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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 | |
 | Drum of Endurance | 1237 | 3.65% | 90.9 | 63.14% | +13.88% | -1.33% | +6.76% | 0.00% | 21:36 | 07:23 | 16:41 | 20:00 | 24:56 | 60:02 | 06:06 |
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 | |
 | Abaddon | 47 | 21.17% | 100.0 | 74.47% | +20.18% | -7.80% | +0.53% | 0.97% | 26:15 | 12:52 | 20:34 | 25:28 | 29:07 | 44:42 | 08:33 | 06:20 |
 | Elder Titan | 14 | 25.93% | 98.7 | 78.57% | +43.57% | -3.57% | +21.43% | 5.00% | 20:42 | 14:27 | 15:35 | 18:57 | 20:35 | 37:17 | 05:00 | 03:42 |
 | Viper | 22 | 7.51% | 97.4 | 81.82% | +36.80% | -15.15% | +18.18% | 5.88% | 21:03 | 09:54 | 18:06 | 19:42 | 23:46 | 35:50 | 05:40 | 04:11 |
 | Crystal Maiden | 50 | 28.57% | 96.1 | 70.00% | +31.60% | -0.77% | +13.33% | 2.98% | 23:08 | 14:35 | 18:44 | 20:35 | 23:28 | 55:55 | 04:44 | 03:30 |
 | Visage | 177 | 66.79% | 94.7 | 63.28% | +16.69% | +4.90% | -1.92% | -0.94% | 18:32 | 07:50 | 14:06 | 18:11 | 21:23 | 53:22 | 07:17 | 05:23 |
 | Beastmaster | 92 | 20.49% | 93.4 | 67.39% | +12.21% | -2.17% | -2.17% | 0.00% | 22:11 | 08:30 | 19:08 | 21:23 | 24:59 | 34:20 | 05:51 | 04:20 |
 | Mirana | 29 | 6.97% | 92.1 | 75.86% | +19.79% | +9.85% | -18.72% | -3.00% | 25:07 | 13:20 | 19:16 | 24:07 | 28:47 | 46:28 | 09:31 | 07:02 |
 | Enchantress | 78 | 17.45% | 90.8 | 65.38% | +17.14% | -5.38% | -7.49% | -0.20% | 21:14 | 10:00 | 14:49 | 18:06 | 25:36 | 43:33 | 10:47 | 07:59 |
 | Snapfire | 42 | 5.22% | 89.5 | 71.43% | +27.52% | +1.30% | +18.57% | 2.06% | 21:23 | 12:07 | 16:31 | 19:18 | 24:53 | 43:09 | 08:22 | 06:11 |
 | Silencer | 18 | 13.74% | 88.2 | 72.22% | +35.94% | -12.22% | +2.78% | 1.80% | 26:48 | 13:02 | 22:44 | 26:09 | 31:03 | 39:55 | 08:19 | 06:09 |
 | Lycan | 87 | 56.86% | 86.8 | 57.47% | +5.95% | +19.80% | -2.92% | -8.21% | 20:04 | 14:13 | 17:59 | 19:20 | 20:45 | 41:18 | 02:46 | 02:02 |
 | Keeper of the Light | 25 | 6.67% | 85.5 | 72.00% | +21.43% | +28.00% | -22.00% | -5.38% | 20:47 | 09:31 | 13:32 | 17:36 | 22:50 | 42:30 | 09:18 | 06:53 |
 | Jakiro | 8 | 3.74% | 84.2 | 87.50% | +38.96% | +12.50% | +12.50% | 0.00% | 24:55 | 17:30 | 20:13 | 20:26 | 23:54 | 45:39 | 03:41 | 02:43 |
 | Omniknight | 11 | 12.94% | 82.9 | 72.73% | +30.84% | +27.27% | -72.73% | -31.58% | 24:39 | 15:49 | 19:49 | 22:12 | 22:59 | 47:58 | 03:10 | 02:20 |
 | Pugna | 21 | 9.25% | 81.6 | 66.67% | +22.01% | +13.33% | +13.33% | 0.00% | 22:20 | 13:01 | 18:46 | 20:45 | 23:08 | 56:59 | 04:22 | 03:14 |
 | Ogre Magi | 15 | 4.73% | 80.3 | 73.33% | +27.63% | +1.67% | +26.67% | 2.82% | 28:23 | 20:59 | 22:05 | 27:08 | 30:56 | 45:36 | 08:51 | 06:33 |
 | Clockwerk | 59 | 12.80% | 78.9 | 57.63% | +9.37% | +9.04% | +9.04% | 0.00% | 20:36 | 14:23 | 17:01 | 19:14 | 22:08 | 60:02 | 05:07 | 03:47 |
 | Treant Protector | 12 | 4.33% | 77.6 | 75.00% | +20.28% | +25.00% | -8.33% | 0.00% | 22:56 | 12:21 | 17:22 | 22:40 | 24:56 | 39:14 | 07:34 | 05:36 |
 | Chen | 31 | 16.32% | 76.3 | 58.06% | -1.06% | -20.56% | -8.06% | 0.68% | 30:55 | 12:57 | 21:01 | 28:43 | 39:31 | 57:22 | 18:30 | 13:42 |
 | Tusk | 33 | 8.31% | 75.0 | 60.61% | +10.88% | -23.11% | +14.39% | 5.41% | 19:40 | 12:16 | 15:05 | 17:52 | 22:01 | 39:00 | 06:56 | 05:08 |
 | Undying | 28 | 8.26% | 73.7 | 60.71% | +11.51% | -3.57% | -3.57% | 0.00% | 26:18 | 10:54 | 18:41 | 22:11 | 31:12 | 50:52 | 12:31 | 09:16 |
 | Batrider | 47 | 15.26% | 72.4 | 51.06% | +3.93% | +7.27% | -1.06% | -4.27% | 11:54 | 07:23 | 09:53 | 10:39 | 11:50 | 31:49 | 01:57 | 01:26 |
 | Hoodwink | 11 | 2.42% | 71.1 | 72.73% | +27.36% | -6.06% | -6.06% | 0.00% | 29:34 | 14:25 | 20:26 | 26:48 | 35:04 | 50:05 | 14:38 | 10:50 |
 | Venomancer | 7 | 7.00% | 69.7 | 71.43% | +20.89% | -21.43% | -21.43% | 0.00% | 19:51 | 14:46 | 15:00 | 21:24 | 22:10 | 24:19 | 07:10 | 05:18 |
 | Weaver | 22 | 4.04% | 68.4 | 59.09% | +9.19% | +40.91% | +0.91% | -7.92% | 19:19 | 10:26 | 15:56 | 18:27 | 20:59 | 33:30 | 05:03 | 03:44 |
 | Bane | 9 | 1.16% | 67.1 | 77.78% | +22.95% | -77.78% | +22.22% | 17.60% | 28:57 | 19:06 | 23:17 | 25:10 | 28:58 | 48:55 | 05:41 | 04:12 |
 | Earth Spirit | 3 | 1.46% | 65.8 | 100.00% | +46.31% | 0.00% | 0.00% | 0.00% | 22:39 | 15:54 | 15:54 | 23:26 | 28:36 | 28:36 | 12:42 | 09:24 |
 | Marci | 18 | 3.26% | 64.5 | 55.56% | +4.25% | +24.44% | -5.56% | -4.52% | 21:57 | 13:57 | 17:58 | 21:44 | 24:36 | 33:42 | 06:38 | 04:54 |
 | Nature's Prophet | 15 | 7.18% | 63.2 | 53.33% | +5.91% | -3.33% | +21.67% | 1.47% | 21:39 | 08:59 | 10:24 | 18:10 | 27:24 | 45:39 | 17:00 | 12:35 |
 | Sven | 4 | 3.92% | 61.8 | 75.00% | +19.90% | -75.00% | +25.00% | 0.00% | 24:28 | 17:41 | 17:41 | 20:04 | 23:39 | 36:27 | 05:58 | 04:25 |
 | Spirit Breaker | 17 | 6.34% | 60.5 | 47.06% | +3.24% | -22.06% | -47.06% | -2.40% | 21:06 | 12:05 | 14:05 | 19:33 | 24:29 | 36:04 | 10:24 | 07:42 |
 | Death Prophet | 27 | 3.92% | 59.2 | 44.44% | -6.32% | +26.99% | +26.99% | 0.00% | 20:24 | 15:08 | 16:13 | 19:13 | 22:27 | 33:34 | 06:14 | 04:37 |
 | Alchemist | 4 | 2.80% | 57.9 | 75.00% | +34.71% | -75.00% | +25.00% | 0.00% | 25:49 | 17:41 | 17:41 | 18:50 | 23:00 | 43:43 | 05:19 | 03:56 |
 | Broodmother | 2 | 1.79% | 56.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 12:02 | 11:51 | 11:51 | 12:13 | 12:13 | 12:13 | 00:22 | 00:16 |
 | Gyrocopter | 9 | 4.19% | 55.3 | 55.56% | +14.78% | -5.56% | -55.56% | 0.00% | 26:50 | 17:44 | 18:38 | 24:09 | 27:23 | 45:48 | 08:45 | 06:28 |
 | Dazzle | 4 | 2.38% | 53.9 | 75.00% | +26.83% | +25.00% | +25.00% | 0.00% | 22:36 | 21:31 | 21:31 | 21:32 | 22:19 | 25:02 | 00:48 | 00:35 |
 | Warlock | 7 | 4.93% | 52.6 | 57.14% | +7.51% | -7.14% | -7.14% | 0.00% | 31:49 | 18:53 | 19:42 | 27:24 | 28:06 | 59:22 | 08:24 | 06:13 |
 | Grimstroke | 6 | 1.09% | 51.3 | 66.67% | +23.50% | -16.67% | -66.67% | 0.00% | 27:31 | 14:34 | 22:43 | 25:32 | 30:30 | 41:59 | 07:47 | 05:45 |
 | Dawnbreaker | 9 | 2.00% | 50.0 | 55.56% | +11.12% | -5.56% | +44.44% | 0.00% | 25:19 | 15:01 | 16:08 | 25:44 | 27:33 | 38:41 | 11:25 | 08:27 |
 | Shadow Demon | 2 | 0.77% | 48.7 | 100.00% | +47.10% | 0.00% | 0.00% | 0.00% | 28:05 | 19:32 | 19:32 | 36:37 | 36:37 | 36:37 | 17:05 | 12:39 |
 | Bloodseeker | 2 | 0.75% | 47.4 | 100.00% | +47.15% | 0.00% | 0.00% | 0.00% | 14:22 | 09:05 | 09:05 | 19:39 | 19:39 | 19:39 | 10:34 | 07:49 |
 | Tidehunter | 2 | 0.61% | 46.1 | 100.00% | +54.32% | 0.00% | 0.00% | 0.00% | 23:52 | 19:16 | 19:16 | 28:27 | 28:27 | 28:27 | 09:11 | 06:48 |
 | Lich | 9 | 8.18% | 44.7 | 44.44% | +3.85% | +55.56% | +5.56% | -2.95% | 30:45 | 19:07 | 19:24 | 24:17 | 36:20 | 56:29 | 16:56 | 12:32 |
 | Invoker | 14 | 4.29% | 43.4 | 42.86% | -1.69% | -17.86% | -9.53% | 1.58% | 16:11 | 09:29 | 12:42 | 17:04 | 17:58 | 25:43 | 05:16 | 03:54 |
 | Monkey King | 4 | 0.74% | 42.1 | 75.00% | +26.12% | -75.00% | +25.00% | 0.00% | 17:03 | 12:48 | 12:48 | 16:24 | 17:45 | 21:13 | 04:57 | 03:40 |
 | Razor | 7 | 1.36% | 40.8 | 57.14% | +8.62% | +42.86% | -57.14% | 0.00% | 15:42 | 11:00 | 11:51 | 13:11 | 17:23 | 24:58 | 05:32 | 04:05 |
 | Kunkka | 2 | 0.40% | 39.5 | 100.00% | +50.20% | 0.00% | 0.00% | 0.00% | 11:54 | 11:31 | 11:31 | 12:16 | 12:16 | 12:16 | 00:45 | 00:33 |
 | Vengeful Spirit | 6 | 5.77% | 38.2 | 50.00% | -4.08% | -50.00% | +50.00% | 11.81% | 18:29 | 10:05 | 14:09 | 19:19 | 22:37 | 24:29 | 08:28 | 06:16 |
 | Disruptor | 9 | 2.88% | 36.8 | 44.44% | -5.89% | +5.56% | +5.56% | 0.00% | 27:55 | 18:29 | 19:02 | 25:41 | 27:51 | 57:23 | 08:49 | 06:31 |
 | Enigma | 6 | 1.83% | 35.5 | 50.00% | -10.87% | 0.00% | +50.00% | 0.00% | 11:57 | 07:34 | 09:01 | 09:30 | 13:09 | 21:41 | 04:08 | 03:03 |
 | Skywrath Mage | 3 | 1.13% | 34.2 | 66.67% | +18.20% | +33.33% | 0.00% | 0.00% | 24:30 | 17:36 | 17:36 | 23:22 | 32:31 | 32:31 | 14:55 | 11:02 |
 | Naga Siren | 1 | 1.00% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 00:00 | 00:00 |
 | Legion Commander | 1 | 0.70% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 00:00 | 00:00 |
 | Underlord | 1 | 0.61% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 |
 | Dark Willow | 1 | 0.60% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 0.48% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 00:00 | 00:00 |
 | Tiny | 7 | 0.72% | 26.3 | 42.86% | -8.44% | +7.14% | +7.14% | 0.00% | 28:49 | 23:21 | 24:48 | 26:15 | 30:15 | 39:55 | 05:27 | 04:02 |
 | Phoenix | 1 | 0.44% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Luna | 1 | 0.33% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Ember Spirit | 4 | 0.60% | 22.4 | 50.00% | +2.19% | -50.00% | +50.00% | 0.00% | 17:09 | 08:45 | 08:45 | 11:44 | 21:52 | 26:15 | 13:07 | 09:42 |
 | Queen of Pain | 1 | 0.20% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 00:00 | 00:00 |
 | Pangolier | 1 | 0.16% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 00:00 | 00:00 |
 | Bounty Hunter | 5 | 35.71% | 18.4 | 20.00% | -2.22% | -20.00% | -20.00% | 0.00% | 16:02 | 13:32 | 13:32 | 15:55 | 16:43 | 19:28 | 03:11 | 02:21 |
 | Doom | 6 | 1.89% | 17.1 | 33.33% | -16.03% | +16.67% | -33.33% | 0.00% | 13:42 | 11:15 | 11:17 | 12:27 | 16:16 | 16:47 | 04:59 | 03:41 |
 | Ancient Apparition | 2 | 2.47% | 15.8 | 50.00% | +1.90% | -50.00% | 0.00% | 0.00% | 19:20 | 14:40 | 14:40 | 24:00 | 24:00 | 24:00 | 09:20 | 06:54 |
 | Necrophos | 2 | 1.43% | 14.5 | 50.00% | -5.80% | +50.00% | 0.00% | 0.00% | 11:12 | 09:03 | 09:03 | 13:20 | 13:20 | 13:20 | 04:17 | 03:10 |
 | Night Stalker | 2 | 1.16% | 13.2 | 50.00% | +6.14% | +50.00% | 0.00% | 0.00% | 13:16 | 10:55 | 10:55 | 15:36 | 15:36 | 15:36 | 04:41 | 03:28 |
 | Witch Doctor | 3 | 4.41% | 11.8 | 33.33% | -18.98% | -33.33% | 0.00% | 0.00% | 23:26 | 21:31 | 21:31 | 21:58 | 26:50 | 26:50 | 05:19 | 03:56 |
 | Nyx Assassin | 3 | 0.94% | 10.5 | 33.33% | -21.10% | -33.33% | 0.00% | 0.00% | 26:23 | 12:47 | 12:47 | 18:39 | 47:44 | 47:44 | 34:57 | 25:53 |
 | Winter Wyvern | 1 | 0.33% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 00:00 | 00:00 |
 | Terrorblade | 1 | 0.24% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 00:00 | 00:00 |
 | Sand King | 1 | 0.25% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 00:00 | 00:00 |
 | Io | 1 | 0.23% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.22% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 00:00 | 00:00 |
 | Primal Beast | 2 | 1.33% | 2.6 | 0.00% | -51.35% | 0.00% | 0.00% | 0.00% | 52:54 | 52:24 | 52:24 | 53:24 | 53:24 | 53:24 | 01:00 | 00:44 |
 | Windranger | 1 | 0.69% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 00:00 | 00:00 |