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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 | 1745 | 28.56% | 75.8 | 55.70% | +18.09% | +5.54% | -6.16% | -1.19% | 26:23 | 09:44 | 20:55 | 25:04 | 30:47 | 1:04:05 | 07:18 |
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 | |
 | Lion | 5 | 41.67% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 25:41 | 18:08 | 18:08 | 25:57 | 28:49 | 32:32 | 10:41 | 07:54 |
 | Templar Assassin | 26 | 60.47% | 98.8 | 80.77% | +51.36% | +4.94% | -30.77% | -3.38% | 29:05 | 16:23 | 23:18 | 25:49 | 33:51 | 59:04 | 10:33 | 07:48 |
 | Pugna | 9 | 64.29% | 97.7 | 77.78% | +57.78% | -27.78% | -27.78% | 0.00% | 21:51 | 14:01 | 14:46 | 23:47 | 24:03 | 32:10 | 09:17 | 06:52 |
 | Disruptor | 52 | 53.06% | 96.5 | 73.08% | +33.95% | +11.54% | -11.54% | -2.88% | 27:15 | 18:35 | 21:44 | 25:13 | 29:45 | 56:18 | 08:01 | 05:56 |
 | Nyx Assassin | 6 | 35.29% | 95.3 | 83.33% | +37.88% | -33.33% | +16.67% | 2.62% | 32:31 | 20:38 | 20:43 | 32:27 | 39:49 | 46:10 | 19:06 | 14:08 |
 | Keeper of the Light | 23 | 58.97% | 94.2 | 69.57% | +19.57% | +30.43% | -2.90% | -4.43% | 19:11 | 09:44 | 15:22 | 17:20 | 22:53 | 33:30 | 07:31 | 05:34 |
 | Snapfire | 82 | 50.62% | 93.0 | 62.20% | +14.70% | +9.23% | +2.80% | -0.70% | 26:26 | 15:14 | 21:15 | 25:04 | 30:26 | 48:51 | 09:11 | 06:48 |
 | Tiny | 103 | 43.83% | 91.9 | 62.14% | +14.41% | +10.94% | -15.99% | -4.81% | 28:18 | 18:24 | 25:24 | 27:44 | 31:00 | 42:39 | 05:36 | 04:08 |
 | Riki | 32 | 34.78% | 90.7 | 65.63% | +10.63% | +21.87% | -28.13% | -8.02% | 34:26 | 23:25 | 31:16 | 33:56 | 37:30 | 46:48 | 06:14 | 04:37 |
 | Elder Titan | 8 | 72.73% | 89.5 | 62.50% | +29.17% | +37.50% | -12.50% | -7.43% | 25:55 | 19:24 | 19:39 | 24:08 | 26:23 | 35:47 | 06:44 | 04:59 |
 | Sniper | 44 | 86.27% | 88.4 | 56.82% | +13.96% | -2.27% | -2.27% | 0.00% | 20:58 | 14:57 | 17:42 | 18:30 | 22:27 | 42:22 | 04:45 | 03:31 |
 | Treant Protector | 92 | 38.17% | 87.2 | 59.78% | +11.46% | +5.44% | -7.61% | -1.23% | 30:27 | 16:51 | 24:15 | 29:34 | 34:51 | 1:01:19 | 10:36 | 07:51 |
 | Viper | 15 | 68.18% | 86.0 | 60.00% | +31.43% | +15.00% | -10.00% | -2.30% | 21:14 | 10:09 | 14:31 | 20:53 | 25:22 | 33:03 | 10:51 | 08:02 |
 | Rubick | 202 | 64.13% | 84.9 | 55.94% | +18.77% | +10.73% | -3.94% | -1.74% | 24:47 | 13:34 | 19:14 | 22:33 | 27:40 | 57:48 | 08:26 | 06:14 |
 | Undying | 79 | 58.96% | 83.7 | 56.96% | +15.14% | +13.04% | -11.96% | -2.41% | 28:51 | 17:07 | 22:12 | 27:15 | 32:35 | 1:04:05 | 10:23 | 07:41 |
 | Enchantress | 44 | 69.84% | 82.6 | 56.82% | +19.98% | +15.91% | +6.82% | -0.97% | 22:31 | 12:50 | 17:17 | 22:06 | 26:41 | 35:47 | 09:24 | 06:57 |
 | Lina | 69 | 43.40% | 81.4 | 57.97% | +2.41% | +24.38% | -16.79% | -4.41% | 25:03 | 13:44 | 20:18 | 23:56 | 29:38 | 41:50 | 09:20 | 06:54 |
 | Silencer | 62 | 69.66% | 80.2 | 54.84% | +21.51% | +1.41% | -8.17% | -1.33% | 26:06 | 16:16 | 22:11 | 25:32 | 29:23 | 39:22 | 07:12 | 05:20 |
 | Clockwerk | 87 | 66.41% | 79.1 | 52.87% | +0.60% | +1.68% | -21.05% | -2.96% | 25:04 | 15:36 | 20:17 | 23:51 | 27:57 | 42:58 | 07:40 | 05:40 |
 | Omniknight | 6 | 42.86% | 77.9 | 66.67% | -8.33% | +33.33% | +33.33% | 0.00% | 34:18 | 17:41 | 22:38 | 30:23 | 38:39 | 58:10 | 16:01 | 11:51 |
 | Luna | 9 | 75.00% | 76.7 | 55.56% | -11.11% | -55.56% | -5.56% | 16.67% | 23:15 | 18:25 | 19:43 | 22:28 | 22:43 | 37:42 | 03:00 | 02:13 |
 | Crystal Maiden | 73 | 72.28% | 75.6 | 52.05% | +23.48% | +20.17% | -7.61% | -5.29% | 25:00 | 15:12 | 21:58 | 24:06 | 27:13 | 40:20 | 05:15 | 03:53 |
 | Batrider | 36 | 30.00% | 74.4 | 58.33% | +7.14% | -2.77% | -13.89% | -1.15% | 27:51 | 17:27 | 22:00 | 27:30 | 31:42 | 43:37 | 09:42 | 07:11 |
 | Skywrath Mage | 8 | 42.11% | 73.3 | 62.50% | +17.05% | +37.50% | -62.50% | -36.81% | 25:27 | 16:49 | 22:23 | 24:16 | 25:06 | 33:10 | 02:43 | 02:00 |
 | Tusk | 35 | 15.15% | 72.1 | 60.00% | +18.67% | -15.56% | -15.56% | 0.00% | 34:45 | 18:53 | 27:30 | 32:57 | 39:38 | 1:01:18 | 12:08 | 08:59 |
 | Drow Ranger | 77 | 93.90% | 70.9 | 48.05% | +28.05% | +20.37% | -27.00% | -9.83% | 18:41 | 13:20 | 15:35 | 18:04 | 20:24 | 34:07 | 04:49 | 03:34 |
 | Shadow Fiend | 30 | 51.72% | 69.8 | 53.33% | +14.04% | +21.67% | -10.47% | -3.86% | 26:03 | 14:49 | 20:30 | 23:49 | 28:50 | 46:33 | 08:20 | 06:10 |
 | Dark Willow | 8 | 38.10% | 68.6 | 62.50% | +8.65% | +37.50% | -12.50% | -7.65% | 31:01 | 19:39 | 28:03 | 33:10 | 34:35 | 35:23 | 06:32 | 04:50 |
 | Tidehunter | 7 | 17.07% | 67.4 | 71.43% | +18.49% | -21.43% | +28.57% | 0.00% | 28:31 | 21:02 | 23:15 | 25:56 | 27:25 | 38:49 | 04:10 | 03:05 |
 | Magnus | 23 | 44.23% | 66.3 | 52.17% | +24.58% | -18.84% | +14.50% | 6.92% | 24:35 | 16:54 | 21:04 | 23:39 | 25:53 | 40:36 | 04:49 | 03:34 |
 | Zeus | 5 | 10.20% | 65.1 | 80.00% | +39.09% | +20.00% | +20.00% | 0.00% | 26:08 | 21:38 | 21:38 | 22:20 | 25:25 | 39:35 | 03:47 | 02:48 |
 | Mirana | 82 | 52.56% | 64.0 | 46.34% | -5.01% | +6.04% | -1.34% | -0.82% | 26:19 | 14:51 | 21:28 | 25:19 | 30:27 | 43:34 | 08:59 | 06:39 |
 | Abaddon | 5 | 41.67% | 62.8 | 60.00% | +31.43% | +40.00% | +40.00% | 0.00% | 35:24 | 27:15 | 27:15 | 37:35 | 37:50 | 42:55 | 10:35 | 07:50 |
 | Morphling | 9 | 13.04% | 61.6 | 66.67% | +15.00% | +33.33% | -16.67% | 0.00% | 27:37 | 19:29 | 21:47 | 26:58 | 31:21 | 38:32 | 09:34 | 07:05 |
 | Underlord | 4 | 17.39% | 60.5 | 75.00% | +32.89% | +25.00% | +25.00% | 0.00% | 29:54 | 25:38 | 25:38 | 26:40 | 26:47 | 40:30 | 01:09 | 00:51 |
 | Terrorblade | 24 | 36.36% | 59.3 | 50.00% | -2.38% | +16.67% | -16.67% | -3.66% | 30:59 | 19:41 | 26:05 | 30:25 | 35:11 | 44:31 | 09:06 | 06:44 |
 | Centaur Warrunner | 17 | 30.91% | 58.1 | 52.94% | +5.57% | +22.06% | -2.94% | -3.39% | 23:47 | 16:33 | 18:30 | 22:05 | 25:53 | 36:15 | 07:23 | 05:28 |
 | Oracle | 1 | 20.00% | 57.0 | 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 |
 | Bounty Hunter | 7 | 77.78% | 55.8 | 42.86% | -57.14% | +7.14% | -42.86% | -14.15% | 20:17 | 16:21 | 18:35 | 19:35 | 22:07 | 24:39 | 03:32 | 02:37 |
 | Phoenix | 31 | 35.63% | 54.7 | 45.16% | -3.05% | -7.66% | -20.16% | -1.05% | 27:00 | 17:06 | 19:49 | 28:42 | 31:43 | 44:19 | 11:54 | 08:48 |
 | Sven | 4 | 10.81% | 53.5 | 75.00% | +44.70% | +25.00% | +25.00% | 0.00% | 30:55 | 18:31 | 18:31 | 29:46 | 31:32 | 43:49 | 13:01 | 09:38 |
 | Death Prophet | 14 | 8.19% | 52.3 | 57.14% | +8.10% | -32.14% | +9.53% | 0.00% | 26:57 | 15:07 | 23:03 | 25:12 | 28:36 | 44:49 | 05:33 | 04:06 |
 | Earthshaker | 8 | 34.78% | 51.2 | 50.00% | -10.00% | 0.00% | 0.00% | 0.00% | 29:22 | 21:24 | 24:50 | 28:39 | 31:38 | 36:46 | 06:48 | 05:02 |
 | Nature's Prophet | 22 | 11.52% | 50.0 | 50.00% | -3.85% | 0.00% | -10.00% | -0.87% | 28:43 | 17:31 | 22:53 | 25:17 | 34:26 | 54:47 | 11:33 | 08:33 |
 | Ancient Apparition | 3 | 100.00% | 48.8 | 33.33% | +33.33% | -33.33% | 0.00% | 3.20% | 25:22 | 18:37 | 18:37 | 28:28 | 29:02 | 29:02 | 10:25 | 07:42 |
 | Techies | 17 | 48.57% | 47.7 | 41.18% | +2.29% | +58.82% | -16.18% | -9.09% | 25:43 | 16:37 | 20:04 | 24:17 | 28:19 | 41:31 | 08:15 | 06:06 |
 | Hoodwink | 46 | 50.00% | 46.5 | 36.96% | -4.34% | +13.04% | +8.49% | -0.48% | 25:57 | 15:58 | 21:06 | 26:05 | 30:33 | 41:11 | 09:27 | 07:00 |
 | Puck | 2 | 3.03% | 45.3 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 24:41 | 18:44 | 18:44 | 30:37 | 30:37 | 30:37 | 11:53 | 08:48 |
 | Chen | 1 | 12.50% | 44.2 | 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 |
 | Mars | 2 | 2.67% | 43.0 | 100.00% | +65.75% | 0.00% | 0.00% | 0.00% | 24:22 | 17:07 | 17:07 | 31:37 | 31:37 | 31:37 | 14:30 | 10:44 |
 | Warlock | 2 | 50.00% | 41.9 | 50.00% | -50.00% | +50.00% | 0.00% | -9.77% | 22:12 | 19:38 | 19:38 | 24:45 | 24:45 | 24:45 | 05:07 | 03:47 |
 | Marci | 2 | 2.47% | 40.7 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 21:40 | 20:55 | 20:55 | 22:24 | 22:24 | 22:24 | 01:29 | 01:05 |
 | Venomancer | 5 | 55.56% | 39.5 | 40.00% | -10.00% | -40.00% | +60.00% | 12.07% | 23:06 | 17:01 | 17:01 | 22:54 | 25:18 | 27:36 | 08:17 | 06:08 |
 | Jakiro | 9 | 60.00% | 38.4 | 33.33% | 0.00% | +16.67% | +16.67% | 0.00% | 28:12 | 18:56 | 19:07 | 24:32 | 29:06 | 47:04 | 09:59 | 07:23 |
 | Io | 1 | 5.26% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 4.35% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Invoker | 4 | 11.76% | 34.9 | 50.00% | +3.33% | +50.00% | -50.00% | 0.00% | 19:23 | 14:23 | 14:23 | 19:16 | 21:38 | 22:13 | 07:15 | 05:22 |
 | Pangolier | 10 | 6.85% | 33.7 | 40.00% | -17.35% | +26.67% | +10.00% | 0.00% | 31:59 | 20:05 | 29:34 | 31:22 | 35:41 | 41:26 | 06:07 | 04:31 |
 | Timbersaw | 1 | 1.79% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 00:00 | 00:00 |
 | Outworld Destroyer | 2 | 16.67% | 31.4 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 14:14 | 11:02 | 11:02 | 17:25 | 17:25 | 17:25 | 06:23 | 04:43 |
 | Monkey King | 1 | 1.61% | 30.2 | 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 |
 | Enigma | 1 | 1.41% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 00:00 | 00:00 |
 | Lich | 3 | 33.33% | 27.9 | 33.33% | +16.66% | +66.67% | 0.00% | -9.09% | 31:31 | 27:16 | 27:16 | 32:40 | 34:36 | 34:36 | 07:20 | 05:25 |
 | Beastmaster | 5 | 5.62% | 26.7 | 40.00% | -5.24% | -40.00% | -40.00% | 0.00% | 32:11 | 23:18 | 23:18 | 26:50 | 31:33 | 53:43 | 08:15 | 06:06 |
 | Legion Commander | 2 | 8.33% | 25.6 | 50.00% | +31.82% | -50.00% | 0.00% | 0.00% | 25:17 | 22:13 | 22:13 | 28:21 | 28:21 | 28:21 | 06:08 | 04:32 |
 | Shadow Demon | 9 | 28.13% | 24.4 | 22.22% | -25.61% | +27.78% | -22.22% | 0.00% | 27:03 | 18:33 | 19:54 | 24:21 | 27:49 | 43:22 | 07:55 | 05:51 |
 | Ogre Magi | 5 | 41.67% | 23.3 | 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 |
 | Dark Seer | 3 | 6.98% | 22.1 | 33.33% | -11.67% | -33.33% | 0.00% | 0.00% | 24:45 | 21:07 | 21:07 | 25:07 | 28:02 | 28:02 | 06:55 | 05:07 |
 | Broodmother | 3 | 3.09% | 20.9 | 33.33% | -26.24% | -33.33% | 0.00% | 0.00% | 30:27 | 23:30 | 23:30 | 25:29 | 42:23 | 42:23 | 18:53 | 13:59 |
 | Ember Spirit | 1 | 0.64% | 19.8 | 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 |
 | Medusa | 1 | 14.29% | 18.6 | 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 |
 | Windranger | 1 | 12.50% | 17.4 | 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 |
 | Spirit Breaker | 1 | 3.57% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 2.63% | 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 | 3.33% | 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 |
 | Necrophos | 1 | 50.00% | 12.8 | 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 |
 | Dazzle | 1 | 20.00% | 11.6 | 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 |
 | Dragon Knight | 1 | 2.08% | 10.5 | 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 |
 | Primal Beast | 1 | 1.14% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 00:00 | 00:00 |
 | Leshrac | 1 | 1.03% | 8.1 | 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 |
 | Dawnbreaker | 1 | 3.13% | 7.0 | 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 |
 | Doom | 1 | 1.43% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 00:00 | 00:00 |
 | Grimstroke | 1 | 16.67% | 4.7 | 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 |
 | Naga Siren | 1 | 1.35% | 3.5 | 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 |
 | Arc Warden | 1 | 14.29% | 2.3 | 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 |
 | Bane | 4 | 28.57% | 1.2 | 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 |