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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 | 647 | 6.88% | 28.2 | 49.61% | +0.78% | -0.84% | -4.55% | -0.33% | 29:04 | 08:02 | 23:14 | 28:34 | 34:21 | 1:07:34 | 08:14 |
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 | |
 | Meepo | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 13:21 | 12:39 | 12:39 | 14:03 | 14:03 | 14:03 | 01:24 | 01:02 |
 | Winter Wyvern | 10 | 14.29% | 98.7 | 80.00% | +30.00% | -13.33% | -30.00% | -1.64% | 31:12 | 18:27 | 25:00 | 32:38 | 35:11 | 49:57 | 10:11 | 07:32 |
 | Snapfire | 52 | 16.77% | 97.4 | 59.62% | +8.46% | +9.61% | +9.61% | 0.00% | 30:30 | 08:02 | 25:55 | 32:17 | 35:34 | 48:25 | 09:39 | 07:08 |
 | Grimstroke | 40 | 15.33% | 96.1 | 60.00% | +12.49% | -10.00% | +10.00% | 1.68% | 30:09 | 16:17 | 23:28 | 26:46 | 35:24 | 1:01:00 | 11:56 | 08:50 |
 | Witch Doctor | 10 | 16.39% | 94.8 | 70.00% | +30.78% | -36.67% | +30.00% | 0.00% | 31:08 | 24:24 | 29:25 | 31:42 | 33:00 | 35:42 | 03:35 | 02:39 |
 | Morphling | 64 | 56.64% | 93.5 | 50.00% | +1.02% | +6.25% | -25.00% | -4.29% | 19:06 | 08:59 | 14:56 | 17:19 | 22:13 | 49:27 | 07:17 | 05:23 |
 | Tusk | 9 | 5.77% | 92.2 | 77.78% | +24.72% | +22.22% | -27.78% | 0.00% | 34:05 | 23:46 | 24:30 | 29:18 | 37:46 | 60:45 | 13:16 | 09:49 |
 | Oracle | 26 | 21.85% | 90.9 | 57.69% | +9.30% | +28.02% | -7.69% | -2.65% | 27:10 | 14:02 | 19:43 | 26:14 | 33:13 | 49:35 | 13:30 | 10:00 |
 | Beastmaster | 12 | 13.95% | 89.6 | 66.67% | +13.97% | 0.00% | 0.00% | 0.00% | 31:09 | 17:26 | 24:19 | 32:03 | 37:32 | 41:15 | 13:13 | 09:47 |
 | Ancient Apparition | 38 | 21.84% | 88.3 | 52.63% | -8.40% | -12.63% | +2.93% | 1.17% | 30:38 | 15:05 | 23:05 | 29:47 | 36:21 | 49:45 | 13:16 | 09:49 |
 | Nyx Assassin | 12 | 7.89% | 87.0 | 66.67% | +11.67% | 0.00% | +33.33% | 4.20% | 30:24 | 23:16 | 25:40 | 28:00 | 33:36 | 38:26 | 07:56 | 05:52 |
 | Lion | 40 | 12.70% | 85.7 | 52.50% | +8.14% | +7.50% | -2.50% | -1.54% | 28:04 | 16:29 | 24:15 | 27:44 | 30:45 | 38:01 | 06:30 | 04:48 |
 | Luna | 3 | 3.37% | 84.4 | 100.00% | +56.98% | 0.00% | 0.00% | 0.00% | 30:06 | 26:09 | 26:09 | 28:41 | 35:28 | 35:28 | 09:19 | 06:54 |
 | Ogre Magi | 6 | 16.67% | 83.1 | 66.67% | +13.34% | -16.67% | +33.33% | 0.00% | 31:15 | 24:02 | 27:47 | 28:20 | 34:49 | 38:00 | 07:02 | 05:12 |
 | Elder Titan | 21 | 14.69% | 81.8 | 52.38% | -6.64% | +27.62% | +7.62% | -1.71% | 33:14 | 17:13 | 27:21 | 31:53 | 39:02 | 49:23 | 11:41 | 08:39 |
 | Abaddon | 3 | 2.00% | 80.5 | 100.00% | +53.06% | 0.00% | 0.00% | 0.00% | 26:14 | 20:12 | 20:12 | 25:32 | 32:57 | 32:57 | 12:45 | 09:26 |
 | Sand King | 6 | 7.59% | 79.2 | 66.67% | +22.83% | -16.67% | +33.33% | 0.00% | 33:25 | 26:09 | 28:11 | 31:29 | 39:46 | 41:50 | 11:35 | 08:34 |
 | Keeper of the Light | 9 | 39.13% | 77.9 | 44.44% | -5.56% | +5.56% | -44.44% | -3.46% | 27:07 | 16:35 | 18:33 | 28:19 | 33:01 | 36:26 | 14:28 | 10:42 |
 | Venomancer | 8 | 22.22% | 76.6 | 50.00% | 0.00% | +50.00% | -50.00% | -25.10% | 29:54 | 23:36 | 25:36 | 26:51 | 29:35 | 46:23 | 03:59 | 02:57 |
 | Clockwerk | 15 | 14.02% | 75.3 | 46.67% | -2.24% | +3.33% | -21.67% | -5.64% | 31:52 | 21:35 | 29:17 | 32:52 | 33:43 | 45:31 | 04:26 | 03:17 |
 | Lina | 9 | 6.98% | 74.0 | 55.56% | +5.56% | -5.56% | +44.44% | 0.00% | 28:34 | 16:45 | 23:51 | 31:16 | 32:18 | 33:11 | 08:27 | 06:15 |
 | Disruptor | 5 | 11.36% | 72.7 | 60.00% | +8.72% | -60.00% | +40.00% | 0.00% | 22:41 | 18:57 | 18:57 | 23:50 | 23:50 | 26:28 | 04:53 | 03:37 |
 | Puck | 20 | 8.30% | 71.4 | 45.00% | -10.66% | -25.00% | -5.00% | 1.66% | 29:32 | 12:49 | 23:41 | 29:12 | 35:46 | 46:24 | 12:05 | 08:57 |
 | Pudge | 1 | 10.00% | 70.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 |
 | Io | 5 | 9.62% | 68.8 | 60.00% | +6.81% | +40.00% | -60.00% | 0.00% | 32:34 | 23:30 | 23:30 | 33:59 | 36:23 | 42:03 | 12:53 | 09:32 |
 | Broodmother | 5 | 8.06% | 67.5 | 60.00% | +10.88% | +40.00% | -60.00% | 0.00% | 32:58 | 21:01 | 21:01 | 32:26 | 36:01 | 44:30 | 15:00 | 11:06 |
 | Leshrac | 13 | 8.44% | 66.2 | 46.15% | -6.33% | -12.82% | -12.82% | 0.00% | 29:28 | 16:20 | 22:26 | 30:01 | 31:58 | 49:56 | 09:32 | 07:03 |
 | Bounty Hunter | 1 | 7.69% | 64.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Gyrocopter | 5 | 4.67% | 63.6 | 60.00% | +12.94% | -60.00% | +40.00% | 0.00% | 26:33 | 19:14 | 19:14 | 26:29 | 30:59 | 32:59 | 11:45 | 08:42 |
 | Bane | 1 | 5.56% | 62.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 00:00 | 00:00 |
 | Undying | 8 | 25.00% | 61.0 | 37.50% | -4.17% | +62.50% | -37.50% | -10.68% | 29:35 | 22:44 | 24:19 | 27:17 | 33:41 | 36:26 | 09:22 | 06:56 |
 | Crystal Maiden | 5 | 27.78% | 59.7 | 40.00% | -6.15% | -40.00% | +60.00% | 0.00% | 29:04 | 22:48 | 22:48 | 27:27 | 33:21 | 34:22 | 10:33 | 07:48 |
 | Bloodseeker | 3 | 4.35% | 58.4 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 36:46 | 25:20 | 25:20 | 37:59 | 47:00 | 47:00 | 21:40 | 16:02 |
 | Earth Spirit | 22 | 15.49% | 57.1 | 31.82% | -14.85% | +1.51% | +8.18% | 0.56% | 28:00 | 15:19 | 21:59 | 28:34 | 33:51 | 48:34 | 11:52 | 08:47 |
 | Mirana | 10 | 7.75% | 55.8 | 40.00% | -11.26% | -6.67% | +10.00% | 1.95% | 28:27 | 21:50 | 22:32 | 23:13 | 31:06 | 43:05 | 08:34 | 06:20 |
 | Rubick | 11 | 11.70% | 54.5 | 36.36% | -0.99% | +30.31% | -3.03% | -4.58% | 25:59 | 15:52 | 20:59 | 25:47 | 28:16 | 37:17 | 07:17 | 05:23 |
 | Tiny | 37 | 13.96% | 53.2 | 27.03% | -22.09% | +28.53% | -27.03% | -5.81% | 30:29 | 15:31 | 24:19 | 29:05 | 33:53 | 1:07:34 | 09:34 | 07:05 |
 | Lich | 2 | 22.22% | 51.9 | 50.00% | +7.14% | -50.00% | 0.00% | 5.20% | 23:10 | 18:21 | 18:21 | 27:58 | 27:58 | 27:58 | 09:37 | 07:07 |
 | Windranger | 1 | 2.22% | 50.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 00:00 | 00:00 |
 | Enchantress | 7 | 4.32% | 49.4 | 42.86% | -12.62% | +7.14% | +7.14% | 0.00% | 32:44 | 24:20 | 24:25 | 31:15 | 32:09 | 49:17 | 07:44 | 05:43 |
 | Terrorblade | 1 | 1.67% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 00:00 | 00:00 |
 | Phantom Lancer | 1 | 1.54% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 00:00 | 00:00 |
 | Treant Protector | 1 | 1.32% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 00:00 | 00:00 |
 | Centaur Warrunner | 7 | 2.55% | 44.2 | 42.86% | -8.83% | +7.14% | +7.14% | 0.00% | 34:00 | 17:58 | 29:06 | 34:36 | 37:11 | 45:51 | 08:05 | 05:59 |
 | Lone Druid | 2 | 13.33% | 42.9 | 50.00% | -11.54% | -50.00% | 0.00% | 0.00% | 45:04 | 36:00 | 36:00 | 54:08 | 54:08 | 54:08 | 18:08 | 13:25 |
 | Axe | 1 | 1.00% | 41.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Spirit Breaker | 2 | 11.11% | 40.3 | 50.00% | +18.75% | -50.00% | 0.00% | 0.00% | 28:00 | 20:23 | 20:23 | 35:37 | 35:37 | 35:37 | 15:14 | 11:17 |
 | Riki | 2 | 11.11% | 39.0 | 50.00% | -6.25% | +50.00% | 0.00% | 0.00% | 32:48 | 27:23 | 27:23 | 38:13 | 38:13 | 38:13 | 10:50 | 08:01 |
 | Phoenix | 4 | 2.42% | 37.7 | 50.00% | +4.66% | +50.00% | +50.00% | 0.00% | 28:39 | 25:08 | 25:08 | 25:39 | 29:57 | 33:53 | 04:49 | 03:34 |
 | Dragon Knight | 1 | 0.80% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 |
 | Wraith King | 1 | 0.67% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |
 | Void Spirit | 1 | 0.64% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Warlock | 6 | 5.83% | 32.5 | 33.33% | -16.15% | +16.67% | -33.33% | 0.00% | 33:36 | 12:02 | 30:09 | 30:16 | 44:37 | 44:56 | 14:28 | 10:42 |
 | Tidehunter | 6 | 5.77% | 31.2 | 33.33% | -18.71% | +16.67% | -33.33% | 0.00% | 34:01 | 18:57 | 24:38 | 26:33 | 48:35 | 50:19 | 23:57 | 17:44 |
 | Shadow Shaman | 2 | 3.92% | 29.9 | 50.00% | +5.10% | -50.00% | 0.00% | 0.00% | 36:50 | 34:50 | 34:50 | 38:49 | 38:49 | 38:49 | 03:59 | 02:57 |
 | Death Prophet | 8 | 6.61% | 28.6 | 25.00% | -24.56% | +25.00% | -25.00% | 0.00% | 28:35 | 15:24 | 16:59 | 25:09 | 32:35 | 52:32 | 15:36 | 11:33 |
 | Skywrath Mage | 5 | 12.82% | 27.3 | 20.00% | -18.24% | -20.00% | -20.00% | 0.00% | 24:59 | 18:52 | 18:52 | 24:37 | 28:15 | 29:05 | 09:23 | 06:57 |
 | Shadow Demon | 4 | 6.25% | 26.0 | 25.00% | -21.67% | +75.00% | -25.00% | 0.00% | 29:50 | 25:14 | 25:14 | 27:42 | 31:11 | 35:14 | 05:57 | 04:24 |
 | Mars | 3 | 1.13% | 24.7 | 33.33% | -13.23% | -33.33% | 0.00% | 0.00% | 34:36 | 32:52 | 32:52 | 33:48 | 37:08 | 37:08 | 04:16 | 03:09 |
 | Viper | 6 | 7.59% | 23.4 | 16.67% | -35.38% | +33.33% | -16.67% | -3.37% | 33:36 | 19:56 | 24:48 | 34:11 | 39:38 | 47:27 | 14:50 | 10:59 |
 | Pangolier | 1 | 1.20% | 22.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:22 | 39:22 | 39:22 | 39:22 | 39:22 | 39:22 | 00:00 | 00:00 |
 | Monkey King | 1 | 2.56% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Underlord | 2 | 4.65% | 19.5 | 0.00% | -41.46% | 0.00% | 0.00% | 0.00% | 32:32 | 31:12 | 31:12 | 33:52 | 33:52 | 33:52 | 02:40 | 01:58 |
 | Ember Spirit | 1 | 0.79% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Zeus | 2 | 40.00% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:33 | 20:38 | 20:38 | 32:28 | 32:28 | 32:28 | 11:50 | 08:45 |
 | Necrophos | 1 | 2.44% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Faceless Void | 1 | 0.83% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 00:00 | 00:00 |
 | Pugna | 2 | 7.69% | 13.0 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 16:35 | 14:18 | 14:18 | 18:52 | 18:52 | 18:52 | 04:34 | 03:22 |
 | Jakiro | 2 | 20.00% | 11.7 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 29:01 | 21:48 | 21:48 | 36:14 | 36:14 | 36:14 | 14:26 | 10:41 |
 | Dark Willow | 1 | 0.87% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Batrider | 3 | 6.38% | 9.1 | 0.00% | -43.18% | 0.00% | 0.00% | 0.00% | 32:25 | 26:01 | 26:01 | 28:06 | 43:07 | 43:07 | 17:06 | 12:40 |
 | Invoker | 1 | 0.97% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 00:00 | 00:00 |
 | Brewmaster | 1 | 5.88% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 00:00 | 00:00 |
 | Magnus | 1 | 1.22% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 00:00 | 00:00 |
 | Timbersaw | 2 | 1.45% | 3.9 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 36:02 | 34:18 | 34:18 | 37:46 | 37:46 | 37:46 | 03:28 | 02:34 |
 | Hoodwink | 2 | 4.00% | 2.6 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 40:41 | 39:50 | 39:50 | 41:31 | 41:31 | 41:31 | 01:41 | 01:14 |
 | Anti-Mage | 2 | 5.71% | 1.3 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 32:43 | 31:49 | 31:49 | 33:36 | 33:36 | 33:36 | 01:47 | 01:19 |