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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 | |
 | Aghanim's Scepter | 1193 | 14.82% | 76.9 | 56.16% | +11.11% | -1.13% | -0.79% | 0.03% | 27:59 | 10:23 | 20:57 | 27:04 | 33:31 | 1:02:03 | 09:18 |
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 | |
 | Techies | 6 | 75.00% | 100.0 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 22:13 | 19:15 | 19:38 | 22:12 | 24:48 | 24:59 | 05:10 | 03:49 |
 | Meepo | 1 | 50.00% | 98.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 00:00 | 00:00 |
 | Elder Titan | 21 | 16.80% | 97.8 | 76.19% | +19.46% | -16.19% | +23.81% | 2.96% | 28:48 | 16:07 | 19:12 | 29:08 | 32:42 | 52:31 | 13:30 | 10:00 |
 | Beastmaster | 58 | 72.50% | 96.7 | 62.07% | +21.16% | +17.93% | +9.36% | -4.39% | 14:36 | 10:23 | 12:57 | 13:51 | 14:54 | 35:26 | 01:57 | 01:26 |
 | Jakiro | 2 | 22.22% | 95.6 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 39:47 | 32:27 | 32:27 | 47:07 | 47:07 | 47:07 | 14:40 | 10:51 |
 | Puck | 97 | 47.55% | 94.4 | 60.82% | +14.09% | +10.01% | -6.65% | -2.33% | 31:26 | 20:30 | 27:37 | 31:37 | 34:46 | 41:45 | 07:09 | 05:17 |
 | Bristleback | 28 | 43.08% | 93.3 | 64.29% | +18.34% | +7.14% | -7.15% | -1.21% | 24:53 | 16:15 | 18:46 | 23:21 | 30:35 | 35:11 | 11:49 | 08:45 |
 | Visage | 7 | 43.75% | 92.2 | 71.43% | +38.10% | +28.57% | -21.43% | -8.11% | 25:47 | 16:35 | 20:46 | 24:43 | 26:56 | 36:43 | 06:10 | 04:34 |
 | Slardar | 10 | 13.70% | 91.1 | 80.00% | +22.86% | -13.33% | +20.00% | 2.74% | 32:29 | 23:08 | 25:50 | 31:43 | 37:59 | 41:37 | 12:09 | 09:00 |
 | Centaur Warrunner | 52 | 19.85% | 90.0 | 65.38% | +16.81% | +11.54% | -11.53% | -2.95% | 34:07 | 20:41 | 29:53 | 32:09 | 37:43 | 54:30 | 07:50 | 05:48 |
 | Shadow Demon | 14 | 25.45% | 88.9 | 71.43% | +32.41% | +3.57% | +28.57% | 3.21% | 31:25 | 20:28 | 26:43 | 29:14 | 34:31 | 60:37 | 07:48 | 05:46 |
 | Dark Seer | 53 | 67.09% | 87.8 | 58.49% | +20.03% | +10.74% | +3.05% | -1.42% | 20:47 | 14:18 | 16:29 | 18:43 | 21:55 | 47:43 | 05:26 | 04:01 |
 | Kunkka | 8 | 24.24% | 86.7 | 75.00% | +19.00% | +25.00% | +25.00% | 0.00% | 29:57 | 21:00 | 21:14 | 26:42 | 35:01 | 43:40 | 13:47 | 10:12 |
 | Invoker | 45 | 53.57% | 85.6 | 57.78% | +11.63% | +5.86% | -21.42% | -2.45% | 28:50 | 15:13 | 22:17 | 28:18 | 33:26 | 1:01:17 | 11:09 | 08:15 |
 | Ember Spirit | 46 | 41.82% | 84.4 | 58.70% | +7.14% | +7.97% | -13.25% | -3.74% | 31:15 | 19:45 | 28:53 | 31:08 | 34:33 | 43:50 | 05:40 | 04:11 |
 | Axe | 4 | 5.00% | 83.3 | 100.00% | +60.53% | 0.00% | 0.00% | 0.00% | 36:30 | 32:46 | 32:46 | 34:34 | 35:14 | 43:26 | 02:28 | 01:49 |
 | Alchemist | 8 | 50.00% | 82.2 | 62.50% | 0.00% | -12.50% | -12.50% | 0.00% | 15:40 | 11:16 | 12:52 | 14:55 | 15:41 | 25:25 | 02:49 | 02:05 |
 | Storm Spirit | 34 | 30.63% | 81.1 | 58.82% | +17.26% | -25.49% | -8.82% | 1.77% | 34:21 | 22:43 | 29:32 | 32:52 | 38:57 | 51:14 | 09:25 | 06:58 |
 | Grimstroke | 24 | 10.17% | 80.0 | 66.67% | +18.09% | -16.67% | 0.00% | 1.17% | 36:57 | 23:36 | 28:22 | 36:36 | 42:37 | 55:29 | 14:15 | 10:33 |
 | Templar Assassin | 6 | 9.84% | 78.9 | 83.33% | +30.60% | +16.67% | +16.67% | 0.00% | 24:02 | 19:41 | 20:58 | 21:29 | 27:07 | 31:07 | 06:09 | 04:33 |
 | Tidehunter | 11 | 11.70% | 77.8 | 72.73% | +25.74% | -6.06% | -39.40% | 0.00% | 30:51 | 20:14 | 22:08 | 32:27 | 35:40 | 37:47 | 13:32 | 10:01 |
 | Juggernaut | 53 | 38.69% | 76.7 | 54.72% | +7.10% | +14.51% | +14.51% | 0.00% | 28:44 | 20:44 | 24:33 | 27:12 | 32:54 | 41:41 | 08:21 | 06:11 |
 | Necrophos | 3 | 7.32% | 75.6 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 31:43 | 24:16 | 24:16 | 29:46 | 41:08 | 41:08 | 16:52 | 12:29 |
 | Disruptor | 9 | 24.32% | 74.4 | 66.67% | +9.53% | +33.33% | -16.67% | -6.00% | 35:20 | 24:13 | 30:19 | 34:28 | 38:39 | 48:04 | 08:20 | 06:10 |
 | Nyx Assassin | 15 | 11.72% | 73.3 | 66.67% | +12.69% | +8.33% | +8.33% | 0.00% | 34:24 | 24:16 | 27:50 | 31:46 | 38:07 | 52:11 | 10:17 | 07:37 |
 | Razor | 3 | 6.00% | 72.2 | 100.00% | +44.68% | 0.00% | 0.00% | 0.00% | 32:39 | 27:14 | 27:14 | 27:21 | 43:21 | 43:21 | 16:07 | 11:56 |
 | Troll Warlord | 8 | 8.51% | 71.1 | 75.00% | +25.00% | +25.00% | -25.00% | 0.00% | 29:21 | 14:30 | 15:54 | 26:15 | 30:14 | 51:10 | 14:20 | 10:37 |
 | Void Spirit | 105 | 72.41% | 70.0 | 45.71% | +18.21% | +4.29% | -3.40% | -1.53% | 23:45 | 14:59 | 21:09 | 23:41 | 26:10 | 34:34 | 05:01 | 03:42 |
 | Medusa | 58 | 57.43% | 68.9 | 46.55% | -16.24% | +6.78% | -17.98% | -10.39% | 21:01 | 15:14 | 19:35 | 20:37 | 21:58 | 33:42 | 02:23 | 01:45 |
 | Lina | 19 | 17.76% | 67.8 | 57.89% | +6.75% | +22.11% | -37.89% | -10.03% | 34:52 | 25:59 | 31:01 | 34:09 | 37:00 | 45:41 | 05:59 | 04:25 |
 | Earth Spirit | 8 | 6.35% | 66.7 | 75.00% | +32.63% | +25.00% | -25.00% | -3.77% | 34:44 | 24:13 | 24:42 | 35:45 | 37:58 | 45:49 | 13:16 | 09:49 |
 | Spectre | 5 | 8.47% | 65.6 | 80.00% | +44.81% | +20.00% | -80.00% | 0.00% | 31:37 | 23:11 | 23:11 | 30:13 | 38:17 | 39:59 | 15:06 | 11:11 |
 | Snapfire | 29 | 10.66% | 64.4 | 55.17% | +2.91% | +16.26% | -12.31% | -3.86% | 30:53 | 13:57 | 26:09 | 30:28 | 33:33 | 49:15 | 07:24 | 05:28 |
 | Gyrocopter | 60 | 60.00% | 63.3 | 43.33% | -9.17% | +23.34% | -3.33% | -4.19% | 18:11 | 11:54 | 14:30 | 17:42 | 20:52 | 29:36 | 06:22 | 04:42 |
 | Venomancer | 2 | 6.67% | 62.2 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 45:36 | 33:29 | 33:29 | 57:43 | 57:43 | 57:43 | 24:14 | 17:57 |
 | Morphling | 15 | 16.48% | 61.1 | 53.33% | +0.70% | -3.33% | +21.67% | 3.62% | 25:08 | 17:20 | 20:48 | 22:04 | 27:42 | 51:39 | 06:54 | 05:06 |
 | Brewmaster | 9 | 60.00% | 60.0 | 44.44% | +11.11% | +5.56% | +5.56% | 0.00% | 25:32 | 17:47 | 18:53 | 22:27 | 24:21 | 48:54 | 05:28 | 04:02 |
 | Tusk | 7 | 4.70% | 58.9 | 71.43% | +17.20% | -21.43% | +28.57% | 0.00% | 40:21 | 30:29 | 35:48 | 39:35 | 41:44 | 53:16 | 05:56 | 04:23 |
 | Monkey King | 10 | 33.33% | 57.8 | 50.00% | +5.00% | +16.67% | -50.00% | -8.93% | 23:51 | 18:32 | 19:12 | 23:30 | 26:40 | 31:10 | 07:28 | 05:31 |
 | Windranger | 2 | 5.56% | 56.7 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 32:45 | 25:47 | 25:47 | 39:42 | 39:42 | 39:42 | 13:55 | 10:18 |
 | Viper | 11 | 18.03% | 55.6 | 54.55% | +4.55% | +12.12% | -21.22% | -2.50% | 26:44 | 17:18 | 17:22 | 27:09 | 30:41 | 39:43 | 13:19 | 09:51 |
 | Phantom Assassin | 8 | 10.00% | 54.4 | 62.50% | +18.06% | -12.50% | -62.50% | 0.00% | 36:28 | 27:06 | 29:24 | 30:25 | 34:48 | 55:31 | 05:24 | 04:00 |
 | Huskar | 6 | 42.86% | 53.3 | 50.00% | +12.50% | +50.00% | +50.00% | 0.00% | 24:22 | 20:24 | 20:28 | 23:43 | 26:57 | 28:55 | 06:29 | 04:48 |
 | Clockwerk | 16 | 17.98% | 52.2 | 50.00% | -2.05% | 0.00% | -25.00% | -2.41% | 34:09 | 22:10 | 27:31 | 31:31 | 37:53 | 53:29 | 10:22 | 07:40 |
 | Dragon Knight | 11 | 13.58% | 51.1 | 54.55% | +8.84% | -21.22% | -21.22% | 0.00% | 39:32 | 24:41 | 33:12 | 37:16 | 45:08 | 53:16 | 11:56 | 08:50 |
 | Broodmother | 16 | 33.33% | 50.0 | 43.75% | -6.25% | +6.25% | -18.75% | -2.12% | 24:30 | 14:06 | 16:03 | 20:22 | 27:52 | 46:43 | 11:49 | 08:45 |
 | Sven | 2 | 3.28% | 48.9 | 100.00% | +45.76% | 0.00% | 0.00% | 0.00% | 38:54 | 31:02 | 31:02 | 46:46 | 46:46 | 46:46 | 15:44 | 11:39 |
 | Io | 14 | 29.79% | 47.8 | 42.86% | -14.72% | -42.86% | -9.53% | 20.62% | 16:31 | 13:19 | 15:28 | 16:04 | 17:05 | 21:07 | 01:37 | 01:11 |
 | Keeper of the Light | 3 | 13.04% | 46.7 | 66.67% | +21.67% | +33.33% | 0.00% | 0.00% | 30:06 | 22:29 | 22:29 | 23:26 | 44:23 | 44:23 | 21:54 | 16:13 |
 | Pudge | 1 | 10.00% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 00:00 | 00:00 |
 | Abaddon | 4 | 2.94% | 44.4 | 75.00% | +28.03% | +25.00% | +25.00% | 0.00% | 43:20 | 31:30 | 31:30 | 40:05 | 47:29 | 54:17 | 15:59 | 11:50 |
 | Timbersaw | 2 | 1.79% | 43.3 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 35:35 | 31:39 | 31:39 | 39:31 | 39:31 | 39:31 | 07:52 | 05:49 |
 | Terrorblade | 6 | 18.18% | 42.2 | 50.00% | +9.26% | 0.00% | -50.00% | 0.00% | 40:24 | 30:31 | 33:25 | 40:48 | 46:33 | 47:10 | 13:08 | 09:43 |
 | Luna | 5 | 6.58% | 41.1 | 60.00% | +19.15% | +40.00% | +40.00% | 0.00% | 32:54 | 20:34 | 20:34 | 28:35 | 39:49 | 47:37 | 19:15 | 14:15 |
 | Dazzle | 1 | 7.14% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Pangolier | 9 | 11.54% | 38.9 | 44.44% | -1.94% | +5.56% | +5.56% | 0.00% | 27:16 | 21:20 | 21:55 | 24:47 | 27:49 | 46:38 | 05:54 | 04:22 |
 | Crystal Maiden | 1 | 6.25% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |
 | Nature's Prophet | 3 | 6.12% | 36.7 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 28:15 | 19:12 | 19:12 | 20:35 | 44:59 | 44:59 | 25:47 | 19:05 |
 | Outworld Destroyer | 2 | 33.33% | 35.6 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 18:05 | 17:56 | 17:56 | 18:13 | 18:13 | 18:13 | 00:17 | 00:12 |
 | Tiny | 11 | 4.62% | 34.4 | 45.45% | -2.57% | -12.12% | +21.22% | 4.96% | 34:25 | 26:55 | 29:34 | 34:15 | 36:17 | 43:57 | 06:43 | 04:58 |
 | Tinker | 5 | 100.00% | 33.3 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 23:34 | 20:38 | 20:38 | 22:06 | 25:06 | 28:07 | 04:28 | 03:18 |
 | Slark | 4 | 12.12% | 32.2 | 50.00% | -5.17% | +50.00% | +50.00% | 0.00% | 21:17 | 17:47 | 17:47 | 18:55 | 24:12 | 24:14 | 06:25 | 04:45 |
 | Warlock | 3 | 3.37% | 31.1 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 35:42 | 31:08 | 31:08 | 37:58 | 38:01 | 38:01 | 06:53 | 05:05 |
 | Mirana | 10 | 8.47% | 30.0 | 40.00% | -10.93% | -6.67% | +10.00% | 1.80% | 38:08 | 23:52 | 31:13 | 38:18 | 40:29 | 1:01:20 | 09:16 | 06:51 |
 | Hoodwink | 9 | 25.00% | 28.9 | 33.33% | -7.41% | -33.33% | +66.67% | 7.08% | 32:46 | 22:14 | 25:28 | 27:50 | 39:36 | 52:03 | 14:08 | 10:28 |
 | Enchantress | 3 | 2.36% | 27.8 | 66.67% | +10.22% | +33.33% | 0.00% | 0.00% | 36:08 | 23:47 | 23:47 | 34:47 | 49:49 | 49:49 | 26:02 | 19:17 |
 | Batrider | 1 | 2.78% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 2.70% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 00:00 | 00:00 |
 | Bloodseeker | 4 | 6.35% | 24.4 | 50.00% | +5.93% | +50.00% | -50.00% | 0.00% | 33:27 | 26:47 | 26:47 | 30:05 | 38:21 | 38:34 | 11:34 | 08:34 |
 | Rubick | 16 | 19.05% | 23.3 | 25.00% | -14.71% | -25.00% | +25.00% | 3.62% | 28:18 | 11:32 | 19:02 | 30:02 | 32:50 | 49:07 | 13:48 | 10:13 |
 | Oracle | 1 | 0.93% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Doom | 5 | 6.10% | 21.1 | 40.00% | -15.84% | -40.00% | +60.00% | 0.00% | 26:25 | 13:21 | 13:21 | 28:07 | 31:55 | 33:17 | 18:34 | 13:45 |
 | Anti-Mage | 2 | 6.25% | 20.0 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 44:42 | 27:20 | 27:20 | 1:02:03 | 1:02:03 | 1:02:03 | 34:43 | 25:42 |
 | Queen of Pain | 2 | 5.41% | 18.9 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 29:44 | 17:14 | 17:14 | 42:14 | 42:14 | 42:14 | 25:00 | 18:31 |
 | Phoenix | 6 | 4.62% | 17.8 | 33.33% | -6.99% | -33.33% | -33.33% | 0.00% | 31:15 | 19:24 | 24:36 | 28:23 | 38:27 | 46:21 | 13:51 | 10:15 |
 | Chaos Knight | 3 | 11.54% | 16.7 | 33.33% | -23.19% | +66.67% | 0.00% | 0.00% | 29:45 | 24:46 | 24:46 | 28:49 | 35:39 | 35:39 | 10:53 | 08:03 |
 | Wraith King | 2 | 1.55% | 15.6 | 50.00% | +0.39% | -50.00% | 0.00% | 0.00% | 48:27 | 36:38 | 36:38 | 60:15 | 60:15 | 60:15 | 23:37 | 17:29 |
 | Leshrac | 2 | 1.54% | 14.4 | 50.00% | -3.13% | +50.00% | 0.00% | 0.00% | 37:58 | 25:16 | 25:16 | 50:39 | 50:39 | 50:39 | 25:23 | 18:48 |
 | Skywrath Mage | 4 | 12.50% | 13.3 | 25.00% | -14.29% | -25.00% | -25.00% | 0.00% | 31:43 | 25:28 | 25:28 | 26:12 | 33:17 | 41:53 | 07:49 | 05:47 |
 | Lion | 2 | 0.78% | 12.2 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 37:28 | 32:18 | 32:18 | 42:38 | 42:38 | 42:38 | 10:20 | 07:39 |
 | Sand King | 3 | 4.23% | 11.1 | 33.33% | -9.32% | -33.33% | 0.00% | 0.00% | 37:01 | 31:38 | 31:38 | 35:41 | 43:43 | 43:43 | 12:05 | 08:57 |
 | Faceless Void | 4 | 4.04% | 10.0 | 25.00% | -32.89% | +75.00% | -25.00% | 0.00% | 33:56 | 25:42 | 25:42 | 25:51 | 40:55 | 43:15 | 15:13 | 11:16 |
 | Ursa | 2 | 2.22% | 8.9 | 0.00% | -48.86% | 0.00% | 0.00% | 0.00% | 41:06 | 29:50 | 29:50 | 52:22 | 52:22 | 52:22 | 22:32 | 16:41 |
 | Underlord | 1 | 2.63% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 1.79% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 00:00 | 00:00 |
 | Night Stalker | 2 | 11.11% | 5.6 | 0.00% | -68.75% | 0.00% | 0.00% | 0.00% | 17:44 | 17:17 | 17:17 | 18:11 | 18:11 | 18:11 | 00:54 | 00:40 |
 | Zeus | 4 | 80.00% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 18:02 | 18:02 | 20:02 | 24:19 | 24:45 | 06:17 | 04:39 |
 | Lycan | 1 | 7.69% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Mars | 1 | 0.48% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |
 | Dark Willow | 2 | 2.17% | 1.1 | 0.00% | -48.89% | 0.00% | 0.00% | 0.00% | 46:29 | 30:59 | 30:59 | 1:01:59 | 1:01:59 | 1:01:59 | 31:00 | 22:57 |