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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 | |
 | Chainmail | 2359 | 29.97% | 57.9 | 52.31% | -1.52% | +0.31% | +0.57% | 0.03% | 11:04 | 00:16 | 06:15 | 08:40 | 13:45 | 55:47 | 07:23 |
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 | |
 | Lone Druid | 8 | 100.00% | 100.0 | 75.00% | -0.44% | -41.67% | +25.00% | 64.52% | 06:02 | 04:12 | 05:42 | 06:37 | 06:44 | 07:13 | 01:02 | 01:01 |
 | Huskar | 2 | 33.33% | 98.9 | 100.00% | +21.43% | 0.00% | 0.00% | 0.00% | 27:52 | 25:18 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 03:37 |
 | Venomancer | 14 | 35.90% | 97.7 | 78.57% | +29.90% | +1.43% | +21.43% | 1.46% | 17:03 | 05:55 | 10:42 | 17:22 | 24:22 | 35:27 | 13:40 | 08:14 |
 | Dazzle | 4 | 66.67% | 96.6 | 75.00% | +17.31% | +25.00% | -75.00% | -57.69% | 18:18 | 16:47 | 17:49 | 19:02 | 19:33 | 19:33 | 01:44 | 01:14 |
 | Disruptor | 5 | 9.26% | 95.5 | 100.00% | +33.60% | 0.00% | 0.00% | 0.00% | 37:54 | 15:44 | 39:18 | 44:19 | 46:16 | 46:16 | 06:58 | 12:39 |
 | Puck | 114 | 41.45% | 94.3 | 64.04% | +7.74% | +9.29% | -24.75% | -11.04% | 13:22 | 06:55 | 11:21 | 12:54 | 14:26 | 24:14 | 03:05 | 02:57 |
 | Chen | 20 | 100.00% | 93.2 | 60.00% | -2.35% | +6.67% | -20.00% | -16.84% | 09:52 | 06:40 | 08:52 | 09:58 | 10:27 | 17:15 | 01:35 | 02:04 |
 | Io | 29 | 46.03% | 92.0 | 65.52% | +4.28% | +9.48% | +20.19% | 1.23% | 13:40 | 04:53 | 09:33 | 12:34 | 18:15 | 26:41 | 08:42 | 05:49 |
 | Kunkka | 41 | 100.00% | 90.9 | 58.54% | -2.26% | +5.10% | -8.54% | -11.06% | 07:02 | 03:16 | 06:27 | 07:01 | 07:41 | 10:20 | 01:14 | 01:17 |
 | Beastmaster | 56 | 37.58% | 89.8 | 64.29% | +1.57% | +9.04% | +21.42% | 1.37% | 21:55 | 03:46 | 18:02 | 20:38 | 27:04 | 39:24 | 09:02 | 07:23 |
 | Tidehunter | 126 | 90.65% | 88.6 | 58.73% | -0.29% | +1.88% | -10.34% | -2.82% | 10:22 | 01:53 | 07:01 | 08:47 | 11:21 | 35:20 | 04:20 | 05:25 |
 | Wraith King | 204 | 98.55% | 87.5 | 57.35% | -4.88% | +4.19% | -6.37% | -3.33% | 05:09 | 01:02 | 02:47 | 04:29 | 05:57 | 22:08 | 03:10 | 03:29 |
 | Timbersaw | 20 | 20.83% | 86.4 | 70.00% | +13.00% | -20.00% | +10.00% | 2.64% | 23:01 | 10:51 | 18:04 | 23:45 | 29:25 | 36:25 | 11:21 | 07:16 |
 | Underlord | 60 | 84.51% | 85.2 | 56.67% | +4.20% | +5.83% | -3.34% | -0.76% | 14:04 | 04:15 | 07:59 | 12:33 | 20:02 | 30:32 | 12:03 | 06:44 |
 | Witch Doctor | 13 | 11.71% | 84.1 | 76.92% | +22.33% | -26.92% | -10.25% | 0.97% | 26:18 | 08:53 | 19:02 | 24:10 | 36:10 | 55:47 | 17:08 | 13:05 |
 | Dark Seer | 39 | 79.59% | 83.0 | 56.41% | -0.15% | +16.32% | +13.59% | -0.56% | 14:34 | 06:34 | 10:34 | 12:08 | 15:25 | 36:13 | 04:51 | 06:47 |
 | Troll Warlord | 91 | 68.94% | 81.8 | 56.04% | -3.00% | +2.29% | -3.87% | -2.27% | 07:15 | 01:59 | 05:15 | 06:22 | 07:58 | 21:46 | 02:43 | 03:13 |
 | Slardar | 3 | 10.34% | 80.7 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 15:32 | 04:27 | 05:18 | 36:50 | 36:50 | 36:50 | 31:32 | 18:27 |
 | Silencer | 5 | 71.43% | 79.5 | 60.00% | -0.78% | -60.00% | +40.00% | 19.29% | 13:08 | 11:17 | 11:39 | 12:59 | 16:50 | 16:50 | 05:11 | 02:12 |
 | Axe | 23 | 95.83% | 78.4 | 52.17% | -1.24% | +4.97% | -2.17% | -0.57% | 11:00 | 02:00 | 04:21 | 09:20 | 16:53 | 31:17 | 12:32 | 07:38 |
 | Phantom Assassin | 4 | 4.94% | 77.3 | 100.00% | +39.63% | 0.00% | 0.00% | 0.00% | 08:51 | 05:15 | 07:49 | 08:15 | 14:06 | 14:06 | 06:17 | 03:44 |
 | Nature's Prophet | 56 | 47.46% | 76.1 | 55.36% | -1.12% | +4.64% | +8.93% | 0.34% | 16:05 | 04:56 | 09:09 | 16:18 | 21:46 | 33:15 | 12:37 | 07:12 |
 | Enchantress | 23 | 31.08% | 75.0 | 60.87% | -3.17% | +10.56% | +22.46% | 1.04% | 18:11 | 04:07 | 10:32 | 19:05 | 22:00 | 39:31 | 11:28 | 09:33 |
 | Alchemist | 32 | 49.23% | 73.9 | 56.25% | +1.51% | +21.53% | -6.25% | -3.08% | 07:17 | 01:39 | 02:52 | 05:23 | 11:53 | 30:56 | 09:01 | 06:49 |
 | Void Spirit | 160 | 62.75% | 72.7 | 50.63% | -5.33% | +10.35% | -15.63% | -10.90% | 08:53 | 03:12 | 07:13 | 08:10 | 09:36 | 32:33 | 02:23 | 03:22 |
 | Winter Wyvern | 5 | 16.13% | 71.6 | 80.00% | +28.62% | +20.00% | +20.00% | 0.00% | 15:19 | 08:24 | 14:30 | 18:19 | 18:53 | 18:53 | 04:23 | 04:13 |
 | Bloodseeker | 65 | 71.43% | 70.5 | 50.77% | +1.11% | +13.94% | -7.02% | -6.55% | 07:02 | 01:11 | 04:51 | 05:57 | 08:03 | 24:56 | 03:12 | 04:18 |
 | Mars | 188 | 85.07% | 69.3 | 48.94% | -3.67% | -7.27% | +2.12% | 4.02% | 08:20 | 02:11 | 06:58 | 08:09 | 09:18 | 29:14 | 02:20 | 02:35 |
 | Pangolier | 9 | 6.34% | 68.2 | 77.78% | +19.74% | +22.22% | -27.78% | 0.00% | 18:06 | 12:13 | 13:43 | 16:55 | 25:20 | 27:33 | 11:37 | 05:27 |
 | Abaddon | 29 | 50.88% | 67.0 | 51.72% | -6.72% | +10.78% | -8.86% | -1.75% | 13:08 | 01:22 | 08:28 | 11:45 | 19:40 | 30:07 | 11:12 | 08:57 |
 | Ember Spirit | 99 | 84.62% | 65.9 | 46.46% | -5.07% | -8.00% | -2.46% | 2.66% | 08:15 | 04:46 | 07:04 | 08:06 | 09:09 | 18:47 | 02:05 | 02:03 |
 | Death Prophet | 55 | 33.54% | 64.8 | 50.91% | -1.15% | +15.76% | -22.34% | -4.65% | 13:26 | 04:24 | 08:03 | 11:20 | 16:15 | 47:40 | 08:12 | 07:58 |
 | Tiny | 24 | 54.55% | 63.6 | 50.00% | -0.51% | +21.43% | -16.67% | -16.69% | 09:47 | 05:09 | 06:15 | 07:30 | 08:32 | 37:25 | 02:17 | 08:01 |
 | Lifestealer | 16 | 100.00% | 62.5 | 43.75% | -5.37% | -23.75% | +31.25% | 41.77% | 04:33 | 01:44 | 03:45 | 04:41 | 05:04 | 10:13 | 01:19 | 01:52 |
 | Bristleback | 19 | 43.18% | 61.4 | 52.63% | -1.47% | -35.96% | +27.37% | 14.56% | 11:07 | 03:32 | 08:00 | 09:13 | 12:21 | 27:27 | 04:21 | 06:41 |
 | Monkey King | 72 | 45.00% | 60.2 | 47.22% | -13.84% | +10.67% | +2.78% | -2.43% | 07:14 | 03:18 | 05:13 | 07:05 | 08:28 | 14:13 | 03:15 | 02:35 |
 | Keeper of the Light | 16 | 9.70% | 59.1 | 62.50% | +3.43% | -22.50% | +12.50% | 2.90% | 18:36 | 00:16 | 13:17 | 16:13 | 25:22 | 42:14 | 12:05 | 10:29 |
 | Centaur Warrunner | 10 | 58.82% | 58.0 | 50.00% | +2.87% | +25.00% | 0.00% | -2.98% | 10:41 | 06:31 | 08:40 | 09:34 | 17:03 | 20:27 | 08:23 | 04:33 |
 | Juggernaut | 74 | 74.00% | 56.8 | 43.24% | -2.08% | +6.76% | -9.91% | -12.99% | 04:45 | 01:53 | 04:08 | 04:51 | 05:25 | 07:26 | 01:17 | 01:06 |
 | Doom | 22 | 100.00% | 55.7 | 40.91% | -3.00% | +30.52% | -0.91% | -13.67% | 05:07 | 02:06 | 04:33 | 05:11 | 06:51 | 08:41 | 02:18 | 01:36 |
 | Mirana | 52 | 41.94% | 54.5 | 46.15% | -4.62% | -31.86% | 0.00% | 3.15% | 20:51 | 05:02 | 15:10 | 20:49 | 25:17 | 40:44 | 10:07 | 08:02 |
 | Invoker | 47 | 65.28% | 53.4 | 42.55% | -3.51% | +11.30% | -17.55% | -7.90% | 10:34 | 03:40 | 08:09 | 09:29 | 11:48 | 26:14 | 03:39 | 04:37 |
 | Elder Titan | 12 | 16.67% | 52.3 | 58.33% | -3.31% | +16.67% | +8.34% | -0.58% | 17:28 | 07:05 | 11:49 | 16:00 | 26:10 | 37:00 | 14:21 | 08:56 |
 | Leshrac | 10 | 16.67% | 51.1 | 60.00% | +15.41% | -10.00% | +40.00% | 4.88% | 16:19 | 07:44 | 11:22 | 16:57 | 21:37 | 32:30 | 10:15 | 07:26 |
 | Bounty Hunter | 13 | 54.17% | 50.0 | 46.15% | -5.46% | +28.85% | -12.82% | -3.95% | 11:54 | 05:28 | 06:36 | 15:45 | 17:09 | 18:28 | 10:33 | 05:12 |
 | Legion Commander | 50 | 98.04% | 48.9 | 38.00% | -3.27% | -9.43% | -4.67% | 1.32% | 08:31 | 02:55 | 05:46 | 07:23 | 09:23 | 30:08 | 03:37 | 05:20 |
 | Night Stalker | 31 | 83.78% | 47.7 | 38.71% | -4.30% | -27.60% | -1.21% | 10.28% | 06:45 | 02:56 | 05:36 | 06:56 | 08:10 | 11:34 | 02:34 | 01:58 |
 | Clockwerk | 20 | 18.35% | 46.6 | 50.00% | -9.81% | +33.33% | -10.00% | -4.02% | 18:51 | 10:55 | 14:32 | 18:06 | 25:18 | 33:26 | 10:46 | 06:26 |
 | Windranger | 2 | 5.71% | 45.5 | 100.00% | +48.41% | 0.00% | 0.00% | 0.00% | 16:14 | 07:07 | 25:20 | 25:20 | 25:20 | 25:20 | 00:00 | 12:52 |
 | Phoenix | 5 | 3.38% | 44.3 | 80.00% | +12.36% | -30.00% | +20.00% | 0.00% | 22:59 | 15:10 | 20:44 | 26:01 | 27:21 | 27:21 | 06:37 | 05:02 |
 | Tusk | 59 | 44.36% | 43.2 | 38.98% | -12.59% | -1.48% | -12.31% | -1.62% | 12:37 | 05:24 | 08:48 | 11:03 | 15:30 | 31:42 | 06:42 | 05:51 |
 | Ursa | 36 | 31.58% | 42.0 | 38.89% | -5.80% | +1.11% | -16.67% | -4.94% | 07:08 | 02:57 | 05:09 | 06:59 | 08:45 | 15:03 | 03:36 | 02:45 |
 | Enigma | 15 | 18.99% | 40.9 | 46.67% | -9.50% | -26.67% | +28.33% | 9.30% | 13:17 | 07:01 | 10:42 | 11:44 | 16:37 | 26:02 | 05:55 | 05:20 |
 | Undying | 18 | 20.69% | 39.8 | 44.44% | +6.24% | -11.11% | -19.44% | -0.92% | 20:31 | 13:24 | 16:22 | 20:13 | 25:28 | 37:11 | 09:06 | 06:16 |
 | Warlock | 2 | 50.00% | 38.6 | 50.00% | -6.52% | 0.00% | 0.00% | 0.00% | 22:03 | 15:49 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 08:48 |
 | Viper | 14 | 22.58% | 37.5 | 42.86% | -9.82% | -2.86% | +23.81% | 2.97% | 16:43 | 08:00 | 12:38 | 16:22 | 21:36 | 35:09 | 08:58 | 07:35 |
 | Spirit Breaker | 14 | 48.28% | 36.4 | 35.71% | -8.58% | -15.71% | -2.38% | 1.16% | 14:21 | 05:17 | 09:37 | 14:27 | 21:04 | 35:03 | 11:27 | 07:57 |
 | Outworld Destroyer | 7 | 6.73% | 35.2 | 57.14% | +9.30% | +9.53% | -7.14% | -2.35% | 19:06 | 13:23 | 15:24 | 21:05 | 22:30 | 30:42 | 07:06 | 06:08 |
 | Earth Spirit | 9 | 4.50% | 34.1 | 55.56% | +8.44% | -22.23% | -5.56% | 1.04% | 21:52 | 09:11 | 12:52 | 24:06 | 28:52 | 38:25 | 16:00 | 09:17 |
 | Oracle | 2 | 1.48% | 33.0 | 100.00% | +42.69% | 0.00% | 0.00% | 0.00% | 27:20 | 23:38 | 31:01 | 31:01 | 31:01 | 31:01 | 00:00 | 05:13 |
 | Snapfire | 1 | 7.14% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:52 | 11:52 | 11:52 | 11:52 | 11:52 | 11:52 | 00:00 | 00:00 |
 | Ogre Magi | 6 | 11.11% | 30.7 | 50.00% | -6.68% | +50.00% | -50.00% | -11.05% | 22:06 | 16:42 | 21:08 | 21:40 | 30:11 | 30:11 | 09:03 | 05:02 |
 | Ancient Apparition | 7 | 16.28% | 29.5 | 42.86% | -3.89% | -9.53% | +7.14% | 4.49% | 23:12 | 17:12 | 21:25 | 23:52 | 25:08 | 30:53 | 03:43 | 04:18 |
 | Nyx Assassin | 5 | 2.58% | 28.4 | 60.00% | +2.33% | -10.00% | +40.00% | 0.00% | 27:56 | 21:43 | 23:40 | 32:51 | 34:55 | 34:55 | 11:15 | 05:44 |
 | Razor | 5 | 22.73% | 27.3 | 40.00% | -27.29% | -40.00% | -40.00% | 0.00% | 08:41 | 07:06 | 08:01 | 08:33 | 11:30 | 11:30 | 03:29 | 01:39 |
 | Grimstroke | 3 | 1.89% | 26.1 | 66.67% | +25.03% | -16.67% | +33.33% | 0.00% | 22:33 | 13:27 | 25:40 | 28:31 | 28:31 | 28:31 | 02:51 | 08:00 |
 | Rubick | 8 | 4.28% | 25.0 | 37.50% | -10.89% | -4.17% | +12.50% | 1.25% | 20:28 | 11:11 | 14:43 | 16:56 | 28:01 | 35:59 | 13:18 | 08:50 |
 | Storm Spirit | 1 | 0.99% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 00:00 | 00:00 |
 | Earthshaker | 1 | 0.67% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:52 | 30:52 | 30:52 | 30:52 | 30:52 | 30:52 | 00:00 | 00:00 |
 | Sand King | 7 | 12.50% | 21.6 | 28.57% | -22.10% | -28.57% | +71.43% | 6.76% | 14:13 | 04:14 | 06:06 | 15:31 | 20:53 | 40:52 | 14:47 | 13:17 |
 | Gyrocopter | 9 | 23.68% | 20.5 | 22.22% | -25.70% | +11.11% | -22.22% | -8.51% | 09:09 | 05:13 | 06:16 | 06:28 | 10:11 | 28:30 | 03:55 | 07:22 |
 | Queen of Pain | 4 | 6.35% | 19.3 | 25.00% | -28.70% | +25.00% | -25.00% | -1.54% | 25:35 | 12:09 | 16:43 | 24:20 | 49:06 | 49:06 | 32:23 | 16:28 |
 | Lycan | 4 | 5.00% | 18.2 | 25.00% | -35.64% | -25.00% | -25.00% | 0.00% | 27:11 | 14:00 | 22:32 | 29:28 | 42:43 | 42:43 | 20:11 | 12:08 |
 | Brewmaster | 6 | 11.32% | 17.0 | 16.67% | -23.99% | +16.66% | -16.67% | 0.00% | 08:13 | 05:30 | 08:39 | 08:55 | 09:31 | 09:31 | 00:52 | 01:30 |
 | Visage | 1 | 33.33% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:23 | 05:23 | 05:23 | 05:23 | 05:23 | 05:23 | 00:00 | 00:00 |
 | Dark Willow | 1 | 2.78% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 00:00 | 00:00 |
 | Lina | 2 | 5.00% | 13.6 | 0.00% | -47.12% | 0.00% | 0.00% | 0.00% | 13:02 | 07:31 | 18:33 | 18:33 | 18:33 | 18:33 | 00:00 | 07:48 |
 | Sven | 1 | 25.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:39 | 09:39 | 09:39 | 09:39 | 09:39 | 09:39 | 00:00 | 00:00 |
 | Jakiro | 1 | 5.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 00:00 | 00:00 |
 | Spectre | 2 | 100.00% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:03 | 08:21 | 13:45 | 13:45 | 13:45 | 13:45 | 00:00 | 03:49 |
 | Shadow Shaman | 1 | 0.62% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Weaver | 1 | 1.49% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 00:00 | 00:00 |
 | Broodmother | 1 | 11.11% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:32 | 05:32 | 05:32 | 05:32 | 05:32 | 05:32 | 00:00 | 00:00 |
 | Clinkz | 1 | 20.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:15 | 03:15 | 03:15 | 03:15 | 03:15 | 03:15 | 00:00 | 00:00 |
 | Pugna | 1 | 5.56% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:35 | 09:35 | 09:35 | 09:35 | 09:35 | 09:35 | 00:00 | 00:00 |
 | Medusa | 1 | 1.28% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Slark | 2 | 4.88% | 2.3 | 0.00% | -41.96% | 0.00% | 0.00% | 0.00% | 06:26 | 06:08 | 06:44 | 06:44 | 06:44 | 06:44 | 00:00 | 00:25 |
 | Treant Protector | 3 | 25.00% | 1.1 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 12:14 | 10:40 | 12:12 | 13:49 | 13:49 | 13:49 | 01:37 | 01:34 |