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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 | 1570 | 25.49% | 66.7 | 54.08% | +14.36% | +0.88% | -4.59% | -0.54% | 26:35 | 11:50 | 20:59 | 25:32 | 31:11 | 1:10:19 | 07:33 |
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 | |
 | Gyrocopter | 8 | 40.00% | 100.0 | 87.50% | +62.50% | +12.50% | -37.50% | -4.30% | 28:18 | 20:59 | 23:22 | 24:38 | 34:59 | 35:47 | 11:37 | 08:36 |
 | Bane | 2 | 40.00% | 98.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:18 | 31:18 | 32:18 | 32:18 | 32:18 | 01:00 | 00:44 |
 | Weaver | 3 | 27.27% | 97.5 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 33:43 | 26:20 | 26:20 | 35:13 | 39:36 | 39:36 | 13:16 | 09:49 |
 | Bounty Hunter | 12 | 32.43% | 96.2 | 83.33% | +39.33% | +16.67% | -16.66% | -2.49% | 28:19 | 17:37 | 20:52 | 25:43 | 34:14 | 48:04 | 13:22 | 09:54 |
 | Elder Titan | 9 | 36.00% | 94.9 | 77.78% | +40.28% | -27.78% | +22.22% | 3.15% | 32:57 | 22:09 | 24:06 | 32:24 | 39:59 | 45:57 | 15:53 | 11:45 |
 | Mirana | 80 | 53.69% | 93.7 | 66.25% | +14.08% | +23.75% | -6.25% | -2.76% | 27:57 | 13:55 | 21:17 | 28:20 | 32:10 | 50:50 | 10:53 | 08:03 |
 | Lich | 9 | 34.62% | 92.4 | 77.78% | +42.49% | +22.22% | -27.78% | -3.60% | 27:36 | 17:10 | 17:17 | 25:08 | 31:10 | 48:04 | 13:53 | 10:17 |
 | Clockwerk | 75 | 55.15% | 91.1 | 64.00% | +14.82% | +4.42% | -16.63% | -2.41% | 25:06 | 14:18 | 19:41 | 23:46 | 28:24 | 45:34 | 08:43 | 06:27 |
 | Warlock | 2 | 25.00% | 89.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 28:33 | 21:51 | 21:51 | 35:14 | 35:14 | 35:14 | 13:23 | 09:54 |
 | Pugna | 26 | 52.00% | 88.6 | 65.38% | +11.21% | +6.05% | +17.95% | 1.25% | 23:49 | 13:08 | 18:53 | 21:51 | 28:23 | 41:07 | 09:30 | 07:02 |
 | Keeper of the Light | 84 | 65.63% | 87.3 | 60.71% | +17.53% | -13.09% | -13.09% | 0.00% | 22:26 | 11:50 | 18:32 | 21:27 | 25:41 | 45:54 | 07:09 | 05:17 |
 | Morphling | 15 | 23.44% | 86.1 | 73.33% | +26.39% | -23.33% | +1.67% | 2.63% | 29:16 | 18:48 | 23:07 | 29:24 | 32:38 | 41:28 | 09:31 | 07:02 |
 | Venomancer | 12 | 54.55% | 84.8 | 66.67% | +6.67% | 0.00% | -33.34% | -6.85% | 23:20 | 17:44 | 20:18 | 21:50 | 25:10 | 33:04 | 04:52 | 03:36 |
 | Terrorblade | 47 | 54.02% | 83.5 | 61.70% | +19.20% | -3.37% | +4.97% | 1.04% | 30:54 | 17:12 | 27:02 | 30:47 | 35:01 | 43:13 | 07:59 | 05:54 |
 | Templar Assassin | 34 | 59.65% | 82.3 | 61.76% | +22.63% | +4.91% | +25.74% | 2.21% | 28:44 | 17:30 | 24:38 | 27:16 | 34:03 | 39:59 | 09:25 | 06:58 |
 | Disruptor | 76 | 33.48% | 81.0 | 61.84% | +8.86% | +6.58% | +1.32% | -0.58% | 28:16 | 14:38 | 22:38 | 28:13 | 31:41 | 49:03 | 09:03 | 06:42 |
 | Lion | 9 | 52.94% | 79.7 | 66.67% | +29.17% | -16.67% | +33.33% | 4.30% | 31:48 | 23:38 | 24:10 | 30:30 | 35:47 | 47:55 | 11:37 | 08:36 |
 | Viper | 6 | 54.55% | 78.5 | 66.67% | +6.67% | -66.67% | +33.33% | 28.30% | 26:23 | 14:31 | 24:00 | 25:32 | 27:32 | 40:18 | 03:32 | 02:37 |
 | Undying | 57 | 42.22% | 77.2 | 59.65% | +21.19% | +18.92% | -2.51% | -1.78% | 29:44 | 16:07 | 23:18 | 27:36 | 35:20 | 52:21 | 12:02 | 08:54 |
 | Luna | 29 | 61.70% | 75.9 | 58.62% | +14.18% | -1.48% | +12.81% | 1.55% | 26:35 | 16:14 | 21:22 | 24:34 | 30:34 | 39:31 | 09:12 | 06:48 |
 | Silencer | 49 | 68.06% | 74.7 | 55.10% | +7.27% | +28.23% | -13.43% | -5.53% | 26:31 | 16:38 | 21:20 | 24:31 | 28:52 | 46:54 | 07:32 | 05:34 |
 | Chen | 3 | 9.68% | 73.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:04 | 27:50 | 27:50 | 31:05 | 37:16 | 37:16 | 09:26 | 06:59 |
 | Enchantress | 116 | 78.91% | 72.2 | 52.59% | +10.65% | -0.87% | -7.76% | -0.88% | 25:08 | 14:18 | 20:05 | 24:04 | 27:55 | 52:51 | 07:50 | 05:48 |
 | Sniper | 29 | 96.67% | 70.9 | 51.72% | +51.72% | +5.42% | +5.42% | 0.00% | 20:04 | 13:48 | 16:28 | 18:40 | 22:12 | 31:18 | 05:44 | 04:14 |
 | Tiny | 75 | 43.35% | 69.6 | 53.33% | +9.45% | +25.62% | -32.28% | -10.46% | 29:31 | 18:51 | 26:02 | 28:19 | 31:34 | 45:51 | 05:32 | 04:05 |
 | Oracle | 2 | 14.29% | 68.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 37:59 | 37:57 | 37:57 | 38:00 | 38:00 | 38:00 | 00:03 | 00:02 |
 | Dark Willow | 2 | 14.29% | 67.1 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 36:51 | 32:02 | 32:02 | 41:39 | 41:39 | 41:39 | 09:37 | 07:07 |
 | Techies | 17 | 35.42% | 65.8 | 58.82% | +13.66% | -8.82% | -33.82% | -3.29% | 26:51 | 17:04 | 21:48 | 24:45 | 29:24 | 46:51 | 07:36 | 05:37 |
 | Jakiro | 22 | 70.97% | 64.6 | 50.00% | +50.00% | +16.67% | +10.00% | -1.10% | 24:05 | 17:20 | 21:04 | 23:20 | 27:09 | 35:36 | 06:05 | 04:30 |
 | Rubick | 144 | 53.53% | 63.3 | 47.22% | +3.22% | +11.11% | -5.55% | -1.77% | 23:57 | 14:51 | 18:25 | 21:47 | 27:51 | 55:54 | 09:26 | 06:59 |
 | Phoenix | 11 | 19.64% | 62.0 | 63.64% | +19.20% | +3.03% | +3.03% | 0.00% | 25:35 | 18:04 | 19:12 | 21:50 | 30:20 | 40:40 | 11:08 | 08:14 |
 | Treant Protector | 21 | 41.18% | 60.8 | 52.38% | +15.71% | -32.38% | -32.38% | 0.00% | 31:23 | 17:30 | 22:48 | 32:05 | 38:21 | 46:47 | 15:33 | 11:31 |
 | Crystal Maiden | 57 | 48.31% | 59.5 | 47.37% | -0.17% | -4.51% | +9.77% | 1.71% | 27:03 | 15:28 | 21:56 | 27:02 | 30:16 | 41:47 | 08:20 | 06:10 |
 | Shadow Fiend | 34 | 56.67% | 58.2 | 47.06% | +8.60% | +8.50% | -22.06% | -3.36% | 25:01 | 13:28 | 19:32 | 22:36 | 28:37 | 1:04:02 | 09:05 | 06:43 |
 | Drow Ranger | 72 | 100.00% | 57.0 | 41.67% | +41.67% | +2.77% | -8.34% | -2.85% | 18:00 | 13:07 | 15:12 | 16:56 | 19:06 | 37:39 | 03:54 | 02:53 |
 | Tusk | 18 | 19.35% | 55.7 | 55.56% | +10.23% | +4.44% | -5.56% | -1.13% | 34:22 | 20:40 | 29:20 | 31:02 | 38:10 | 1:10:19 | 08:50 | 06:32 |
 | Snapfire | 68 | 53.54% | 54.4 | 44.12% | +3.44% | +8.82% | -8.83% | -1.99% | 26:05 | 15:00 | 21:23 | 24:29 | 30:16 | 42:57 | 08:53 | 06:34 |
 | Invoker | 6 | 18.18% | 53.2 | 66.67% | +40.74% | -16.67% | -66.67% | 0.00% | 23:06 | 18:54 | 19:39 | 20:05 | 25:32 | 31:29 | 05:53 | 04:21 |
 | Earthshaker | 14 | 40.00% | 51.9 | 50.00% | +11.90% | 0.00% | -16.67% | -2.23% | 33:10 | 21:45 | 29:39 | 32:14 | 37:07 | 43:12 | 07:28 | 05:31 |
 | Skywrath Mage | 25 | 45.45% | 50.6 | 44.00% | +4.00% | +6.00% | +22.67% | 2.19% | 28:39 | 21:01 | 23:57 | 27:54 | 31:34 | 43:46 | 07:37 | 05:38 |
 | Outworld Destroyer | 3 | 25.00% | 49.4 | 66.67% | +44.45% | -66.67% | 0.00% | 0.00% | 15:37 | 14:22 | 14:22 | 15:15 | 17:15 | 17:15 | 02:53 | 02:08 |
 | Magnus | 5 | 23.81% | 48.1 | 60.00% | +22.50% | +40.00% | -60.00% | -10.27% | 35:33 | 24:49 | 24:49 | 29:34 | 34:33 | 1:03:28 | 09:44 | 07:12 |
 | Hoodwink | 22 | 45.83% | 46.8 | 36.36% | -2.10% | +13.64% | -16.36% | -3.03% | 29:06 | 18:03 | 23:47 | 27:58 | 33:41 | 44:13 | 09:54 | 07:20 |
 | Batrider | 26 | 44.83% | 45.6 | 34.62% | -9.13% | +8.24% | +15.38% | 0.89% | 33:39 | 19:15 | 29:36 | 32:34 | 37:35 | 50:31 | 07:59 | 05:54 |
 | Tidehunter | 8 | 15.38% | 44.3 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 25:43 | 14:49 | 21:29 | 26:14 | 27:41 | 32:28 | 06:12 | 04:35 |
 | Ancient Apparition | 4 | 30.77% | 43.0 | 50.00% | +5.56% | -50.00% | -50.00% | 0.00% | 27:38 | 14:02 | 14:02 | 26:03 | 28:10 | 42:17 | 14:08 | 10:28 |
 | Alchemist | 2 | 2.00% | 41.8 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 31:11 | 28:23 | 28:23 | 33:58 | 33:58 | 33:58 | 05:35 | 04:08 |
 | Muerta | 21 | 72.41% | 40.5 | 28.57% | -8.93% | -8.57% | -8.57% | 0.00% | 22:54 | 13:42 | 18:12 | 19:50 | 27:33 | 32:08 | 09:21 | 06:55 |
 | Centaur Warrunner | 7 | 19.44% | 39.2 | 42.86% | +22.17% | +7.14% | -42.86% | -8.88% | 25:32 | 21:14 | 21:20 | 24:14 | 26:58 | 33:58 | 05:38 | 04:10 |
 | Windranger | 5 | 33.33% | 38.0 | 40.00% | 0.00% | -40.00% | -40.00% | 0.00% | 24:50 | 15:05 | 15:05 | 24:45 | 25:46 | 33:52 | 10:41 | 07:54 |
 | Clinkz | 2 | 33.33% | 36.7 | 50.00% | -25.00% | -50.00% | 0.00% | 0.00% | 32:24 | 25:50 | 25:50 | 38:57 | 38:57 | 38:57 | 13:07 | 09:42 |
 | Medusa | 4 | 14.29% | 35.4 | 50.00% | -25.00% | +50.00% | -50.00% | -11.98% | 35:35 | 30:21 | 30:21 | 31:07 | 38:42 | 42:09 | 08:21 | 06:11 |
 | Nature's Prophet | 14 | 11.97% | 34.2 | 35.71% | -9.92% | +14.29% | -35.71% | -5.56% | 30:57 | 21:56 | 26:32 | 29:00 | 35:32 | 46:33 | 09:00 | 06:40 |
 | Beastmaster | 9 | 5.45% | 32.9 | 44.44% | -12.61% | +55.56% | -44.44% | 0.00% | 33:13 | 27:07 | 28:13 | 29:24 | 31:26 | 56:29 | 03:13 | 02:22 |
 | Dark Seer | 4 | 8.33% | 31.6 | 50.00% | -9.09% | -50.00% | +50.00% | 0.00% | 23:07 | 18:49 | 18:49 | 20:33 | 25:06 | 27:59 | 06:17 | 04:39 |
 | Grimstroke | 2 | 20.00% | 30.4 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 22:10 | 17:14 | 17:14 | 27:06 | 27:06 | 27:06 | 09:52 | 07:18 |
 | Nyx Assassin | 6 | 26.09% | 29.1 | 33.33% | +9.80% | +16.67% | -33.33% | -14.42% | 25:49 | 22:11 | 23:55 | 25:47 | 27:23 | 28:26 | 03:28 | 02:34 |
 | Puck | 1 | 1.52% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |
 | Io | 1 | 1.43% | 26.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Death Prophet | 4 | 3.85% | 25.3 | 50.00% | +4.00% | -50.00% | +50.00% | 0.00% | 26:06 | 17:46 | 17:46 | 22:59 | 24:14 | 39:25 | 06:28 | 04:47 |
 | Leshrac | 1 | 1.20% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 |
 | Witch Doctor | 3 | 23.08% | 22.8 | 33.33% | -46.67% | -33.33% | 0.00% | 0.00% | 28:08 | 18:02 | 18:02 | 28:41 | 37:40 | 37:40 | 19:38 | 14:32 |
 | Dragon Knight | 6 | 7.69% | 21.5 | 33.33% | -27.78% | -33.33% | -33.33% | 0.00% | 34:53 | 25:36 | 25:52 | 31:52 | 39:18 | 50:20 | 13:26 | 09:57 |
 | Pangolier | 5 | 3.50% | 20.3 | 40.00% | -17.97% | -40.00% | -40.00% | 0.00% | 24:29 | 17:59 | 17:59 | 24:41 | 27:25 | 33:08 | 09:26 | 06:59 |
 | Abaddon | 2 | 5.88% | 19.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 29:08 | 24:24 | 24:24 | 33:51 | 33:51 | 33:51 | 09:27 | 07:00 |
 | Shadow Demon | 3 | 16.67% | 17.7 | 33.33% | -6.67% | +66.67% | 0.00% | -2.24% | 37:23 | 26:49 | 26:49 | 28:45 | 56:36 | 56:36 | 29:47 | 22:03 |
 | Monkey King | 2 | 1.90% | 16.5 | 50.00% | -3.40% | -50.00% | 0.00% | 0.00% | 29:52 | 21:51 | 21:51 | 37:53 | 37:53 | 37:53 | 16:02 | 11:52 |
 | Underlord | 3 | 3.57% | 15.2 | 33.33% | -24.69% | +66.67% | 0.00% | 0.00% | 32:19 | 25:12 | 25:12 | 35:51 | 35:54 | 35:54 | 10:42 | 07:55 |
 | Doom | 3 | 2.26% | 13.9 | 33.33% | -23.59% | -33.33% | 0.00% | 0.00% | 28:25 | 22:09 | 22:09 | 29:05 | 34:00 | 34:00 | 11:51 | 08:46 |
 | Earth Spirit | 1 | 7.14% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:12 | 19:12 | 19:12 | 19:12 | 19:12 | 19:12 | 00:00 | 00:00 |
 | Huskar | 1 | 20.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 |
 | Sand King | 1 | 14.29% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 0.69% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Lina | 1 | 11.11% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:40 | 20:40 | 20:40 | 20:40 | 20:40 | 20:40 | 00:00 | 00:00 |
 | Primal Beast | 1 | 1.04% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 00:00 | 00:00 |
 | Marci | 2 | 5.13% | 5.1 | 0.00% | -51.35% | 0.00% | 0.00% | 0.00% | 39:03 | 21:28 | 21:28 | 56:37 | 56:37 | 56:37 | 35:09 | 26:02 |
 | Zeus | 1 | 4.00% | 3.8 | 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 |
 | Timbersaw | 2 | 2.94% | 2.5 | 0.00% | -53.03% | 0.00% | 0.00% | 0.00% | 42:28 | 33:04 | 33:04 | 51:52 | 51:52 | 51:52 | 18:48 | 13:55 |
 | Riki | 1 | 2.86% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 00:00 | 00:00 |