 78.57% | 77.2 | 68.18% | +34.85% | -18.18% | +11.82% | 6.27% | 26:25 | 20:10 | 24:13 | 24:57 | 29:00 | 33:23 | 04:47 | 03:32 |
 | Gyrocopter | 4 | 66.67% | 75.4 | 75.00% | +25.00% | +25.00% | -75.00% | -69.77% | 16:37 | 15:04 | 15:04 | 16:13 | 16:30 | 18:39 | 01:26 | 01:03 |
 | Tiny | 12 | 36.36% | 73.7 | 75.00% | +13.10% | +25.00% | -41.67% | -29.20% | 25:52 | 23:41 | 24:32 | 24:49 | 26:49 | 29:00 | 02:17 | 01:41 |
 | Nature's Prophet | 13 | 100.00% | 71.9 | 61.54% | +61.54% | +38.46% | +5.13% | -9.26% | 20:04 | 15:37 | 17:42 | 19:27 | 21:18 | 29:06 | 03:36 | 02:40 |
 | Lifestealer | 2 | 25.00% | 70.2 | 100.00% | +16.67% | 0.00% | 0.00% | 0.00% | 36:14 | 31:09 | 31:09 | 41:18 | 41:18 | 41:18 | 10:09 | 07:31 |
 | Mars | 5 | 100.00% | 68.4 | 60.00% | +60.00% | -60.00% | -60.00% | 0.00% | 20:16 | 17:55 | 17:55 | 18:48 | 21:26 | 24:26 | 03:31 | 02:36 |
 | Bristleback | 3 | 75.00% | 66.7 | 66.67% | -33.33% | -66.67% | 0.00% | 26.85% | 24:23 | 22:47 | 22:47 | 25:05 | 25:16 | 25:16 | 02:29 | 01:50 |
 | Sand King | 5 | 71.43% | 64.9 | 60.00% | +60.00% | +40.00% | -60.00% | 0.00% | 20:29 | 17:52 | 17:52 | 19:35 | 21:44 | 24:11 | 03:52 | 02:51 |
 | Ember Spirit | 3 | 60.00% | 63.2 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 22:30 | 17:17 | 17:17 | 25:00 | 25:13 | 25:13 | 07:56 | 05:52 |
 | Axe | 4 | 100.00% | 61.4 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 24:06 | 22:53 | 22:53 | 23:13 | 23:56 | 26:21 | 01:03 | 00:46 |
 | Enigma | 10 | 100.00% | 59.6 | 50.00% | +50.00% | -50.00% | +50.00% | 11.17% | 27:10 | 20:36 | 24:10 | 25:11 | 33:07 | 35:44 | 08:57 | 06:37 |
 | Puck | 5 | 15.63% | 57.9 | 80.00% | +35.56% | +20.00% | +20.00% | 0.00% | 32:50 | 26:39 | 26:39 | 32:38 | 34:32 | 40:39 | 07:53 | 05:50 |
 | Faceless Void | 6 | 85.71% | 56.1 | 50.00% | +50.00% | 0.00% | -50.00% | -16.85% | 26:04 | 23:06 | 23:17 | 23:26 | 26:15 | 35:57 | 02:58 | 02:11 |
 | Razor | 9 | 100.00% | 54.4 | 44.44% | +44.44% | +5.56% | -44.44% | -26.55% | 16:57 | 13:35 | 15:35 | 16:50 | 17:28 | 20:19 | 01:53 | 01:23 |
 | Underlord | 4 | 80.00% | 52.6 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 22:18 | 18:42 | 18:42 | 21:26 | 22:36 | 26:29 | 03:54 | 02:53 |
 | Lycan | 6 | 60.00% | 50.9 | 50.00% | -50.00% | 0.00% | -50.00% | 0.00% | 30:25 | 24:16 | 24:44 | 31:27 | 34:37 | 35:40 | 09:53 | 07:19 |
 | Snapfire | 2 | 6.90% | 49.1 | 100.00% | +37.04% | 0.00% | 0.00% | 0.00% | 23:25 | 20:34 | 20:34 | 26:16 | 26:16 | 26:16 | 05:42 | 04:13 |
 | Void Spirit | 5 | 29.41% | 47.4 | 60.00% | +10.00% | +40.00% | -60.00% | -11.56% | 33:15 | 27:17 | 27:17 | 35:01 | 35:56 | 36:53 | 08:39 | 06:24 |
 | Night Stalker | 5 | 83.33% | 45.6 | 40.00% | +40.00% | -40.00% | +60.00% | 23.26% | 25:00 | 22:30 | 22:30 | 24:05 | 26:48 | 28:00 | 04:18 | 03:11 |
 | Sniper | 2 | 66.67% | 43.9 | 50.00% | -50.00% | +50.00% | 0.00% | 0.00% | 17:22 | 17:06 | 17:06 | 17:37 | 17:37 | 17:37 | 00:31 | 00:22 |
 | Keeper of the Light | 7 | 63.64% | 42.1 | 42.86% | +17.86% | -42.86% | +7.14% | 21.90% | 25:41 | 18:15 | 20:19 | 22:10 | 22:36 | 42:14 | 02:17 | 01:41 |
 | Dragon Knight | 4 | 50.00% | 40.4 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 25:31 | 23:33 | 23:33 | 25:20 | 25:43 | 27:28 | 02:10 | 01:36 |
 | Terrorblade | 7 | 58.33% | 38.6 | 42.86% | +2.86% | +57.14% | +7.14% | -22.73% | 26:41 | 21:51 | 25:36 | 26:53 | 27:48 | 30:51 | 02:12 | 01:37 |
 | Doom | 11 | 78.57% | 36.8 | 36.36% | +36.36% | -3.03% | -3.03% | 0.00% | 22:30 | 14:18 | 17:17 | 20:14 | 22:03 | 49:53 | 04:46 | 03:31 |
 | Monkey King | 5 | 71.43% | 35.1 | 40.00% | +40.00% | +60.00% | +60.00% | 0.00% | 21:42 | 19:30 | 19:30 | 22:34 | 22:37 | 22:49 | 03:07 | 02:18 |
 | Dawnbreaker | 17 | 58.62% | 33.3 | 35.29% | -23.04% | +39.71% | +14.71% | -3.57% | 19:52 | 15:58 | 16:35 | 19:49 | 23:35 | 24:19 | 07:00 | 05:11 |
 | Bloodseeker | 7 | 100.00% | 31.6 | 28.57% | +28.57% | +21.43% | -28.57% | -50.00% | 19:54 | 17:37 | 19:03 | 19:33 | 19:57 | 22:57 | 00:54 | 00:40 |
 | Alchemist | 10 | 90.91% | 29.8 | 30.00% | +30.00% | +36.67% | -30.00% | -21.86% | 19:18 | 16:00 | 17:03 | 18:36 | 20:06 | 26:33 | 03:03 | 02:15 |
 | Necrophos | 2 | 33.33% | 28.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 40:32 | 36:20 | 36:20 | 44:43 | 44:43 | 44:43 | 08:23 | 06:12 |
 | Weaver | 3 | 60.00% | 26.3 | 33.33% | +33.33% | -33.33% | 0.00% | 5.32% | 23:38 | 20:29 | 20:29 | 23:40 | 26:45 | 26:45 | 06:16 | 04:38 |
 | Chaos Knight | 6 | 85.71% | 24.6 | 16.67% | +16.67% | +33.33% | -16.67% | -41.10% | 21:05 | 17:22 | 20:33 | 21:06 | 21:46 | 24:26 | 01:13 | 00:54 |
 | Viper | 4 | 30.77% | 22.8 | 25.00% | -30.56% | +75.00% | -25.00% | -74.07% | 18:41 | 17:48 | 17:48 | 18:12 | 19:09 | 19:36 | 01:21 | 01:00 |
 | Shadow Fiend | 1 | 100.00% | 21.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 00:00 | 00:00 |
 | Medusa | 2 | 28.57% | 19.3 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 35:16 | 32:12 | 32:12 | 38:20 | 38:20 | 38:20 | 06:08 | 04:32 |
 | Huskar | 1 | 100.00% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |
 | Invoker | 2 | 66.67% | 15.8 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 23:41 | 22:52 | 22:52 | 24:29 | 24:29 | 24:29 | 01:37 | 01:11 |
 | Enchantress | 1 | 5.56% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 00:00 | 00:00 |
 | Wraith King | 1 | 33.33% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 |
 | Slardar | 4 | 80.00% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:09 | 16:28 | 16:28 | 16:45 | 17:14 | 18:09 | 00:46 | 00:34 |
 | Lina | 4 | 100.00% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:56 | 14:50 | 14:50 | 15:53 | 17:23 | 19:38 | 02:33 | 01:53 |
 | Windranger | 1 | 20.00% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 00:00 | 00:00 |
 | Pudge | 2 | 50.00% | 5.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 27:59 | 23:33 | 23:33 | 32:24 | 32:24 | 32:24 | 08:51 | 06:33 |
 | Crystal Maiden | 1 | 33.33% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 00:00 | 00:00 |
 | Luna | 1 | 100.00% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 00:00 | 00:00 |