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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 | |
 | Force Staff | 863 | 9.49% | 76.3 | 56.66% | +9.32% | +0.75% | -2.96% | -0.36% | 28:02 | 12:14 | 22:26 | 27:37 | 32:41 | 59:13 | 07:35 |
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 | |
 | Keeper of the Light | 7 | 100.00% | 100.0 | 71.43% | +71.43% | +28.57% | -21.43% | -13.27% | 24:17 | 13:23 | 15:45 | 18:39 | 19:31 | 44:07 | 03:46 | 02:47 |
 | Medusa | 18 | 15.00% | 98.8 | 83.33% | +30.39% | +16.67% | -33.33% | -9.71% | 34:07 | 26:32 | 30:58 | 33:47 | 36:07 | 46:14 | 05:09 | 03:48 |
 | Bane | 39 | 10.16% | 97.5 | 79.49% | +27.32% | +0.51% | +0.51% | 0.00% | 31:37 | 22:45 | 26:34 | 30:53 | 35:07 | 55:58 | 08:33 | 06:20 |
 | Templar Assassin | 41 | 26.45% | 96.3 | 73.17% | +24.92% | +6.83% | -3.17% | -1.25% | 31:08 | 18:05 | 26:55 | 31:11 | 34:54 | 50:26 | 07:59 | 05:54 |
 | Undying | 10 | 22.22% | 95.0 | 80.00% | +40.00% | -13.33% | +20.00% | 4.93% | 30:14 | 24:51 | 26:08 | 30:52 | 32:54 | 35:13 | 06:46 | 05:00 |
 | Windranger | 4 | 9.76% | 93.8 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 22:06 | 16:41 | 16:41 | 17:16 | 21:55 | 32:31 | 05:14 | 03:52 |
 | Drow Ranger | 32 | 59.26% | 92.5 | 62.50% | +39.77% | +12.50% | -12.50% | -2.19% | 25:39 | 14:42 | 20:18 | 23:15 | 31:44 | 42:05 | 11:26 | 08:28 |
 | Disruptor | 22 | 12.87% | 91.3 | 72.73% | +27.76% | +27.27% | -12.73% | -5.56% | 26:05 | 17:08 | 21:46 | 24:24 | 28:58 | 44:01 | 07:12 | 05:20 |
 | Earthshaker | 6 | 17.65% | 90.0 | 83.33% | +22.62% | +16.67% | +16.67% | 0.00% | 28:44 | 19:26 | 21:46 | 22:42 | 40:28 | 43:35 | 18:42 | 13:51 |
 | Witch Doctor | 4 | 36.36% | 88.8 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 27:53 | 20:54 | 20:54 | 22:31 | 31:17 | 36:48 | 10:23 | 07:41 |
 | Lion | 43 | 27.92% | 87.5 | 60.47% | +10.02% | +12.26% | -5.92% | -2.83% | 32:34 | 18:41 | 28:19 | 30:58 | 34:44 | 54:32 | 06:25 | 04:45 |
 | Clockwerk | 28 | 33.73% | 86.3 | 60.71% | +2.53% | +10.72% | -3.57% | -3.04% | 26:54 | 19:07 | 23:34 | 25:05 | 28:16 | 48:08 | 04:42 | 03:28 |
 | Mirana | 18 | 17.65% | 85.0 | 66.67% | +3.57% | -26.67% | +33.33% | 6.51% | 26:57 | 17:41 | 20:04 | 27:30 | 29:17 | 43:13 | 09:13 | 06:49 |
 | Nyx Assassin | 22 | 20.56% | 83.8 | 63.64% | +22.46% | +19.69% | -23.64% | -3.67% | 26:38 | 15:48 | 20:20 | 23:22 | 32:09 | 45:35 | 11:49 | 08:45 |
 | Luna | 26 | 16.88% | 82.5 | 61.54% | +13.88% | -32.97% | +21.79% | 8.26% | 34:01 | 18:26 | 30:17 | 33:41 | 36:55 | 49:19 | 06:38 | 04:54 |
 | Abaddon | 14 | 20.29% | 81.3 | 64.29% | +6.11% | +35.71% | +2.38% | -3.67% | 30:47 | 24:40 | 26:34 | 28:51 | 35:39 | 38:28 | 09:05 | 06:43 |
 | Crystal Maiden | 3 | 50.00% | 80.0 | 66.67% | +66.67% | +33.33% | 0.00% | -1.56% | 30:16 | 22:19 | 22:19 | 24:47 | 43:43 | 43:43 | 21:24 | 15:51 |
 | Outworld Destroyer | 31 | 22.63% | 78.8 | 58.06% | +4.29% | +4.44% | -8.06% | -1.95% | 19:11 | 12:14 | 15:30 | 17:48 | 21:54 | 32:56 | 06:24 | 04:44 |
 | Enchantress | 16 | 41.03% | 77.5 | 56.25% | -4.62% | +18.75% | -6.25% | -3.67% | 26:42 | 16:08 | 21:58 | 24:24 | 28:47 | 48:11 | 06:49 | 05:02 |
 | Viper | 12 | 30.00% | 76.3 | 58.33% | +11.90% | +8.34% | -25.00% | -3.31% | 28:31 | 17:53 | 21:28 | 28:41 | 31:32 | 43:37 | 10:04 | 07:27 |
 | Hoodwink | 17 | 19.77% | 75.0 | 58.82% | +8.10% | +16.18% | -8.82% | -1.75% | 29:24 | 18:02 | 20:31 | 30:45 | 34:49 | 54:28 | 14:18 | 10:35 |
 | Treant Protector | 22 | 19.82% | 73.8 | 54.55% | +7.36% | -21.22% | +25.45% | 4.55% | 29:35 | 20:21 | 23:25 | 30:16 | 33:41 | 42:56 | 10:16 | 07:36 |
 | Terrorblade | 13 | 11.40% | 72.5 | 61.54% | +13.03% | +38.46% | -28.21% | 0.00% | 32:05 | 23:44 | 27:29 | 31:12 | 36:43 | 42:33 | 09:14 | 06:50 |
 | Tusk | 5 | 6.17% | 71.3 | 80.00% | +28.68% | -80.00% | +20.00% | 0.00% | 30:35 | 25:21 | 25:21 | 28:39 | 31:23 | 40:06 | 06:02 | 04:28 |
 | Snapfire | 86 | 28.38% | 70.0 | 44.19% | -2.35% | +1.26% | +3.43% | 0.19% | 26:17 | 14:47 | 20:16 | 25:54 | 31:36 | 46:29 | 11:20 | 08:23 |
 | Weaver | 12 | 4.18% | 68.8 | 66.67% | +15.76% | 0.00% | +33.33% | 5.49% | 24:10 | 15:35 | 19:13 | 22:10 | 25:17 | 42:04 | 06:04 | 04:29 |
 | Ogre Magi | 41 | 23.03% | 67.5 | 46.34% | +3.27% | +23.66% | -6.34% | -3.01% | 29:00 | 18:31 | 23:36 | 27:22 | 33:35 | 47:02 | 09:59 | 07:23 |
 | Grimstroke | 25 | 12.08% | 66.3 | 52.00% | +8.59% | -2.00% | -2.00% | 0.00% | 26:10 | 17:33 | 21:55 | 25:22 | 29:51 | 48:43 | 07:56 | 05:52 |
 | Lina | 7 | 5.60% | 65.0 | 71.43% | +26.51% | -21.43% | +28.57% | 0.00% | 28:03 | 19:34 | 23:11 | 27:05 | 31:47 | 34:28 | 08:36 | 06:22 |
 | Pudge | 1 | 16.67% | 63.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 00:00 | 00:00 |
 | Jakiro | 23 | 33.33% | 62.5 | 43.48% | -8.69% | +6.52% | +6.52% | 0.00% | 25:53 | 15:47 | 20:39 | 24:02 | 28:30 | 49:32 | 07:51 | 05:48 |
 | Ancient Apparition | 9 | 50.00% | 61.3 | 44.44% | +33.33% | -44.44% | +55.56% | 45.11% | 23:48 | 20:54 | 21:31 | 22:28 | 23:44 | 30:27 | 02:13 | 01:38 |
 | Silencer | 16 | 39.02% | 60.0 | 43.75% | +3.75% | +31.25% | -43.75% | -11.94% | 27:35 | 20:05 | 22:08 | 25:59 | 28:25 | 46:08 | 06:17 | 04:39 |
 | Skywrath Mage | 7 | 18.42% | 58.8 | 57.14% | +5.53% | -57.14% | +42.86% | 0.00% | 25:57 | 20:36 | 23:25 | 27:43 | 27:52 | 29:47 | 04:27 | 03:17 |
 | Rubick | 30 | 24.19% | 57.5 | 43.33% | -6.67% | -18.33% | -0.47% | 1.93% | 27:06 | 17:20 | 21:46 | 26:06 | 31:02 | 59:13 | 09:16 | 06:51 |
 | Venomancer | 6 | 35.29% | 56.3 | 50.00% | -13.64% | 0.00% | -50.00% | -10.64% | 19:22 | 12:49 | 16:30 | 16:52 | 21:12 | 30:27 | 04:42 | 03:28 |
 | Dazzle | 1 | 14.29% | 55.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Batrider | 7 | 12.96% | 53.8 | 57.14% | +6.08% | +42.86% | -57.14% | -9.19% | 28:35 | 18:50 | 18:50 | 29:35 | 29:43 | 46:42 | 10:53 | 08:03 |
 | Tidehunter | 16 | 9.09% | 52.5 | 50.00% | -3.13% | -25.00% | 0.00% | 2.02% | 24:12 | 14:10 | 19:02 | 22:21 | 31:23 | 34:30 | 12:21 | 09:08 |
 | Warlock | 2 | 50.00% | 51.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 24:14 | 21:44 | 21:44 | 26:43 | 26:43 | 26:43 | 04:59 | 03:41 |
 | Lich | 1 | 11.11% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 00:00 | 00:00 |
 | Axe | 3 | 13.04% | 48.8 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 27:45 | 25:26 | 25:26 | 27:41 | 30:09 | 30:09 | 04:43 | 03:29 |
 | Necrophos | 1 | 10.00% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 00:00 | 00:00 |
 | Magnus | 9 | 20.93% | 46.3 | 44.44% | -23.21% | -44.44% | -44.44% | 0.00% | 28:04 | 18:54 | 20:23 | 24:23 | 27:35 | 56:25 | 07:12 | 05:20 |
 | Bloodseeker | 5 | 7.69% | 45.0 | 60.00% | +3.33% | +40.00% | -60.00% | 0.00% | 18:46 | 13:20 | 13:20 | 17:20 | 23:32 | 24:32 | 10:12 | 07:33 |
 | Centaur Warrunner | 3 | 6.98% | 43.8 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 32:38 | 28:22 | 28:22 | 32:41 | 36:50 | 36:50 | 08:28 | 06:16 |
 | Oracle | 1 | 5.56% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 00:00 | 00:00 |
 | Dawnbreaker | 4 | 13.79% | 41.3 | 50.00% | +18.00% | +50.00% | +50.00% | 0.00% | 26:45 | 21:29 | 21:29 | 24:21 | 25:39 | 35:30 | 04:10 | 03:05 |
 | Shadow Shaman | 1 | 4.35% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 00:00 | 00:00 |
 | Elder Titan | 6 | 37.50% | 38.8 | 33.33% | +3.33% | +16.67% | +66.67% | 9.29% | 29:06 | 25:30 | 26:04 | 26:53 | 31:27 | 34:59 | 05:23 | 03:59 |
 | Gyrocopter | 11 | 11.96% | 37.5 | 36.36% | -4.38% | +30.31% | -3.03% | -5.09% | 26:05 | 17:48 | 21:40 | 27:39 | 28:13 | 33:43 | 06:33 | 04:51 |
 | Nature's Prophet | 1 | 3.33% | 36.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 00:00 | 00:00 |
 | Shadow Demon | 7 | 7.87% | 35.0 | 42.86% | -14.46% | -42.86% | +7.14% | 0.00% | 31:55 | 24:34 | 27:34 | 31:05 | 34:54 | 38:39 | 07:20 | 05:25 |
 | Dark Willow | 7 | 6.31% | 33.8 | 42.86% | +2.48% | +7.14% | -42.86% | 0.00% | 33:00 | 25:02 | 29:29 | 33:03 | 35:36 | 38:54 | 06:07 | 04:31 |
 | Monkey King | 3 | 1.99% | 32.5 | 66.67% | +18.70% | -66.67% | 0.00% | 0.00% | 17:18 | 14:31 | 14:31 | 15:59 | 21:24 | 21:24 | 06:53 | 05:05 |
 | Earth Spirit | 1 | 2.33% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 00:00 | 00:00 |
 | Shadow Fiend | 9 | 16.36% | 30.0 | 33.33% | -18.84% | +16.67% | +16.67% | 0.00% | 31:15 | 23:07 | 23:39 | 29:42 | 32:42 | 41:07 | 09:03 | 06:42 |
 | Morphling | 1 | 1.04% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 00:00 | 00:00 |
 | Phoenix | 2 | 11.11% | 27.5 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 14:44 | 12:35 | 12:35 | 16:53 | 16:53 | 16:53 | 04:18 | 03:11 |
 | Winter Wyvern | 2 | 10.53% | 26.3 | 50.00% | +32.35% | -50.00% | 0.00% | 0.00% | 31:00 | 26:47 | 26:47 | 35:12 | 35:12 | 35:12 | 08:25 | 06:14 |
 | Sniper | 3 | 25.00% | 25.0 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 39:28 | 33:28 | 33:28 | 41:53 | 43:03 | 43:03 | 09:35 | 07:05 |
 | Beastmaster | 5 | 4.03% | 23.8 | 40.00% | -20.50% | +60.00% | -40.00% | 0.00% | 36:19 | 19:36 | 19:36 | 33:29 | 37:54 | 58:28 | 18:18 | 13:33 |
 | Tiny | 3 | 15.79% | 22.5 | 33.33% | -22.92% | -33.33% | 0.00% | 0.00% | 28:27 | 25:18 | 25:18 | 29:41 | 30:21 | 30:21 | 05:03 | 03:44 |
 | Doom | 2 | 2.70% | 21.3 | 50.00% | +9.72% | +50.00% | 0.00% | 0.00% | 36:53 | 36:34 | 36:34 | 37:11 | 37:11 | 37:11 | 00:37 | 00:27 |
 | Io | 2 | 1.17% | 20.0 | 50.00% | -2.07% | -50.00% | 0.00% | 0.00% | 30:50 | 20:37 | 20:37 | 41:03 | 41:03 | 41:03 | 20:26 | 15:08 |
 | Dark Seer | 3 | 4.92% | 18.8 | 33.33% | -20.12% | -33.33% | 0.00% | 0.00% | 22:32 | 16:23 | 16:23 | 17:03 | 34:10 | 34:10 | 17:47 | 13:10 |
 | Death Prophet | 3 | 1.96% | 17.5 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 24:30 | 21:13 | 21:13 | 21:23 | 30:53 | 30:53 | 09:40 | 07:09 |
 | Mars | 3 | 0.92% | 16.3 | 33.33% | -18.52% | -33.33% | 0.00% | 0.00% | 36:35 | 28:59 | 28:59 | 35:26 | 45:20 | 45:20 | 16:21 | 12:06 |
 | Invoker | 5 | 3.85% | 15.0 | 20.00% | -28.80% | -20.00% | -20.00% | 0.00% | 24:53 | 16:08 | 16:08 | 27:35 | 27:42 | 29:24 | 11:34 | 08:34 |
 | Spirit Breaker | 1 | 0.43% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Techies | 1 | 33.33% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Arc Warden | 1 | 100.00% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Underlord | 1 | 2.63% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 00:00 | 00:00 |
 | Night Stalker | 1 | 1.45% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |
 | Sand King | 3 | 6.25% | 7.5 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 30:24 | 26:25 | 26:25 | 30:08 | 34:38 | 34:38 | 08:13 | 06:05 |
 | Pugna | 1 | 12.50% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 19:34 | 00:00 | 00:00 |
 | Zeus | 1 | 25.00% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 00:00 | 00:00 |
 | Kunkka | 1 | 0.42% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Legion Commander | 2 | 2.33% | 2.5 | 0.00% | -45.24% | 0.00% | 0.00% | 0.00% | 40:03 | 37:36 | 37:36 | 42:29 | 42:29 | 42:29 | 04:53 | 03:37 |
 | Omniknight | 1 | 100.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 00:00 | 00:00 |