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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 | 1197 | 28.77% | 60.2 | 51.46% | +12.66% | -0.62% | +0.38% | 0.10% | 26:15 | 11:46 | 20:41 | 25:01 | 30:29 | 1:07:45 | 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 | |
 | Pugna | 5 | 71.43% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 20:10 | 13:36 | 13:36 | 20:43 | 25:50 | 26:02 | 12:14 | 09:03 |
 | Lich | 18 | 62.07% | 98.6 | 83.33% | +28.78% | -23.33% | +16.67% | 5.33% | 24:43 | 17:03 | 21:27 | 24:10 | 28:57 | 32:40 | 07:30 | 05:33 |
 | Shadow Demon | 4 | 28.57% | 97.3 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 28:22 | 15:55 | 15:55 | 22:17 | 25:44 | 49:31 | 09:49 | 07:16 |
 | Shadow Shaman | 2 | 40.00% | 95.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 30:30 | 29:29 | 29:29 | 31:31 | 31:31 | 31:31 | 02:02 | 01:30 |
 | Medusa | 7 | 36.84% | 94.5 | 85.71% | +52.38% | +14.29% | -35.71% | -6.13% | 33:33 | 23:22 | 27:57 | 31:57 | 36:06 | 50:38 | 08:09 | 06:02 |
 | Disruptor | 17 | 34.69% | 93.2 | 76.47% | +20.22% | +23.53% | -26.47% | -8.09% | 28:35 | 21:11 | 22:54 | 24:57 | 29:05 | 49:00 | 06:11 | 04:34 |
 | Elder Titan | 4 | 66.67% | 91.8 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 27:31 | 21:23 | 21:23 | 24:10 | 24:48 | 39:41 | 03:25 | 02:31 |
 | Riki | 13 | 25.00% | 90.4 | 76.92% | +12.82% | +23.08% | +23.08% | 0.00% | 32:34 | 24:55 | 28:31 | 31:47 | 34:49 | 39:46 | 06:18 | 04:40 |
 | Mirana | 48 | 53.93% | 89.0 | 62.50% | +1.52% | -20.83% | +4.17% | 2.18% | 28:59 | 16:29 | 22:33 | 27:46 | 34:00 | 46:16 | 11:27 | 08:28 |
 | Templar Assassin | 21 | 63.64% | 87.7 | 61.90% | +28.57% | +18.10% | -21.90% | -4.15% | 26:07 | 17:15 | 20:26 | 26:12 | 30:05 | 35:25 | 09:39 | 07:08 |
 | Earthshaker | 4 | 44.44% | 86.3 | 75.00% | +35.00% | +25.00% | +25.00% | 0.00% | 31:21 | 28:34 | 28:34 | 28:59 | 32:27 | 35:23 | 03:53 | 02:52 |
 | Tiny | 69 | 49.29% | 84.9 | 59.42% | +24.21% | +5.29% | -12.36% | -3.13% | 28:39 | 20:10 | 25:27 | 27:47 | 31:05 | 38:15 | 05:38 | 04:10 |
 | Lina | 25 | 32.47% | 83.6 | 64.00% | +15.92% | +2.67% | -14.00% | -3.23% | 24:38 | 15:14 | 21:45 | 24:28 | 26:55 | 35:43 | 05:10 | 03:49 |
 | Undying | 34 | 56.67% | 82.2 | 58.82% | +16.51% | -3.26% | +3.68% | 0.56% | 30:06 | 18:42 | 23:56 | 29:31 | 36:18 | 50:26 | 12:22 | 09:09 |
 | Treant Protector | 57 | 32.57% | 80.8 | 59.65% | +1.18% | +4.64% | -9.65% | -0.96% | 32:10 | 15:12 | 23:41 | 31:42 | 38:33 | 58:38 | 14:52 | 11:00 |
 | Magnus | 9 | 40.91% | 79.5 | 66.67% | +20.52% | -16.67% | -16.67% | 0.00% | 29:10 | 17:18 | 20:10 | 27:21 | 33:35 | 47:00 | 13:25 | 09:56 |
 | Clockwerk | 91 | 74.59% | 78.1 | 53.85% | -7.44% | +20.06% | -10.37% | -4.78% | 25:20 | 15:12 | 21:24 | 24:01 | 27:46 | 46:27 | 06:22 | 04:42 |
 | Crystal Maiden | 44 | 74.58% | 76.7 | 54.55% | +14.55% | +9.09% | -18.19% | -5.23% | 24:38 | 17:35 | 21:40 | 22:58 | 26:53 | 46:19 | 05:13 | 03:51 |
 | Ogre Magi | 1 | 33.33% | 75.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |
 | Luna | 1 | 33.33% | 74.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:01 | 30:01 | 30:01 | 30:01 | 30:01 | 30:01 | 00:00 | 00:00 |
 | Clinkz | 1 | 33.33% | 72.6 | 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 |
 | Warlock | 1 | 33.33% | 71.2 | 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 |
 | Drow Ranger | 42 | 95.45% | 69.9 | 50.00% | +50.00% | +13.64% | -30.00% | -9.96% | 17:39 | 12:23 | 14:53 | 16:45 | 19:16 | 36:02 | 04:23 | 03:14 |
 | Terrorblade | 19 | 46.34% | 68.5 | 57.89% | +21.53% | +22.11% | -17.89% | -4.28% | 31:04 | 22:59 | 25:06 | 31:18 | 34:27 | 42:20 | 09:21 | 06:55 |
 | Silencer | 65 | 82.28% | 67.1 | 50.77% | +0.77% | +11.73% | -25.77% | -5.49% | 25:11 | 15:18 | 21:29 | 24:36 | 28:19 | 38:50 | 06:50 | 05:03 |
 | Sniper | 20 | 95.24% | 65.8 | 50.00% | +50.00% | +10.00% | +10.00% | 0.00% | 20:08 | 15:33 | 16:41 | 19:30 | 21:31 | 28:10 | 04:50 | 03:34 |
 | Rubick | 143 | 61.37% | 64.4 | 46.15% | -1.63% | -1.71% | -4.48% | -0.36% | 23:43 | 15:19 | 18:43 | 20:34 | 26:22 | 1:07:45 | 07:39 | 05:40 |
 | Viper | 12 | 66.67% | 63.0 | 50.00% | -16.67% | +16.67% | +16.67% | 0.00% | 22:15 | 13:13 | 17:30 | 22:41 | 24:00 | 35:13 | 06:30 | 04:48 |
 | Outworld Destroyer | 7 | 46.67% | 61.6 | 57.14% | -30.36% | +42.86% | -57.14% | -25.97% | 19:14 | 12:38 | 13:05 | 14:22 | 16:56 | 33:16 | 03:51 | 02:51 |
 | Enchantress | 20 | 86.96% | 60.3 | 45.00% | +45.00% | -25.00% | +35.00% | 7.19% | 24:32 | 15:02 | 18:45 | 22:05 | 27:06 | 51:43 | 08:21 | 06:11 |
 | Batrider | 28 | 37.84% | 58.9 | 50.00% | -13.04% | +21.43% | -21.43% | -8.06% | 30:17 | 17:14 | 27:17 | 30:19 | 32:36 | 39:40 | 05:19 | 03:56 |
 | Beastmaster | 11 | 12.64% | 57.5 | 63.64% | +7.06% | +3.03% | +3.03% | 0.00% | 27:28 | 19:44 | 21:53 | 24:57 | 33:19 | 36:56 | 11:26 | 08:28 |
 | Keeper of the Light | 42 | 79.25% | 56.2 | 42.86% | -2.59% | +20.78% | -12.86% | -7.79% | 19:13 | 11:53 | 16:39 | 17:27 | 20:58 | 34:27 | 04:19 | 03:11 |
 | Shadow Fiend | 35 | 58.33% | 54.8 | 42.86% | +2.86% | +1.58% | +23.81% | 2.15% | 24:01 | 13:37 | 17:31 | 22:51 | 27:50 | 48:41 | 10:19 | 07:38 |
 | Sven | 5 | 29.41% | 53.4 | 60.00% | +10.00% | -60.00% | -60.00% | 0.00% | 23:50 | 20:24 | 20:24 | 23:30 | 23:51 | 29:26 | 03:27 | 02:33 |
 | Snapfire | 67 | 58.26% | 52.1 | 38.81% | +9.64% | -3.52% | +8.25% | 1.22% | 26:49 | 11:46 | 22:11 | 24:56 | 31:49 | 43:33 | 09:38 | 07:08 |
 | Dazzle | 2 | 66.67% | 50.7 | 50.00% | +50.00% | +50.00% | 0.00% | -8.52% | 24:42 | 21:46 | 21:46 | 27:38 | 27:38 | 27:38 | 05:52 | 04:20 |
 | Dark Willow | 5 | 25.00% | 49.3 | 60.00% | +20.00% | -60.00% | +40.00% | 14.49% | 24:17 | 19:35 | 19:35 | 25:21 | 26:29 | 28:26 | 06:54 | 05:06 |
 | Hoodwink | 39 | 44.83% | 47.9 | 41.03% | +1.45% | -1.03% | +8.97% | 1.00% | 27:20 | 16:19 | 21:43 | 28:03 | 31:44 | 41:05 | 10:01 | 07:25 |
 | Weaver | 3 | 23.08% | 46.6 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 27:58 | 17:23 | 17:23 | 30:20 | 36:11 | 36:11 | 18:48 | 13:55 |
 | Jakiro | 8 | 80.00% | 45.2 | 37.50% | -12.50% | +12.50% | -37.50% | -23.81% | 24:32 | 21:04 | 22:26 | 23:58 | 24:32 | 30:43 | 02:06 | 01:33 |
 | Centaur Warrunner | 7 | 16.28% | 43.8 | 57.14% | -6.75% | -7.14% | +42.86% | 0.00% | 26:31 | 20:41 | 21:21 | 24:25 | 26:49 | 41:19 | 05:28 | 04:02 |
 | Techies | 14 | 73.68% | 42.5 | 35.71% | -24.29% | -10.71% | -2.38% | 2.67% | 26:14 | 22:56 | 24:03 | 24:33 | 27:10 | 35:45 | 03:07 | 02:18 |
 | Nature's Prophet | 17 | 14.41% | 41.1 | 47.06% | -8.39% | +2.94% | -22.06% | -3.51% | 24:56 | 17:28 | 19:24 | 21:49 | 26:31 | 46:02 | 07:07 | 05:16 |
 | Omniknight | 5 | 62.50% | 39.7 | 40.00% | +6.67% | +60.00% | -40.00% | -7.15% | 36:21 | 27:54 | 27:54 | 32:01 | 41:53 | 49:26 | 13:59 | 10:21 |
 | Invoker | 3 | 12.50% | 38.4 | 66.67% | +4.77% | +33.33% | 0.00% | 0.00% | 24:16 | 17:15 | 17:15 | 27:14 | 28:20 | 28:20 | 11:05 | 08:12 |
 | Tusk | 19 | 12.34% | 37.0 | 42.11% | -3.08% | +37.89% | -42.11% | -11.85% | 30:23 | 17:00 | 25:59 | 30:27 | 32:44 | 46:00 | 06:45 | 05:00 |
 | Nyx Assassin | 3 | 75.00% | 35.6 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 29:18 | 20:39 | 20:39 | 29:12 | 38:02 | 38:02 | 17:23 | 12:52 |
 | Phoenix | 10 | 24.39% | 34.2 | 40.00% | -8.39% | -6.67% | +10.00% | 1.64% | 28:18 | 16:07 | 22:08 | 24:37 | 32:18 | 49:03 | 10:10 | 07:31 |
 | Dragon Knight | 1 | 4.55% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 00:00 | 00:00 |
 | Skywrath Mage | 12 | 54.55% | 31.5 | 25.00% | -35.00% | -25.00% | +8.33% | 9.13% | 25:19 | 18:22 | 22:05 | 23:05 | 25:44 | 42:53 | 03:39 | 02:42 |
 | Enigma | 1 | 2.17% | 30.1 | 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 |
 | Broodmother | 1 | 1.39% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 00:00 | 00:00 |
 | Morphling | 5 | 9.62% | 27.4 | 40.00% | +5.96% | +60.00% | -40.00% | 0.00% | 30:59 | 27:19 | 27:19 | 30:42 | 31:10 | 35:50 | 03:51 | 02:51 |
 | Death Prophet | 10 | 7.19% | 26.0 | 30.00% | -20.39% | +3.33% | +20.00% | 0.00% | 24:08 | 12:55 | 17:33 | 21:54 | 29:38 | 38:48 | 12:05 | 08:57 |
 | Monkey King | 2 | 6.25% | 24.7 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 26:15 | 15:47 | 15:47 | 36:43 | 36:43 | 36:43 | 20:56 | 15:30 |
 | Primal Beast | 2 | 2.99% | 23.3 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 46:57 | 44:16 | 44:16 | 49:37 | 49:37 | 49:37 | 05:21 | 03:57 |
 | Tidehunter | 3 | 8.82% | 21.9 | 33.33% | -31.19% | -33.33% | 0.00% | 0.00% | 35:45 | 28:01 | 28:01 | 32:36 | 46:39 | 46:39 | 18:38 | 13:48 |
 | Dark Seer | 6 | 30.00% | 20.5 | 16.67% | -61.90% | -16.67% | +83.33% | 0.00% | 34:21 | 23:45 | 30:02 | 33:52 | 39:33 | 44:32 | 09:31 | 07:02 |
 | Dawnbreaker | 5 | 13.16% | 19.2 | 20.00% | -19.39% | -20.00% | +80.00% | 0.00% | 29:33 | 22:45 | 22:45 | 28:04 | 34:49 | 35:52 | 12:04 | 08:56 |
 | Lion | 1 | 14.29% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 33.33% | 16.4 | 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 |
 | Winter Wyvern | 2 | 66.67% | 15.1 | 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 |
 | Chen | 1 | 25.00% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 4.17% | 12.3 | 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 |
 | Earth Spirit | 2 | 10.00% | 11.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 37:45 | 23:50 | 23:50 | 51:39 | 51:39 | 51:39 | 27:49 | 20:36 |
 | Sand King | 1 | 25.00% | 9.6 | 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 |
 | Pangolier | 4 | 4.71% | 8.2 | 0.00% | -38.27% | 0.00% | 0.00% | 0.00% | 31:08 | 30:18 | 30:18 | 30:46 | 31:18 | 32:08 | 01:00 | 00:44 |
 | Legion Commander | 3 | 16.67% | 6.8 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 40:59 | 33:43 | 33:43 | 34:13 | 55:01 | 55:01 | 21:18 | 15:46 |
 | Abaddon | 2 | 100.00% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:52 | 25:17 | 25:17 | 26:26 | 26:26 | 26:26 | 01:09 | 00:51 |
 | Venomancer | 1 | 100.00% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Bane | 1 | 33.33% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 00:00 | 00:00 |
 | Zeus | 2 | 8.33% | 1.4 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | 28:31 | 20:14 | 20:14 | 36:47 | 36:47 | 36:47 | 16:33 | 12:15 |