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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 | |
 | Ghost Scepter | 728 | 7.90% | 38.0 | 52.20% | +4.01% | -1.65% | -3.85% | -0.18% | 28:27 | 06:47 | 22:17 | 27:29 | 34:30 | 1:07:35 | 09:02 |
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 | |
 | Meepo | 3 | 100.00% | 100.0 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 09:42 | 06:47 | 06:47 | 10:42 | 11:37 | 11:37 | 04:50 | 03:34 |
 | Elder Titan | 10 | 10.20% | 98.7 | 90.00% | +33.18% | +10.00% | +10.00% | 0.00% | 32:09 | 20:28 | 21:32 | 26:06 | 41:22 | 54:59 | 19:50 | 14:41 |
 | Shadow Demon | 4 | 9.09% | 97.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:44 | 25:54 | 25:54 | 35:02 | 35:54 | 42:07 | 10:00 | 07:24 |
 | Witch Doctor | 21 | 18.10% | 96.1 | 71.43% | +26.17% | +8.57% | -11.43% | -2.51% | 27:07 | 17:44 | 22:19 | 26:32 | 30:18 | 40:06 | 07:59 | 05:54 |
 | Phoenix | 12 | 6.12% | 94.8 | 83.33% | +19.20% | -16.66% | -16.66% | 0.00% | 30:50 | 16:33 | 20:40 | 28:15 | 40:38 | 47:22 | 19:58 | 14:47 |
 | Lion | 15 | 14.02% | 93.5 | 73.33% | +28.76% | +26.67% | -23.33% | -6.58% | 30:39 | 18:17 | 25:05 | 29:03 | 32:41 | 55:04 | 07:36 | 05:37 |
 | Morphling | 75 | 64.10% | 92.2 | 54.67% | +16.57% | -12.56% | +3.22% | 2.24% | 19:36 | 09:10 | 15:39 | 19:25 | 22:42 | 38:22 | 07:03 | 05:13 |
 | Crystal Maiden | 23 | 18.70% | 90.9 | 65.22% | +25.22% | +1.45% | -15.22% | -1.66% | 28:14 | 14:15 | 22:27 | 25:47 | 32:29 | 46:20 | 10:02 | 07:25 |
 | Tiny | 12 | 23.53% | 89.6 | 66.67% | +23.08% | 0.00% | -33.34% | -4.38% | 26:42 | 17:16 | 22:32 | 24:31 | 30:09 | 36:59 | 07:37 | 05:38 |
 | Shadow Shaman | 24 | 13.04% | 88.3 | 62.50% | +16.25% | +4.17% | -29.17% | -3.48% | 31:46 | 18:44 | 26:29 | 30:48 | 36:04 | 48:22 | 09:35 | 07:05 |
 | Ancient Apparition | 13 | 24.07% | 87.0 | 61.54% | +17.64% | +5.13% | +5.13% | 0.00% | 27:26 | 10:02 | 19:38 | 26:54 | 30:37 | 55:44 | 10:59 | 08:08 |
 | Puck | 30 | 9.04% | 85.7 | 60.00% | +5.03% | +2.50% | +11.43% | 0.98% | 23:53 | 12:22 | 17:26 | 21:40 | 26:31 | 45:19 | 09:05 | 06:43 |
 | Nyx Assassin | 21 | 9.91% | 84.4 | 61.90% | +9.02% | +18.10% | -1.90% | -2.11% | 33:47 | 24:44 | 27:43 | 31:30 | 37:11 | 58:19 | 09:28 | 07:00 |
 | Enchantress | 11 | 13.10% | 83.1 | 63.64% | +12.96% | +3.03% | +36.36% | 8.44% | 28:30 | 18:08 | 24:57 | 27:21 | 28:54 | 39:16 | 03:57 | 02:55 |
 | Keeper of the Light | 28 | 16.09% | 81.8 | 53.57% | -0.54% | +3.57% | -10.71% | -2.05% | 27:41 | 11:32 | 23:18 | 26:30 | 30:16 | 55:41 | 06:58 | 05:09 |
 | Underlord | 7 | 9.09% | 80.5 | 71.43% | +20.00% | -21.43% | +28.57% | 0.00% | 38:54 | 28:22 | 31:30 | 36:06 | 37:26 | 1:01:01 | 05:56 | 04:23 |
 | Io | 12 | 14.63% | 79.2 | 58.33% | +1.19% | -25.00% | -25.00% | 0.00% | 29:05 | 21:08 | 21:35 | 28:44 | 32:33 | 40:07 | 10:58 | 08:07 |
 | Omniknight | 1 | 20.00% | 77.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 00:00 | 00:00 |
 | Oracle | 34 | 20.99% | 76.6 | 47.06% | -7.63% | +30.72% | +2.94% | -2.10% | 28:06 | 12:42 | 22:08 | 26:06 | 35:20 | 46:35 | 13:12 | 09:46 |
 | Spirit Breaker | 2 | 5.56% | 75.3 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 36:30 | 35:45 | 35:45 | 37:14 | 37:14 | 37:14 | 01:29 | 01:05 |
 | Clockwerk | 23 | 19.66% | 74.0 | 47.83% | -11.74% | +2.17% | -31.16% | -3.45% | 30:31 | 22:10 | 24:15 | 26:14 | 33:54 | 52:53 | 09:39 | 07:08 |
 | Earth Spirit | 40 | 16.39% | 72.7 | 45.00% | +1.86% | +15.00% | -5.00% | -2.01% | 30:26 | 16:16 | 24:18 | 28:54 | 34:15 | 48:05 | 09:57 | 07:22 |
 | Dark Willow | 4 | 8.51% | 71.4 | 75.00% | +26.16% | +25.00% | +25.00% | 0.00% | 35:13 | 31:58 | 31:58 | 31:58 | 35:51 | 41:05 | 03:53 | 02:52 |
 | Disruptor | 4 | 6.67% | 70.1 | 75.00% | +17.86% | +25.00% | -75.00% | 0.00% | 33:05 | 23:35 | 23:35 | 26:24 | 32:20 | 50:00 | 08:45 | 06:28 |
 | Earthshaker | 13 | 8.39% | 68.8 | 53.85% | -3.90% | +12.82% | +12.82% | 0.00% | 38:24 | 27:57 | 31:37 | 35:42 | 43:59 | 1:02:40 | 12:22 | 09:09 |
 | Grimstroke | 45 | 25.57% | 67.5 | 37.78% | +2.67% | +7.67% | +7.67% | 0.00% | 22:37 | 06:59 | 11:27 | 22:23 | 30:50 | 46:53 | 19:23 | 14:21 |
 | Winter Wyvern | 5 | 14.29% | 66.2 | 60.00% | +10.00% | +40.00% | -60.00% | -9.02% | 32:05 | 23:24 | 23:24 | 26:14 | 34:29 | 51:30 | 11:05 | 08:12 |
 | Tusk | 11 | 5.91% | 64.9 | 54.55% | +7.12% | -54.55% | +12.12% | 6.21% | 34:10 | 16:59 | 28:43 | 37:39 | 39:27 | 43:11 | 10:44 | 07:57 |
 | Undying | 16 | 17.39% | 63.6 | 43.75% | +9.54% | +6.25% | -18.75% | -2.17% | 29:44 | 14:02 | 23:55 | 27:24 | 35:25 | 43:00 | 11:30 | 08:31 |
 | Gyrocopter | 8 | 16.67% | 62.3 | 50.00% | +15.00% | -50.00% | 0.00% | 7.04% | 25:25 | 15:03 | 19:36 | 23:31 | 26:42 | 40:53 | 07:06 | 05:15 |
 | Beastmaster | 6 | 3.37% | 61.0 | 66.67% | +7.37% | -16.67% | -66.67% | 0.00% | 28:32 | 21:27 | 24:39 | 26:10 | 31:59 | 36:19 | 07:20 | 05:25 |
 | Void Spirit | 8 | 2.58% | 59.7 | 62.50% | +11.18% | -12.50% | -12.50% | 0.00% | 34:35 | 23:50 | 26:38 | 30:10 | 36:22 | 53:07 | 09:44 | 07:12 |
 | Death Prophet | 32 | 14.61% | 58.4 | 37.50% | -14.91% | +12.50% | 0.00% | -1.07% | 28:36 | 09:50 | 22:17 | 28:19 | 33:55 | 44:18 | 11:38 | 08:37 |
 | Lone Druid | 1 | 9.09% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 00:00 | 00:00 |
 | Mirana | 13 | 9.03% | 55.8 | 46.15% | -1.94% | +20.52% | +20.52% | 0.00% | 32:25 | 17:16 | 25:44 | 32:16 | 36:31 | 48:10 | 10:47 | 07:59 |
 | Warlock | 2 | 33.33% | 54.5 | 50.00% | -25.00% | -50.00% | 0.00% | 24.79% | 16:42 | 15:41 | 15:41 | 17:42 | 17:42 | 17:42 | 02:01 | 01:29 |
 | Sand King | 6 | 8.82% | 53.2 | 50.00% | 0.00% | 0.00% | -50.00% | 0.00% | 34:15 | 24:49 | 25:44 | 30:35 | 38:49 | 52:09 | 13:05 | 09:41 |
 | Ogre Magi | 3 | 5.45% | 51.9 | 66.67% | +18.59% | +33.33% | 0.00% | 0.00% | 36:54 | 33:13 | 33:13 | 35:25 | 42:03 | 42:03 | 08:50 | 06:32 |
 | Snapfire | 5 | 29.41% | 50.6 | 40.00% | -10.00% | -40.00% | +60.00% | 4.78% | 26:38 | 13:21 | 13:21 | 21:59 | 34:15 | 43:02 | 20:54 | 15:28 |
 | Arc Warden | 1 | 4.76% | 49.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 4.00% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 00:00 | 00:00 |
 | Naga Siren | 1 | 4.00% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 00:00 | 00:00 |
 | Rubick | 17 | 8.72% | 45.5 | 35.29% | -11.90% | -10.29% | +14.71% | 1.89% | 30:12 | 18:52 | 22:44 | 28:39 | 35:58 | 45:52 | 13:14 | 09:48 |
 | Tidehunter | 14 | 9.15% | 44.2 | 35.71% | -18.97% | -10.71% | -35.71% | 0.00% | 31:46 | 21:05 | 25:44 | 31:09 | 36:40 | 48:25 | 10:56 | 08:05 |
 | Venomancer | 8 | 15.69% | 42.9 | 37.50% | -2.03% | +12.50% | +12.50% | 0.00% | 30:28 | 21:27 | 24:01 | 31:17 | 32:10 | 36:37 | 08:09 | 06:02 |
 | Viper | 12 | 16.67% | 41.6 | 33.33% | -25.00% | -33.33% | +33.34% | 6.11% | 26:56 | 15:14 | 19:17 | 23:35 | 30:12 | 53:12 | 10:55 | 08:05 |
 | Timbersaw | 3 | 2.52% | 40.3 | 66.67% | +12.36% | +33.33% | 0.00% | 0.00% | 26:51 | 25:18 | 25:18 | 27:21 | 27:55 | 27:55 | 02:37 | 01:56 |
 | Ember Spirit | 3 | 2.29% | 39.0 | 66.67% | +21.36% | +33.33% | 0.00% | 0.00% | 27:41 | 17:57 | 17:57 | 28:28 | 36:38 | 36:38 | 18:41 | 13:50 |
 | Batrider | 7 | 4.76% | 37.7 | 42.86% | -7.14% | +57.14% | -42.86% | -10.29% | 34:00 | 23:36 | 27:57 | 32:23 | 37:40 | 47:25 | 09:43 | 07:11 |
 | Phantom Lancer | 1 | 1.61% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:53 | 28:53 | 28:53 | 28:53 | 28:53 | 28:53 | 00:00 | 00:00 |
 | Zeus | 2 | 15.38% | 35.1 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 34:54 | 33:42 | 33:42 | 36:06 | 36:06 | 36:06 | 02:24 | 01:46 |
 | Riki | 1 | 1.33% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.52% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:08 | 50:08 | 50:08 | 50:08 | 50:08 | 50:08 | 00:00 | 00:00 |
 | Luna | 2 | 8.33% | 31.2 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 25:12 | 24:46 | 24:46 | 25:38 | 25:38 | 25:38 | 00:52 | 00:38 |
 | Anti-Mage | 2 | 5.00% | 29.9 | 50.00% | +18.42% | -50.00% | 0.00% | 0.00% | 28:59 | 18:34 | 18:34 | 39:23 | 39:23 | 39:23 | 20:49 | 15:25 |
 | Drow Ranger | 3 | 10.34% | 28.6 | 33.33% | -24.36% | +66.67% | 0.00% | 0.00% | 31:43 | 24:14 | 24:14 | 25:20 | 45:36 | 45:36 | 21:22 | 15:49 |
 | Queen of Pain | 2 | 2.70% | 27.3 | 50.00% | +1.39% | +50.00% | 0.00% | 0.00% | 42:54 | 38:01 | 38:01 | 47:46 | 47:46 | 47:46 | 09:45 | 07:13 |
 | Alchemist | 2 | 2.25% | 26.0 | 50.00% | +5.17% | -50.00% | 0.00% | 0.00% | 20:05 | 17:25 | 17:25 | 22:45 | 22:45 | 22:45 | 05:20 | 03:57 |
 | Enigma | 2 | 2.08% | 24.7 | 50.00% | +2.13% | +50.00% | 0.00% | 0.00% | 28:25 | 18:25 | 18:25 | 38:24 | 38:24 | 38:24 | 19:59 | 14:48 |
 | Jakiro | 4 | 17.39% | 23.4 | 25.00% | -17.11% | -25.00% | -25.00% | 0.00% | 28:07 | 24:14 | 24:14 | 25:34 | 28:08 | 34:32 | 03:54 | 02:53 |
 | Bloodseeker | 2 | 1.94% | 22.1 | 50.00% | +4.46% | +50.00% | 0.00% | 0.00% | 45:35 | 23:35 | 23:35 | 1:07:35 | 1:07:35 | 1:07:35 | 44:00 | 32:35 |
 | Dark Seer | 5 | 9.09% | 20.8 | 20.00% | -34.00% | -20.00% | -20.00% | 0.00% | 32:50 | 28:05 | 28:05 | 33:33 | 36:12 | 37:14 | 08:07 | 06:00 |
 | Mars | 3 | 1.14% | 19.5 | 33.33% | -14.95% | -33.33% | 0.00% | 0.00% | 28:48 | 27:17 | 27:17 | 28:14 | 30:52 | 30:52 | 03:35 | 02:39 |
 | Leshrac | 6 | 8.11% | 18.2 | 16.67% | -25.98% | +33.33% | -16.67% | -3.65% | 28:12 | 16:08 | 18:58 | 30:21 | 32:40 | 40:15 | 13:42 | 10:08 |
 | Chen | 1 | 4.76% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |
 | Axe | 1 | 4.17% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Vengeful Spirit | 2 | 25.00% | 14.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 37:27 | 33:26 | 33:26 | 41:28 | 41:28 | 41:28 | 08:02 | 05:57 |
 | Abaddon | 3 | 3.33% | 13.0 | 0.00% | -55.17% | 0.00% | 0.00% | 0.00% | 37:34 | 31:30 | 31:30 | 35:47 | 45:25 | 45:25 | 13:55 | 10:18 |
 | Troll Warlord | 1 | 0.63% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:46 | 30:46 | 30:46 | 30:46 | 30:46 | 30:46 | 00:00 | 00:00 |
 | Invoker | 1 | 1.37% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:25 | 12:25 | 12:25 | 12:25 | 12:25 | 12:25 | 00:00 | 00:00 |
 | Nature's Prophet | 2 | 1.46% | 9.1 | 0.00% | -54.07% | 0.00% | 0.00% | 0.00% | 32:20 | 31:56 | 31:56 | 32:43 | 32:43 | 32:43 | 00:47 | 00:34 |
 | Pugna | 2 | 10.53% | 7.8 | 0.00% | -35.29% | 0.00% | 0.00% | 0.00% | 39:33 | 35:50 | 35:50 | 43:15 | 43:15 | 43:15 | 07:25 | 05:29 |
 | Sniper | 1 | 25.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Tinker | 1 | 50.00% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 00:00 | 00:00 |
 | Slardar | 1 | 2.94% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |
 | Juggernaut | 1 | 0.83% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 00:00 | 00:00 |
 | Outworld Destroyer | 3 | 2.80% | 1.3 | 0.00% | -44.23% | 0.00% | 0.00% | 0.00% | 24:27 | 22:04 | 22:04 | 23:14 | 28:02 | 28:02 | 05:58 | 04:25 |