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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 | 1129 | 13.70% | 83.5 | 58.55% | +13.26% | +0.32% | +1.38% | 0.10% | 28:56 | 12:35 | 22:29 | 27:39 | 33:15 | 1:08:57 | 07:58 |
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 | |
 | Tinker | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 00:00 | 00:00 |
 | Disruptor | 5 | 23.81% | 98.8 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 39:09 | 29:46 | 29:46 | 38:33 | 40:48 | 50:17 | 11:02 | 08:10 |
 | Bristleback | 66 | 94.29% | 97.7 | 62.12% | +62.12% | +32.00% | -18.37% | -17.47% | 17:47 | 12:37 | 15:45 | 16:31 | 18:38 | 29:50 | 02:53 | 02:08 |
 | Monkey King | 21 | 11.73% | 96.5 | 76.19% | +26.19% | +23.81% | -16.19% | -4.97% | 29:28 | 20:11 | 24:29 | 28:07 | 32:32 | 51:15 | 08:03 | 05:57 |
 | Grimstroke | 16 | 16.16% | 95.3 | 75.00% | +37.65% | 0.00% | +25.00% | 4.27% | 31:32 | 23:20 | 28:14 | 31:03 | 34:05 | 42:18 | 05:51 | 04:20 |
 | Rubick | 8 | 8.51% | 94.2 | 87.50% | +40.99% | +12.50% | -37.50% | -2.74% | 43:31 | 28:45 | 30:09 | 40:45 | 48:22 | 59:31 | 18:13 | 13:29 |
 | Terrorblade | 11 | 9.82% | 93.0 | 81.82% | +40.24% | -15.15% | +18.18% | 0.00% | 45:09 | 30:57 | 39:23 | 46:39 | 47:54 | 57:22 | 08:31 | 06:18 |
 | Weaver | 13 | 14.94% | 91.9 | 76.92% | +29.62% | +23.08% | -76.92% | -10.45% | 28:15 | 19:48 | 21:08 | 27:42 | 30:42 | 40:29 | 09:34 | 07:05 |
 | Pangolier | 16 | 14.68% | 90.7 | 75.00% | +30.91% | 0.00% | 0.00% | 0.00% | 30:00 | 18:24 | 25:01 | 29:27 | 32:29 | 44:31 | 07:28 | 05:31 |
 | Centaur Warrunner | 6 | 17.65% | 89.5 | 83.33% | +44.04% | +16.67% | -83.33% | 0.00% | 36:27 | 31:04 | 31:21 | 34:17 | 38:58 | 47:38 | 07:37 | 05:38 |
 | Clockwerk | 26 | 15.38% | 88.4 | 69.23% | +23.78% | -12.09% | -2.56% | 1.14% | 32:21 | 21:45 | 27:39 | 31:25 | 36:01 | 47:31 | 08:22 | 06:11 |
 | Dawnbreaker | 60 | 21.05% | 87.2 | 63.33% | +26.00% | +3.34% | -3.33% | -1.41% | 27:51 | 18:42 | 24:34 | 26:55 | 29:18 | 46:49 | 04:44 | 03:30 |
 | Zeus | 107 | 69.93% | 86.0 | 57.01% | +20.05% | -5.16% | -8.86% | -0.71% | 28:18 | 15:59 | 25:42 | 27:22 | 30:54 | 45:05 | 05:12 | 03:51 |
 | Spectre | 22 | 62.86% | 84.9 | 59.09% | +28.32% | +7.58% | +20.91% | 1.12% | 24:36 | 16:20 | 18:21 | 23:10 | 30:15 | 37:34 | 11:54 | 08:48 |
 | Void Spirit | 126 | 77.30% | 83.7 | 54.76% | +38.54% | -7.88% | +9.76% | 3.09% | 23:54 | 16:14 | 20:19 | 23:44 | 26:02 | 40:02 | 05:43 | 04:14 |
 | Dragon Knight | 60 | 40.27% | 82.6 | 58.33% | +23.50% | +21.67% | +1.67% | -2.78% | 33:05 | 21:14 | 29:22 | 32:02 | 36:33 | 49:36 | 07:11 | 05:19 |
 | Winter Wyvern | 15 | 9.80% | 81.4 | 73.33% | +21.16% | +26.67% | -23.33% | -11.58% | 27:33 | 21:19 | 22:20 | 24:49 | 26:39 | 45:20 | 04:19 | 03:11 |
 | Brewmaster | 53 | 85.48% | 80.2 | 50.94% | +28.72% | +2.91% | -4.79% | -1.09% | 23:01 | 15:40 | 19:07 | 22:42 | 26:12 | 36:59 | 07:05 | 05:14 |
 | Ember Spirit | 75 | 49.02% | 79.1 | 53.33% | +17.43% | +4.56% | +15.09% | 1.42% | 30:59 | 21:11 | 26:26 | 31:00 | 33:52 | 49:32 | 07:26 | 05:30 |
 | Necrophos | 3 | 7.69% | 77.9 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 42:00 | 40:47 | 40:47 | 41:40 | 43:33 | 43:33 | 02:46 | 02:02 |
 | Abaddon | 5 | 16.13% | 76.7 | 80.00% | +33.85% | -80.00% | +20.00% | 9.04% | 39:00 | 30:20 | 30:20 | 40:59 | 41:24 | 51:35 | 11:04 | 08:11 |
 | Vengeful Spirit | 13 | 65.00% | 75.6 | 53.85% | +39.56% | -53.85% | +12.82% | 27.97% | 20:44 | 16:14 | 16:57 | 17:53 | 19:20 | 40:25 | 02:23 | 01:45 |
 | Pudge | 40 | 75.47% | 74.4 | 50.00% | +3.85% | +10.00% | -10.00% | -6.63% | 19:02 | 13:05 | 16:49 | 18:29 | 19:50 | 31:56 | 03:01 | 02:14 |
 | Mirana | 18 | 21.18% | 73.3 | 61.11% | +11.86% | +18.89% | -11.11% | -3.63% | 28:55 | 18:07 | 23:31 | 26:48 | 31:47 | 60:53 | 08:16 | 06:07 |
 | Snapfire | 19 | 9.50% | 72.1 | 63.16% | +15.09% | -3.16% | -23.16% | -1.52% | 31:30 | 20:47 | 25:35 | 30:00 | 38:45 | 41:12 | 13:10 | 09:45 |
 | Tusk | 15 | 21.43% | 70.9 | 60.00% | +10.91% | -35.00% | +15.00% | 8.77% | 30:35 | 21:13 | 26:46 | 31:31 | 32:28 | 40:17 | 05:42 | 04:13 |
 | Huskar | 4 | 80.00% | 69.8 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 28:58 | 24:14 | 24:14 | 25:01 | 31:43 | 34:54 | 07:29 | 05:32 |
 | Gyrocopter | 9 | 47.37% | 68.6 | 55.56% | +35.56% | -5.56% | +44.44% | 5.80% | 19:12 | 12:36 | 12:46 | 16:02 | 21:23 | 45:12 | 08:37 | 06:22 |
 | Keeper of the Light | 12 | 9.92% | 67.4 | 66.67% | +15.29% | -33.34% | 0.00% | 4.25% | 33:27 | 18:02 | 27:27 | 30:25 | 35:18 | 53:18 | 07:51 | 05:48 |
 | Bounty Hunter | 1 | 25.00% | 66.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 00:00 | 00:00 |
 | Venomancer | 4 | 19.05% | 65.1 | 75.00% | +22.06% | +25.00% | -75.00% | -5.79% | 27:15 | 14:42 | 14:42 | 17:48 | 31:58 | 44:30 | 17:16 | 12:47 |
 | Naga Siren | 6 | 66.67% | 64.0 | 50.00% | +16.67% | -50.00% | -50.00% | 0.00% | 25:40 | 21:01 | 21:03 | 21:29 | 31:42 | 33:46 | 10:39 | 07:53 |
 | Timbersaw | 15 | 14.02% | 62.8 | 60.00% | +16.52% | +15.00% | -10.00% | -2.18% | 36:18 | 26:50 | 29:49 | 34:23 | 41:17 | 58:34 | 11:28 | 08:29 |
 | Phantom Assassin | 4 | 14.29% | 61.6 | 75.00% | +62.50% | +25.00% | +25.00% | 0.00% | 34:16 | 30:25 | 30:25 | 30:49 | 36:12 | 39:37 | 05:47 | 04:17 |
 | Storm Spirit | 12 | 44.44% | 60.5 | 50.00% | +3.33% | +16.67% | -50.00% | -5.50% | 33:30 | 24:41 | 26:56 | 31:44 | 39:03 | 43:53 | 12:07 | 08:58 |
 | Chen | 2 | 7.14% | 59.3 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 28:51 | 26:24 | 26:24 | 31:18 | 31:18 | 31:18 | 04:54 | 03:37 |
 | Slardar | 2 | 6.90% | 58.1 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 37:53 | 32:21 | 32:21 | 43:24 | 43:24 | 43:24 | 11:03 | 08:11 |
 | Visage | 18 | 17.65% | 57.0 | 50.00% | -7.14% | -10.00% | -25.00% | -1.59% | 27:55 | 19:28 | 21:24 | 27:29 | 30:49 | 45:43 | 09:25 | 06:58 |
 | Tiny | 20 | 5.14% | 55.8 | 55.00% | +1.88% | +45.00% | -15.00% | -9.00% | 28:53 | 20:11 | 24:26 | 26:42 | 31:06 | 47:24 | 06:40 | 04:56 |
 | Earth Spirit | 4 | 8.33% | 54.7 | 75.00% | +15.91% | +25.00% | -75.00% | 0.00% | 34:24 | 28:47 | 28:47 | 32:06 | 34:24 | 42:20 | 05:37 | 04:09 |
 | Alchemist | 25 | 27.78% | 53.5 | 44.00% | -2.15% | -10.67% | -10.67% | 0.00% | 26:36 | 14:31 | 16:15 | 23:28 | 33:25 | 56:46 | 17:10 | 12:42 |
 | Spirit Breaker | 3 | 100.00% | 52.3 | 33.33% | +33.33% | -33.33% | 0.00% | 2.34% | 29:33 | 23:18 | 23:18 | 27:49 | 37:33 | 37:33 | 14:15 | 10:33 |
 | Night Stalker | 2 | 4.35% | 51.2 | 100.00% | +61.36% | 0.00% | 0.00% | 0.00% | 20:52 | 19:15 | 19:15 | 22:29 | 22:29 | 22:29 | 03:14 | 02:23 |
 | Medusa | 4 | 5.06% | 50.0 | 75.00% | +21.67% | +25.00% | +25.00% | 0.00% | 42:42 | 21:05 | 21:05 | 33:37 | 54:10 | 1:01:54 | 33:05 | 24:30 |
 | Skywrath Mage | 12 | 12.12% | 48.8 | 50.00% | +4.02% | -16.67% | +16.67% | 0.00% | 36:43 | 29:56 | 33:46 | 35:55 | 39:19 | 43:18 | 05:33 | 04:06 |
 | Juggernaut | 6 | 4.58% | 47.7 | 66.67% | +17.87% | +33.33% | +33.33% | 0.00% | 41:14 | 30:47 | 34:00 | 35:09 | 42:05 | 1:05:44 | 08:05 | 05:59 |
 | Razor | 6 | 3.82% | 46.5 | 66.67% | +22.96% | +33.33% | -66.67% | 0.00% | 44:32 | 30:10 | 34:06 | 36:37 | 52:34 | 1:05:26 | 18:28 | 13:40 |
 | Invoker | 8 | 17.39% | 45.3 | 50.00% | +7.89% | 0.00% | -50.00% | -3.75% | 36:18 | 21:36 | 27:19 | 29:11 | 40:40 | 57:09 | 13:21 | 09:53 |
 | Kunkka | 13 | 15.12% | 44.2 | 46.15% | -7.27% | -12.82% | -12.82% | 0.00% | 36:04 | 24:04 | 26:28 | 33:51 | 39:10 | 58:42 | 12:42 | 09:24 |
 | Bane | 7 | 7.29% | 43.0 | 57.14% | -2.41% | -7.14% | +42.86% | 0.00% | 42:24 | 33:33 | 37:16 | 39:26 | 41:41 | 1:01:59 | 04:25 | 03:16 |
 | Hoodwink | 7 | 7.14% | 41.9 | 57.14% | +14.28% | -7.14% | +42.86% | 4.28% | 40:29 | 29:22 | 30:57 | 40:27 | 42:38 | 1:01:41 | 11:41 | 08:39 |
 | Leshrac | 8 | 14.04% | 40.7 | 50.00% | +15.31% | 0.00% | -50.00% | 0.00% | 30:45 | 25:03 | 25:46 | 27:43 | 31:47 | 43:01 | 06:01 | 04:27 |
 | Viper | 2 | 1.74% | 39.5 | 100.00% | +54.87% | 0.00% | 0.00% | 0.00% | 35:49 | 22:09 | 22:09 | 49:29 | 49:29 | 49:29 | 27:20 | 20:14 |
 | Tidehunter | 8 | 38.10% | 38.4 | 37.50% | -24.04% | -37.50% | +62.50% | 11.58% | 24:19 | 18:34 | 19:13 | 20:59 | 27:51 | 33:04 | 08:38 | 06:23 |
 | Shadow Demon | 1 | 7.14% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 00:00 | 00:00 |
 | Dark Seer | 5 | 38.46% | 36.0 | 40.00% | +15.00% | +60.00% | -40.00% | -20.27% | 16:17 | 12:35 | 12:35 | 17:05 | 17:31 | 20:15 | 04:56 | 03:39 |
 | Luna | 3 | 6.98% | 34.9 | 66.67% | -5.83% | +33.33% | 0.00% | 0.00% | 35:22 | 22:10 | 22:10 | 40:35 | 43:22 | 43:22 | 21:12 | 15:42 |
 | Witch Doctor | 1 | 5.88% | 33.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 00:00 | 00:00 |
 | Nyx Assassin | 3 | 5.66% | 32.6 | 66.67% | +8.67% | -66.67% | 0.00% | 0.00% | 42:42 | 39:46 | 39:46 | 40:22 | 47:57 | 47:57 | 08:11 | 06:03 |
 | Templar Assassin | 9 | 8.41% | 31.4 | 44.44% | -9.64% | +5.56% | +55.56% | 0.00% | 39:34 | 22:53 | 23:37 | 36:02 | 51:31 | 55:06 | 27:54 | 20:40 |
 | Undying | 1 | 4.76% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 00:00 | 00:00 |
 | Batrider | 3 | 4.35% | 29.1 | 66.67% | +15.15% | +33.33% | 0.00% | 0.00% | 44:23 | 37:08 | 37:08 | 41:17 | 54:44 | 54:44 | 17:36 | 13:02 |
 | Treant Protector | 3 | 3.09% | 27.9 | 66.67% | +6.03% | +33.33% | 0.00% | 0.00% | 49:02 | 36:24 | 36:24 | 41:44 | 1:08:57 | 1:08:57 | 32:33 | 24:06 |
 | Lycan | 8 | 12.90% | 26.7 | 37.50% | -21.76% | +12.50% | -37.50% | -20.27% | 34:16 | 24:03 | 27:27 | 28:26 | 29:55 | 60:44 | 02:28 | 01:49 |
 | Sand King | 1 | 2.27% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Puck | 6 | 2.08% | 24.4 | 50.00% | -5.32% | 0.00% | +50.00% | 0.00% | 51:29 | 30:37 | 35:09 | 54:15 | 1:05:55 | 1:06:19 | 30:46 | 22:47 |
 | Lina | 1 | 1.92% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 00:00 | 00:00 |
 | Broodmother | 3 | 37.50% | 22.1 | 33.33% | -26.67% | -33.33% | 0.00% | 4.94% | 25:50 | 21:58 | 21:58 | 26:49 | 28:43 | 28:43 | 06:45 | 05:00 |
 | Crystal Maiden | 1 | 1.54% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |
 | Doom | 1 | 1.06% | 19.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Lone Druid | 2 | 11.76% | 18.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 45:14 | 39:24 | 39:24 | 51:03 | 51:03 | 51:03 | 11:39 | 08:37 |
 | Anti-Mage | 3 | 27.27% | 17.4 | 33.33% | -29.17% | -33.33% | 0.00% | 0.00% | 24:26 | 22:00 | 22:00 | 24:56 | 26:22 | 26:22 | 04:22 | 03:14 |
 | Beastmaster | 5 | 2.89% | 16.3 | 40.00% | -17.74% | +60.00% | -40.00% | 0.00% | 33:23 | 17:31 | 17:31 | 32:48 | 41:41 | 42:56 | 24:10 | 17:54 |
 | Slark | 6 | 60.00% | 15.1 | 16.67% | -58.33% | -16.67% | -16.67% | 0.00% | 27:57 | 22:12 | 22:59 | 27:00 | 32:37 | 33:27 | 09:38 | 07:08 |
 | Morphling | 2 | 3.33% | 14.0 | 50.00% | +5.17% | -50.00% | 0.00% | 0.00% | 28:08 | 23:33 | 23:33 | 32:42 | 32:42 | 32:42 | 09:09 | 06:46 |
 | Jakiro | 2 | 3.28% | 12.8 | 50.00% | +5.93% | -50.00% | 0.00% | 0.00% | 28:06 | 25:44 | 25:44 | 30:27 | 30:27 | 30:27 | 04:43 | 03:29 |
 | Phoenix | 2 | 2.50% | 11.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 41:57 | 34:09 | 34:09 | 49:45 | 49:45 | 49:45 | 15:36 | 11:33 |
 | Nature's Prophet | 2 | 2.35% | 10.5 | 50.00% | -5.42% | +50.00% | 0.00% | 0.00% | 43:06 | 30:08 | 30:08 | 56:03 | 56:03 | 56:03 | 25:55 | 19:11 |
 | Chaos Knight | 2 | 2.20% | 9.3 | 50.00% | +7.30% | -50.00% | 0.00% | 0.00% | 43:32 | 35:30 | 35:30 | 51:34 | 51:34 | 51:34 | 16:04 | 11:54 |
 | Warlock | 2 | 1.85% | 8.1 | 50.00% | -1.89% | +50.00% | 0.00% | 0.00% | 41:34 | 31:45 | 31:45 | 51:22 | 51:22 | 51:22 | 19:37 | 14:31 |
 | Enigma | 2 | 1.40% | 7.0 | 50.00% | -9.57% | +50.00% | 0.00% | 0.00% | 54:33 | 48:58 | 48:58 | 60:08 | 60:08 | 60:08 | 11:10 | 08:16 |
 | Mars | 1 | 0.55% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Dazzle | 1 | 1.92% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |
 | Enchantress | 1 | 0.71% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Earthshaker | 1 | 16.67% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 00:00 | 00:00 |
 | Wraith King | 1 | 2.63% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 00:00 | 00:00 |