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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 | 1668 | 39.90% | 57.7 | 51.56% | +18.93% | +3.84% | +1.20% | -0.34% | 24:28 | 12:25 | 19:24 | 22:44 | 27:12 | 1:12:44 | 05:46 |
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 | |
 | Bristleback | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 00:00 | 00:00 |
 | Bounty Hunter | 2 | 100.00% | 98.9 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 27:27 | 25:08 | 25:08 | 29:46 | 29:46 | 29:46 | 04:38 | 03:25 |
 | Huskar | 3 | 75.00% | 97.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 17:26 | 15:16 | 15:16 | 17:30 | 19:32 | 19:32 | 04:16 | 03:09 |
 | Shadow Shaman | 2 | 50.00% | 96.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 34:40 | 34:40 | 39:32 | 39:32 | 39:32 | 04:52 | 03:36 |
 | Wraith King | 8 | 88.89% | 95.4 | 75.00% | +75.00% | -25.00% | +25.00% | 8.26% | 24:11 | 19:04 | 21:01 | 23:10 | 27:04 | 29:44 | 06:03 | 04:28 |
 | Enigma | 16 | 72.73% | 94.3 | 75.00% | +41.67% | -25.00% | 0.00% | 2.25% | 32:16 | 20:39 | 25:10 | 31:54 | 36:16 | 46:42 | 11:06 | 08:13 |
 | Pudge | 18 | 78.26% | 93.1 | 72.22% | +32.22% | +27.78% | -22.22% | -11.67% | 25:26 | 21:55 | 23:16 | 25:00 | 27:33 | 30:31 | 04:17 | 03:10 |
 | Snapfire | 10 | 8.70% | 92.0 | 90.00% | +38.57% | +10.00% | +10.00% | 0.00% | 38:42 | 15:26 | 30:42 | 36:56 | 50:30 | 56:10 | 19:48 | 14:40 |
 | Marci | 46 | 82.14% | 90.8 | 65.22% | +35.22% | -15.22% | +16.60% | 2.99% | 24:54 | 15:00 | 18:57 | 22:37 | 29:36 | 39:42 | 10:39 | 07:53 |
 | Outworld Destroyer | 7 | 63.64% | 89.7 | 71.43% | +21.43% | -21.43% | -21.43% | 0.00% | 28:24 | 19:38 | 21:58 | 26:34 | 32:55 | 38:41 | 10:57 | 08:06 |
 | Templar Assassin | 25 | 100.00% | 88.5 | 60.00% | +60.00% | +6.67% | +6.67% | 0.00% | 24:14 | 17:12 | 20:52 | 23:51 | 25:27 | 38:11 | 04:35 | 03:23 |
 | Tiny | 56 | 34.57% | 87.4 | 66.07% | +21.73% | +12.50% | -8.93% | -5.47% | 29:00 | 20:00 | 24:43 | 26:33 | 28:38 | 1:06:49 | 03:55 | 02:54 |
 | Invoker | 23 | 82.14% | 86.2 | 60.87% | +60.87% | +22.46% | -10.87% | -5.28% | 24:12 | 17:57 | 19:49 | 23:32 | 26:08 | 44:20 | 06:19 | 04:40 |
 | Crystal Maiden | 10 | 12.05% | 85.1 | 80.00% | +34.79% | -13.33% | -30.00% | -1.54% | 40:02 | 29:24 | 31:07 | 39:11 | 41:57 | 1:06:01 | 10:50 | 08:01 |
 | Ember Spirit | 88 | 79.28% | 83.9 | 56.82% | +13.34% | +15.91% | -25.00% | -8.99% | 23:30 | 16:12 | 20:39 | 22:23 | 25:12 | 44:34 | 04:33 | 03:22 |
 | Terrorblade | 35 | 83.33% | 82.8 | 57.14% | 0.00% | +20.64% | -1.58% | -2.53% | 27:13 | 17:37 | 21:51 | 26:32 | 30:39 | 46:21 | 08:48 | 06:31 |
 | Monkey King | 40 | 95.24% | 81.6 | 55.00% | +5.00% | +5.00% | -25.00% | -7.96% | 21:53 | 15:52 | 19:16 | 20:40 | 23:02 | 44:52 | 03:46 | 02:47 |
 | Sniper | 24 | 68.57% | 80.5 | 58.33% | +12.88% | +25.00% | -8.33% | -4.35% | 27:38 | 18:38 | 22:43 | 24:59 | 30:23 | 51:28 | 07:40 | 05:40 |
 | Lina | 97 | 92.38% | 79.3 | 54.64% | +4.64% | +20.36% | -12.97% | -9.39% | 19:31 | 13:23 | 16:52 | 18:25 | 20:25 | 40:49 | 03:33 | 02:37 |
 | Nature's Prophet | 97 | 82.20% | 78.2 | 53.61% | +1.23% | -11.94% | +4.72% | 3.86% | 21:37 | 16:36 | 18:48 | 21:05 | 23:07 | 31:27 | 04:19 | 03:11 |
 | Ursa | 59 | 93.65% | 77.0 | 52.54% | +2.54% | +20.79% | -12.54% | -9.80% | 21:39 | 17:49 | 19:45 | 21:20 | 23:09 | 28:02 | 03:24 | 02:31 |
 | Primal Beast | 57 | 87.69% | 75.9 | 52.63% | +27.63% | +18.80% | +11.66% | -1.86% | 19:25 | 13:37 | 16:38 | 17:56 | 20:28 | 43:53 | 03:50 | 02:50 |
 | Drow Ranger | 41 | 75.93% | 74.7 | 53.66% | +22.89% | +6.34% | -3.66% | -1.59% | 27:23 | 20:56 | 23:23 | 25:55 | 29:40 | 46:46 | 06:17 | 04:39 |
 | Batrider | 66 | 89.19% | 73.6 | 51.52% | +26.52% | +24.95% | -1.52% | -9.68% | 19:13 | 14:19 | 17:06 | 18:08 | 19:50 | 38:20 | 02:44 | 02:01 |
 | Alchemist | 4 | 100.00% | 72.4 | 50.00% | +50.00% | +50.00% | -50.00% | -54.55% | 17:43 | 16:31 | 16:31 | 17:18 | 18:21 | 18:40 | 01:50 | 01:21 |
 | Anti-Mage | 2 | 100.00% | 71.3 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 30:47 | 30:46 | 30:46 | 30:47 | 30:47 | 30:47 | 00:01 | 00:00 |
 | Luna | 6 | 100.00% | 70.1 | 50.00% | +50.00% | 0.00% | -50.00% | -21.43% | 19:14 | 17:04 | 17:29 | 17:58 | 19:49 | 23:46 | 02:20 | 01:43 |
 | Kunkka | 26 | 92.86% | 69.0 | 50.00% | -50.00% | -7.14% | +33.33% | 11.40% | 17:19 | 12:25 | 15:40 | 16:07 | 19:13 | 27:33 | 03:33 | 02:37 |
 | Underlord | 6 | 37.50% | 67.8 | 66.67% | +36.67% | +33.33% | +33.33% | 0.00% | 24:16 | 17:49 | 22:25 | 22:57 | 26:56 | 31:47 | 04:31 | 03:20 |
 | Leshrac | 36 | 62.07% | 66.7 | 50.00% | -18.18% | +16.67% | -5.56% | -3.40% | 25:47 | 18:38 | 21:51 | 23:38 | 28:23 | 44:23 | 06:32 | 04:50 |
 | Death Prophet | 70 | 58.33% | 65.5 | 48.57% | -1.43% | +1.43% | +4.37% | 0.35% | 25:56 | 15:13 | 21:00 | 24:41 | 29:29 | 47:47 | 08:29 | 06:17 |
 | Shadow Fiend | 44 | 97.78% | 64.4 | 45.45% | +45.45% | +9.10% | -36.36% | -12.29% | 19:41 | 14:32 | 17:45 | 18:54 | 21:27 | 25:54 | 03:42 | 02:44 |
 | Faceless Void | 26 | 89.66% | 63.2 | 46.15% | -20.52% | +10.99% | +20.52% | 2.64% | 23:21 | 19:52 | 21:12 | 21:55 | 24:49 | 33:23 | 03:37 | 02:40 |
 | Queen of Pain | 11 | 91.67% | 62.1 | 45.45% | +45.45% | +21.22% | -12.12% | -15.39% | 23:05 | 19:48 | 22:00 | 22:53 | 24:10 | 25:53 | 02:10 | 01:36 |
 | Bloodseeker | 27 | 93.10% | 60.9 | 44.44% | +44.44% | +26.99% | -1.58% | -12.33% | 20:21 | 16:57 | 18:36 | 19:52 | 20:55 | 27:02 | 02:19 | 01:42 |
 | Beastmaster | 46 | 74.19% | 59.8 | 45.65% | +14.40% | +21.02% | -9.29% | -3.94% | 28:34 | 20:52 | 24:35 | 26:54 | 32:17 | 40:44 | 07:42 | 05:42 |
 | Razor | 9 | 90.00% | 58.6 | 44.44% | +44.44% | +55.56% | -44.44% | -18.29% | 20:47 | 16:14 | 16:30 | 20:24 | 21:58 | 30:44 | 05:28 | 04:02 |
 | Storm Spirit | 18 | 85.71% | 57.5 | 44.44% | +11.11% | +15.56% | +5.56% | -1.57% | 24:45 | 18:57 | 21:58 | 24:11 | 28:19 | 31:18 | 06:21 | 04:42 |
 | Naga Siren | 17 | 36.96% | 56.3 | 52.94% | -5.68% | -2.94% | -2.94% | 0.00% | 38:19 | 28:25 | 31:37 | 35:07 | 38:59 | 1:12:44 | 07:22 | 05:27 |
 | Timbersaw | 13 | 37.14% | 55.2 | 53.85% | -5.24% | +12.82% | -20.52% | -3.16% | 30:33 | 21:26 | 24:28 | 28:44 | 35:01 | 47:43 | 10:33 | 07:48 |
 | Morphling | 34 | 75.56% | 54.0 | 44.12% | -28.61% | -10.79% | +5.88% | 2.19% | 26:26 | 19:29 | 22:14 | 25:41 | 29:51 | 36:05 | 07:37 | 05:38 |
 | Slark | 25 | 67.57% | 52.9 | 44.00% | -14.33% | -10.67% | -10.67% | 0.00% | 28:27 | 19:27 | 22:35 | 27:57 | 31:01 | 44:40 | 08:26 | 06:14 |
 | Tusk | 80 | 48.19% | 51.7 | 43.75% | -0.44% | -3.75% | +16.25% | 2.73% | 25:30 | 15:51 | 20:44 | 23:54 | 28:03 | 52:15 | 07:19 | 05:25 |
 | Troll Warlord | 22 | 88.00% | 50.6 | 40.91% | +40.91% | +42.42% | -40.91% | -31.85% | 21:35 | 17:16 | 19:25 | 20:26 | 22:02 | 35:46 | 02:37 | 01:56 |
 | Chaos Knight | 24 | 80.00% | 49.4 | 41.67% | -8.33% | +25.00% | -8.34% | -10.31% | 21:43 | 16:48 | 19:36 | 21:29 | 22:50 | 27:33 | 03:14 | 02:23 |
 | Tidehunter | 2 | 7.69% | 48.3 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 42:50 | 42:30 | 42:30 | 43:10 | 43:10 | 43:10 | 00:40 | 00:29 |
 | Clockwerk | 5 | 5.43% | 47.1 | 80.00% | +29.43% | +20.00% | -80.00% | -5.57% | 53:34 | 44:17 | 44:17 | 49:50 | 1:02:14 | 1:03:31 | 17:57 | 13:17 |
 | Lone Druid | 1 | 20.00% | 46.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Viper | 11 | 55.00% | 44.8 | 45.45% | -21.22% | -12.12% | +21.22% | 15.75% | 28:57 | 22:28 | 25:30 | 26:03 | 27:37 | 44:13 | 02:07 | 01:34 |
 | Doom | 51 | 91.07% | 43.7 | 37.25% | +17.25% | +8.90% | -6.48% | -4.31% | 18:17 | 13:32 | 15:33 | 16:47 | 19:07 | 35:35 | 03:34 | 02:38 |
 | Enchantress | 4 | 10.81% | 42.5 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 43:10 | 28:17 | 28:17 | 33:20 | 55:07 | 55:54 | 26:50 | 19:52 |
 | Mars | 51 | 80.95% | 41.4 | 37.25% | -4.42% | +8.90% | -37.25% | -11.94% | 23:13 | 15:32 | 21:17 | 23:13 | 25:09 | 32:03 | 03:52 | 02:51 |
 | Centaur Warrunner | 4 | 10.00% | 40.2 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 27:58 | 22:52 | 22:52 | 23:38 | 23:50 | 41:31 | 00:58 | 00:42 |
 | Axe | 2 | 66.67% | 39.1 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 28:07 | 24:23 | 24:23 | 31:50 | 31:50 | 31:50 | 07:27 | 05:31 |
 | Tinker | 2 | 66.67% | 37.9 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 28:20 | 26:59 | 26:59 | 29:41 | 29:41 | 29:41 | 02:42 | 02:00 |
 | Legion Commander | 5 | 25.00% | 36.8 | 60.00% | +46.67% | +40.00% | +40.00% | 0.00% | 26:33 | 20:51 | 20:51 | 26:38 | 28:25 | 30:56 | 07:34 | 05:36 |
 | Magnus | 10 | 28.57% | 35.6 | 50.00% | +6.00% | +50.00% | -50.00% | 0.00% | 34:13 | 23:21 | 31:10 | 33:02 | 36:33 | 52:02 | 05:23 | 03:59 |
 | Spectre | 5 | 20.83% | 34.5 | 60.00% | +12.63% | -60.00% | +40.00% | 8.14% | 43:59 | 34:54 | 34:54 | 47:11 | 47:11 | 49:11 | 12:17 | 09:05 |
 | Slardar | 3 | 100.00% | 33.3 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 26:31 | 17:19 | 17:19 | 22:28 | 39:45 | 39:45 | 22:26 | 16:37 |
 | Rubick | 7 | 3.20% | 32.2 | 71.43% | +20.49% | -21.43% | +28.57% | 0.00% | 39:51 | 30:04 | 32:41 | 38:35 | 42:33 | 49:16 | 09:52 | 07:18 |
 | Lifestealer | 7 | 58.33% | 31.0 | 42.86% | +2.86% | +7.14% | +7.14% | 0.00% | 30:35 | 24:18 | 25:27 | 27:38 | 28:38 | 48:35 | 03:11 | 02:21 |
 | Spirit Breaker | 3 | 20.00% | 29.9 | 66.67% | +8.34% | +33.33% | 0.00% | -4.97% | 28:29 | 24:15 | 24:15 | 30:14 | 30:57 | 30:57 | 06:42 | 04:57 |
 | Keeper of the Light | 5 | 15.63% | 28.7 | 60.00% | -10.37% | +40.00% | -60.00% | 0.00% | 26:23 | 21:08 | 21:08 | 23:19 | 30:55 | 34:55 | 09:47 | 07:14 |
 | Dragon Knight | 25 | 80.65% | 27.6 | 32.00% | -1.33% | +18.00% | +1.33% | -3.82% | 24:29 | 15:52 | 20:58 | 23:01 | 25:20 | 51:03 | 04:22 | 03:14 |
 | Broodmother | 7 | 9.86% | 26.4 | 57.14% | +0.89% | -7.14% | -7.14% | 0.00% | 36:48 | 23:35 | 24:09 | 33:49 | 39:28 | 1:02:17 | 15:19 | 11:20 |
 | Dawnbreaker | 10 | 41.67% | 25.3 | 40.00% | +4.29% | -6.67% | -40.00% | -3.36% | 22:09 | 16:13 | 18:37 | 19:09 | 28:32 | 30:11 | 09:55 | 07:20 |
 | Pugna | 1 | 8.33% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Bane | 1 | 8.33% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 00:00 | 00:00 |
 | Phantom Assassin | 4 | 100.00% | 21.8 | 25.00% | +25.00% | +75.00% | -25.00% | -46.15% | 21:58 | 20:41 | 20:41 | 20:53 | 22:51 | 23:26 | 02:10 | 01:36 |
 | Weaver | 8 | 100.00% | 20.7 | 25.00% | +25.00% | +25.00% | +25.00% | 0.00% | 24:11 | 19:13 | 19:18 | 22:19 | 25:37 | 31:10 | 06:19 | 04:40 |
 | Lycan | 4 | 19.05% | 19.5 | 50.00% | +2.94% | +50.00% | -50.00% | 0.00% | 32:01 | 22:38 | 22:38 | 28:15 | 30:06 | 47:05 | 07:28 | 05:31 |
 | Sven | 20 | 68.97% | 18.4 | 25.00% | -19.44% | +15.00% | -25.00% | -13.95% | 19:29 | 16:31 | 17:41 | 18:49 | 20:33 | 26:37 | 02:52 | 02:07 |
 | Brewmaster | 1 | 4.76% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 00:00 | 00:00 |
 | Dark Seer | 1 | 3.23% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 00:00 | 00:00 |
 | Gyrocopter | 4 | 66.67% | 14.9 | 25.00% | +25.00% | +75.00% | -25.00% | -53.57% | 23:31 | 20:33 | 20:33 | 21:54 | 22:25 | 29:12 | 01:52 | 01:22 |
 | Windranger | 3 | 42.86% | 13.8 | 33.33% | +33.33% | +66.67% | 0.00% | -12.62% | 19:37 | 17:01 | 17:01 | 19:33 | 22:18 | 22:18 | 05:17 | 03:54 |
 | Medusa | 3 | 42.86% | 12.6 | 33.33% | +33.33% | -33.33% | 0.00% | 4.69% | 33:14 | 29:30 | 29:30 | 33:35 | 36:36 | 36:36 | 07:06 | 05:15 |
 | Earthshaker | 2 | 18.18% | 11.5 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 38:18 | 32:13 | 32:13 | 44:22 | 44:22 | 44:22 | 12:09 | 09:00 |
 | Void Spirit | 2 | 14.29% | 10.3 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 41:47 | 31:54 | 31:54 | 51:40 | 51:40 | 51:40 | 19:46 | 14:38 |
 | Techies | 2 | 8.70% | 9.2 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 34:46 | 32:05 | 32:05 | 37:26 | 37:26 | 37:26 | 05:21 | 03:57 |
 | Zeus | 2 | 7.41% | 8.0 | 50.00% | +22.00% | -50.00% | 0.00% | 0.00% | 38:30 | 35:57 | 35:57 | 41:02 | 41:02 | 41:02 | 05:05 | 03:45 |
 | Puck | 3 | 8.82% | 6.9 | 33.33% | -24.73% | -33.33% | 0.00% | 0.00% | 32:46 | 31:04 | 31:04 | 32:11 | 35:04 | 35:04 | 04:00 | 02:57 |
 | Mirana | 4 | 3.20% | 5.7 | 25.00% | -27.07% | -25.00% | +75.00% | 0.00% | 25:02 | 21:50 | 21:50 | 23:49 | 25:21 | 29:08 | 03:31 | 02:36 |
 | Night Stalker | 2 | 66.67% | 4.6 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 18:47 | 16:06 | 16:06 | 21:27 | 21:27 | 21:27 | 05:21 | 03:57 |
 | Phoenix | 1 | 1.79% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:17 | 52:17 | 52:17 | 52:17 | 52:17 | 52:17 | 00:00 | 00:00 |
 | Pangolier | 2 | 1.98% | 2.3 | 0.00% | -58.59% | 0.00% | 0.00% | 0.00% | 38:08 | 31:53 | 31:53 | 44:23 | 44:23 | 44:23 | 12:30 | 09:15 |
 | Earth Spirit | 1 | 7.14% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 |