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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 | 802 | 9.50% | 62.2 | 55.24% | +7.20% | +0.98% | +0.26% | -0.08% | 18:47 | 03:51 | 13:34 | 17:18 | 22:45 | 56:39 | 06:48 |
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 | 29 | 21.80% | 100.0 | 82.76% | +36.61% | +17.24% | +2.95% | -1.61% | 24:24 | 12:52 | 18:42 | 20:57 | 27:35 | 53:37 | 08:53 | 06:34 |
 | Abaddon | 4 | 10.81% | 98.2 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 20:47 | 14:55 | 14:55 | 16:56 | 23:52 | 27:25 | 08:57 | 06:37 |
 | Beastmaster | 10 | 4.52% | 96.4 | 90.00% | +28.86% | +10.00% | -40.00% | 0.00% | 25:31 | 13:37 | 20:21 | 28:32 | 30:05 | 36:46 | 09:44 | 07:12 |
 | Chen | 14 | 66.67% | 94.6 | 64.29% | -21.42% | -14.29% | +2.38% | 5.32% | 08:54 | 04:58 | 06:37 | 07:09 | 09:45 | 17:21 | 03:08 | 02:19 |
 | Mirana | 54 | 38.57% | 92.9 | 61.11% | +15.76% | +17.46% | -7.26% | -2.33% | 21:32 | 06:30 | 16:36 | 21:14 | 27:13 | 43:21 | 10:37 | 07:51 |
 | Clinkz | 69 | 100.00% | 91.1 | 55.07% | +55.07% | -8.01% | -2.13% | 2.28% | 09:41 | 04:34 | 08:26 | 09:34 | 11:01 | 19:12 | 02:35 | 01:54 |
 | Techies | 138 | 34.07% | 89.3 | 57.97% | +4.41% | +4.89% | +6.74% | 0.26% | 19:15 | 09:40 | 14:52 | 17:25 | 21:56 | 46:54 | 07:04 | 05:14 |
 | Silencer | 51 | 26.29% | 87.5 | 60.78% | +15.33% | -14.63% | -14.63% | 0.00% | 22:31 | 10:04 | 15:46 | 20:20 | 25:41 | 56:39 | 09:55 | 07:20 |
 | Venomancer | 38 | 36.19% | 85.7 | 57.89% | +11.62% | -7.89% | +19.89% | 4.59% | 16:45 | 08:19 | 13:28 | 15:45 | 19:31 | 33:25 | 06:03 | 04:28 |
 | Crystal Maiden | 13 | 13.98% | 83.9 | 69.23% | +25.48% | -2.56% | +30.77% | 3.53% | 26:08 | 19:13 | 19:58 | 25:51 | 29:24 | 39:41 | 09:26 | 06:59 |
 | Clockwerk | 12 | 17.39% | 82.1 | 66.67% | +12.28% | +33.33% | -33.34% | -9.32% | 19:46 | 10:18 | 14:40 | 17:33 | 21:49 | 32:43 | 07:09 | 05:17 |
 | Disruptor | 13 | 10.92% | 80.4 | 69.23% | +21.12% | +30.77% | -2.56% | 0.00% | 20:24 | 13:41 | 15:45 | 17:32 | 23:08 | 32:40 | 07:23 | 05:28 |
 | Visage | 33 | 78.57% | 78.6 | 48.48% | +4.04% | +26.52% | -10.98% | -14.71% | 12:12 | 03:51 | 10:48 | 12:06 | 13:21 | 20:48 | 02:33 | 01:53 |
 | Undying | 43 | 28.10% | 76.8 | 53.49% | +18.94% | -8.04% | +10.15% | 2.31% | 20:07 | 12:08 | 15:09 | 18:34 | 23:01 | 39:55 | 07:52 | 05:49 |
 | Skywrath Mage | 59 | 39.60% | 75.0 | 49.15% | +8.04% | +10.85% | +4.18% | -1.16% | 17:22 | 09:09 | 13:41 | 16:47 | 19:26 | 32:26 | 05:45 | 04:15 |
 | Vengeful Spirit | 14 | 46.67% | 73.2 | 50.00% | 0.00% | 0.00% | -16.67% | -3.64% | 16:15 | 10:31 | 12:42 | 14:09 | 17:17 | 38:21 | 04:35 | 03:23 |
 | Bounty Hunter | 32 | 44.44% | 71.4 | 43.75% | -17.23% | +6.25% | +31.25% | 3.90% | 17:55 | 12:05 | 13:38 | 15:56 | 20:03 | 36:52 | 06:25 | 04:45 |
 | Elder Titan | 3 | 23.08% | 69.6 | 66.67% | +16.67% | +33.33% | 0.00% | -1.31% | 25:09 | 14:48 | 14:48 | 20:21 | 40:17 | 40:17 | 25:29 | 18:52 |
 | Batrider | 9 | 3.27% | 67.9 | 66.67% | +18.93% | -16.67% | -16.67% | 0.00% | 26:25 | 16:51 | 17:28 | 22:10 | 33:30 | 37:25 | 16:02 | 11:52 |
 | Io | 1 | 10.00% | 66.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |
 | Ancient Apparition | 4 | 25.00% | 64.3 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 25:56 | 22:43 | 22:43 | 24:45 | 26:22 | 29:53 | 03:39 | 02:42 |
 | Pugna | 13 | 6.10% | 62.5 | 46.15% | -7.35% | -46.15% | -12.82% | 2.75% | 22:16 | 12:20 | 15:56 | 20:09 | 28:04 | 36:37 | 12:08 | 08:59 |
 | Keeper of the Light | 26 | 18.31% | 60.7 | 34.62% | -23.14% | +22.52% | -1.29% | -3.44% | 21:11 | 11:48 | 16:47 | 21:09 | 23:42 | 35:38 | 06:55 | 05:07 |
 | Marci | 1 | 7.14% | 58.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 00:00 | 00:00 |
 | Alchemist | 5 | 5.38% | 57.1 | 60.00% | +11.14% | +40.00% | -60.00% | 0.00% | 13:47 | 09:26 | 09:26 | 12:41 | 15:16 | 20:53 | 05:50 | 04:19 |
 | Spirit Breaker | 10 | 3.89% | 55.4 | 50.00% | +3.85% | +16.67% | +50.00% | 4.56% | 18:46 | 10:58 | 14:27 | 19:14 | 21:46 | 25:07 | 07:19 | 05:25 |
 | Enchantress | 23 | 15.75% | 53.6 | 34.78% | -13.19% | -18.11% | -18.11% | 0.00% | 21:54 | 07:53 | 16:41 | 22:43 | 26:44 | 36:26 | 10:03 | 07:26 |
 | Kunkka | 1 | 5.26% | 51.8 | 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 |
 | Witch Doctor | 4 | 15.38% | 50.0 | 50.00% | -18.18% | +50.00% | +50.00% | 0.00% | 25:03 | 15:36 | 15:36 | 22:15 | 30:31 | 31:49 | 14:55 | 11:02 |
 | Windranger | 5 | 2.63% | 48.2 | 60.00% | +10.81% | +40.00% | +40.00% | 0.00% | 16:20 | 11:20 | 11:20 | 16:11 | 17:25 | 23:32 | 06:05 | 04:30 |
 | Shadow Demon | 6 | 4.55% | 46.4 | 50.00% | -3.17% | 0.00% | -50.00% | 0.00% | 18:44 | 12:57 | 17:11 | 17:34 | 20:02 | 25:57 | 02:51 | 02:06 |
 | Rubick | 13 | 5.96% | 44.6 | 38.46% | -4.47% | -5.13% | -5.13% | 0.00% | 23:57 | 13:30 | 15:44 | 23:32 | 29:23 | 47:56 | 13:39 | 10:06 |
 | Monkey King | 3 | 2.80% | 42.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 17:21 | 09:45 | 09:45 | 12:47 | 29:32 | 29:32 | 19:47 | 14:39 |
 | Bloodseeker | 3 | 2.17% | 41.1 | 66.67% | +23.71% | +33.33% | 0.00% | 0.00% | 14:04 | 08:42 | 08:42 | 16:15 | 17:14 | 17:14 | 08:32 | 06:19 |
 | Jakiro | 2 | 20.00% | 39.3 | 50.00% | +37.50% | +50.00% | 0.00% | 0.00% | 15:36 | 14:45 | 14:45 | 16:26 | 16:26 | 16:26 | 01:41 | 01:14 |
 | Enigma | 5 | 13.16% | 37.5 | 40.00% | -5.45% | +60.00% | -40.00% | 0.00% | 13:54 | 08:55 | 08:55 | 14:20 | 16:23 | 17:47 | 07:28 | 05:31 |
 | Mars | 1 | 1.85% | 35.7 | 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 |
 | Oracle | 4 | 4.04% | 33.9 | 50.00% | -4.74% | -50.00% | +50.00% | 0.00% | 20:08 | 15:15 | 15:15 | 17:17 | 23:32 | 24:27 | 08:17 | 06:08 |
 | Tidehunter | 1 | 1.39% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 00:00 | 00:00 |
 | Tusk | 2 | 14.29% | 30.4 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 25:56 | 20:45 | 20:45 | 31:07 | 31:07 | 31:07 | 10:22 | 07:40 |
 | Dark Willow | 5 | 8.47% | 28.6 | 40.00% | -4.44% | -40.00% | -40.00% | 0.00% | 18:56 | 13:15 | 13:15 | 17:56 | 23:58 | 26:12 | 10:43 | 07:56 |
 | Underlord | 1 | 0.93% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 33:25 | 00:00 | 00:00 |
 | Doom | 1 | 0.47% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 00:00 | 00:00 |
 | Void Spirit | 1 | 0.34% | 23.2 | 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 |
 | Snapfire | 8 | 11.76% | 21.4 | 25.00% | -15.00% | -25.00% | +25.00% | 4.63% | 22:42 | 11:44 | 14:00 | 15:51 | 24:48 | 42:25 | 10:48 | 08:00 |
 | Phoenix | 2 | 4.35% | 19.6 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 22:14 | 14:07 | 14:07 | 30:20 | 30:20 | 30:20 | 16:13 | 12:00 |
 | Medusa | 3 | 1.55% | 17.9 | 33.33% | -22.46% | -33.33% | 0.00% | 0.00% | 19:35 | 17:07 | 17:07 | 17:26 | 24:13 | 24:13 | 07:06 | 05:15 |
 | Weaver | 2 | 28.57% | 16.1 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 14:23 | 12:41 | 12:41 | 16:05 | 16:05 | 16:05 | 03:24 | 02:31 |
 | Earth Spirit | 1 | 2.94% | 14.3 | 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 |
 | Anti-Mage | 1 | 3.57% | 12.5 | 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 |
 | Hoodwink | 1 | 25.00% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 00:00 | 00:00 |
 | Legion Commander | 1 | 1.85% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 5.56% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:56 | 17:56 | 17:56 | 17:56 | 17:56 | 17:56 | 00:00 | 00:00 |
 | Dark Seer | 1 | 1.03% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 12.50% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:12 | 14:12 | 14:12 | 14:12 | 14:12 | 14:12 | 00:00 | 00:00 |
 | Bane | 1 | 10.00% | 1.8 | 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 |