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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 | 2526 | 11.75% | 58.7 | 54.55% | +8.03% | +1.94% | -1.94% | -0.38% | 27:44 | 09:34 | 21:56 | 26:48 | 32:03 | 1:18:17 | 07:29 |
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 | 92 | 34.20% | 100.0 | 68.48% | +16.50% | +18.48% | -7.61% | -2.55% | 28:11 | 15:40 | 21:59 | 26:22 | 32:14 | 47:25 | 10:15 | 07:35 |
 | Templar Assassin | 60 | 29.85% | 98.9 | 70.00% | +24.61% | +10.00% | -16.67% | -2.22% | 29:57 | 16:55 | 24:06 | 29:10 | 36:07 | 51:30 | 12:01 | 08:54 |
 | Ogre Magi | 18 | 19.78% | 97.8 | 77.78% | +32.57% | -17.78% | -2.78% | 1.79% | 32:20 | 20:10 | 27:04 | 30:03 | 35:27 | 49:33 | 08:23 | 06:12 |
 | Disruptor | 15 | 13.27% | 96.7 | 80.00% | +28.98% | +20.00% | -5.00% | -3.45% | 29:54 | 20:38 | 24:03 | 27:20 | 31:18 | 1:04:57 | 07:15 | 05:22 |
 | Terrorblade | 25 | 10.92% | 95.7 | 76.00% | +22.08% | +7.33% | -26.00% | -3.24% | 32:26 | 23:05 | 26:12 | 33:01 | 36:30 | 41:33 | 10:18 | 07:37 |
 | Lion | 175 | 32.17% | 94.6 | 60.57% | +20.46% | +0.79% | -6.02% | -0.88% | 29:36 | 15:51 | 24:40 | 27:48 | 32:22 | 1:01:11 | 07:42 | 05:42 |
 | Sniper | 4 | 44.44% | 93.5 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 24:28 | 21:11 | 21:11 | 21:25 | 27:27 | 27:49 | 06:16 | 04:38 |
 | Nyx Assassin | 88 | 19.60% | 92.4 | 62.50% | +9.87% | -7.95% | -12.50% | -0.38% | 27:55 | 17:09 | 21:35 | 25:38 | 33:30 | 58:59 | 11:55 | 08:49 |
 | Witch Doctor | 47 | 25.68% | 91.3 | 63.83% | +21.18% | +11.17% | +11.17% | 0.00% | 30:32 | 20:17 | 23:11 | 28:20 | 35:25 | 47:10 | 12:14 | 09:03 |
 | Clockwerk | 98 | 37.84% | 90.2 | 59.18% | +8.87% | +12.82% | -25.85% | -3.56% | 28:23 | 16:13 | 22:14 | 26:44 | 33:06 | 50:23 | 10:52 | 08:02 |
 | Drow Ranger | 58 | 65.17% | 89.1 | 56.90% | +18.19% | -10.23% | -6.90% | 0.57% | 23:56 | 15:28 | 19:38 | 22:36 | 25:26 | 46:49 | 05:48 | 04:17 |
 | Tusk | 25 | 6.81% | 88.0 | 72.00% | +23.17% | -5.33% | -22.00% | -1.93% | 31:38 | 17:20 | 28:04 | 30:17 | 36:42 | 45:26 | 08:38 | 06:23 |
 | Oracle | 22 | 7.10% | 87.0 | 72.73% | +20.99% | +10.60% | +7.27% | -0.31% | 30:05 | 21:12 | 24:06 | 28:50 | 34:50 | 48:21 | 10:44 | 07:57 |
 | Keeper of the Light | 108 | 51.92% | 85.9 | 56.48% | +6.48% | -4.63% | -0.92% | 0.41% | 21:57 | 12:53 | 16:44 | 20:21 | 25:52 | 54:28 | 09:08 | 06:45 |
 | Snapfire | 90 | 25.64% | 84.8 | 58.89% | +9.46% | +15.02% | -8.89% | -2.25% | 28:24 | 15:26 | 21:21 | 26:13 | 32:00 | 60:05 | 10:39 | 07:53 |
 | Jakiro | 14 | 37.84% | 83.7 | 64.29% | +29.51% | +10.71% | -64.29% | -9.70% | 29:08 | 18:43 | 25:02 | 26:50 | 32:46 | 45:35 | 07:44 | 05:43 |
 | Ancient Apparition | 108 | 37.11% | 82.6 | 56.48% | +1.29% | +6.48% | -8.33% | -1.44% | 29:33 | 14:22 | 23:47 | 28:30 | 34:05 | 59:22 | 10:18 | 07:37 |
 | Medusa | 23 | 9.43% | 81.5 | 69.57% | +16.63% | +13.76% | -2.90% | -1.55% | 29:25 | 18:19 | 24:09 | 30:02 | 34:52 | 39:26 | 10:43 | 07:56 |
 | Centaur Warrunner | 30 | 9.62% | 80.4 | 66.67% | +17.02% | -16.67% | +19.04% | 4.14% | 26:47 | 18:14 | 23:05 | 24:26 | 31:43 | 42:19 | 08:38 | 06:23 |
 | Grimstroke | 72 | 15.75% | 79.3 | 58.33% | +17.81% | -2.77% | +2.78% | 0.55% | 27:31 | 14:36 | 22:00 | 27:08 | 32:02 | 46:00 | 10:02 | 07:25 |
 | Crystal Maiden | 52 | 35.62% | 78.3 | 55.77% | +16.41% | +5.77% | -9.62% | -1.73% | 28:28 | 17:10 | 23:06 | 27:04 | 32:01 | 48:47 | 08:55 | 06:36 |
 | Enchantress | 117 | 39.93% | 77.2 | 51.28% | -3.83% | -6.45% | +3.89% | 1.26% | 28:43 | 15:30 | 23:59 | 27:52 | 32:13 | 1:18:17 | 08:14 | 06:05 |
 | Winter Wyvern | 20 | 11.36% | 76.1 | 65.00% | +17.56% | -5.00% | +15.00% | 2.51% | 33:08 | 20:02 | 26:55 | 32:26 | 34:53 | 52:50 | 07:58 | 05:54 |
 | Viper | 91 | 46.43% | 75.0 | 50.55% | -0.88% | +10.32% | +5.97% | -0.36% | 25:22 | 13:25 | 18:21 | 25:19 | 30:18 | 47:16 | 11:57 | 08:51 |
 | Abaddon | 46 | 15.54% | 73.9 | 56.52% | +9.32% | +10.15% | -20.16% | -4.48% | 29:22 | 16:56 | 24:14 | 29:01 | 31:00 | 54:59 | 06:46 | 05:00 |
 | Shadow Demon | 22 | 16.67% | 72.8 | 59.09% | +12.73% | +7.58% | +0.91% | -0.59% | 31:39 | 16:52 | 25:32 | 30:51 | 36:51 | 50:37 | 11:19 | 08:22 |
 | Luna | 43 | 22.28% | 71.7 | 53.49% | +7.49% | +19.24% | +1.06% | -1.93% | 32:34 | 17:38 | 27:00 | 32:13 | 36:25 | 54:54 | 09:25 | 06:58 |
 | Lina | 53 | 20.46% | 70.7 | 52.83% | +6.23% | +8.71% | +8.71% | 0.00% | 27:41 | 10:57 | 22:45 | 26:11 | 31:30 | 47:14 | 08:45 | 06:28 |
 | Slardar | 6 | 4.92% | 69.6 | 83.33% | +26.43% | +16.67% | +16.67% | 0.00% | 25:53 | 19:06 | 19:37 | 22:30 | 30:20 | 37:23 | 10:43 | 07:56 |
 | Mirana | 73 | 20.68% | 68.5 | 50.68% | -1.46% | +4.88% | +4.88% | 0.00% | 28:49 | 15:45 | 22:34 | 28:02 | 32:52 | 60:17 | 10:18 | 07:37 |
 | Phoenix | 38 | 8.24% | 67.4 | 55.26% | +1.36% | +4.74% | -21.93% | -3.29% | 25:01 | 14:43 | 20:25 | 22:48 | 28:31 | 1:02:12 | 08:06 | 06:00 |
 | Rubick | 61 | 20.20% | 66.3 | 49.18% | +6.86% | +17.49% | -2.51% | -3.02% | 28:13 | 16:41 | 24:07 | 28:21 | 30:44 | 44:04 | 06:37 | 04:54 |
 | Chen | 4 | 14.29% | 65.2 | 75.00% | +16.67% | -75.00% | +25.00% | 0.00% | 21:44 | 18:34 | 18:34 | 20:16 | 22:37 | 25:30 | 04:03 | 03:00 |
 | Weaver | 3 | 2.78% | 64.1 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 22:38 | 18:31 | 18:31 | 21:45 | 27:39 | 27:39 | 09:08 | 06:45 |
 | Batrider | 52 | 24.07% | 63.0 | 46.15% | -2.63% | +23.08% | -23.07% | -4.32% | 28:12 | 16:13 | 22:40 | 27:02 | 33:21 | 47:12 | 10:41 | 07:54 |
 | Earthshaker | 33 | 19.88% | 62.0 | 48.48% | -11.67% | +14.02% | -23.48% | -4.71% | 32:31 | 16:25 | 27:47 | 32:28 | 35:45 | 51:35 | 07:58 | 05:54 |
 | Invoker | 32 | 13.85% | 60.9 | 50.00% | -5.28% | +25.00% | -50.00% | -7.67% | 22:38 | 10:34 | 18:01 | 19:59 | 27:48 | 38:43 | 09:47 | 07:14 |
 | Hoodwink | 39 | 23.64% | 59.8 | 46.15% | -7.82% | -6.15% | -6.15% | 0.00% | 27:46 | 16:40 | 23:11 | 26:16 | 30:26 | 60:00 | 07:15 | 05:22 |
 | Lich | 5 | 26.32% | 58.7 | 60.00% | +17.14% | -60.00% | +40.00% | 8.96% | 28:27 | 20:41 | 20:41 | 27:09 | 31:51 | 37:23 | 11:10 | 08:16 |
 | Sand King | 21 | 11.67% | 57.6 | 52.38% | +4.58% | +7.62% | -12.38% | -2.71% | 24:17 | 16:11 | 19:34 | 23:06 | 26:57 | 37:44 | 07:23 | 05:28 |
 | Tidehunter | 39 | 13.04% | 56.5 | 46.15% | -6.93% | +13.85% | +13.85% | 0.00% | 24:21 | 12:41 | 20:16 | 23:28 | 27:39 | 38:34 | 07:23 | 05:28 |
 | Magnus | 24 | 19.51% | 55.4 | 45.83% | -11.75% | +4.17% | +20.84% | 2.18% | 24:16 | 17:25 | 19:27 | 23:34 | 27:05 | 37:43 | 07:38 | 05:39 |
 | Undying | 30 | 22.22% | 54.3 | 43.33% | +8.09% | +6.67% | -14.76% | -2.70% | 30:45 | 19:35 | 27:11 | 30:22 | 35:07 | 39:52 | 07:56 | 05:52 |
 | Venomancer | 51 | 52.58% | 53.3 | 35.29% | -21.23% | +18.56% | -12.21% | -4.08% | 20:12 | 09:34 | 15:48 | 18:16 | 23:21 | 47:25 | 07:33 | 05:35 |
 | Treant Protector | 17 | 15.18% | 52.2 | 47.06% | +1.80% | +2.94% | +2.94% | 0.00% | 27:37 | 15:32 | 22:40 | 26:23 | 28:13 | 42:39 | 05:33 | 04:06 |
 | Silencer | 4 | 40.00% | 51.1 | 50.00% | -16.67% | -50.00% | -50.00% | 0.00% | 28:25 | 16:25 | 16:25 | 27:47 | 29:44 | 39:43 | 13:19 | 09:51 |
 | Alchemist | 6 | 5.36% | 50.0 | 66.67% | +20.44% | +33.33% | +33.33% | 0.00% | 21:14 | 15:30 | 17:39 | 20:23 | 24:04 | 27:36 | 06:25 | 04:45 |
 | Nature's Prophet | 8 | 3.96% | 48.9 | 62.50% | +11.47% | +37.50% | -12.50% | 0.00% | 34:19 | 16:41 | 24:27 | 33:44 | 36:45 | 52:34 | 12:18 | 09:06 |
 | Puck | 17 | 2.67% | 47.8 | 52.94% | -1.34% | -2.94% | -27.94% | 0.00% | 22:18 | 14:40 | 15:48 | 21:46 | 26:07 | 35:29 | 10:19 | 07:38 |
 | Outworld Destroyer | 29 | 25.22% | 46.7 | 37.93% | -5.09% | +4.93% | +4.93% | 0.00% | 20:06 | 11:51 | 17:19 | 19:34 | 22:24 | 32:25 | 05:05 | 03:45 |
 | Skywrath Mage | 11 | 19.64% | 45.7 | 45.45% | +16.56% | -12.12% | +21.22% | 2.31% | 32:59 | 20:34 | 23:59 | 27:38 | 38:25 | 58:29 | 14:26 | 10:41 |
 | Mars | 5 | 0.85% | 44.6 | 80.00% | +32.75% | -80.00% | +20.00% | 0.00% | 27:05 | 21:27 | 21:27 | 24:49 | 31:49 | 32:53 | 10:22 | 07:40 |
 | Pudge | 4 | 30.77% | 43.5 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 27:40 | 21:48 | 21:48 | 27:44 | 29:14 | 31:52 | 07:26 | 05:30 |
 | Dazzle | 7 | 31.82% | 42.4 | 42.86% | -3.81% | +7.14% | +7.14% | 0.00% | 23:47 | 17:59 | 18:32 | 24:06 | 24:24 | 30:43 | 05:52 | 04:20 |
 | Axe | 9 | 4.39% | 41.3 | 55.56% | +13.72% | -5.56% | -5.56% | 0.00% | 24:19 | 20:00 | 20:17 | 21:50 | 25:12 | 34:34 | 04:55 | 03:38 |
 | Enigma | 2 | 1.71% | 40.2 | 100.00% | +50.43% | 0.00% | 0.00% | 0.00% | 29:58 | 28:03 | 28:03 | 31:52 | 31:52 | 31:52 | 03:49 | 02:49 |
 | Death Prophet | 14 | 3.67% | 39.1 | 50.00% | -1.23% | -25.00% | -50.00% | 0.00% | 28:12 | 20:40 | 22:15 | 25:19 | 34:34 | 36:06 | 12:19 | 09:07 |
 | Bounty Hunter | 10 | 26.32% | 38.0 | 40.00% | -6.43% | -40.00% | +60.00% | 21.82% | 23:31 | 18:50 | 20:17 | 22:10 | 24:52 | 31:11 | 04:35 | 03:23 |
 | Leshrac | 9 | 3.16% | 37.0 | 55.56% | +8.10% | -5.56% | -55.56% | 0.00% | 23:41 | 10:52 | 16:12 | 17:23 | 20:37 | 1:03:19 | 04:25 | 03:16 |
 | Warlock | 23 | 20.54% | 35.9 | 34.78% | -16.91% | -1.45% | +15.22% | 1.93% | 28:24 | 18:54 | 22:57 | 27:06 | 31:34 | 47:53 | 08:37 | 06:22 |
 | Arc Warden | 15 | 34.88% | 34.8 | 33.33% | -5.96% | -33.33% | +16.67% | 6.91% | 29:52 | 22:56 | 26:12 | 28:51 | 33:26 | 38:37 | 07:14 | 05:21 |
 | Omniknight | 4 | 17.39% | 33.7 | 50.00% | -2.63% | -50.00% | -50.00% | 0.00% | 32:15 | 20:23 | 20:23 | 27:37 | 32:05 | 48:55 | 11:42 | 08:40 |
 | Tiny | 64 | 18.88% | 32.6 | 26.56% | -25.44% | +17.19% | +4.69% | -2.48% | 27:49 | 18:26 | 25:19 | 27:53 | 30:22 | 39:52 | 05:03 | 03:44 |
 | Beastmaster | 8 | 2.94% | 31.5 | 50.00% | -8.33% | 0.00% | -50.00% | 0.00% | 27:58 | 20:51 | 22:58 | 26:38 | 29:09 | 39:09 | 06:11 | 04:34 |
 | Gyrocopter | 17 | 9.50% | 30.4 | 35.29% | -9.77% | +14.71% | +14.71% | 0.00% | 24:54 | 13:36 | 19:39 | 25:08 | 28:53 | 37:51 | 09:14 | 06:50 |
 | Zeus | 1 | 4.00% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 00:00 | 00:00 |
 | Techies | 6 | 37.50% | 28.3 | 33.33% | -16.67% | +16.67% | -33.33% | 0.00% | 30:50 | 16:43 | 29:41 | 29:44 | 31:45 | 45:27 | 02:04 | 01:31 |
 | Dragon Knight | 5 | 1.86% | 27.2 | 60.00% | +10.38% | +40.00% | +40.00% | 0.00% | 26:46 | 18:38 | 18:38 | 28:41 | 29:06 | 35:12 | 10:28 | 07:45 |
 | Dark Willow | 9 | 4.79% | 26.1 | 44.44% | -5.84% | +55.56% | +5.56% | 0.00% | 35:18 | 20:50 | 21:26 | 31:08 | 44:06 | 1:07:33 | 22:40 | 16:47 |
 | Windranger | 3 | 3.00% | 25.0 | 66.67% | +16.15% | +33.33% | 0.00% | 0.00% | 32:45 | 31:04 | 31:04 | 33:14 | 33:56 | 33:56 | 02:52 | 02:07 |
 | Earth Spirit | 16 | 3.88% | 23.9 | 37.50% | -7.20% | -12.50% | -12.50% | 0.00% | 29:45 | 17:54 | 24:29 | 26:47 | 33:19 | 47:31 | 08:50 | 06:32 |
 | Underlord | 11 | 8.80% | 22.8 | 36.36% | -11.89% | -3.03% | -3.03% | 0.00% | 28:04 | 17:36 | 19:18 | 27:28 | 30:25 | 47:36 | 11:07 | 08:14 |
 | Io | 3 | 2.10% | 21.7 | 66.67% | +10.96% | +33.33% | 0.00% | 0.00% | 25:21 | 23:58 | 23:58 | 24:11 | 27:54 | 27:54 | 03:56 | 02:54 |
 | Legion Commander | 3 | 2.01% | 20.7 | 66.67% | +21.46% | +33.33% | 0.00% | 0.00% | 42:48 | 22:14 | 22:14 | 44:43 | 1:01:26 | 1:01:26 | 39:12 | 29:02 |
 | Naga Siren | 1 | 2.44% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 |
 | Necrophos | 5 | 11.63% | 18.5 | 40.00% | -20.53% | +60.00% | -40.00% | 0.00% | 18:09 | 10:50 | 10:50 | 17:33 | 22:09 | 24:44 | 11:19 | 08:22 |
 | Pugna | 11 | 23.40% | 17.4 | 27.27% | -11.62% | +6.06% | -27.27% | -11.83% | 19:03 | 11:03 | 17:41 | 19:38 | 20:30 | 24:32 | 02:49 | 02:05 |
 | Dark Seer | 4 | 2.27% | 16.3 | 50.00% | +0.58% | +50.00% | +50.00% | 0.00% | 30:30 | 21:36 | 21:36 | 30:53 | 34:40 | 34:49 | 13:04 | 09:40 |
 | Shadow Shaman | 9 | 3.75% | 15.2 | 33.33% | -14.29% | -33.33% | +66.67% | 0.00% | 28:15 | 22:12 | 23:00 | 29:13 | 31:01 | 34:06 | 08:01 | 05:56 |
 | Morphling | 1 | 0.39% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |
 | Vengeful Spirit | 3 | 20.00% | 13.0 | 33.33% | -25.00% | -33.33% | 0.00% | 0.00% | 26:08 | 21:19 | 21:19 | 27:36 | 29:29 | 29:29 | 08:10 | 06:02 |
 | Pangolier | 1 | 0.33% | 12.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Bane | 3 | 12.50% | 10.9 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 41:05 | 27:09 | 27:09 | 42:19 | 53:47 | 53:47 | 26:38 | 19:43 |
 | Kunkka | 2 | 1.75% | 9.8 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 26:08 | 13:54 | 13:54 | 38:22 | 38:22 | 38:22 | 24:28 | 18:07 |
 | Razor | 2 | 1.56% | 8.7 | 50.00% | -8.73% | +50.00% | 0.00% | 0.00% | 12:40 | 11:19 | 11:19 | 14:01 | 14:01 | 14:01 | 02:42 | 02:00 |
 | Bloodseeker | 6 | 3.30% | 7.6 | 16.67% | -31.63% | +33.33% | -16.67% | 0.00% | 21:14 | 13:32 | 16:36 | 17:28 | 27:39 | 30:51 | 11:03 | 08:11 |
 | Visage | 1 | 4.55% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 00:00 | 00:00 |
 | Void Spirit | 5 | 1.01% | 5.4 | 0.00% | -46.63% | 0.00% | 0.00% | 0.00% | 23:17 | 17:48 | 17:48 | 21:18 | 23:25 | 33:07 | 05:37 | 04:09 |
 | Shadow Fiend | 2 | 4.35% | 4.3 | 0.00% | -47.73% | 0.00% | 0.00% | 0.00% | 36:32 | 34:22 | 34:22 | 38:42 | 38:42 | 38:42 | 04:20 | 03:12 |
 | Doom | 1 | 0.62% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 0.88% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 00:00 | 00:00 |
 | Brewmaster | 1 | 1.19% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 00:00 | 00:00 |