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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 | |
 | Aether Lens | 953 | 5.29% | 91.0 | 60.23% | +11.60% | -5.61% | +5.32% | 0.77% | 26:10 | 08:44 | 18:08 | 24:08 | 32:21 | 1:24:59 | 10:31 |
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 | |
 | Bane | 41 | 21.93% | 100.0 | 80.49% | +35.28% | -0.49% | -0.49% | 0.00% | 25:42 | 16:17 | 19:39 | 24:47 | 27:58 | 49:07 | 08:19 | 06:09 |
 | Silencer | 7 | 3.30% | 98.5 | 100.00% | +56.59% | 0.00% | 0.00% | 0.00% | 31:44 | 24:25 | 29:46 | 32:43 | 33:24 | 35:38 | 03:38 | 02:41 |
 | Lion | 18 | 13.53% | 97.0 | 77.78% | +40.39% | -17.78% | -2.78% | 0.78% | 29:40 | 15:38 | 21:19 | 26:44 | 40:39 | 47:18 | 19:20 | 14:19 |
 | Ancient Apparition | 9 | 5.20% | 95.5 | 88.89% | +34.62% | -38.89% | +11.11% | 2.36% | 41:05 | 26:42 | 26:48 | 38:55 | 47:59 | 1:14:04 | 21:11 | 15:41 |
 | Winter Wyvern | 31 | 20.13% | 94.0 | 67.74% | +19.77% | +19.76% | +19.76% | 0.00% | 27:15 | 15:26 | 20:51 | 27:39 | 31:03 | 45:09 | 10:12 | 07:33 |
 | Hoodwink | 17 | 39.53% | 92.5 | 64.71% | +30.09% | +10.29% | +10.29% | 0.00% | 24:18 | 14:50 | 19:42 | 25:04 | 26:13 | 36:25 | 06:31 | 04:49 |
 | Shadow Demon | 99 | 37.93% | 91.0 | 58.59% | +13.53% | -10.59% | +9.41% | 1.57% | 24:37 | 10:26 | 17:08 | 20:51 | 29:52 | 1:01:40 | 12:44 | 09:25 |
 | Pugna | 67 | 67.00% | 89.6 | 56.72% | +20.36% | -9.66% | +7.99% | 3.35% | 16:09 | 09:13 | 12:23 | 15:02 | 17:39 | 36:18 | 05:16 | 03:54 |
 | Doom | 13 | 8.23% | 88.1 | 76.92% | +22.44% | +23.08% | +23.08% | 0.00% | 24:14 | 19:57 | 21:29 | 23:25 | 26:04 | 28:54 | 04:35 | 03:23 |
 | Enigma | 31 | 16.32% | 86.6 | 64.52% | +16.09% | +22.98% | -27.02% | -4.42% | 27:32 | 15:41 | 21:03 | 24:42 | 32:22 | 46:29 | 11:19 | 08:22 |
 | Grimstroke | 44 | 51.16% | 85.1 | 54.55% | +25.98% | 0.00% | +9.09% | 0.71% | 27:24 | 14:02 | 19:34 | 26:09 | 32:17 | 55:30 | 12:43 | 09:25 |
 | Oracle | 26 | 21.67% | 83.6 | 61.54% | +13.67% | -18.68% | +21.79% | 4.32% | 28:05 | 12:34 | 19:29 | 23:01 | 28:51 | 1:20:50 | 09:22 | 06:56 |
 | Dark Willow | 14 | 9.66% | 82.1 | 71.43% | +18.76% | +28.57% | -4.76% | -2.47% | 33:06 | 14:02 | 25:57 | 32:57 | 39:26 | 48:31 | 13:29 | 09:59 |
 | Crystal Maiden | 17 | 7.23% | 80.6 | 70.59% | +16.92% | +4.41% | +4.41% | 0.00% | 28:12 | 14:43 | 21:32 | 26:16 | 33:30 | 43:52 | 11:58 | 08:51 |
 | Arc Warden | 7 | 22.58% | 79.1 | 71.43% | +21.43% | +28.57% | -21.43% | -13.33% | 28:34 | 25:06 | 25:49 | 28:45 | 29:34 | 32:08 | 03:45 | 02:46 |
 | Kunkka | 10 | 4.50% | 77.6 | 80.00% | +26.70% | +20.00% | -30.00% | -5.85% | 27:43 | 19:02 | 21:42 | 23:42 | 30:15 | 46:35 | 08:33 | 06:20 |
 | Disruptor | 7 | 4.55% | 76.1 | 85.71% | +34.01% | +14.29% | +14.29% | 0.00% | 34:44 | 23:06 | 28:27 | 30:23 | 35:43 | 53:19 | 07:16 | 05:22 |
 | Nyx Assassin | 12 | 5.56% | 74.6 | 75.00% | +14.22% | -8.33% | -8.33% | 0.00% | 35:19 | 18:48 | 24:28 | 26:26 | 40:07 | 1:02:49 | 15:39 | 11:35 |
 | Magnus | 17 | 12.14% | 73.1 | 64.71% | +11.86% | -14.71% | -14.71% | 0.00% | 31:46 | 18:40 | 27:25 | 32:52 | 34:35 | 43:53 | 07:10 | 05:18 |
 | Techies | 2 | 12.50% | 71.6 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 33:47 | 29:42 | 29:42 | 37:52 | 37:52 | 37:52 | 08:10 | 06:02 |
 | Rubick | 68 | 23.05% | 70.1 | 52.94% | +10.21% | 0.00% | 0.00% | 0.00% | 19:30 | 11:10 | 15:20 | 17:15 | 23:27 | 39:22 | 08:07 | 06:00 |
 | Muerta | 13 | 23.21% | 68.7 | 61.54% | +15.03% | -28.21% | +38.46% | 7.06% | 23:27 | 12:45 | 16:38 | 23:54 | 26:05 | 38:42 | 09:27 | 07:00 |
 | Tinker | 33 | 45.21% | 67.2 | 51.52% | +16.52% | +10.98% | -14.02% | -8.62% | 21:36 | 17:05 | 19:58 | 21:43 | 22:52 | 26:29 | 02:54 | 02:08 |
 | Earthshaker | 26 | 6.58% | 65.7 | 61.54% | +8.69% | +9.89% | +5.13% | -0.48% | 32:51 | 17:23 | 28:23 | 32:08 | 38:21 | 53:06 | 09:58 | 07:22 |
 | Shadow Shaman | 37 | 19.89% | 64.2 | 54.05% | +1.70% | +12.62% | +1.51% | -1.97% | 18:42 | 10:38 | 14:19 | 16:14 | 19:57 | 48:25 | 05:38 | 04:10 |
 | Sand King | 13 | 6.05% | 62.7 | 69.23% | +28.64% | -2.56% | +30.77% | 1.49% | 30:34 | 14:58 | 16:36 | 24:00 | 38:59 | 59:45 | 22:23 | 16:34 |
 | Jakiro | 9 | 10.23% | 61.2 | 66.67% | +33.76% | -16.67% | -16.67% | 0.00% | 27:14 | 13:24 | 17:08 | 26:19 | 34:27 | 39:33 | 17:19 | 12:49 |
 | Outworld Destroyer | 5 | 6.58% | 59.7 | 80.00% | +44.79% | +20.00% | -80.00% | 0.00% | 21:31 | 12:47 | 12:47 | 20:37 | 25:32 | 28:58 | 12:45 | 09:26 |
 | Tusk | 6 | 2.76% | 58.2 | 83.33% | +32.15% | +16.67% | -83.33% | 0.00% | 39:36 | 30:08 | 34:43 | 40:18 | 43:48 | 47:14 | 09:05 | 06:43 |
 | Vengeful Spirit | 12 | 5.31% | 56.7 | 66.67% | +19.94% | +33.33% | 0.00% | -2.27% | 32:26 | 21:44 | 23:37 | 32:05 | 38:19 | 46:18 | 14:42 | 10:53 |
 | Ogre Magi | 15 | 8.77% | 55.2 | 60.00% | +13.85% | -10.00% | -10.00% | 0.00% | 32:01 | 18:09 | 21:45 | 28:38 | 40:36 | 52:08 | 18:51 | 13:57 |
 | Batrider | 38 | 13.72% | 53.7 | 50.00% | +5.65% | 0.00% | +27.78% | 2.86% | 28:33 | 11:32 | 23:40 | 26:01 | 33:22 | 53:10 | 09:42 | 07:11 |
 | Zeus | 40 | 57.14% | 52.2 | 40.00% | +6.67% | +20.00% | -10.00% | -3.15% | 19:11 | 09:35 | 12:41 | 16:48 | 22:13 | 40:34 | 09:32 | 07:03 |
 | Invoker | 5 | 2.37% | 50.7 | 80.00% | +30.49% | +20.00% | -80.00% | -19.87% | 39:23 | 31:53 | 31:53 | 36:50 | 36:55 | 58:13 | 05:02 | 03:43 |
 | Earth Spirit | 6 | 4.08% | 49.3 | 66.67% | +18.44% | +33.33% | -66.67% | -19.54% | 40:31 | 30:25 | 35:14 | 40:03 | 40:21 | 56:59 | 05:07 | 03:47 |
 | Pangolier | 6 | 3.97% | 47.8 | 66.67% | +25.29% | -16.67% | -66.67% | -6.99% | 42:01 | 35:04 | 39:17 | 39:56 | 46:26 | 49:21 | 07:09 | 05:17 |
 | Lina | 29 | 11.37% | 46.3 | 41.38% | -11.27% | +1.48% | +1.48% | 0.00% | 15:02 | 08:44 | 10:37 | 14:17 | 16:47 | 30:29 | 06:10 | 04:34 |
 | Witch Doctor | 4 | 3.67% | 44.8 | 75.00% | +33.10% | -75.00% | +25.00% | 0.00% | 36:03 | 23:45 | 23:45 | 30:34 | 33:01 | 56:50 | 09:16 | 06:51 |
 | Dazzle | 6 | 3.41% | 43.3 | 66.67% | +16.67% | -16.67% | +33.33% | 0.00% | 30:30 | 20:14 | 22:07 | 22:13 | 35:28 | 59:02 | 13:21 | 09:53 |
 | Marci | 2 | 2.06% | 41.8 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 39:41 | 29:39 | 29:39 | 49:43 | 49:43 | 49:43 | 20:04 | 14:51 |
 | Broodmother | 2 | 2.06% | 40.3 | 100.00% | +38.95% | 0.00% | 0.00% | 0.00% | 39:58 | 31:13 | 31:13 | 48:42 | 48:42 | 48:42 | 17:29 | 12:57 |
 | Puck | 12 | 5.69% | 38.8 | 50.00% | -1.76% | +16.67% | +16.67% | 0.00% | 34:44 | 25:54 | 26:22 | 31:30 | 39:01 | 56:42 | 12:39 | 09:22 |
 | Beastmaster | 14 | 8.75% | 37.3 | 42.86% | -5.09% | -17.86% | -9.53% | 0.56% | 31:30 | 19:23 | 22:48 | 28:01 | 37:40 | 55:52 | 14:52 | 11:00 |
 | Leshrac | 2 | 1.00% | 35.8 | 100.00% | +47.74% | 0.00% | 0.00% | 0.00% | 34:16 | 31:38 | 31:38 | 36:54 | 36:54 | 36:54 | 05:16 | 03:54 |
 | Tiny | 7 | 2.26% | 34.3 | 57.14% | +7.64% | -7.14% | -7.14% | 0.00% | 36:56 | 27:40 | 30:55 | 34:59 | 40:26 | 45:40 | 09:31 | 07:02 |
 | Void Spirit | 7 | 12.96% | 32.8 | 42.86% | -1.82% | +7.14% | -42.86% | -9.46% | 35:00 | 29:26 | 30:41 | 35:53 | 35:58 | 41:36 | 05:17 | 03:54 |
 | Skywrath Mage | 13 | 8.33% | 31.3 | 38.46% | -9.09% | -38.46% | -38.46% | 0.00% | 26:48 | 17:18 | 20:21 | 23:29 | 33:34 | 44:05 | 13:13 | 09:47 |
 | Omniknight | 1 | 2.17% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 00:00 | 00:00 |
 | Legion Commander | 1 | 1.06% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 00:00 | 00:00 |
 | Death Prophet | 1 | 0.91% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 0.88% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Phoenix | 1 | 0.80% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Timbersaw | 1 | 0.75% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 00:00 | 00:00 |
 | Ursa | 1 | 0.73% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 00:00 | 00:00 |
 | Undying | 1 | 0.55% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Morphling | 1 | 0.53% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:04 | 17:04 | 17:04 | 17:04 | 17:04 | 17:04 | 00:00 | 00:00 |
 | Elder Titan | 1 | 0.41% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 00:00 | 00:00 |
 | Tidehunter | 1 | 0.39% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 |
 | Warlock | 2 | 3.39% | 13.4 | 50.00% | +7.89% | +50.00% | 0.00% | 0.00% | 35:13 | 34:57 | 34:57 | 35:29 | 35:29 | 35:29 | 00:32 | 00:23 |
 | Chaos Knight | 2 | 2.38% | 11.9 | 50.00% | -7.32% | -50.00% | 0.00% | 0.00% | 20:46 | 20:31 | 20:31 | 21:01 | 21:01 | 21:01 | 00:30 | 00:22 |
 | Mars | 3 | 3.80% | 10.4 | 33.33% | +0.44% | +66.67% | 0.00% | 0.00% | 38:03 | 34:15 | 34:15 | 38:02 | 41:53 | 41:53 | 07:38 | 05:39 |
 | Weaver | 3 | 1.09% | 9.0 | 33.33% | -20.91% | +66.67% | 0.00% | 0.00% | 39:54 | 33:21 | 33:21 | 36:45 | 49:37 | 49:37 | 16:16 | 12:02 |
 | Snapfire | 4 | 3.33% | 7.5 | 25.00% | -21.55% | -25.00% | -25.00% | 0.00% | 40:31 | 28:53 | 28:53 | 43:30 | 44:01 | 45:38 | 15:08 | 11:12 |
 | Lich | 5 | 3.68% | 6.0 | 20.00% | -28.09% | +80.00% | -20.00% | -12.22% | 41:36 | 27:27 | 27:27 | 30:20 | 35:38 | 1:24:59 | 08:11 | 06:03 |
 | Ember Spirit | 1 | 0.44% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 00:00 | 00:00 |
 | Pudge | 2 | 3.70% | 3.0 | 0.00% | -51.92% | 0.00% | 0.00% | 0.00% | 33:14 | 23:11 | 23:11 | 43:17 | 43:17 | 43:17 | 20:06 | 14:53 |
 | Queen of Pain | 1 | 0.48% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 00:00 | 00:00 |