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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 | |
 | Ring of Basilius | 646 | 7.27% | 76.0 | 58.67% | +10.38% | +3.06% | +4.68% | 0.16% | 13:22 | -01:30 | 06:18 | 09:39 | 16:13 | 1:09:10 | 07:20 |
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 | |
 | Vengeful Spirit | 7 | 22.58% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:10 | 20:08 | 28:01 | 33:31 | 34:31 | 1:09:10 | 06:30 | 04:48 |
 | Enigma | 6 | 22.22% | 98.7 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Abaddon | 21 | 19.44% | 97.3 | 85.71% | +28.24% | -5.71% | +14.29% | 0.96% | 26:27 | 02:01 | 12:26 | 23:41 | 33:22 | 1:04:52 | 20:56 | 15:30 |
 | Jakiro | 8 | 19.51% | 96.0 | 87.50% | +39.02% | -37.50% | +12.50% | 10.87% | 13:49 | 09:21 | 09:36 | 12:11 | 14:12 | 27:07 | 04:36 | 03:24 |
 | Chen | 8 | 50.00% | 94.7 | 75.00% | +75.00% | -25.00% | +25.00% | 5.28% | 12:56 | 04:06 | 04:27 | 08:18 | 13:55 | 38:36 | 09:28 | 07:00 |
 | Lycan | 13 | 92.86% | 93.3 | 61.54% | +61.54% | +38.46% | -61.54% | -13.54% | 06:10 | 01:34 | 01:54 | 08:01 | 09:17 | 11:05 | 07:23 | 05:28 |
 | Beastmaster | 55 | 96.49% | 92.0 | 60.00% | -40.00% | -17.14% | +4.29% | 10.29% | 10:23 | 01:11 | 08:58 | 10:01 | 11:03 | 28:02 | 02:05 | 01:32 |
 | Visage | 19 | 57.58% | 90.7 | 63.16% | +13.16% | -3.16% | +16.84% | 3.51% | 06:28 | 02:05 | 03:26 | 06:54 | 09:08 | 11:10 | 05:42 | 04:13 |
 | Skywrath Mage | 31 | 36.47% | 89.3 | 64.52% | +18.22% | +10.48% | -27.02% | -4.98% | 09:25 | -01:29 | 05:11 | 09:40 | 12:43 | 18:12 | 07:32 | 05:34 |
 | Doom | 7 | 9.86% | 88.0 | 85.71% | +32.58% | +14.29% | -35.71% | 0.00% | 23:11 | 03:13 | 08:20 | 25:45 | 26:12 | 42:07 | 17:52 | 13:14 |
 | Morphling | 13 | 25.49% | 86.7 | 69.23% | +24.49% | +30.77% | +30.77% | 0.00% | 06:17 | 02:16 | 03:25 | 07:28 | 07:57 | 08:19 | 04:32 | 03:21 |
 | Mirana | 29 | 17.06% | 85.3 | 65.52% | +12.33% | -8.38% | -8.38% | 0.00% | 22:05 | 03:32 | 09:26 | 18:10 | 30:30 | 53:39 | 21:04 | 15:36 |
 | Winter Wyvern | 3 | 9.68% | 84.0 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 00:40 | -01:30 | -01:30 | -01:28 | 04:59 | 04:59 | 06:29 | 04:48 |
 | Legion Commander | 3 | 9.38% | 82.7 | 100.00% | +65.52% | 0.00% | 0.00% | 0.00% | 26:09 | 22:33 | 22:33 | 26:31 | 29:23 | 29:23 | 06:50 | 05:03 |
 | Omniknight | 3 | 9.38% | 81.3 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 18:43 | 10:20 | 10:20 | 20:08 | 25:42 | 25:42 | 15:22 | 11:22 |
 | Spectre | 10 | 55.56% | 80.0 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 05:11 | 02:16 | 03:21 | 03:45 | 07:24 | 09:04 | 04:03 | 03:00 |
 | Phoenix | 13 | 16.88% | 78.7 | 69.23% | +19.23% | -2.56% | -2.56% | 0.00% | 15:57 | -01:29 | 07:03 | 13:11 | 25:27 | 30:07 | 18:24 | 13:37 |
 | Io | 24 | 13.71% | 77.3 | 62.50% | +13.49% | -12.50% | +20.83% | 2.67% | 12:52 | -01:29 | 05:17 | 09:55 | 17:45 | 39:23 | 12:28 | 09:14 |
 | Templar Assassin | 43 | 25.44% | 76.0 | 53.49% | +2.70% | +10.15% | -26.22% | -18.98% | 06:39 | 02:50 | 05:32 | 06:18 | 07:27 | 11:34 | 01:55 | 01:25 |
 | Ogre Magi | 15 | 18.99% | 74.7 | 60.00% | +17.81% | -10.00% | +15.00% | 5.02% | 11:23 | 03:08 | 07:34 | 09:45 | 12:33 | 32:22 | 04:59 | 03:41 |
 | Shadow Demon | 10 | 7.52% | 73.3 | 70.00% | +16.34% | +30.00% | +30.00% | 0.00% | 05:06 | -01:29 | 03:41 | 04:02 | 07:54 | 12:47 | 04:13 | 03:07 |
 | Clinkz | 5 | 41.67% | 72.0 | 60.00% | +45.71% | +40.00% | -60.00% | -13.33% | 07:40 | 03:12 | 03:12 | 07:05 | 10:42 | 11:57 | 07:30 | 05:33 |
 | Drow Ranger | 4 | 17.39% | 70.7 | 75.00% | +32.89% | -75.00% | +25.00% | 0.00% | 07:08 | 06:10 | 06:10 | 06:35 | 07:29 | 08:18 | 01:19 | 00:58 |
 | Earth Spirit | 7 | 10.45% | 69.3 | 71.43% | +24.76% | -21.43% | -21.43% | 0.00% | 08:19 | 03:22 | 03:34 | 06:20 | 10:01 | 15:48 | 06:27 | 04:46 |
 | Troll Warlord | 2 | 8.70% | 68.0 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 05:34 | 04:03 | 04:03 | 07:04 | 07:04 | 07:04 | 03:01 | 02:14 |
 | Terrorblade | 25 | 24.04% | 66.7 | 52.00% | +6.43% | -18.67% | -2.00% | 14.09% | 06:45 | 01:20 | 06:14 | 06:45 | 07:25 | 10:02 | 01:11 | 00:52 |
 | Elder Titan | 3 | 33.33% | 65.3 | 66.67% | +16.67% | +33.33% | 0.00% | -7.09% | 16:30 | 14:33 | 14:33 | 15:41 | 19:15 | 19:15 | 04:42 | 03:28 |
 | Mars | 8 | 2.48% | 64.0 | 75.00% | +28.50% | +25.00% | -25.00% | 0.00% | 32:07 | 17:16 | 24:00 | 32:14 | 34:59 | 46:58 | 10:59 | 08:08 |
 | Windranger | 4 | 10.26% | 62.7 | 75.00% | +3.57% | +25.00% | -75.00% | -12.07% | 26:02 | 17:14 | 17:14 | 20:25 | 25:31 | 40:57 | 08:17 | 06:08 |
 | Earthshaker | 3 | 25.00% | 61.3 | 66.67% | +44.45% | +33.33% | 0.00% | 0.00% | 09:34 | -01:29 | -01:29 | -01:28 | 31:38 | 31:38 | 33:07 | 24:31 |
 | Ancient Apparition | 7 | 21.88% | 60.0 | 57.14% | +5.14% | -7.14% | +42.86% | 4.12% | 12:19 | 01:45 | 02:22 | 10:57 | 14:30 | 35:27 | 12:08 | 08:59 |
 | Grimstroke | 16 | 6.84% | 58.7 | 56.25% | +14.51% | +18.75% | -31.25% | -29.70% | 07:37 | -01:29 | -01:21 | 01:35 | 03:02 | 41:07 | 04:23 | 03:14 |
 | Bounty Hunter | 1 | 16.67% | 57.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 00:00 | 00:00 |
 | Gyrocopter | 26 | 33.33% | 56.0 | 42.31% | +5.77% | +29.12% | -8.98% | -7.70% | 08:40 | 01:23 | 03:45 | 06:03 | 08:42 | 51:43 | 04:57 | 03:40 |
 | Enchantress | 10 | 6.80% | 54.7 | 60.00% | +5.26% | +6.67% | +40.00% | 0.00% | 26:20 | 02:08 | 14:12 | 22:29 | 35:43 | 54:50 | 21:31 | 15:56 |
 | Hoodwink | 37 | 17.70% | 53.3 | 43.24% | -2.11% | +12.32% | -9.91% | -2.72% | 15:11 | 06:56 | 09:03 | 12:42 | 17:13 | 40:10 | 08:10 | 06:02 |
 | Witch Doctor | 1 | 14.29% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 |
 | Monkey King | 6 | 4.32% | 50.7 | 66.67% | +17.05% | -16.67% | +33.33% | 0.00% | 21:12 | 07:53 | 11:12 | 13:12 | 29:41 | 37:53 | 18:29 | 13:41 |
 | Techies | 14 | 56.00% | 49.3 | 35.71% | +17.53% | -10.71% | -35.71% | -14.15% | 09:55 | 03:31 | 09:17 | 09:34 | 11:03 | 14:26 | 01:46 | 01:18 |
 | Broodmother | 1 | 11.11% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 00:00 | 00:00 |
 | Rubick | 2 | 2.20% | 46.7 | 100.00% | +50.56% | 0.00% | 0.00% | 0.00% | 05:44 | -01:29 | -01:29 | 12:56 | 12:56 | 12:56 | 14:25 | 10:40 |
 | Puck | 2 | 1.87% | 45.3 | 100.00% | +50.48% | 0.00% | 0.00% | 0.00% | 12:05 | 05:48 | 05:48 | 18:21 | 18:21 | 18:21 | 12:33 | 09:17 |
 | Brewmaster | 5 | 7.69% | 44.0 | 60.00% | 0.00% | +40.00% | -60.00% | 0.00% | 30:27 | 08:43 | 08:43 | 13:17 | 58:07 | 60:06 | 49:24 | 36:35 |
 | Oracle | 1 | 7.14% | 42.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 00:00 | 00:00 |
 | Tiny | 4 | 1.33% | 41.3 | 75.00% | +23.65% | -75.00% | +25.00% | 0.00% | 16:42 | 02:39 | 02:39 | 06:51 | 08:45 | 48:32 | 06:06 | 04:31 |
 | Disruptor | 7 | 20.00% | 40.0 | 42.86% | +14.29% | -42.86% | -42.86% | 0.00% | 08:33 | -01:29 | 03:41 | 05:28 | 12:23 | 19:43 | 08:42 | 06:26 |
 | Treant Protector | 6 | 10.34% | 38.7 | 50.00% | -7.69% | 0.00% | +50.00% | 15.46% | 15:37 | 06:49 | 09:21 | 10:42 | 12:35 | 42:09 | 03:14 | 02:23 |
 | Bane | 2 | 0.77% | 37.3 | 100.00% | +44.96% | 0.00% | 0.00% | 0.00% | 24:10 | 23:59 | 23:59 | 24:21 | 24:21 | 24:21 | 00:22 | 00:16 |
 | Snapfire | 9 | 6.47% | 36.0 | 44.44% | +6.75% | -44.44% | +55.56% | 16.57% | 13:58 | 04:09 | 08:18 | 12:08 | 14:20 | 38:56 | 06:02 | 04:28 |
 | Weaver | 3 | 2.29% | 34.7 | 66.67% | +15.89% | +33.33% | 0.00% | 0.00% | 14:58 | 02:06 | 02:06 | 10:05 | 32:43 | 32:43 | 30:37 | 22:40 |
 | Razor | 8 | 7.84% | 33.3 | 37.50% | -18.88% | +12.50% | +12.50% | 0.00% | 07:07 | 03:26 | 04:19 | 05:53 | 07:20 | 16:06 | 03:01 | 02:14 |
 | Pugna | 12 | 6.90% | 32.0 | 33.33% | -16.67% | 0.00% | -33.33% | -2.51% | 14:08 | 04:16 | 05:46 | 15:15 | 19:03 | 24:04 | 13:17 | 09:50 |
 | Viper | 1 | 1.54% | 30.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:38 | 22:38 | 22:38 | 22:38 | 22:38 | 22:38 | 00:00 | 00:00 |
 | Void Spirit | 1 | 1.03% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 00:00 | 00:00 |
 | Dark Willow | 2 | 11.76% | 28.0 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 11:31 | 09:08 | 09:08 | 13:53 | 13:53 | 13:53 | 04:45 | 03:31 |
 | Undying | 5 | 6.76% | 26.7 | 40.00% | -3.48% | -40.00% | +60.00% | 0.00% | 18:08 | 12:42 | 12:42 | 16:13 | 18:14 | 29:36 | 05:32 | 04:05 |
 | Kunkka | 1 | 0.85% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 |
 | Silencer | 3 | 27.27% | 24.0 | 33.33% | -4.17% | -33.33% | 0.00% | 2.18% | 07:08 | 01:36 | 01:36 | 02:55 | 16:53 | 16:53 | 15:17 | 11:19 |
 | Venomancer | 2 | 10.53% | 22.7 | 50.00% | +8.82% | -50.00% | 0.00% | 0.00% | 15:11 | 06:24 | 06:24 | 23:58 | 23:58 | 23:58 | 17:34 | 13:00 |
 | Keeper of the Light | 5 | 2.30% | 21.3 | 40.00% | -11.89% | -40.00% | -40.00% | 0.00% | 26:30 | 12:24 | 12:24 | 21:40 | 23:08 | 55:47 | 10:44 | 07:57 |
 | Nature's Prophet | 2 | 4.88% | 20.0 | 50.00% | +14.10% | -50.00% | 0.00% | 0.00% | 24:28 | 23:41 | 23:41 | 25:15 | 25:15 | 25:15 | 01:34 | 01:09 |
 | Naga Siren | 4 | 26.67% | 18.7 | 25.00% | -56.82% | -25.00% | -25.00% | 0.00% | 09:26 | 05:51 | 05:51 | 08:57 | 08:58 | 13:59 | 03:07 | 02:18 |
 | Bloodseeker | 2 | 3.70% | 17.3 | 50.00% | +1.92% | -50.00% | 0.00% | 0.00% | 11:45 | 10:27 | 10:27 | 13:02 | 13:02 | 13:02 | 02:35 | 01:54 |
 | Sand King | 13 | 4.36% | 16.0 | 23.08% | -29.20% | -23.08% | -23.08% | 0.00% | 17:53 | 10:47 | 12:16 | 16:17 | 21:42 | 32:22 | 09:26 | 06:59 |
 | Clockwerk | 3 | 4.17% | 14.7 | 33.33% | -10.15% | +66.67% | 0.00% | 0.00% | 41:15 | 23:33 | 23:33 | 42:09 | 58:03 | 58:03 | 34:30 | 25:33 |
 | Tidehunter | 3 | 3.61% | 13.3 | 33.33% | -0.42% | -33.33% | 0.00% | 0.00% | 20:22 | 09:55 | 09:55 | 16:07 | 35:03 | 35:03 | 25:08 | 18:37 |
 | Tusk | 3 | 3.16% | 12.0 | 33.33% | -10.15% | -33.33% | 0.00% | 0.00% | 24:33 | 06:53 | 06:53 | 25:50 | 40:57 | 40:57 | 34:04 | 25:14 |
 | Ember Spirit | 3 | 1.47% | 10.7 | 33.33% | -15.43% | -33.33% | 0.00% | 0.00% | 04:42 | 03:39 | 03:39 | 03:58 | 06:30 | 06:30 | 02:51 | 02:06 |
 | Pangolier | 4 | 1.75% | 9.3 | 25.00% | -27.68% | -25.00% | -25.00% | 0.00% | 23:31 | 10:23 | 10:23 | 22:06 | 28:27 | 33:09 | 18:04 | 13:22 |
 | Death Prophet | 1 | 0.43% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:31 | 05:31 | 05:31 | 05:31 | 05:31 | 05:31 | 00:00 | 00:00 |
 | Dazzle | 1 | 12.50% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 5.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 00:00 | 00:00 |
 | Juggernaut | 1 | 1.96% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:18 | 13:18 | 13:18 | 13:18 | 13:18 | 13:18 | 00:00 | 00:00 |
 | Underlord | 2 | 3.70% | 2.7 | 0.00% | -65.38% | 0.00% | 0.00% | 0.00% | 39:35 | 35:56 | 35:56 | 43:14 | 43:14 | 43:14 | 07:18 | 05:24 |
 | Lich | 1 | 3.85% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 00:00 | 00:00 |