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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 | 2375 | 28.48% | 64.5 | 53.31% | +14.92% | +2.75% | -1.79% | -0.46% | 26:21 | 09:44 | 20:57 | 25:07 | 30:43 | 1:07:45 | 07:14 |
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 | |
 | Pugna | 12 | 63.16% | 100.0 | 83.33% | +54.76% | -16.66% | -16.66% | 0.00% | 22:17 | 13:36 | 14:38 | 23:47 | 25:50 | 32:10 | 11:12 | 08:17 |
 | Elder Titan | 6 | 60.00% | 98.8 | 83.33% | +58.33% | +16.67% | +16.67% | 0.00% | 27:42 | 21:02 | 21:23 | 24:10 | 35:05 | 39:41 | 13:42 | 10:08 |
 | Lich | 21 | 56.76% | 97.7 | 76.19% | +32.44% | -16.19% | -16.19% | 0.00% | 25:41 | 17:03 | 21:27 | 24:48 | 29:24 | 34:36 | 07:57 | 05:53 |
 | Templar Assassin | 36 | 62.07% | 96.5 | 72.22% | +44.95% | +16.67% | -27.78% | -4.54% | 27:26 | 16:23 | 22:24 | 27:52 | 32:11 | 40:16 | 09:47 | 07:14 |
 | Disruptor | 52 | 42.62% | 95.3 | 71.15% | +22.58% | +21.16% | -17.30% | -5.06% | 28:06 | 18:51 | 21:58 | 24:57 | 29:34 | 56:18 | 07:36 | 05:37 |
 | Riki | 37 | 33.64% | 94.2 | 72.97% | +9.96% | +27.03% | -6.30% | -5.78% | 33:09 | 23:25 | 29:33 | 32:56 | 35:19 | 45:32 | 05:46 | 04:16 |
 | Earthshaker | 6 | 30.00% | 93.0 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 30:36 | 21:24 | 28:34 | 28:59 | 35:23 | 36:46 | 06:49 | 05:02 |
 | Undying | 58 | 52.73% | 91.9 | 62.07% | +27.45% | +11.26% | -4.93% | -1.25% | 30:33 | 18:42 | 23:18 | 28:51 | 36:18 | 1:04:05 | 13:00 | 09:37 |
 | Shadow Shaman | 2 | 22.22% | 90.7 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 30:30 | 29:29 | 29:29 | 31:31 | 31:31 | 31:31 | 02:02 | 01:30 |
 | Medusa | 8 | 30.77% | 89.5 | 75.00% | +47.22% | +25.00% | -75.00% | -11.41% | 34:48 | 23:22 | 27:57 | 31:57 | 36:43 | 50:38 | 08:46 | 06:29 |
 | Magnus | 25 | 43.86% | 88.4 | 64.00% | +26.50% | +2.67% | +2.67% | 0.00% | 27:07 | 17:18 | 21:20 | 25:22 | 30:50 | 47:00 | 09:30 | 07:02 |
 | Nyx Assassin | 7 | 38.89% | 87.2 | 71.43% | +25.98% | -21.43% | +28.57% | 5.66% | 34:31 | 20:39 | 29:12 | 35:20 | 38:02 | 46:10 | 08:50 | 06:32 |
 | Sniper | 50 | 89.29% | 86.0 | 56.00% | +39.33% | +5.54% | +19.00% | 2.82% | 20:22 | 14:57 | 17:38 | 19:01 | 22:24 | 34:43 | 04:46 | 03:31 |
 | Lina | 68 | 37.36% | 84.9 | 60.29% | +10.29% | +16.18% | -7.35% | -2.93% | 25:05 | 14:40 | 21:36 | 23:56 | 29:38 | 41:50 | 08:02 | 05:57 |
 | Tiny | 137 | 45.36% | 83.7 | 57.66% | +14.63% | +9.99% | -13.54% | -4.27% | 28:42 | 19:27 | 25:38 | 27:52 | 31:09 | 42:39 | 05:31 | 04:05 |
 | Viper | 26 | 68.42% | 82.6 | 57.69% | +7.69% | +28.02% | +8.98% | -2.23% | 21:43 | 10:09 | 16:49 | 22:41 | 25:22 | 35:13 | 08:33 | 06:20 |
 | Treant Protector | 123 | 36.94% | 81.4 | 57.72% | +3.43% | +16.47% | -9.33% | -2.14% | 30:34 | 15:12 | 23:43 | 29:54 | 35:48 | 58:38 | 12:05 | 08:57 |
 | Crystal Maiden | 107 | 75.35% | 80.2 | 55.14% | +20.85% | +18.93% | -6.99% | -5.38% | 24:42 | 15:12 | 21:47 | 23:55 | 26:36 | 46:19 | 04:49 | 03:34 |
 | Keeper of the Light | 60 | 70.59% | 79.1 | 55.00% | +7.00% | +25.00% | -1.67% | -4.92% | 19:11 | 09:44 | 15:52 | 17:26 | 21:17 | 34:27 | 05:25 | 04:00 |
 | Mirana | 116 | 54.21% | 77.9 | 55.17% | -0.95% | 0.00% | +6.90% | 0.75% | 27:07 | 14:51 | 21:56 | 25:54 | 31:10 | 46:16 | 09:14 | 06:50 |
 | Terrorblade | 34 | 40.96% | 76.7 | 58.82% | +11.88% | +18.96% | -21.32% | -4.43% | 31:04 | 21:41 | 26:05 | 31:00 | 35:11 | 44:31 | 09:06 | 06:44 |
 | Clinkz | 1 | 33.33% | 75.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 00:00 | 00:00 |
 | Rubick | 276 | 61.06% | 74.4 | 52.54% | +8.79% | +5.43% | -1.82% | -0.94% | 24:03 | 13:34 | 19:01 | 21:34 | 26:44 | 1:07:45 | 07:43 | 05:42 |
 | Clockwerk | 150 | 70.09% | 73.3 | 52.00% | -7.38% | +16.42% | -14.16% | -4.38% | 25:28 | 15:12 | 21:20 | 24:25 | 28:19 | 46:27 | 06:59 | 05:10 |
 | Silencer | 108 | 76.60% | 72.1 | 51.85% | +3.37% | +7.41% | -18.52% | -3.92% | 25:47 | 15:18 | 22:11 | 24:56 | 28:48 | 39:22 | 06:37 | 04:54 |
 | Drow Ranger | 93 | 94.90% | 70.9 | 49.46% | +29.46% | +2.71% | -19.03% | -4.73% | 18:15 | 12:23 | 15:09 | 17:38 | 19:45 | 36:02 | 04:36 | 03:24 |
 | Batrider | 53 | 35.81% | 69.8 | 54.72% | +2.09% | +6.82% | -23.95% | -5.07% | 29:23 | 17:14 | 26:32 | 29:25 | 32:36 | 43:37 | 06:04 | 04:29 |
 | Enchantress | 48 | 80.00% | 68.6 | 50.00% | +25.00% | 0.00% | +8.33% | 0.82% | 23:27 | 12:50 | 18:05 | 22:08 | 28:11 | 51:43 | 10:06 | 07:28 |
 | Dark Willow | 13 | 32.50% | 67.4 | 61.54% | +17.10% | +5.13% | +5.13% | 0.00% | 28:25 | 19:35 | 21:33 | 28:26 | 33:47 | 35:23 | 12:14 | 09:03 |
 | Snapfire | 128 | 55.65% | 66.3 | 48.44% | +8.24% | +1.56% | +10.94% | 1.11% | 26:40 | 11:46 | 22:06 | 25:04 | 30:33 | 47:12 | 08:27 | 06:15 |
 | Shadow Fiend | 61 | 58.10% | 65.1 | 47.54% | +11.18% | -14.21% | +5.79% | 2.46% | 25:02 | 13:37 | 20:11 | 23:26 | 28:18 | 48:41 | 08:07 | 06:00 |
 | Warlock | 1 | 25.00% | 64.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:55 | 26:55 | 26:55 | 26:55 | 26:55 | 26:55 | 00:00 | 00:00 |
 | Underlord | 2 | 9.09% | 62.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:04 | 25:38 | 25:38 | 40:30 | 40:30 | 40:30 | 14:52 | 11:00 |
 | Outworld Destroyer | 9 | 34.62% | 61.6 | 55.56% | -20.91% | -5.56% | -55.56% | -10.45% | 18:07 | 11:02 | 12:38 | 14:22 | 17:25 | 33:16 | 04:47 | 03:32 |
 | Beastmaster | 15 | 10.07% | 60.5 | 60.00% | +10.00% | +15.00% | -10.00% | -2.26% | 29:19 | 19:44 | 22:14 | 26:50 | 33:19 | 53:43 | 11:05 | 08:12 |
 | Phoenix | 30 | 30.93% | 59.3 | 46.67% | -1.09% | +3.33% | -3.81% | -0.62% | 28:02 | 16:07 | 21:06 | 27:43 | 32:39 | 49:03 | 11:33 | 08:33 |
 | Shadow Demon | 12 | 36.36% | 58.1 | 50.00% | -7.14% | +16.67% | -16.67% | -4.21% | 28:03 | 15:55 | 19:54 | 24:21 | 27:49 | 49:31 | 07:55 | 05:51 |
 | Tusk | 39 | 12.19% | 57.0 | 48.72% | +4.95% | +11.28% | -28.72% | -5.04% | 32:13 | 17:00 | 25:59 | 30:38 | 33:55 | 1:01:18 | 07:56 | 05:52 |
 | Omniknight | 8 | 42.11% | 55.8 | 50.00% | -13.64% | 0.00% | 0.00% | 0.00% | 39:37 | 27:54 | 30:31 | 38:19 | 41:53 | 58:10 | 11:22 | 08:25 |
 | Tidehunter | 6 | 10.00% | 54.7 | 66.67% | +1.86% | +33.33% | -66.67% | 0.00% | 32:58 | 25:42 | 27:25 | 28:01 | 37:26 | 46:39 | 10:01 | 07:25 |
 | Oracle | 1 | 16.67% | 53.5 | 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 |
 | Hoodwink | 72 | 45.00% | 52.3 | 37.50% | -3.41% | +1.39% | +18.06% | 1.82% | 26:35 | 15:58 | 21:24 | 26:33 | 30:35 | 41:05 | 09:11 | 06:48 |
 | Techies | 27 | 64.29% | 51.2 | 37.04% | -9.63% | -8.47% | -8.47% | 0.00% | 26:35 | 16:58 | 23:46 | 25:01 | 28:19 | 41:31 | 04:33 | 03:22 |
 | Nature's Prophet | 31 | 13.14% | 50.0 | 45.16% | -9.96% | +4.84% | -7.66% | -1.26% | 26:25 | 17:28 | 19:26 | 23:35 | 29:21 | 54:47 | 09:55 | 07:20 |
 | Sven | 7 | 15.22% | 48.8 | 57.14% | +21.24% | -7.14% | -7.14% | 0.00% | 27:32 | 20:24 | 22:01 | 23:51 | 29:26 | 43:49 | 07:25 | 05:29 |
 | Death Prophet | 23 | 8.88% | 47.7 | 47.83% | -1.32% | -14.50% | +2.17% | 1.90% | 25:43 | 12:55 | 19:51 | 25:12 | 28:37 | 44:49 | 08:46 | 06:29 |
 | Jakiro | 17 | 70.83% | 46.5 | 35.29% | -7.57% | +14.71% | -10.29% | -5.40% | 26:29 | 18:56 | 22:18 | 24:31 | 26:56 | 47:04 | 04:38 | 03:25 |
 | Skywrath Mage | 19 | 51.35% | 45.3 | 36.84% | -13.16% | -16.84% | -16.84% | 0.00% | 25:49 | 18:22 | 22:23 | 24:08 | 25:44 | 42:53 | 03:21 | 02:28 |
 | Weaver | 3 | 14.29% | 44.2 | 66.67% | +27.78% | -66.67% | 0.00% | 0.00% | 27:58 | 17:23 | 17:23 | 30:20 | 36:11 | 36:11 | 18:48 | 13:55 |
 | Luna | 5 | 55.56% | 43.0 | 40.00% | -35.00% | -40.00% | -40.00% | 0.00% | 26:05 | 19:43 | 19:43 | 22:43 | 30:01 | 37:42 | 10:18 | 07:37 |
 | Morphling | 10 | 10.31% | 41.9 | 50.00% | +8.62% | +50.00% | 0.00% | -8.26% | 31:21 | 23:02 | 29:47 | 30:42 | 35:50 | 38:32 | 06:03 | 04:28 |
 | Mars | 2 | 1.80% | 40.7 | 100.00% | +60.55% | 0.00% | 0.00% | 0.00% | 24:22 | 17:07 | 17:07 | 31:37 | 31:37 | 31:37 | 14:30 | 10:44 |
 | Centaur Warrunner | 18 | 21.69% | 39.5 | 38.89% | -21.11% | +1.11% | +11.11% | 1.45% | 26:28 | 18:24 | 22:05 | 24:28 | 28:58 | 41:19 | 06:53 | 05:05 |
 | Abaddon | 6 | 66.67% | 38.4 | 33.33% | 0.00% | -33.33% | +66.67% | 8.77% | 33:35 | 25:17 | 26:26 | 31:24 | 37:50 | 42:55 | 11:24 | 08:26 |
 | Invoker | 6 | 11.54% | 37.2 | 50.00% | -6.52% | 0.00% | -50.00% | 0.00% | 22:39 | 17:15 | 19:16 | 21:38 | 27:14 | 28:20 | 07:58 | 05:54 |
 | Ogre Magi | 6 | 40.00% | 36.0 | 33.33% | +11.11% | +16.67% | -33.33% | -8.52% | 31:13 | 25:41 | 27:59 | 31:55 | 33:51 | 34:24 | 05:52 | 04:20 |
 | Monkey King | 3 | 4.05% | 34.9 | 66.67% | +15.97% | -66.67% | 0.00% | 0.00% | 27:59 | 15:47 | 15:47 | 31:28 | 36:43 | 36:43 | 20:56 | 15:30 |
 | Chen | 2 | 25.00% | 33.7 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 28:51 | 26:27 | 26:27 | 31:15 | 31:15 | 31:15 | 04:48 | 03:33 |
 | Venomancer | 4 | 66.67% | 32.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 21:51 | 16:28 | 16:28 | 22:42 | 22:54 | 25:18 | 06:26 | 04:45 |
 | Dazzle | 3 | 37.50% | 31.4 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 24:43 | 21:46 | 21:46 | 24:44 | 27:38 | 27:38 | 05:52 | 04:20 |
 | Enigma | 1 | 1.47% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 00:00 | 00:00 |
 | Lion | 2 | 14.29% | 29.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 28:44 | 28:38 | 28:38 | 28:49 | 28:49 | 28:49 | 00:11 | 00:08 |
 | Pangolier | 10 | 5.38% | 27.9 | 30.00% | -18.86% | +3.33% | +20.00% | 0.00% | 32:13 | 29:34 | 30:46 | 31:18 | 33:30 | 36:27 | 02:44 | 02:01 |
 | Dark Seer | 9 | 17.65% | 26.7 | 22.22% | -37.30% | -22.22% | +27.78% | 4.73% | 31:09 | 21:07 | 23:45 | 30:02 | 34:19 | 44:32 | 10:34 | 07:49 |
 | Dragon Knight | 2 | 3.77% | 25.6 | 50.00% | +14.71% | -50.00% | 0.00% | 0.00% | 35:40 | 33:37 | 33:37 | 37:43 | 37:43 | 37:43 | 04:06 | 03:02 |
 | Primal Beast | 2 | 1.52% | 24.4 | 50.00% | +2.31% | +50.00% | 0.00% | 0.00% | 46:57 | 44:16 | 44:16 | 49:37 | 49:37 | 49:37 | 05:21 | 03:57 |
 | Zeus | 4 | 7.84% | 23.3 | 25.00% | -19.68% | -25.00% | -25.00% | 0.00% | 26:02 | 20:14 | 20:14 | 21:41 | 25:25 | 36:47 | 05:11 | 03:50 |
 | Legion Commander | 5 | 13.16% | 22.1 | 20.00% | -10.30% | -20.00% | -20.00% | 0.00% | 34:42 | 22:13 | 22:13 | 33:43 | 34:13 | 55:01 | 12:00 | 08:53 |
 | Broodmother | 3 | 2.10% | 20.9 | 33.33% | -21.67% | -33.33% | 0.00% | 0.00% | 26:09 | 23:30 | 23:30 | 25:29 | 29:27 | 29:27 | 05:57 | 04:24 |
 | Dawnbreaker | 6 | 9.68% | 19.8 | 16.67% | -22.62% | -16.67% | +83.33% | 0.00% | 30:06 | 22:45 | 26:14 | 28:04 | 34:49 | 35:52 | 08:35 | 06:21 |
 | Ancient Apparition | 1 | 25.00% | 18.6 | 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 |
 | Sand King | 1 | 16.67% | 17.4 | 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 |
 | Earth Spirit | 2 | 5.88% | 16.3 | 0.00% | -43.75% | 0.00% | 0.00% | 0.00% | 37:45 | 23:50 | 23:50 | 51:39 | 51:39 | 51:39 | 27:49 | 20:36 |
 | Storm Spirit | 1 | 2.38% | 15.1 | 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 | 2.04% | 14.0 | 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 |
 | Vengeful Spirit | 1 | 12.50% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 2.56% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 00:00 | 00:00 |
 | Naga Siren | 1 | 1.15% | 10.5 | 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 |
 | Windranger | 1 | 7.69% | 9.3 | 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 |
 | Grimstroke | 1 | 12.50% | 8.1 | 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 |
 | Necrophos | 1 | 25.00% | 7.0 | 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 |
 | Arc Warden | 1 | 11.11% | 5.8 | 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 |
 | Winter Wyvern | 2 | 40.00% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:14 | 24:04 | 24:04 | 38:23 | 38:23 | 38:23 | 14:19 | 10:36 |
 | Leshrac | 1 | 0.59% | 3.5 | 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 | 0.45% | 2.3 | 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 |
 | Bane | 5 | 33.33% | 1.2 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 25:51 | 16:14 | 16:14 | 26:06 | 28:19 | 32:29 | 12:05 | 08:57 |