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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 | 1345 | 13.42% | 82.6 | 58.51% | +13.09% | +1.61% | +1.31% | -0.03% | 28:50 | 12:35 | 22:09 | 27:39 | 33:10 | 1:08:57 | 08:09 |
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 |
 | Chen | 10 | 13.33% | 98.9 | 90.00% | +26.92% | +10.00% | -40.00% | 0.00% | 37:33 | 26:24 | 32:15 | 35:45 | 43:18 | 49:24 | 11:03 | 08:11 |
 | Bristleback | 89 | 95.70% | 97.8 | 61.80% | +61.80% | +29.11% | -11.80% | -13.87% | 17:44 | 12:37 | 15:42 | 16:41 | 18:39 | 29:50 | 02:57 | 02:11 |
 | Shadow Demon | 3 | 16.67% | 96.7 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 34:16 | 29:36 | 29:36 | 30:20 | 42:51 | 42:51 | 13:15 | 09:48 |
 | Spectre | 26 | 65.00% | 95.6 | 65.38% | +29.67% | +6.05% | +17.95% | 1.06% | 25:05 | 16:20 | 19:03 | 24:37 | 30:15 | 37:34 | 11:12 | 08:17 |
 | Monkey King | 22 | 10.68% | 94.5 | 77.27% | +29.44% | +22.73% | -17.27% | -4.97% | 29:05 | 20:11 | 24:29 | 27:27 | 32:32 | 51:15 | 08:03 | 05:57 |
 | Pangolier | 18 | 12.86% | 93.4 | 77.78% | +33.52% | -17.78% | -2.78% | 2.06% | 31:25 | 18:24 | 26:05 | 30:51 | 33:21 | 52:06 | 07:16 | 05:22 |
 | Disruptor | 6 | 24.00% | 92.3 | 83.33% | +41.22% | +16.67% | +16.67% | 0.00% | 40:05 | 29:46 | 36:22 | 38:33 | 44:45 | 50:17 | 08:23 | 06:12 |
 | Necrophos | 4 | 8.70% | 91.2 | 100.00% | +45.24% | 0.00% | 0.00% | 0.00% | 39:15 | 31:01 | 31:01 | 40:47 | 41:40 | 43:33 | 10:39 | 07:53 |
 | Grimstroke | 16 | 16.00% | 90.1 | 75.00% | +38.10% | 0.00% | +25.00% | 4.27% | 31:32 | 23:20 | 28:14 | 31:03 | 34:05 | 42:18 | 05:51 | 04:20 |
 | Weaver | 13 | 13.54% | 89.0 | 76.92% | +32.34% | +23.08% | -76.92% | -10.45% | 28:15 | 19:48 | 21:08 | 27:42 | 30:42 | 40:29 | 09:34 | 07:05 |
 | Dawnbreaker | 62 | 19.31% | 87.9 | 64.52% | +25.91% | -2.02% | -4.52% | -0.54% | 27:50 | 18:42 | 24:41 | 26:55 | 29:18 | 46:49 | 04:37 | 03:25 |
 | Terrorblade | 11 | 8.46% | 86.8 | 81.82% | +38.12% | -15.15% | +18.18% | 0.00% | 45:09 | 30:57 | 39:23 | 46:39 | 47:54 | 57:22 | 08:31 | 06:18 |
 | Centaur Warrunner | 6 | 17.65% | 85.7 | 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 |
 | Winter Wyvern | 22 | 10.23% | 84.6 | 72.73% | +22.47% | +27.27% | +7.27% | -3.21% | 27:27 | 20:22 | 22:32 | 25:04 | 28:46 | 45:20 | 06:14 | 04:37 |
 | Rubick | 8 | 6.67% | 83.5 | 87.50% | +41.96% | +12.50% | -37.50% | -2.74% | 43:31 | 28:45 | 30:09 | 40:45 | 48:22 | 59:31 | 18:13 | 13:29 |
 | Pudge | 51 | 78.46% | 82.4 | 56.86% | +6.86% | +4.68% | +4.68% | 0.00% | 19:46 | 13:05 | 16:49 | 18:45 | 21:17 | 31:56 | 04:28 | 03:18 |
 | Dragon Knight | 62 | 38.99% | 81.3 | 59.68% | +22.57% | +21.57% | +0.32% | -2.96% | 33:03 | 21:14 | 29:22 | 32:02 | 36:33 | 49:36 | 07:11 | 05:19 |
 | Clockwerk | 28 | 14.66% | 80.2 | 67.86% | +23.69% | -10.72% | -10.72% | 0.00% | 32:38 | 21:45 | 27:39 | 31:46 | 36:01 | 47:31 | 08:22 | 06:11 |
 | Zeus | 131 | 68.59% | 79.1 | 55.73% | +20.73% | -4.21% | -7.25% | -0.54% | 28:23 | 15:59 | 25:46 | 27:38 | 31:26 | 45:05 | 05:40 | 04:11 |
 | Viper | 8 | 5.48% | 78.0 | 87.50% | +40.40% | +12.50% | -37.50% | 0.00% | 38:25 | 22:09 | 30:02 | 37:51 | 44:33 | 49:29 | 14:31 | 10:45 |
 | Night Stalker | 4 | 6.06% | 76.9 | 100.00% | +61.29% | 0.00% | 0.00% | 0.00% | 18:38 | 16:23 | 16:23 | 16:24 | 19:15 | 22:29 | 02:52 | 02:07 |
 | Arc Warden | 1 | 33.33% | 75.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 00:00 | 00:00 |
 | Snapfire | 25 | 10.16% | 74.7 | 68.00% | +20.04% | +15.33% | -18.00% | -2.32% | 31:18 | 16:14 | 24:44 | 30:25 | 39:06 | 41:13 | 14:22 | 10:38 |
 | Void Spirit | 145 | 77.13% | 73.6 | 51.72% | +33.12% | +1.06% | +1.06% | 0.00% | 23:51 | 14:29 | 20:15 | 23:30 | 26:02 | 40:02 | 05:47 | 04:17 |
 | Brewmaster | 64 | 86.49% | 72.5 | 50.00% | +30.00% | 0.00% | 0.00% | 0.00% | 22:45 | 15:40 | 18:40 | 21:43 | 25:51 | 36:59 | 07:11 | 05:19 |
 | Vengeful Spirit | 17 | 70.83% | 71.4 | 52.94% | +38.65% | -52.94% | -2.94% | 20.98% | 20:11 | 16:14 | 16:57 | 17:30 | 19:20 | 40:25 | 02:23 | 01:45 |
 | Ember Spirit | 85 | 48.85% | 70.3 | 51.76% | +15.80% | +10.14% | +14.91% | 0.70% | 31:06 | 21:11 | 27:01 | 31:05 | 33:52 | 49:32 | 06:51 | 05:04 |
 | Storm Spirit | 17 | 35.42% | 69.2 | 58.82% | +0.76% | -8.82% | -33.82% | 0.00% | 33:18 | 24:41 | 29:01 | 31:44 | 39:03 | 43:53 | 10:02 | 07:25 |
 | Visage | 23 | 19.33% | 68.1 | 60.87% | +4.62% | +5.80% | -10.87% | -1.66% | 27:24 | 17:16 | 20:27 | 26:24 | 30:28 | 45:43 | 10:01 | 07:25 |
 | Mirana | 18 | 20.45% | 67.0 | 61.11% | +12.54% | +18.89% | -11.11% | -3.63% | 28:55 | 18:07 | 23:31 | 26:48 | 31:47 | 60:53 | 08:16 | 06:07 |
 | Keeper of the Light | 15 | 10.27% | 65.9 | 66.67% | +15.52% | -16.67% | +8.33% | 1.78% | 36:28 | 18:02 | 28:22 | 34:37 | 42:23 | 56:39 | 14:01 | 10:22 |
 | Gyrocopter | 11 | 52.38% | 64.8 | 54.55% | +34.55% | -21.22% | +45.45% | 13.94% | 18:35 | 12:36 | 13:22 | 16:02 | 18:09 | 45:12 | 04:47 | 03:32 |
 | Tusk | 16 | 15.53% | 63.7 | 62.50% | +15.37% | -37.50% | +12.50% | 7.85% | 30:49 | 21:13 | 26:46 | 31:31 | 33:08 | 40:17 | 06:22 | 04:42 |
 | Bounty Hunter | 1 | 25.00% | 62.6 | 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 |
 | Earth Spirit | 5 | 8.33% | 61.5 | 80.00% | +20.00% | +20.00% | +20.00% | 0.00% | 38:31 | 28:47 | 28:47 | 34:24 | 42:20 | 54:58 | 13:33 | 10:02 |
 | Venomancer | 6 | 18.18% | 60.4 | 66.67% | +22.23% | +33.33% | -66.67% | -6.04% | 28:30 | 14:42 | 17:48 | 27:37 | 34:22 | 44:30 | 16:34 | 12:16 |
 | Abaddon | 6 | 17.14% | 59.3 | 66.67% | +25.29% | -66.67% | +33.33% | 9.04% | 37:08 | 27:49 | 30:20 | 30:43 | 41:24 | 51:35 | 11:04 | 08:11 |
 | Razor | 8 | 3.74% | 58.2 | 75.00% | +29.85% | +25.00% | -75.00% | 0.00% | 42:30 | 30:10 | 30:37 | 36:37 | 48:16 | 1:05:26 | 17:39 | 13:04 |
 | Phantom Assassin | 4 | 13.79% | 57.1 | 75.00% | +59.00% | +25.00% | +25.00% | 0.00% | 34:16 | 30:25 | 30:25 | 30:49 | 36:12 | 39:37 | 05:47 | 04:17 |
 | Huskar | 4 | 57.14% | 56.0 | 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 |
 | Alchemist | 28 | 25.00% | 54.9 | 46.43% | +4.76% | -17.86% | -3.57% | 0.78% | 27:59 | 14:31 | 17:15 | 27:43 | 35:34 | 56:46 | 18:19 | 13:34 |
 | Timbersaw | 17 | 12.78% | 53.8 | 52.94% | +8.97% | +22.06% | -2.94% | -2.01% | 35:35 | 26:50 | 28:50 | 33:48 | 41:17 | 58:34 | 12:27 | 09:13 |
 | Naga Siren | 10 | 71.43% | 52.7 | 40.00% | +15.00% | -40.00% | -40.00% | 0.00% | 30:01 | 20:48 | 21:03 | 21:29 | 33:46 | 1:08:01 | 12:43 | 09:25 |
 | Lycan | 11 | 14.47% | 51.6 | 54.55% | -5.45% | +12.12% | -21.22% | -13.52% | 32:56 | 24:03 | 27:27 | 28:26 | 29:55 | 60:44 | 02:28 | 01:49 |
 | Spirit Breaker | 3 | 100.00% | 50.5 | 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 |
 | Nyx Assassin | 4 | 5.56% | 49.5 | 75.00% | +19.12% | +25.00% | +25.00% | 0.00% | 41:13 | 36:46 | 36:46 | 39:46 | 40:22 | 47:57 | 03:36 | 02:40 |
 | Tidehunter | 13 | 48.15% | 48.4 | 38.46% | -18.68% | -38.46% | +28.21% | 7.18% | 23:27 | 15:58 | 18:34 | 20:59 | 27:51 | 33:43 | 09:17 | 06:52 |
 | Kunkka | 15 | 14.42% | 47.3 | 46.67% | -3.89% | -21.67% | -21.67% | 0.00% | 36:08 | 24:04 | 30:19 | 33:51 | 39:10 | 58:42 | 08:51 | 06:33 |
 | Medusa | 4 | 4.55% | 46.2 | 75.00% | +23.81% | +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 | 10.71% | 45.1 | 50.00% | +5.00% | -16.67% | +16.67% | 0.00% | 36:43 | 29:56 | 33:46 | 35:55 | 39:19 | 43:18 | 05:33 | 04:06 |
 | Juggernaut | 6 | 3.64% | 44.0 | 66.67% | +17.61% | +33.33% | +33.33% | 0.00% | 41:14 | 30:47 | 34:00 | 35:09 | 42:05 | 1:05:44 | 08:05 | 05:59 |
 | Tiny | 27 | 5.57% | 42.9 | 44.44% | -8.84% | +41.27% | -15.87% | -8.26% | 28:43 | 19:38 | 24:26 | 27:55 | 31:21 | 47:24 | 06:55 | 05:07 |
 | Dark Seer | 7 | 36.84% | 41.8 | 42.86% | +9.53% | +7.14% | -42.86% | -8.50% | 17:29 | 12:35 | 14:01 | 17:31 | 19:54 | 21:05 | 05:53 | 04:21 |
 | Invoker | 8 | 14.81% | 40.7 | 50.00% | +8.70% | 0.00% | -50.00% | -3.75% | 36:18 | 21:36 | 27:19 | 29:11 | 40:40 | 57:09 | 13:21 | 09:53 |
 | Hoodwink | 7 | 6.86% | 39.6 | 57.14% | +15.03% | -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 | 13.33% | 38.5 | 50.00% | +15.38% | 0.00% | -50.00% | 0.00% | 30:45 | 25:03 | 25:46 | 27:43 | 31:47 | 43:01 | 06:01 | 04:27 |
 | Bane | 7 | 6.42% | 37.4 | 57.14% | -0.70% | -7.14% | +42.86% | 0.00% | 42:24 | 33:33 | 37:16 | 39:26 | 41:41 | 1:01:59 | 04:25 | 03:16 |
 | Slardar | 3 | 8.33% | 36.3 | 66.67% | +27.28% | -66.67% | 0.00% | 0.00% | 35:33 | 30:54 | 30:54 | 32:21 | 43:24 | 43:24 | 12:30 | 09:15 |
 | Luna | 3 | 6.12% | 35.2 | 66.67% | -2.90% | +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% | 34.1 | 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 |
 | Morphling | 3 | 4.48% | 33.0 | 66.67% | +21.36% | -66.67% | 0.00% | 0.00% | 28:59 | 23:33 | 23:33 | 30:42 | 32:42 | 32:42 | 09:09 | 06:46 |
 | Undying | 1 | 4.35% | 31.9 | 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 |
 | Treant Protector | 3 | 3.03% | 30.8 | 66.67% | +6.25% | +33.33% | 0.00% | 0.00% | 49:02 | 36:24 | 36:24 | 41:44 | 1:08:57 | 1:08:57 | 32:33 | 24:06 |
 | Templar Assassin | 10 | 7.41% | 29.7 | 40.00% | -13.60% | -6.67% | +60.00% | 0.00% | 38:11 | 22:53 | 25:44 | 32:39 | 51:31 | 55:06 | 25:47 | 19:05 |
 | Sand King | 1 | 2.27% | 28.6 | 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 |
 | Elder Titan | 2 | 16.67% | 27.5 | 50.00% | -20.00% | -50.00% | 0.00% | 0.00% | 35:43 | 32:04 | 32:04 | 39:21 | 39:21 | 39:21 | 07:17 | 05:23 |
 | Broodmother | 3 | 37.50% | 26.4 | 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 |
 | Puck | 6 | 1.63% | 25.3 | 50.00% | -5.96% | 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 | 1.72% | 24.2 | 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 |
 | Crystal Maiden | 1 | 1.47% | 23.1 | 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 |
 | Batrider | 4 | 3.88% | 22.0 | 50.00% | +0.51% | +50.00% | -50.00% | 0.00% | 43:33 | 37:08 | 37:08 | 41:04 | 41:17 | 54:44 | 04:09 | 03:04 |
 | Death Prophet | 1 | 0.61% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Troll Warlord | 2 | 8.33% | 19.8 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 22:50 | 22:11 | 22:11 | 23:29 | 23:29 | 23:29 | 01:18 | 00:57 |
 | Anti-Mage | 3 | 21.43% | 18.7 | 33.33% | -30.31% | -33.33% | 0.00% | 0.00% | 24:26 | 22:00 | 22:00 | 24:56 | 26:22 | 26:22 | 04:22 | 03:14 |
 | Lone Druid | 2 | 7.14% | 17.6 | 50.00% | -15.38% | +50.00% | 0.00% | 0.00% | 45:14 | 39:24 | 39:24 | 51:03 | 51:03 | 51:03 | 11:39 | 08:37 |
 | Slark | 6 | 60.00% | 16.5 | 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 |
 | Beastmaster | 5 | 2.60% | 15.4 | 40.00% | -18.29% | +60.00% | -40.00% | 0.00% | 33:23 | 17:31 | 17:31 | 32:48 | 41:41 | 42:56 | 24:10 | 17:54 |
 | Ursa | 2 | 3.03% | 14.3 | 50.00% | +1.56% | +50.00% | 0.00% | 0.00% | 28:00 | 24:24 | 24:24 | 31:36 | 31:36 | 31:36 | 07:12 | 05:20 |
 | Phoenix | 2 | 2.06% | 13.2 | 50.00% | -1.58% | -50.00% | 0.00% | 0.00% | 41:57 | 34:09 | 34:09 | 49:45 | 49:45 | 49:45 | 15:36 | 11:33 |
 | Chaos Knight | 2 | 1.74% | 12.1 | 50.00% | +3.98% | -50.00% | 0.00% | 0.00% | 43:32 | 35:30 | 35:30 | 51:34 | 51:34 | 51:34 | 16:04 | 11:54 |
 | Warlock | 2 | 1.56% | 11.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 41:34 | 31:45 | 31:45 | 51:22 | 51:22 | 51:22 | 19:37 | 14:31 |
 | Enigma | 2 | 1.23% | 9.9 | 50.00% | -10.87% | +50.00% | 0.00% | 0.00% | 54:33 | 48:58 | 48:58 | 60:08 | 60:08 | 60:08 | 11:10 | 08:16 |
 | Jakiro | 3 | 4.55% | 8.8 | 33.33% | -14.29% | -33.33% | 0.00% | 0.00% | 32:02 | 25:44 | 25:44 | 30:27 | 39:55 | 39:55 | 14:11 | 10:30 |
 | Nature's Prophet | 3 | 2.75% | 7.7 | 33.33% | -17.61% | -33.33% | 0.00% | 0.00% | 36:17 | 22:41 | 22:41 | 30:08 | 56:03 | 56:03 | 33:22 | 24:42 |
 | Doom | 4 | 3.31% | 6.6 | 25.00% | -23.72% | -25.00% | -25.00% | 0.00% | 46:42 | 38:42 | 38:42 | 39:32 | 43:31 | 1:05:04 | 04:49 | 03:34 |
 | Wraith King | 1 | 2.22% | 5.5 | 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 |
 | Dazzle | 1 | 0.85% | 4.4 | 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 | 0.58% | 3.3 | 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 |
 | Mars | 1 | 0.51% | 2.2 | 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 |
 | Earthshaker | 1 | 2.70% | 1.1 | 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 |