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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 | |
 | Magic Wand | 831 | 67.02% | 82.8 | 52.59% | -1.53% | -0.92% | -2.59% | -0.22% | 09:37 | -01:29 | 05:27 | 09:02 | 12:55 | 46:44 | 05:45 |
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 | 2 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:03 | 11:59 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 04:20 |
 | Ancient Apparition | 2 | 100.00% | 98.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:08 | 02:31 | 09:44 | 09:44 | 09:44 | 09:44 | 00:00 | 05:06 |
 | Chaos Knight | 2 | 100.00% | 97.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:55 | 00:52 | 00:58 | 00:58 | 00:58 | 00:58 | 00:00 | 00:04 |
 | Ogre Magi | 6 | 85.71% | 96.6 | 100.00% | +13.51% | 0.00% | 0.00% | 0.00% | 10:36 | 05:55 | 08:08 | 09:47 | 19:54 | 19:54 | 11:46 | 05:09 |
 | Axe | 2 | 50.00% | 95.5 | 100.00% | +21.28% | 0.00% | 0.00% | 0.00% | 13:36 | 12:46 | 14:26 | 14:26 | 14:26 | 14:26 | 00:00 | 01:10 |
 | Invoker | 8 | 50.00% | 94.4 | 87.50% | +15.15% | +12.50% | -37.50% | -9.90% | 09:16 | 02:07 | 07:58 | 09:02 | 13:01 | 14:28 | 05:03 | 03:47 |
 | Monkey King | 18 | 72.00% | 93.3 | 77.78% | -0.22% | +5.55% | +22.22% | 2.73% | 09:11 | 01:13 | 06:44 | 08:23 | 12:51 | 20:19 | 06:07 | 05:33 |
 | Slardar | 8 | 72.73% | 92.1 | 75.00% | +6.11% | -8.33% | +25.00% | 14.81% | 07:50 | 02:30 | 07:36 | 08:42 | 09:51 | 11:46 | 02:15 | 03:02 |
 | Phoenix | 15 | 71.43% | 91.0 | 73.33% | -6.67% | +26.67% | -23.33% | -12.82% | 12:11 | 03:41 | 09:26 | 12:26 | 13:20 | 29:08 | 03:54 | 05:35 |
 | Io | 1 | 50.00% | 89.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 00:00 | 00:00 |
 | Sven | 1 | 50.00% | 88.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:57 | 00:57 | 00:57 | 00:57 | 00:57 | 00:57 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 50.00% | 87.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 00:00 | 00:00 |
 | Night Stalker | 1 | 50.00% | 86.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:38 | 04:38 | 04:38 | 04:38 | 04:38 | 04:38 | 00:00 | 00:00 |
 | Wraith King | 34 | 79.07% | 85.4 | 67.65% | +3.46% | -7.65% | -5.15% | 0.28% | 12:44 | 00:55 | 08:13 | 15:31 | 17:11 | 24:14 | 08:58 | 06:51 |
 | Snapfire | 4 | 66.67% | 84.3 | 75.00% | +5.77% | +25.00% | +25.00% | 0.00% | 10:21 | 05:32 | 08:29 | 11:01 | 16:21 | 16:21 | 07:52 | 04:35 |
 | Underlord | 20 | 90.91% | 83.1 | 65.00% | +0.48% | -15.00% | +15.00% | 6.00% | 06:52 | 00:55 | 04:12 | 07:21 | 09:12 | 15:00 | 05:00 | 03:41 |
 | Abaddon | 6 | 85.71% | 82.0 | 66.67% | -15.00% | 0.00% | +33.33% | 6.83% | 13:31 | -01:29 | 15:22 | 17:05 | 20:15 | 20:15 | 04:53 | 07:53 |
 | Tusk | 19 | 57.58% | 80.9 | 68.42% | +3.74% | +14.91% | -28.42% | -5.26% | 14:49 | 06:33 | 11:20 | 16:19 | 19:34 | 22:45 | 08:14 | 05:14 |
 | Earthshaker | 3 | 17.65% | 79.8 | 100.00% | +26.32% | 0.00% | 0.00% | 0.00% | 07:15 | 04:49 | 05:18 | 11:38 | 11:38 | 11:38 | 06:20 | 03:48 |
 | Phantom Assassin | 9 | 75.00% | 78.7 | 66.67% | +7.11% | 0.00% | -16.67% | -3.51% | 06:45 | 02:38 | 02:55 | 06:39 | 07:40 | 20:59 | 04:45 | 05:39 |
 | Nature's Prophet | 22 | 81.48% | 77.5 | 63.64% | -10.98% | +7.79% | -23.64% | -3.82% | 06:39 | 01:49 | 02:26 | 06:45 | 10:40 | 14:28 | 08:14 | 04:22 |
 | Dark Willow | 6 | 75.00% | 76.4 | 66.67% | -7.47% | +33.33% | +33.33% | 0.00% | 10:09 | 02:05 | 09:15 | 10:26 | 19:32 | 19:32 | 10:17 | 05:55 |
 | Pangolier | 9 | 69.23% | 75.3 | 66.67% | +11.55% | +33.33% | +33.33% | 0.00% | 08:43 | 04:41 | 05:00 | 08:00 | 14:26 | 17:02 | 09:26 | 04:31 |
 | Elder Titan | 3 | 75.00% | 74.2 | 66.67% | +3.71% | +33.33% | -66.67% | -100.00% | 07:01 | 06:55 | 06:57 | 07:12 | 07:12 | 07:12 | 00:15 | 00:09 |
 | Beastmaster | 12 | 44.44% | 73.0 | 66.67% | -1.85% | +8.33% | 0.00% | -0.79% | 05:47 | 01:46 | 02:03 | 02:21 | 12:39 | 22:25 | 10:36 | 06:38 |
 | Viper | 16 | 94.12% | 71.9 | 56.25% | -1.34% | -16.25% | -6.25% | 2.38% | 08:01 | 04:08 | 06:28 | 07:32 | 10:40 | 12:55 | 04:12 | 02:42 |
 | Windranger | 5 | 83.33% | 70.8 | 60.00% | +7.62% | +40.00% | -60.00% | -14.08% | 05:28 | 02:01 | 03:10 | 08:32 | 10:16 | 10:16 | 07:06 | 03:40 |
 | Medusa | 8 | 66.67% | 69.7 | 62.50% | -6.59% | +37.50% | -12.50% | -5.89% | 11:32 | 03:26 | 08:54 | 12:12 | 17:23 | 20:55 | 08:29 | 05:39 |
 | Witch Doctor | 38 | 95.00% | 68.5 | 55.26% | -3.32% | -0.71% | +22.52% | 4.12% | 11:13 | 02:31 | 08:09 | 11:03 | 13:47 | 46:44 | 05:38 | 07:17 |
 | Clockwerk | 10 | 71.43% | 67.4 | 60.00% | +5.71% | -10.00% | +40.00% | 4.29% | 14:05 | 03:56 | 10:32 | 13:42 | 22:11 | 35:09 | 11:39 | 09:04 |
 | Tiny | 7 | 33.33% | 66.3 | 71.43% | +17.99% | -38.10% | +28.57% | 13.29% | 10:04 | -01:27 | 09:36 | 14:29 | 14:37 | 17:20 | 05:01 | 06:21 |
 | Shadow Demon | 1 | 33.33% | 65.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:33 | 07:33 | 07:33 | 07:33 | 07:33 | 07:33 | 00:00 | 00:00 |
 | Puck | 23 | 58.97% | 64.0 | 56.52% | -1.42% | +0.62% | -6.52% | -0.92% | 07:53 | 00:48 | 03:48 | 06:21 | 11:32 | 21:15 | 07:44 | 06:04 |
 | Luna | 2 | 100.00% | 62.9 | 50.00% | +5.00% | 0.00% | 0.00% | 0.00% | 11:08 | 03:07 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 11:19 |
 | Dazzle | 4 | 100.00% | 61.8 | 50.00% | -11.22% | 0.00% | -50.00% | -3.59% | 10:27 | 02:00 | 04:35 | 16:42 | 18:30 | 18:30 | 13:55 | 08:21 |
 | Lion | 2 | 100.00% | 60.7 | 50.00% | -10.00% | 0.00% | 0.00% | 0.00% | 11:15 | 10:43 | 11:47 | 11:47 | 11:47 | 11:47 | 00:00 | 00:45 |
 | Shadow Fiend | 2 | 100.00% | 59.6 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:17 | 04:35 | 05:58 | 05:58 | 05:58 | 05:58 | 00:00 | 00:58 |
 | Oracle | 15 | 78.95% | 58.4 | 53.33% | +1.04% | -13.33% | -28.33% | -3.20% | 12:04 | 06:00 | 08:41 | 10:57 | 13:22 | 31:03 | 04:41 | 06:11 |
 | Tidehunter | 27 | 79.41% | 57.3 | 51.85% | -6.08% | -39.35% | +19.58% | 9.28% | 05:49 | 01:13 | 02:39 | 04:55 | 09:00 | 14:43 | 06:21 | 03:57 |
 | Mars | 40 | 90.91% | 56.2 | 50.00% | -2.66% | +4.55% | -30.00% | -9.42% | 08:16 | 02:17 | 06:19 | 08:28 | 09:59 | 16:47 | 03:40 | 03:27 |
 | Leshrac | 17 | 73.91% | 55.1 | 52.94% | +2.74% | +7.06% | +22.06% | 3.25% | 07:05 | 02:08 | 05:05 | 07:28 | 09:42 | 11:39 | 04:37 | 02:47 |
 | Undying | 15 | 71.43% | 53.9 | 53.33% | +8.97% | +26.67% | -53.33% | -23.76% | 11:48 | 08:02 | 10:38 | 12:17 | 14:00 | 15:37 | 03:22 | 02:13 |
 | Shadow Shaman | 15 | 62.50% | 52.8 | 53.33% | +5.71% | -13.33% | -28.33% | -1.58% | 12:09 | 03:08 | 07:15 | 13:42 | 16:44 | 22:58 | 09:29 | 06:19 |
 | Nyx Assassin | 13 | 61.90% | 51.7 | 53.85% | -8.56% | -28.85% | +46.15% | 5.73% | 14:24 | 04:19 | 10:31 | 13:35 | 23:36 | 28:48 | 13:05 | 07:50 |
 | Weaver | 9 | 100.00% | 50.6 | 44.44% | -6.60% | +22.23% | +5.56% | -3.29% | 05:00 | 01:30 | 02:07 | 06:43 | 07:11 | 14:02 | 05:04 | 04:07 |
 | Timbersaw | 11 | 91.67% | 49.4 | 45.45% | +2.21% | -45.45% | +21.22% | 21.98% | 04:50 | 01:50 | 02:41 | 04:11 | 05:43 | 11:17 | 03:02 | 03:13 |
 | Death Prophet | 13 | 86.67% | 48.3 | 46.15% | +6.91% | +28.85% | -12.82% | -12.56% | 08:16 | 04:10 | 07:09 | 08:14 | 10:28 | 13:01 | 03:19 | 02:27 |
 | Queen of Pain | 6 | 75.00% | 47.2 | 50.00% | +3.70% | +50.00% | -50.00% | -22.64% | 04:31 | -01:29 | 04:27 | 05:48 | 08:52 | 08:52 | 04:25 | 03:59 |
 | Kunkka | 7 | 46.67% | 46.1 | 57.14% | -7.15% | +9.53% | -7.14% | -2.15% | 09:13 | 00:41 | 07:32 | 10:07 | 15:18 | 16:06 | 07:46 | 05:17 |
 | Troll Warlord | 12 | 60.00% | 44.9 | 50.00% | -22.14% | -25.00% | +16.67% | 4.56% | 08:56 | 01:55 | 04:52 | 07:30 | 14:00 | 19:29 | 09:08 | 05:33 |
 | Batrider | 9 | 40.91% | 43.8 | 55.56% | -4.95% | +44.44% | -5.56% | 0.00% | 11:51 | 04:15 | 09:33 | 10:20 | 17:34 | 18:27 | 08:01 | 04:51 |
 | Keeper of the Light | 12 | 52.17% | 42.7 | 50.00% | -3.42% | +25.00% | -16.67% | -18.52% | 10:26 | 06:13 | 09:44 | 10:42 | 11:59 | 14:14 | 02:15 | 02:06 |
 | Enigma | 5 | 38.46% | 41.6 | 60.00% | -5.31% | -10.00% | +40.00% | 12.35% | 13:10 | 07:47 | 11:57 | 15:50 | 16:00 | 16:00 | 04:03 | 03:25 |
 | Crystal Maiden | 11 | 73.33% | 40.4 | 45.45% | -11.51% | -20.45% | -12.12% | 1.39% | 13:02 | 05:27 | 11:07 | 13:02 | 17:06 | 22:03 | 05:59 | 05:27 |
 | Mirana | 21 | 80.77% | 39.3 | 42.86% | -5.53% | +7.14% | -22.86% | -3.87% | 08:32 | 01:19 | 04:49 | 08:10 | 12:34 | 19:28 | 07:45 | 05:24 |
 | Earth Spirit | 27 | 64.29% | 38.2 | 44.44% | -0.95% | +18.06% | -1.58% | -2.95% | 14:38 | 05:54 | 10:36 | 13:06 | 17:16 | 35:51 | 06:40 | 06:33 |
 | Gyrocopter | 7 | 87.50% | 37.1 | 42.86% | -3.81% | -9.53% | +7.14% | 1.35% | 08:37 | 02:09 | 03:49 | 13:29 | 16:08 | 16:45 | 12:19 | 06:34 |
 | Juggernaut | 14 | 73.68% | 36.0 | 42.86% | +9.09% | -2.86% | -42.86% | -3.58% | 09:44 | 01:05 | 05:42 | 07:30 | 16:53 | 18:38 | 11:11 | 06:29 |
 | Grimstroke | 29 | 72.50% | 34.8 | 41.38% | -2.30% | -3.88% | +1.48% | 1.26% | 10:41 | 03:05 | 08:47 | 11:59 | 13:03 | 19:54 | 04:16 | 03:51 |
 | Venomancer | 11 | 100.00% | 33.7 | 36.36% | -10.56% | -11.36% | -36.36% | -6.98% | 07:55 | 01:49 | 06:58 | 08:52 | 10:33 | 13:07 | 03:35 | 03:38 |
 | Dark Seer | 7 | 70.00% | 32.6 | 42.86% | +4.60% | -9.53% | +7.14% | 5.47% | 07:17 | 05:29 | 06:06 | 07:15 | 09:09 | 11:04 | 03:03 | 02:04 |
 | Centaur Warrunner | 2 | 66.67% | 31.5 | 50.00% | +7.14% | 0.00% | 0.00% | 0.00% | 08:01 | 02:08 | 13:53 | 13:53 | 13:53 | 13:53 | 00:00 | 08:18 |
 | Ember Spirit | 17 | 100.00% | 30.3 | 35.29% | -1.87% | -15.29% | +14.71% | 3.86% | 09:29 | 02:46 | 05:55 | 09:53 | 13:41 | 18:36 | 07:46 | 04:23 |
 | Bristleback | 3 | 100.00% | 29.2 | 33.33% | 0.00% | +16.67% | -33.33% | -50.00% | 07:50 | 04:59 | 09:01 | 09:31 | 09:31 | 09:31 | 00:30 | 02:29 |
 | Enchantress | 8 | 72.73% | 28.1 | 37.50% | -6.14% | +29.17% | -37.50% | -15.10% | 09:28 | 04:20 | 06:21 | 09:39 | 10:46 | 22:08 | 04:25 | 05:40 |
 | Void Spirit | 17 | 65.38% | 27.0 | 35.29% | -6.54% | +4.71% | +14.71% | 2.30% | 08:55 | 03:47 | 06:51 | 09:06 | 11:12 | 16:23 | 04:21 | 03:03 |
 | Legion Commander | 6 | 85.71% | 25.8 | 33.33% | +6.41% | +33.34% | -33.33% | -39.61% | 08:34 | 01:42 | 09:57 | 10:06 | 11:38 | 11:38 | 01:41 | 03:46 |
 | Slark | 6 | 85.71% | 24.7 | 33.33% | +4.38% | 0.00% | +66.67% | 8.05% | 07:13 | -01:29 | 07:24 | 08:59 | 15:41 | 15:41 | 08:17 | 06:00 |
 | Sand King | 9 | 81.82% | 23.6 | 33.33% | -9.31% | 0.00% | -33.33% | -5.43% | 05:58 | 01:42 | 02:06 | 06:41 | 08:14 | 16:12 | 06:08 | 04:33 |
 | Ursa | 8 | 61.54% | 22.5 | 37.50% | +7.70% | -4.17% | -37.50% | -1.84% | 09:08 | 01:31 | 03:00 | 04:46 | 21:07 | 21:43 | 18:07 | 08:41 |
 | Rubick | 14 | 53.85% | 21.3 | 35.71% | +2.73% | -15.71% | -35.71% | -1.78% | 12:38 | 05:19 | 08:43 | 11:00 | 19:56 | 31:25 | 11:13 | 07:44 |
 | Anti-Mage | 2 | 40.00% | 20.2 | 50.00% | +29.03% | 0.00% | 0.00% | 0.00% | 14:46 | 07:51 | 21:41 | 21:41 | 21:41 | 21:41 | 00:00 | 09:46 |
 | Lina | 5 | 41.67% | 19.1 | 40.00% | -12.54% | -40.00% | +60.00% | 9.79% | 09:25 | 01:44 | 04:31 | 13:49 | 14:44 | 14:44 | 10:13 | 05:53 |
 | Riki | 6 | 54.55% | 18.0 | 33.33% | -3.63% | 0.00% | -33.33% | 0.00% | 07:33 | 00:59 | 04:32 | 06:06 | 18:13 | 18:13 | 13:41 | 06:20 |
 | Outworld Destroyer | 8 | 80.00% | 16.9 | 25.00% | -9.04% | -25.00% | -25.00% | 0.00% | 09:54 | 01:43 | 08:22 | 09:59 | 13:07 | 22:17 | 04:45 | 06:09 |
 | Morphling | 3 | 60.00% | 15.7 | 33.33% | -6.67% | +16.67% | -33.33% | 0.00% | 09:56 | 08:27 | 10:21 | 10:59 | 10:59 | 10:59 | 00:38 | 01:19 |
 | Phantom Lancer | 7 | 58.33% | 14.6 | 28.57% | -12.61% | -28.57% | +71.43% | 11.90% | 06:07 | -01:29 | 03:27 | 03:45 | 11:51 | 18:20 | 08:24 | 06:40 |
 | Winter Wyvern | 5 | 83.33% | 13.5 | 20.00% | -6.83% | +30.00% | -20.00% | -9.71% | 10:30 | 08:08 | 08:29 | 13:30 | 13:38 | 13:38 | 05:09 | 02:48 |
 | Storm Spirit | 5 | 55.56% | 12.4 | 20.00% | -11.25% | -20.00% | -20.00% | 0.00% | 08:41 | 01:39 | 03:10 | 14:37 | 17:31 | 17:31 | 14:21 | 07:02 |
 | Lifestealer | 1 | 100.00% | 11.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 00:00 | 00:00 |
 | Bloodseeker | 2 | 33.33% | 10.1 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 03:24 | 02:34 | 04:13 | 04:13 | 04:13 | 04:13 | 00:00 | 01:10 |
 | Terrorblade | 4 | 22.22% | 9.0 | 0.00% | -58.45% | 0.00% | 0.00% | 0.00% | 12:07 | 07:34 | 12:12 | 13:52 | 14:48 | 14:48 | 02:36 | 03:12 |
 | Pugna | 1 | 33.33% | 7.9 | 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 |
 | Jakiro | 1 | 50.00% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:54 | 14:54 | 14:54 | 14:54 | 14:54 | 14:54 | 00:00 | 00:00 |
 | Brewmaster | 1 | 100.00% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:20 | 02:20 | 02:20 | 02:20 | 02:20 | 02:20 | 00:00 | 00:00 |
 | Doom | 1 | 100.00% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:46 | 03:46 | 03:46 | 03:46 | 03:46 | 03:46 | 00:00 | 00:00 |
 | Lich | 1 | 100.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Visage | 2 | 100.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:15 | 13:54 | 16:35 | 16:35 | 16:35 | 16:35 | 00:00 | 01:53 |
 | Skywrath Mage | 1 | 33.33% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:48 | 01:48 | 01:48 | 01:48 | 01:48 | 01:48 | 00:00 | 00:00 |