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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 | 1178 | 28.18% | 76.4 | 55.18% | +17.21% | +6.85% | -4.84% | -1.19% | 26:27 | 09:44 | 21:07 | 25:19 | 30:55 | 1:04:05 | 07:15 |
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 | |
 | Elder Titan | 2 | 50.00% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:04 | 21:02 | 21:02 | 35:05 | 35:05 | 35:05 | 14:03 | 10:24 |
 | Templar Assassin | 15 | 60.00% | 98.7 | 86.67% | +66.67% | +13.33% | -36.67% | -4.52% | 29:15 | 16:23 | 22:47 | 30:58 | 33:51 | 40:16 | 11:04 | 08:11 |
 | Nyx Assassin | 4 | 28.57% | 97.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:27 | 32:27 | 32:27 | 35:20 | 39:49 | 46:10 | 07:22 | 05:27 |
 | Keeper of the Light | 18 | 56.25% | 96.0 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 19:05 | 09:44 | 14:48 | 16:12 | 23:22 | 33:30 | 08:34 | 06:20 |
 | Oracle | 1 | 50.00% | 94.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:40 | 23:40 | 23:40 | 23:40 | 23:40 | 23:40 | 00:00 | 00:00 |
 | Disruptor | 35 | 47.95% | 93.3 | 68.57% | +26.46% | +20.32% | -13.01% | -4.25% | 27:51 | 18:51 | 21:44 | 25:13 | 29:34 | 56:18 | 07:50 | 05:48 |
 | Riki | 24 | 41.38% | 92.0 | 70.83% | +9.07% | +29.17% | -20.83% | -10.07% | 33:28 | 23:25 | 30:21 | 32:56 | 35:19 | 45:32 | 04:58 | 03:40 |
 | Pugna | 7 | 58.33% | 90.7 | 71.43% | +51.43% | -21.43% | -21.43% | 0.00% | 23:48 | 14:01 | 19:04 | 24:02 | 24:03 | 32:10 | 04:59 | 03:41 |
 | Undying | 24 | 48.00% | 89.3 | 66.67% | +39.75% | +16.66% | -16.67% | -2.39% | 31:11 | 19:00 | 22:05 | 28:38 | 36:03 | 1:04:05 | 13:58 | 10:20 |
 | Viper | 14 | 70.00% | 88.0 | 64.29% | +30.96% | +10.71% | -30.96% | -3.42% | 21:15 | 10:09 | 14:31 | 18:35 | 26:43 | 33:03 | 12:12 | 09:02 |
 | Sniper | 30 | 85.71% | 86.7 | 60.00% | +40.00% | +2.50% | -2.86% | -1.13% | 20:31 | 14:57 | 17:42 | 18:26 | 22:27 | 34:43 | 04:45 | 03:31 |
 | Rubick | 133 | 60.73% | 85.3 | 59.40% | +19.87% | +10.30% | +1.21% | -1.06% | 24:24 | 13:34 | 19:05 | 22:34 | 27:38 | 57:48 | 08:33 | 06:20 |
 | Snapfire | 61 | 53.04% | 84.0 | 59.02% | +9.02% | +0.98% | +14.31% | 1.51% | 26:31 | 15:42 | 21:20 | 25:08 | 30:11 | 47:12 | 08:51 | 06:33 |
 | Tidehunter | 3 | 11.54% | 82.7 | 100.00% | +34.78% | 0.00% | 0.00% | 0.00% | 30:11 | 25:42 | 25:42 | 27:25 | 37:26 | 37:26 | 11:44 | 08:41 |
 | Crystal Maiden | 63 | 75.90% | 81.3 | 55.56% | +25.56% | +25.69% | +0.69% | -6.07% | 24:45 | 15:12 | 21:55 | 24:14 | 26:02 | 39:28 | 04:07 | 03:02 |
 | Magnus | 16 | 45.71% | 80.0 | 62.50% | +30.92% | +12.50% | +12.50% | 0.00% | 25:57 | 20:21 | 21:20 | 23:51 | 25:53 | 40:36 | 04:33 | 03:22 |
 | Earthshaker | 2 | 18.18% | 78.7 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 29:05 | 21:24 | 21:24 | 36:46 | 36:46 | 36:46 | 15:22 | 11:22 |
 | Lina | 43 | 40.95% | 77.3 | 58.14% | +6.53% | +23.68% | -12.69% | -3.55% | 25:20 | 14:40 | 20:24 | 23:56 | 30:38 | 41:50 | 10:14 | 07:34 |
 | Treant Protector | 66 | 41.77% | 76.0 | 56.06% | +7.15% | +26.29% | -6.06% | -3.35% | 29:10 | 16:51 | 23:43 | 28:13 | 33:23 | 49:15 | 09:40 | 07:09 |
 | Tiny | 68 | 41.98% | 74.7 | 55.88% | +6.94% | +14.71% | -14.70% | -5.13% | 28:45 | 19:27 | 25:43 | 27:56 | 31:27 | 42:39 | 05:44 | 04:14 |
 | Enchantress | 28 | 75.68% | 73.3 | 53.57% | +20.24% | +3.57% | -10.71% | -1.29% | 22:40 | 12:50 | 17:17 | 22:08 | 28:23 | 35:19 | 11:06 | 08:13 |
 | Silencer | 43 | 69.35% | 72.0 | 53.49% | +6.12% | +1.06% | -8.04% | -1.23% | 26:40 | 17:41 | 22:21 | 25:45 | 29:46 | 39:22 | 07:25 | 05:29 |
 | Batrider | 25 | 33.78% | 70.7 | 60.00% | +17.14% | +6.67% | -26.67% | -3.73% | 28:22 | 17:27 | 22:47 | 27:50 | 31:43 | 43:37 | 08:56 | 06:37 |
 | Drow Ranger | 51 | 94.44% | 69.3 | 49.02% | +15.69% | +12.52% | -18.25% | -7.18% | 18:44 | 13:55 | 15:54 | 18:05 | 20:11 | 28:05 | 04:17 | 03:10 |
 | Shadow Fiend | 26 | 57.78% | 68.0 | 53.85% | +22.27% | +17.58% | -3.85% | -3.04% | 26:23 | 14:50 | 21:47 | 23:49 | 28:50 | 46:33 | 07:03 | 05:13 |
 | Terrorblade | 15 | 35.71% | 66.7 | 60.00% | +4.44% | +15.00% | -35.00% | -5.49% | 31:05 | 21:41 | 26:05 | 30:25 | 35:11 | 44:31 | 09:06 | 06:44 |
 | Dark Willow | 8 | 40.00% | 65.3 | 62.50% | +12.50% | +37.50% | -12.50% | -7.65% | 31:01 | 19:39 | 28:03 | 33:10 | 34:35 | 35:23 | 06:32 | 04:50 |
 | Mirana | 68 | 54.40% | 64.0 | 50.00% | -2.63% | +14.71% | +8.82% | -0.72% | 25:48 | 14:51 | 21:23 | 24:58 | 29:34 | 40:52 | 08:11 | 06:03 |
 | Clockwerk | 59 | 64.13% | 62.7 | 49.15% | -8.43% | +10.85% | -22.48% | -4.80% | 25:41 | 16:24 | 21:11 | 24:35 | 28:08 | 42:58 | 06:57 | 05:08 |
 | Underlord | 2 | 12.50% | 61.3 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 33:04 | 25:38 | 25:38 | 40:30 | 40:30 | 40:30 | 14:52 | 11:00 |
 | Skywrath Mage | 7 | 46.67% | 60.0 | 57.14% | +19.64% | +42.86% | -57.14% | -100.00% | 26:41 | 22:23 | 24:08 | 24:49 | 25:06 | 33:10 | 00:58 | 00:42 |
 | Chen | 1 | 25.00% | 58.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 00:00 | 00:00 |
 | Phoenix | 20 | 35.71% | 57.3 | 50.00% | +2.78% | -10.00% | -10.00% | 0.00% | 27:55 | 17:06 | 19:49 | 28:42 | 32:39 | 44:19 | 12:50 | 09:30 |
 | Death Prophet | 13 | 10.83% | 56.0 | 61.54% | +13.88% | -28.21% | +5.13% | 0.00% | 26:57 | 15:07 | 20:18 | 25:12 | 28:36 | 44:49 | 08:18 | 06:08 |
 | Tusk | 20 | 12.05% | 54.7 | 55.00% | +12.53% | -15.00% | -15.00% | 0.00% | 33:58 | 18:53 | 25:24 | 30:42 | 39:38 | 1:01:18 | 14:14 | 10:32 |
 | Abaddon | 4 | 57.14% | 53.3 | 50.00% | +16.67% | -50.00% | +50.00% | 15.54% | 37:26 | 31:24 | 31:24 | 37:35 | 37:50 | 42:55 | 06:26 | 04:45 |
 | Omniknight | 3 | 27.27% | 52.0 | 66.67% | -8.33% | +33.33% | 0.00% | 0.00% | 45:03 | 38:19 | 38:19 | 38:39 | 58:10 | 58:10 | 19:51 | 14:42 |
 | Lion | 1 | 14.29% | 50.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 00:00 | 00:00 |
 | Techies | 13 | 56.52% | 49.3 | 38.46% | -1.54% | +28.21% | -38.46% | -6.44% | 26:59 | 16:58 | 21:29 | 25:21 | 31:50 | 41:31 | 10:21 | 07:40 |
 | Mars | 2 | 3.17% | 48.0 | 100.00% | +63.93% | 0.00% | 0.00% | 0.00% | 24:22 | 17:07 | 17:07 | 31:37 | 31:37 | 31:37 | 14:30 | 10:44 |
 | Morphling | 5 | 11.11% | 46.7 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 31:43 | 23:02 | 23:02 | 31:21 | 35:51 | 38:32 | 12:49 | 09:29 |
 | Hoodwink | 33 | 45.21% | 45.3 | 33.33% | -9.17% | +4.17% | +16.67% | 1.41% | 25:43 | 15:58 | 21:06 | 25:29 | 29:57 | 36:42 | 08:51 | 06:33 |
 | Jakiro | 9 | 64.29% | 44.0 | 33.33% | -6.67% | +16.67% | +16.67% | 0.00% | 28:12 | 18:56 | 19:07 | 24:32 | 29:06 | 47:04 | 09:59 | 07:23 |
 | Nature's Prophet | 14 | 11.86% | 42.7 | 42.86% | -11.95% | -17.86% | -9.53% | 0.63% | 28:13 | 17:31 | 19:38 | 26:22 | 32:48 | 54:47 | 13:10 | 09:45 |
 | Venomancer | 3 | 60.00% | 41.3 | 33.33% | -16.67% | +66.67% | 0.00% | -25.64% | 23:38 | 22:42 | 22:42 | 22:54 | 25:18 | 25:18 | 02:36 | 01:55 |
 | Pangolier | 6 | 5.94% | 40.0 | 50.00% | -7.89% | +50.00% | +50.00% | 0.00% | 32:56 | 29:34 | 31:02 | 31:22 | 35:41 | 36:27 | 04:39 | 03:26 |
 | Luna | 4 | 66.67% | 38.7 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 25:06 | 19:43 | 19:43 | 20:14 | 22:43 | 37:42 | 03:00 | 02:13 |
 | Monkey King | 1 | 2.38% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 00:00 | 00:00 |
 | Beastmaster | 4 | 6.45% | 36.0 | 50.00% | +8.62% | +50.00% | -50.00% | 0.00% | 34:24 | 25:31 | 25:31 | 26:50 | 31:33 | 53:43 | 06:02 | 04:28 |
 | Outworld Destroyer | 2 | 18.18% | 34.7 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 14:14 | 11:02 | 11:02 | 17:25 | 17:25 | 17:25 | 06:23 | 04:43 |
 | Centaur Warrunner | 11 | 27.50% | 33.3 | 27.27% | -27.90% | +6.06% | +6.06% | 0.00% | 26:27 | 18:24 | 22:05 | 25:32 | 28:58 | 36:15 | 06:53 | 05:05 |
 | Lich | 3 | 37.50% | 32.0 | 33.33% | +13.33% | +66.67% | 0.00% | 0.00% | 31:31 | 27:16 | 27:16 | 32:40 | 34:36 | 34:36 | 07:20 | 05:25 |
 | Shadow Demon | 8 | 42.11% | 30.7 | 25.00% | -20.45% | +25.00% | -25.00% | 0.00% | 27:54 | 18:33 | 19:54 | 24:21 | 27:49 | 43:22 | 07:55 | 05:51 |
 | Legion Commander | 2 | 10.00% | 29.3 | 50.00% | +27.78% | -50.00% | 0.00% | 0.00% | 25:17 | 22:13 | 22:13 | 28:21 | 28:21 | 28:21 | 06:08 | 04:32 |
 | Zeus | 2 | 7.41% | 28.0 | 50.00% | +22.00% | +50.00% | 0.00% | 0.00% | 23:33 | 21:41 | 21:41 | 25:25 | 25:25 | 25:25 | 03:44 | 02:45 |
 | Sven | 2 | 6.90% | 26.7 | 50.00% | +20.37% | -50.00% | 0.00% | 0.00% | 36:48 | 29:46 | 29:46 | 43:49 | 43:49 | 43:49 | 14:03 | 10:24 |
 | Ogre Magi | 5 | 41.67% | 25.3 | 20.00% | -8.57% | -20.00% | -20.00% | 0.00% | 30:42 | 25:41 | 25:41 | 31:55 | 33:29 | 34:24 | 07:48 | 05:46 |
 | Invoker | 3 | 10.71% | 24.0 | 33.33% | -18.67% | -33.33% | 0.00% | 0.00% | 21:02 | 19:16 | 19:16 | 21:38 | 22:13 | 22:13 | 02:57 | 02:11 |
 | Dark Seer | 3 | 9.68% | 22.7 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 24:45 | 21:07 | 21:07 | 25:07 | 28:02 | 28:02 | 06:55 | 05:07 |
 | Arc Warden | 1 | 16.67% | 21.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 3.23% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 100.00% | 18.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 00:00 | 00:00 |
 | Windranger | 1 | 14.29% | 17.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 00:00 | 00:00 |
 | Medusa | 1 | 14.29% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 4.76% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Pudge | 1 | 4.35% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Broodmother | 2 | 2.82% | 12.0 | 0.00% | -57.97% | 0.00% | 0.00% | 0.00% | 24:30 | 23:30 | 23:30 | 25:29 | 25:29 | 25:29 | 01:59 | 01:28 |
 | Leshrac | 1 | 1.72% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 0.90% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 00:00 | 00:00 |
 | Dazzle | 1 | 20.00% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:44 | 24:44 | 24:44 | 24:44 | 24:44 | 24:44 | 00:00 | 00:00 |
 | Necrophos | 1 | 50.00% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 4.17% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 00:00 | 00:00 |
 | Naga Siren | 1 | 2.17% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Grimstroke | 1 | 16.67% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Bane | 4 | 33.33% | 1.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 25:14 | 16:14 | 16:14 | 26:05 | 26:06 | 32:29 | 09:52 | 07:18 |