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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 | |
 | Fluffy Hat | 588 | 30.31% | 84.2 | 52.72% | +14.96% | +1.02% | +1.70% | 0.05% | 15:09 | -01:29 | 06:40 | 13:06 | 21:33 | 54:59 | 11:01 |
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 | |
 | Visage | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 14:33 | 14:05 | 14:05 | 15:01 | 15:01 | 15:01 | 00:56 | 00:41 |
 | Magnus | 11 | 25.00% | 98.8 | 90.91% | +33.33% | +9.09% | -24.24% | -6.73% | 25:49 | 16:26 | 21:58 | 25:52 | 26:55 | 35:47 | 04:57 | 03:40 |
 | Drow Ranger | 4 | 100.00% | 97.6 | 75.00% | +75.00% | -75.00% | +25.00% | 2.59% | 23:24 | 03:08 | 03:08 | 04:16 | 41:44 | 44:27 | 38:36 | 28:35 |
 | Ogre Magi | 8 | 36.36% | 96.3 | 87.50% | +51.79% | -37.50% | +12.50% | 3.02% | 16:13 | 03:55 | 07:16 | 10:10 | 23:48 | 40:21 | 16:32 | 12:14 |
 | Pugna | 4 | 80.00% | 95.1 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 18:50 | 14:55 | 14:55 | 18:34 | 18:58 | 22:53 | 04:03 | 03:00 |
 | Chen | 1 | 50.00% | 93.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:35 | 24:35 | 24:35 | 24:35 | 24:35 | 24:35 | 00:00 | 00:00 |
 | Spectre | 24 | 96.00% | 92.7 | 66.67% | +66.67% | 0.00% | +16.66% | 6.37% | 04:14 | 01:04 | 02:45 | 03:48 | 05:22 | 10:19 | 02:37 | 01:56 |
 | Morphling | 20 | 66.67% | 91.5 | 70.00% | +30.00% | -10.00% | -10.00% | 0.00% | 06:24 | -00:35 | 03:28 | 06:23 | 09:16 | 11:41 | 05:48 | 04:17 |
 | Winter Wyvern | 6 | 33.33% | 90.2 | 83.33% | +16.66% | -33.33% | +16.67% | 4.07% | 21:11 | 14:02 | 14:17 | 17:18 | 26:35 | 37:26 | 12:18 | 09:06 |
 | Enchantress | 14 | 100.00% | 89.0 | 64.29% | +64.29% | +10.71% | -30.96% | -6.70% | 09:06 | 02:40 | 05:00 | 07:34 | 11:13 | 23:01 | 06:13 | 04:36 |
 | Razor | 7 | 58.33% | 87.8 | 71.43% | +31.43% | -21.43% | +28.57% | 22.90% | 05:30 | 02:01 | 02:56 | 04:06 | 05:07 | 11:02 | 02:11 | 01:37 |
 | Monkey King | 36 | 75.00% | 86.6 | 63.89% | +22.22% | +13.89% | +2.78% | -1.98% | 08:01 | 01:25 | 03:51 | 06:56 | 09:28 | 30:30 | 05:37 | 04:09 |
 | Disruptor | 12 | 30.77% | 85.4 | 75.00% | +26.85% | +25.00% | -8.33% | -5.02% | 15:21 | 05:27 | 10:42 | 13:29 | 17:20 | 28:48 | 06:38 | 04:54 |
 | Bloodseeker | 4 | 50.00% | 84.1 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 09:11 | 03:56 | 03:56 | 04:34 | 07:19 | 20:54 | 03:23 | 02:30 |
 | Ember Spirit | 11 | 30.56% | 82.9 | 72.73% | +4.73% | -6.06% | +27.27% | 22.47% | 06:22 | 03:34 | 05:11 | 06:23 | 06:40 | 09:52 | 01:29 | 01:05 |
 | Templar Assassin | 7 | 43.75% | 81.7 | 71.43% | +15.87% | -21.43% | +28.57% | 8.13% | 31:27 | 20:47 | 27:07 | 30:10 | 33:16 | 42:58 | 06:09 | 04:33 |
 | Ancient Apparition | 8 | 66.67% | 80.5 | 62.50% | +12.50% | +37.50% | -12.50% | -5.05% | 14:50 | -01:29 | 04:01 | 10:22 | 13:55 | 36:35 | 09:54 | 07:20 |
 | Nyx Assassin | 2 | 20.00% | 79.3 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 13:14 | 10:28 | 10:28 | 16:00 | 16:00 | 16:00 | 05:32 | 04:05 |
 | Legion Commander | 3 | 10.34% | 78.0 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 15:13 | 06:30 | 06:30 | 12:43 | 26:27 | 26:27 | 19:57 | 14:46 |
 | Lion | 32 | 66.67% | 76.8 | 56.25% | +12.50% | +6.25% | +18.75% | 2.01% | 21:46 | 06:58 | 17:21 | 19:46 | 23:35 | 39:07 | 06:14 | 04:37 |
 | Earthshaker | 13 | 21.31% | 75.6 | 69.23% | +23.40% | -2.56% | +30.77% | 6.02% | 19:58 | 03:00 | 18:06 | 21:13 | 23:38 | 34:58 | 05:32 | 04:05 |
 | Clinkz | 2 | 16.67% | 74.4 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 15:44 | 04:21 | 04:21 | 27:06 | 27:06 | 27:06 | 22:45 | 16:51 |
 | Undying | 9 | 75.00% | 73.2 | 55.56% | -11.11% | -5.56% | +44.44% | 3.46% | 19:02 | 08:42 | 11:14 | 19:13 | 25:42 | 31:35 | 14:28 | 10:42 |
 | Lich | 2 | 100.00% | 72.0 | 50.00% | +50.00% | +50.00% | 0.00% | -4.62% | 10:06 | 04:41 | 04:41 | 15:31 | 15:31 | 15:31 | 10:50 | 08:01 |
 | Bane | 11 | 34.38% | 70.7 | 63.64% | -22.07% | +3.03% | +3.03% | 0.00% | 18:52 | -01:29 | 13:03 | 17:01 | 21:55 | 40:26 | 08:52 | 06:34 |
 | Venomancer | 5 | 62.50% | 69.5 | 60.00% | -6.67% | -60.00% | -60.00% | 0.00% | 18:50 | 14:10 | 14:10 | 16:39 | 21:32 | 26:53 | 07:22 | 05:27 |
 | Treant Protector | 9 | 69.23% | 68.3 | 55.56% | +55.56% | -5.56% | -55.56% | -12.66% | 15:52 | 11:42 | 13:43 | 16:02 | 17:40 | 19:22 | 03:57 | 02:55 |
 | Elder Titan | 29 | 39.73% | 67.1 | 55.17% | -8.47% | -12.31% | -26.60% | -1.36% | 18:43 | 10:05 | 12:12 | 16:13 | 22:42 | 38:10 | 10:30 | 07:46 |
 | Rubick | 11 | 61.11% | 65.9 | 54.55% | -2.59% | -21.22% | -21.22% | 0.00% | 15:08 | 08:00 | 08:28 | 12:57 | 17:06 | 32:10 | 08:38 | 06:23 |
 | Mirana | 4 | 25.00% | 64.6 | 75.00% | +33.33% | -75.00% | +25.00% | 5.03% | 34:45 | 18:49 | 18:49 | 34:50 | 38:41 | 46:38 | 19:52 | 14:42 |
 | Silencer | 18 | 69.23% | 63.4 | 50.00% | 0.00% | +10.00% | 0.00% | -0.83% | 19:47 | 10:06 | 11:40 | 17:28 | 23:44 | 39:16 | 12:04 | 08:56 |
 | Windranger | 3 | 37.50% | 62.2 | 66.67% | +6.67% | +33.33% | 0.00% | -1.78% | 24:42 | 14:32 | 14:32 | 26:19 | 33:16 | 33:16 | 18:44 | 13:52 |
 | Terrorblade | 12 | 52.17% | 61.0 | 50.00% | -4.55% | +50.00% | -16.67% | -18.18% | 05:31 | 02:05 | 03:27 | 06:14 | 07:07 | 07:47 | 03:40 | 02:42 |
 | Luna | 2 | 8.70% | 59.8 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 40:55 | 32:52 | 32:52 | 48:57 | 48:57 | 48:57 | 16:05 | 11:54 |
 | Bounty Hunter | 5 | 100.00% | 58.5 | 40.00% | +40.00% | -40.00% | +60.00% | 7.50% | 21:29 | 13:14 | 13:14 | 23:54 | 26:34 | 27:09 | 13:20 | 09:52 |
 | Io | 51 | 85.00% | 57.3 | 41.18% | +18.96% | -10.41% | -10.41% | 0.00% | 11:31 | 02:33 | 05:34 | 08:42 | 14:14 | 32:29 | 08:40 | 06:25 |
 | Oracle | 1 | 20.00% | 56.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 00:00 | 00:00 |
 | Pangolier | 9 | 64.29% | 54.9 | 44.44% | +24.44% | +5.56% | +5.56% | 0.00% | 08:12 | -01:29 | 03:33 | 05:54 | 09:51 | 23:50 | 06:18 | 04:40 |
 | Viper | 3 | 100.00% | 53.7 | 33.33% | +33.33% | -33.33% | 0.00% | 1.98% | 28:19 | 19:14 | 19:14 | 29:41 | 36:02 | 36:02 | 16:48 | 12:26 |
 | Dawnbreaker | 7 | 53.85% | 52.4 | 42.86% | -7.14% | -42.86% | +7.14% | 4.12% | 20:14 | 12:03 | 13:13 | 16:46 | 25:22 | 30:05 | 12:09 | 09:00 |
 | Troll Warlord | 11 | 73.33% | 51.2 | 36.36% | -13.64% | -36.36% | -3.03% | 20.62% | 03:16 | 01:21 | 02:18 | 03:25 | 03:55 | 04:36 | 01:37 | 01:11 |
 | Snapfire | 28 | 45.90% | 50.0 | 32.14% | -25.44% | -3.57% | +10.72% | 1.12% | 21:06 | 07:36 | 14:08 | 18:18 | 26:55 | 50:30 | 12:47 | 09:28 |
 | Underlord | 2 | 40.00% | 48.8 | 50.00% | -16.67% | +50.00% | 0.00% | -5.51% | 33:12 | 28:40 | 28:40 | 37:44 | 37:44 | 37:44 | 09:04 | 06:42 |
 | Faceless Void | 1 | 6.67% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 00:00 | 00:00 |
 | Clockwerk | 10 | 58.82% | 46.3 | 30.00% | -12.86% | +3.33% | +20.00% | 2.00% | 13:54 | 08:40 | 10:11 | 12:38 | 18:31 | 20:24 | 08:20 | 06:10 |
 | Weaver | 10 | 19.23% | 45.1 | 40.00% | -10.00% | +26.67% | -40.00% | -18.43% | 07:30 | 01:16 | 02:27 | 03:43 | 06:04 | 26:36 | 03:37 | 02:40 |
 | Death Prophet | 2 | 33.33% | 43.9 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 05:36 | 03:47 | 03:47 | 07:25 | 07:25 | 07:25 | 03:38 | 02:41 |
 | Tiny | 3 | 5.45% | 42.7 | 66.67% | +14.75% | +33.33% | 0.00% | 0.00% | 21:46 | 18:17 | 18:17 | 22:02 | 24:58 | 24:58 | 06:41 | 04:57 |
 | Witch Doctor | 3 | 60.00% | 41.5 | 33.33% | -16.67% | +66.67% | 0.00% | -7.91% | 11:38 | 07:45 | 07:45 | 10:57 | 16:11 | 16:11 | 08:26 | 06:14 |
 | Sniper | 3 | 60.00% | 40.2 | 33.33% | -16.67% | -33.33% | 0.00% | 1.91% | 11:58 | 01:59 | 01:59 | 14:28 | 19:28 | 19:28 | 17:29 | 12:57 |
 | Phantom Assassin | 3 | 60.00% | 39.0 | 33.33% | -16.67% | -33.33% | 0.00% | 10.42% | 03:46 | 02:38 | 02:38 | 02:50 | 05:50 | 05:50 | 03:12 | 02:22 |
 | Leshrac | 1 | 4.35% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 00:00 | 00:00 |
 | Phoenix | 10 | 40.00% | 36.6 | 30.00% | -23.33% | -30.00% | -30.00% | 0.00% | 18:22 | 09:37 | 11:34 | 13:02 | 20:06 | 54:59 | 08:32 | 06:19 |
 | Slark | 2 | 25.00% | 35.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 01:44 | 01:26 | 01:26 | 02:01 | 02:01 | 02:01 | 00:35 | 00:25 |
 | Jakiro | 3 | 50.00% | 34.1 | 33.33% | +33.33% | -33.33% | 0.00% | 2.38% | 21:03 | 11:45 | 11:45 | 25:37 | 25:47 | 25:47 | 14:02 | 10:23 |
 | Necrophos | 2 | 22.22% | 32.9 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 01:44 | 00:59 | 00:59 | 02:29 | 02:29 | 02:29 | 01:30 | 01:06 |
 | Shadow Fiend | 2 | 22.22% | 31.7 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 06:50 | 05:49 | 05:49 | 07:50 | 07:50 | 07:50 | 02:01 | 01:29 |
 | Abaddon | 3 | 37.50% | 30.5 | 33.33% | -26.67% | -33.33% | 0.00% | 2.85% | 20:40 | 12:57 | 12:57 | 24:23 | 24:39 | 24:39 | 11:42 | 08:40 |
 | Hoodwink | 3 | 37.50% | 29.3 | 33.33% | -6.67% | +66.67% | 0.00% | -12.38% | 12:46 | 10:07 | 10:07 | 12:40 | 15:30 | 15:30 | 05:23 | 03:59 |
 | Tusk | 3 | 37.50% | 28.0 | 33.33% | -26.67% | -33.33% | 0.00% | 3.76% | 12:12 | 08:56 | 08:56 | 09:52 | 17:48 | 17:48 | 08:52 | 06:34 |
 | Tidehunter | 16 | 25.40% | 26.8 | 25.00% | -36.70% | 0.00% | +25.00% | 2.00% | 18:57 | 03:36 | 10:33 | 18:29 | 23:03 | 49:15 | 12:30 | 09:15 |
 | Skywrath Mage | 3 | 30.00% | 25.6 | 33.33% | +4.76% | +66.67% | 0.00% | 0.00% | 19:00 | -01:29 | -01:29 | 29:08 | 29:21 | 29:21 | 30:50 | 22:50 |
 | Sand King | 2 | 11.11% | 24.4 | 50.00% | +18.75% | -50.00% | 0.00% | 0.00% | 33:37 | 25:14 | 25:14 | 42:00 | 42:00 | 42:00 | 16:46 | 12:25 |
 | Dragon Knight | 2 | 10.00% | 23.2 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 04:51 | 03:22 | 03:22 | 06:20 | 06:20 | 06:20 | 02:58 | 02:11 |
 | Shadow Demon | 4 | 40.00% | 22.0 | 25.00% | -8.33% | -25.00% | +75.00% | 5.75% | 21:15 | 09:59 | 09:59 | 13:42 | 27:22 | 33:56 | 17:23 | 12:52 |
 | Ursa | 3 | 14.29% | 20.7 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 04:16 | -01:29 | -01:29 | 07:03 | 07:13 | 07:13 | 08:42 | 06:26 |
 | Nature's Prophet | 3 | 13.04% | 19.5 | 33.33% | -31.67% | -33.33% | 0.00% | 2.43% | 30:36 | 25:59 | 25:59 | 26:06 | 39:43 | 39:43 | 13:44 | 10:10 |
 | Invoker | 3 | 10.34% | 18.3 | 33.33% | -5.13% | -33.33% | 0.00% | 0.00% | 17:36 | 13:26 | 13:26 | 19:26 | 19:55 | 19:55 | 06:29 | 04:48 |
 | Lina | 5 | 12.50% | 17.1 | 20.00% | -42.86% | -20.00% | -20.00% | 0.00% | 32:05 | 18:09 | 18:09 | 34:11 | 35:00 | 39:51 | 16:51 | 12:28 |
 | Mars | 2 | 4.88% | 15.9 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 14:50 | 04:47 | 04:47 | 24:52 | 24:52 | 24:52 | 20:05 | 14:52 |
 | Dark Willow | 2 | 20.00% | 14.6 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 26:53 | 13:03 | 13:03 | 40:43 | 40:43 | 40:43 | 27:40 | 20:29 |
 | Vengeful Spirit | 1 | 11.11% | 13.4 | 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 |
 | Beastmaster | 1 | 9.09% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 10.00% | 11.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 14.29% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 00:00 | 00:00 |
 | Shadow Shaman | 2 | 28.57% | 8.5 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 07:19 | 07:02 | 07:02 | 07:36 | 07:36 | 07:36 | 00:34 | 00:25 |
 | Gyrocopter | 3 | 15.79% | 7.3 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 15:29 | 03:51 | 03:51 | 07:15 | 35:22 | 35:22 | 31:31 | 23:20 |
 | Medusa | 2 | 7.41% | 6.1 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 45:46 | 37:41 | 37:41 | 53:50 | 53:50 | 53:50 | 16:09 | 11:57 |
 | Brewmaster | 1 | 33.33% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 00:00 | 00:00 |
 | Naga Siren | 2 | 40.00% | 3.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 06:30 | 05:55 | 05:55 | 07:04 | 07:04 | 07:04 | 01:09 | 00:51 |
 | Lifestealer | 1 | 9.09% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 100.00% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:58 | 14:58 | 14:58 | 14:58 | 14:58 | 14:58 | 00:00 | 00:00 |