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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 | |
 | Medallion of Courage | 1709 | 4.87% | 49.6 | 55.18% | +6.08% | +1.73% | +1.26% | -0.05% | 18:45 | 03:38 | 13:10 | 17:18 | 23:24 | 56:39 | 07:34 |
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 | |
 | Lich | 38 | 15.38% | 100.0 | 86.84% | +37.56% | +13.16% | +2.05% | -1.14% | 24:57 | 12:52 | 18:42 | 21:31 | 28:27 | 53:37 | 09:45 | 07:13 |
 | Abaddon | 8 | 6.45% | 98.6 | 87.50% | +40.95% | -37.50% | +12.50% | 6.48% | 20:20 | 14:55 | 16:09 | 16:56 | 23:52 | 27:25 | 07:43 | 05:42 |
 | Clinkz | 79 | 82.29% | 97.2 | 55.70% | -9.01% | -5.70% | +4.30% | 3.16% | 09:26 | 04:34 | 07:44 | 09:08 | 10:54 | 19:12 | 03:10 | 02:20 |
 | Techies | 184 | 28.79% | 95.8 | 57.61% | +9.04% | +3.26% | +3.26% | 0.00% | 19:02 | 07:24 | 14:39 | 17:25 | 22:07 | 46:54 | 07:28 | 05:31 |
 | Chen | 42 | 41.18% | 94.4 | 59.52% | +4.52% | +13.21% | -29.52% | -5.59% | 11:55 | 04:16 | 07:13 | 08:47 | 14:52 | 36:00 | 07:39 | 05:40 |
 | Silencer | 81 | 14.54% | 93.1 | 59.26% | +10.31% | -14.26% | -9.26% | 0.47% | 23:01 | 10:04 | 15:59 | 21:19 | 26:37 | 56:39 | 10:38 | 07:52 |
 | Mirana | 99 | 14.06% | 91.7 | 57.58% | +3.37% | +10.42% | -17.58% | -2.52% | 22:31 | 06:30 | 16:36 | 22:14 | 27:42 | 44:45 | 11:06 | 08:13 |
 | Venomancer | 51 | 30.91% | 90.3 | 56.86% | +7.74% | -18.40% | +20.06% | 6.22% | 17:04 | 08:19 | 13:08 | 15:43 | 19:19 | 33:25 | 06:11 | 04:34 |
 | Treant Protector | 47 | 7.73% | 88.9 | 61.70% | +8.94% | +21.63% | +4.97% | -1.62% | 23:02 | 07:48 | 17:06 | 21:45 | 27:23 | 45:57 | 10:17 | 07:37 |
 | Undying | 97 | 14.48% | 87.5 | 55.67% | +10.47% | -5.67% | +11.00% | 1.75% | 20:40 | 11:08 | 15:09 | 18:52 | 24:39 | 39:55 | 09:30 | 07:02 |
 | Io | 18 | 11.32% | 86.1 | 66.67% | +12.77% | +13.33% | -16.67% | -2.72% | 24:54 | 13:40 | 19:03 | 22:56 | 30:04 | 46:33 | 11:01 | 08:09 |
 | Skywrath Mage | 89 | 21.87% | 84.7 | 53.93% | +7.70% | +14.25% | -3.93% | -2.47% | 17:38 | 09:09 | 13:34 | 16:47 | 20:55 | 32:26 | 07:21 | 05:26 |
 | Beastmaster | 23 | 3.15% | 83.3 | 69.57% | +14.55% | +13.76% | +13.76% | 0.00% | 23:53 | 13:37 | 20:06 | 22:53 | 28:32 | 36:46 | 08:26 | 06:14 |
 | Monkey King | 15 | 3.38% | 81.9 | 73.33% | +21.35% | -23.33% | +26.67% | 0.00% | 17:31 | 05:44 | 12:47 | 16:35 | 20:06 | 33:36 | 07:19 | 05:25 |
 | Warlock | 26 | 41.94% | 80.6 | 53.85% | -10.04% | -10.99% | +12.82% | 3.49% | 15:46 | 08:29 | 11:30 | 14:13 | 18:19 | 30:28 | 06:49 | 05:02 |
 | Crystal Maiden | 29 | 6.84% | 79.2 | 62.07% | +13.72% | -33.50% | +23.64% | 5.03% | 26:43 | 16:19 | 20:14 | 25:51 | 31:35 | 40:14 | 11:21 | 08:24 |
 | Visage | 78 | 40.00% | 77.8 | 48.72% | -5.13% | -3.72% | +9.17% | 1.93% | 10:15 | 03:49 | 06:02 | 09:39 | 12:42 | 35:10 | 06:40 | 04:56 |
 | Ancient Apparition | 19 | 20.00% | 76.4 | 57.89% | +3.94% | +2.11% | +2.11% | 0.00% | 24:37 | 13:23 | 17:55 | 24:45 | 29:43 | 37:14 | 11:48 | 08:44 |
 | Nature's Prophet | 40 | 7.02% | 75.0 | 57.50% | +5.42% | -17.50% | +2.50% | 3.06% | 09:39 | 03:38 | 05:56 | 07:26 | 12:28 | 24:53 | 06:32 | 04:50 |
 | Bounty Hunter | 45 | 28.48% | 73.6 | 51.11% | -5.03% | +3.44% | +12.53% | 1.17% | 18:27 | 11:56 | 13:38 | 16:22 | 21:26 | 36:52 | 07:48 | 05:46 |
 | Alchemist | 19 | 7.20% | 72.2 | 63.16% | +10.92% | +16.84% | -3.16% | -4.63% | 13:59 | 09:20 | 10:57 | 11:21 | 15:16 | 25:30 | 04:19 | 03:11 |
 | Vengeful Spirit | 93 | 56.71% | 70.8 | 43.01% | -2.06% | +0.47% | +9.16% | 2.32% | 15:44 | 10:31 | 12:56 | 14:50 | 16:41 | 38:21 | 03:45 | 02:46 |
 | Clockwerk | 36 | 5.43% | 69.4 | 55.56% | +0.70% | +11.11% | -22.23% | -2.35% | 22:22 | 10:18 | 15:17 | 20:21 | 29:28 | 42:59 | 14:11 | 10:30 |
 | Snapfire | 33 | 5.10% | 68.1 | 54.55% | +10.58% | +7.95% | +20.45% | 0.96% | 18:52 | 04:57 | 11:44 | 15:13 | 24:48 | 42:25 | 13:04 | 09:40 |
 | Tidehunter | 6 | 2.01% | 66.7 | 83.33% | +34.18% | -33.33% | +16.67% | 0.00% | 16:03 | 11:07 | 12:12 | 14:49 | 18:09 | 23:10 | 05:57 | 04:24 |
 | Keeper of the Light | 46 | 10.34% | 65.3 | 47.83% | -2.30% | +10.50% | -2.38% | -1.68% | 21:41 | 11:48 | 16:47 | 20:51 | 24:27 | 41:32 | 07:40 | 05:40 |
 | Marci | 20 | 8.06% | 63.9 | 55.00% | +8.95% | +45.00% | -35.00% | -11.19% | 18:27 | 11:06 | 14:40 | 16:34 | 21:49 | 27:19 | 07:09 | 05:17 |
 | Enigma | 25 | 9.23% | 62.5 | 52.00% | -0.03% | -18.67% | -2.00% | 3.10% | 11:29 | 06:00 | 08:53 | 10:26 | 14:16 | 19:53 | 05:23 | 03:59 |
 | Enchantress | 54 | 9.59% | 61.1 | 46.30% | +0.13% | -3.44% | -7.84% | -0.34% | 20:08 | 05:41 | 13:49 | 20:59 | 26:44 | 36:26 | 12:55 | 09:34 |
 | Disruptor | 33 | 4.55% | 59.7 | 51.52% | -2.09% | +10.98% | -1.52% | -1.40% | 22:08 | 13:32 | 17:20 | 22:08 | 26:14 | 35:06 | 08:54 | 06:35 |
 | Underlord | 9 | 2.89% | 58.3 | 66.67% | +12.70% | +33.33% | -16.67% | 0.00% | 26:25 | 19:22 | 22:35 | 24:26 | 29:45 | 33:25 | 07:10 | 05:18 |
 | Elder Titan | 14 | 12.84% | 56.9 | 50.00% | -1.58% | 0.00% | +16.67% | 2.79% | 20:52 | 13:39 | 15:23 | 17:54 | 21:21 | 40:17 | 05:58 | 04:25 |
 | Invoker | 8 | 3.88% | 55.6 | 62.50% | +16.04% | +37.50% | -12.50% | 0.00% | 21:06 | 15:24 | 15:36 | 21:50 | 22:56 | 26:55 | 07:20 | 05:25 |
 | Batrider | 9 | 1.36% | 54.2 | 66.67% | +15.91% | -16.67% | -16.67% | 0.00% | 26:25 | 16:51 | 17:28 | 22:10 | 33:30 | 37:25 | 16:02 | 11:52 |
 | Tusk | 21 | 3.22% | 52.8 | 47.62% | +2.37% | +12.38% | +32.38% | 1.30% | 19:15 | 08:21 | 11:30 | 18:26 | 26:55 | 36:17 | 15:25 | 11:25 |
 | Pugna | 17 | 4.46% | 51.4 | 47.06% | -8.43% | -22.06% | +2.94% | 1.96% | 23:35 | 12:20 | 15:56 | 21:48 | 28:42 | 40:36 | 12:46 | 09:27 |
 | Gyrocopter | 2 | 1.61% | 50.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:29 | 26:05 | 26:05 | 38:52 | 38:52 | 38:52 | 12:47 | 09:28 |
 | Spirit Breaker | 14 | 3.41% | 48.6 | 50.00% | +4.29% | 0.00% | +50.00% | 12.00% | 19:13 | 10:58 | 17:36 | 19:14 | 21:46 | 25:07 | 04:10 | 03:05 |
 | Dawnbreaker | 2 | 0.89% | 47.2 | 100.00% | +53.81% | 0.00% | 0.00% | 0.00% | 24:53 | 20:45 | 20:45 | 29:00 | 29:00 | 29:00 | 08:15 | 06:06 |
 | Weaver | 14 | 19.72% | 45.8 | 35.71% | -16.92% | +14.29% | -2.38% | -2.83% | 11:26 | 05:57 | 07:53 | 10:07 | 13:46 | 24:43 | 05:53 | 04:21 |
 | Broodmother | 2 | 0.56% | 44.4 | 100.00% | +47.32% | 0.00% | 0.00% | 0.00% | 28:55 | 25:02 | 25:02 | 32:47 | 32:47 | 32:47 | 07:45 | 05:44 |
 | Doom | 4 | 0.58% | 43.1 | 75.00% | +25.58% | +25.00% | -75.00% | 0.00% | 16:23 | 06:55 | 06:55 | 16:29 | 19:29 | 22:39 | 12:34 | 09:18 |
 | Phoenix | 8 | 2.20% | 41.7 | 50.00% | +3.52% | 0.00% | 0.00% | 0.00% | 19:20 | 12:28 | 13:21 | 14:46 | 23:30 | 30:42 | 10:09 | 07:31 |
 | Dark Seer | 5 | 1.63% | 40.3 | 60.00% | +8.50% | -60.00% | +40.00% | 0.00% | 18:13 | 11:03 | 11:03 | 19:01 | 22:00 | 23:31 | 10:57 | 08:06 |
 | Bloodseeker | 5 | 1.48% | 38.9 | 60.00% | +14.22% | +40.00% | +40.00% | 0.00% | 19:47 | 08:42 | 08:42 | 17:14 | 19:59 | 36:46 | 11:17 | 08:21 |
 | Rubick | 21 | 1.53% | 37.5 | 38.10% | -8.80% | -18.10% | -18.10% | 0.00% | 24:11 | 13:30 | 16:21 | 23:32 | 29:23 | 47:56 | 13:02 | 09:39 |
 | Ogre Magi | 4 | 8.51% | 36.1 | 50.00% | +3.49% | -50.00% | +50.00% | 0.00% | 16:07 | 13:26 | 13:26 | 14:12 | 14:37 | 22:13 | 01:11 | 00:52 |
 | Witch Doctor | 4 | 6.45% | 34.7 | 50.00% | -5.17% | +50.00% | +50.00% | 0.00% | 25:03 | 15:36 | 15:36 | 22:15 | 30:31 | 31:49 | 14:55 | 11:02 |
 | Omniknight | 1 | 1.92% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 00:00 | 00:00 |
 | Dark Willow | 11 | 4.82% | 31.9 | 36.36% | -13.41% | -3.03% | -36.36% | -3.11% | 18:43 | 09:23 | 13:15 | 16:37 | 23:58 | 29:59 | 10:43 | 07:56 |
 | Windranger | 7 | 2.72% | 30.6 | 42.86% | -5.54% | +7.14% | +7.14% | 0.00% | 16:10 | 11:20 | 13:10 | 16:11 | 17:25 | 23:32 | 04:15 | 03:08 |
 | Death Prophet | 3 | 0.54% | 29.2 | 66.67% | +17.66% | +33.33% | 0.00% | 0.00% | 29:12 | 21:15 | 21:15 | 26:43 | 39:38 | 39:38 | 18:23 | 13:37 |
 | Oracle | 4 | 2.65% | 27.8 | 50.00% | -7.82% | -50.00% | +50.00% | 0.00% | 20:08 | 15:15 | 15:15 | 17:17 | 23:32 | 24:27 | 08:17 | 06:08 |
 | Grimstroke | 1 | 0.85% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:47 | 11:47 | 11:47 | 11:47 | 11:47 | 11:47 | 00:00 | 00:00 |
 | Shadow Demon | 8 | 2.69% | 25.0 | 37.50% | -12.67% | +12.50% | -37.50% | -10.53% | 22:24 | 12:57 | 17:11 | 18:42 | 21:56 | 44:49 | 04:45 | 03:31 |
 | Kunkka | 1 | 0.52% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 00:00 | 00:00 |
 | Jakiro | 5 | 3.68% | 22.2 | 40.00% | -3.51% | -40.00% | +60.00% | 0.00% | 18:18 | 14:33 | 14:33 | 16:26 | 18:39 | 27:06 | 04:06 | 03:02 |
 | Mars | 1 | 0.36% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:13 | 10:13 | 10:13 | 10:13 | 10:13 | 10:13 | 00:00 | 00:00 |
 | Void Spirit | 1 | 0.24% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |
 | Hoodwink | 5 | 1.78% | 18.1 | 40.00% | +0.87% | +60.00% | -40.00% | 0.00% | 17:34 | 15:30 | 15:30 | 17:30 | 17:33 | 21:02 | 02:03 | 01:31 |
 | Dazzle | 3 | 6.52% | 16.7 | 33.33% | -17.83% | -33.33% | 0.00% | 0.00% | 17:58 | 12:09 | 12:09 | 15:57 | 25:49 | 25:49 | 13:40 | 10:07 |
 | Lion | 2 | 1.40% | 15.3 | 50.00% | -3.19% | -50.00% | 0.00% | 0.00% | 14:18 | 13:59 | 13:59 | 14:36 | 14:36 | 14:36 | 00:37 | 00:27 |
 | Lycan | 2 | 0.87% | 13.9 | 50.00% | -0.44% | +50.00% | 0.00% | 0.00% | 18:24 | 17:41 | 17:41 | 19:07 | 19:07 | 19:07 | 01:26 | 01:03 |
 | Legion Commander | 3 | 1.47% | 12.5 | 33.33% | -11.45% | -33.33% | 0.00% | 0.00% | 26:33 | 17:26 | 17:26 | 30:14 | 31:58 | 31:58 | 14:32 | 10:45 |
 | Magnus | 3 | 0.81% | 11.1 | 33.33% | -14.08% | -33.33% | 0.00% | 0.00% | 21:49 | 17:35 | 17:35 | 17:35 | 30:17 | 30:17 | 12:42 | 09:24 |
 | Medusa | 4 | 1.20% | 9.7 | 25.00% | -30.49% | -25.00% | -25.00% | 0.00% | 18:49 | 16:31 | 16:31 | 17:07 | 17:26 | 24:13 | 00:55 | 00:40 |
 | Sven | 1 | 0.42% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |
 | Nyx Assassin | 3 | 3.90% | 6.9 | 0.00% | -41.89% | 0.00% | 0.00% | 0.00% | 20:38 | 17:56 | 17:56 | 21:22 | 22:37 | 22:37 | 04:41 | 03:28 |
 | Anti-Mage | 1 | 0.76% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 00:00 | 00:00 |
 | Primal Beast | 1 | 0.21% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 0.50% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 00:00 | 00:00 |
 | Bane | 1 | 2.38% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |