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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 | 180 | 29.51% | 93.0 | 58.33% | +4.63% | +13.41% | -2.77% | -1.95% | 26:23 | 14:09 | 21:54 | 25:37 | 30:12 | 51:54 | 06:20 |
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 | |
 | Axe | 2 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:36 | 24:48 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 06:46 |
 | Outworld Destroyer | 1 | 100.00% | 97.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 00:00 | 00:00 |
 | Troll Warlord | 12 | 100.00% | 95.7 | 91.67% | -0.45% | -16.67% | +8.33% | 7.11% | 21:54 | 17:35 | 19:52 | 21:58 | 23:23 | 30:10 | 03:31 | 03:35 |
 | Storm Spirit | 2 | 50.00% | 93.6 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 30:13 | 28:55 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 01:50 |
 | Monkey King | 11 | 73.33% | 91.5 | 81.82% | +2.04% | -6.82% | +18.18% | 5.51% | 24:50 | 19:09 | 22:09 | 25:12 | 26:41 | 32:59 | 04:32 | 04:00 |
 | Slardar | 5 | 62.50% | 89.4 | 80.00% | +10.43% | +20.00% | +20.00% | 0.00% | 27:41 | 23:58 | 24:42 | 31:34 | 32:46 | 32:46 | 08:04 | 04:08 |
 | Io | 1 | 50.00% | 87.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 00:00 | 00:00 |
 | Invoker | 8 | 88.89% | 85.1 | 62.50% | -11.97% | +4.17% | -12.50% | -1.83% | 27:58 | 23:12 | 23:49 | 29:40 | 32:55 | 35:12 | 09:06 | 04:39 |
 | Batrider | 6 | 60.00% | 83.0 | 66.67% | -2.18% | +33.33% | -66.67% | -28.57% | 20:11 | 16:40 | 19:37 | 22:03 | 23:07 | 23:07 | 03:30 | 02:54 |
 | Void Spirit | 5 | 27.78% | 80.9 | 80.00% | +30.55% | +20.00% | +20.00% | 0.00% | 32:01 | 21:46 | 23:19 | 32:33 | 51:54 | 51:54 | 28:35 | 12:01 |
 | Death Prophet | 5 | 71.43% | 78.7 | 60.00% | +16.79% | +40.00% | -60.00% | -12.32% | 24:26 | 20:03 | 23:09 | 24:08 | 31:16 | 31:16 | 08:07 | 04:08 |
 | Lina | 3 | 60.00% | 76.6 | 66.67% | +15.56% | +33.33% | -66.67% | -12.35% | 23:20 | 19:01 | 21:27 | 29:33 | 29:33 | 29:33 | 08:06 | 05:30 |
 | Nature's Prophet | 10 | 58.82% | 74.5 | 60.00% | -2.26% | +40.00% | -60.00% | -14.71% | 21:45 | 16:40 | 19:42 | 21:54 | 26:30 | 28:16 | 06:48 | 03:54 |
 | Beastmaster | 4 | 33.33% | 72.3 | 75.00% | +13.66% | +25.00% | -75.00% | -5.66% | 34:37 | 24:48 | 26:51 | 42:16 | 44:32 | 44:32 | 17:41 | 10:13 |
 | Kunkka | 4 | 100.00% | 70.2 | 50.00% | -4.76% | +50.00% | -50.00% | -14.18% | 20:33 | 15:07 | 18:41 | 22:40 | 25:44 | 25:44 | 07:03 | 04:37 |
 | Weaver | 2 | 100.00% | 68.1 | 50.00% | -11.90% | 0.00% | 0.00% | 0.00% | 24:21 | 21:52 | 26:50 | 26:50 | 26:50 | 26:50 | 00:00 | 03:30 |
 | Terrorblade | 7 | 63.64% | 66.0 | 57.14% | -11.46% | +9.53% | -7.14% | -2.23% | 23:04 | 19:06 | 19:55 | 23:04 | 27:23 | 31:23 | 07:28 | 04:38 |
 | Riki | 3 | 50.00% | 63.8 | 66.67% | +0.44% | -16.67% | +33.33% | 0.00% | 26:47 | 25:39 | 26:46 | 27:57 | 27:57 | 27:57 | 01:11 | 01:09 |
 | Underlord | 2 | 11.11% | 61.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 38:08 | 31:56 | 44:20 | 44:20 | 44:20 | 44:20 | 00:00 | 08:46 |
 | Alchemist | 4 | 80.00% | 59.6 | 50.00% | +6.96% | +50.00% | -50.00% | -13.89% | 19:15 | 14:09 | 18:01 | 19:35 | 25:13 | 25:13 | 07:12 | 04:35 |
 | Medusa | 1 | 25.00% | 57.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:40 | 36:40 | 36:40 | 36:40 | 36:40 | 36:40 | 00:00 | 00:00 |
 | Puck | 2 | 10.00% | 55.3 | 100.00% | +43.15% | 0.00% | 0.00% | 0.00% | 28:52 | 26:45 | 30:59 | 30:59 | 30:59 | 30:59 | 00:00 | 02:59 |
 | Wraith King | 14 | 66.67% | 53.2 | 42.86% | -8.89% | +37.14% | -42.86% | -9.32% | 25:46 | 20:08 | 22:51 | 25:57 | 31:26 | 33:18 | 08:35 | 04:15 |
 | Shadow Shaman | 3 | 27.27% | 51.1 | 66.67% | +10.35% | +33.33% | -66.67% | 0.00% | 36:34 | 33:33 | 35:15 | 40:54 | 40:54 | 40:54 | 05:39 | 03:50 |
 | Windranger | 2 | 66.67% | 48.9 | 50.00% | -13.64% | 0.00% | 0.00% | 0.00% | 30:10 | 29:45 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:35 |
 | Enigma | 2 | 66.67% | 46.8 | 50.00% | +9.26% | 0.00% | 0.00% | 0.00% | 34:22 | 33:22 | 35:22 | 35:22 | 35:22 | 35:22 | 00:00 | 01:24 |
 | Ursa | 2 | 66.67% | 44.7 | 50.00% | +8.62% | 0.00% | 0.00% | 0.00% | 21:49 | 20:12 | 23:25 | 23:25 | 23:25 | 23:25 | 00:00 | 02:16 |
 | Leshrac | 9 | 50.00% | 42.6 | 44.44% | -9.41% | -11.11% | +55.56% | 12.35% | 27:32 | 20:24 | 26:06 | 29:07 | 31:30 | 31:57 | 05:24 | 04:01 |
 | Earth Spirit | 3 | 20.00% | 40.4 | 66.67% | +19.13% | +33.33% | -66.67% | 0.00% | 34:27 | 30:15 | 35:31 | 37:36 | 37:36 | 37:36 | 02:05 | 03:47 |
 | Dark Seer | 1 | 14.29% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:10 | 39:10 | 39:10 | 39:10 | 39:10 | 39:10 | 00:00 | 00:00 |
 | Phantom Assassin | 5 | 62.50% | 36.2 | 40.00% | -10.00% | +10.00% | +60.00% | 0.00% | 22:35 | 18:50 | 20:34 | 24:28 | 27:10 | 27:10 | 06:36 | 03:17 |
 | Bloodseeker | 2 | 50.00% | 34.0 | 50.00% | +13.41% | 0.00% | 0.00% | 0.00% | 26:58 | 26:54 | 27:01 | 27:01 | 27:01 | 27:01 | 00:00 | 00:05 |
 | Legion Commander | 2 | 50.00% | 31.9 | 50.00% | +24.00% | 0.00% | 0.00% | 0.00% | 28:12 | 21:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 09:53 |
 | Mars | 9 | 56.25% | 29.8 | 33.33% | -11.92% | 0.00% | -33.33% | -7.43% | 28:07 | 25:22 | 26:28 | 28:14 | 30:57 | 32:02 | 04:29 | 02:29 |
 | Lycan | 2 | 40.00% | 27.7 | 50.00% | +15.79% | 0.00% | 0.00% | 0.00% | 25:03 | 24:48 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:21 |
 | Ember Spirit | 6 | 60.00% | 25.5 | 33.33% | +1.40% | +33.34% | -33.33% | -19.14% | 27:35 | 23:13 | 28:06 | 29:04 | 31:35 | 31:35 | 03:29 | 03:17 |
 | Gyrocopter | 3 | 60.00% | 23.4 | 33.33% | -4.41% | -33.33% | +66.67% | 13.64% | 23:51 | 17:46 | 23:14 | 30:34 | 30:34 | 30:34 | 07:20 | 06:25 |
 | Tusk | 1 | 3.85% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:16 | 49:16 | 49:16 | 49:16 | 49:16 | 49:16 | 00:00 | 00:00 |
 | Tidehunter | 2 | 15.38% | 19.1 | 50.00% | -15.26% | 0.00% | 0.00% | 0.00% | 29:19 | 26:53 | 31:44 | 31:44 | 31:44 | 31:44 | 00:00 | 03:25 |
 | Tiny | 2 | 14.29% | 17.0 | 50.00% | +3.66% | 0.00% | 0.00% | 0.00% | 31:34 | 28:40 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 04:05 |
 | Queen of Pain | 3 | 42.86% | 14.9 | 0.00% | -40.82% | 0.00% | 0.00% | 0.00% | 24:00 | 21:43 | 24:17 | 26:00 | 26:00 | 26:00 | 01:43 | 02:09 |
 | Slark | 2 | 66.67% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:54 | 19:57 | 25:50 | 25:50 | 25:50 | 25:50 | 00:00 | 04:09 |
 | Anti-Mage | 1 | 100.00% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |
 | Snapfire | 1 | 50.00% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Drow Ranger | 1 | 50.00% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 00:00 | 00:00 |
 | Luna | 1 | 100.00% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 00:00 |
 | Arc Warden | 1 | 50.00% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 |