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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 | |
 | Tranquil Boots | 1375 | 18.36% | 56.2 | 52.36% | +8.02% | -0.91% | +3.74% | 0.53% | 14:24 | 03:00 | 08:47 | 12:15 | 17:32 | 52:26 | 06:28 |
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 | |
 | Abaddon | 76 | 84.44% | 100.0 | 68.42% | +11.28% | 0.00% | -5.26% | -0.83% | 15:42 | 07:06 | 11:53 | 13:45 | 18:13 | 40:39 | 06:20 | 04:41 |
 | Omniknight | 13 | 44.83% | 98.4 | 76.92% | +51.92% | +23.08% | -10.25% | -2.75% | 20:08 | 08:40 | 11:19 | 16:45 | 23:26 | 44:49 | 12:07 | 08:58 |
 | Shadow Demon | 54 | 43.90% | 96.9 | 66.67% | +17.39% | +11.90% | -20.52% | -2.46% | 20:40 | 08:17 | 13:09 | 18:57 | 26:21 | 41:46 | 13:12 | 09:46 |
 | Nyx Assassin | 29 | 74.36% | 95.3 | 62.07% | +32.07% | -4.93% | +9.36% | 5.36% | 09:29 | 04:46 | 07:01 | 08:44 | 09:41 | 27:18 | 02:40 | 01:58 |
 | Phoenix | 48 | 94.12% | 93.8 | 58.33% | +25.00% | -16.66% | +8.34% | 6.15% | 11:01 | 04:50 | 07:17 | 09:16 | 11:21 | 38:21 | 04:04 | 03:00 |
 | Jakiro | 13 | 38.24% | 92.2 | 69.23% | +16.85% | -2.56% | +30.77% | 3.95% | 16:58 | 08:26 | 12:17 | 14:45 | 20:43 | 28:45 | 08:26 | 06:14 |
 | Enchantress | 26 | 20.31% | 90.6 | 69.23% | +19.23% | -12.09% | +14.10% | 2.33% | 23:53 | 08:40 | 17:16 | 22:58 | 28:29 | 52:19 | 11:13 | 08:18 |
 | Elder Titan | 5 | 83.33% | 89.1 | 60.00% | -40.00% | +40.00% | +40.00% | 0.00% | 08:35 | 04:25 | 04:25 | 10:21 | 10:49 | 10:55 | 06:24 | 04:44 |
 | Visage | 14 | 77.78% | 87.5 | 57.14% | +7.14% | -7.14% | -23.81% | -0.88% | 22:44 | 06:00 | 13:47 | 20:32 | 32:40 | 52:26 | 18:53 | 13:59 |
 | Keeper of the Light | 144 | 79.12% | 85.9 | 54.17% | +4.17% | -12.50% | +12.50% | 6.64% | 08:42 | 03:37 | 06:12 | 07:37 | 09:58 | 35:36 | 03:46 | 02:47 |
 | Lion | 17 | 100.00% | 84.4 | 52.94% | +52.94% | +22.06% | -27.94% | -14.56% | 07:56 | 04:02 | 05:40 | 07:45 | 09:06 | 12:56 | 03:26 | 02:32 |
 | Shadow Shaman | 44 | 43.56% | 82.8 | 56.82% | +9.45% | +25.00% | -2.27% | -3.28% | 15:58 | 03:58 | 09:30 | 12:20 | 17:49 | 42:05 | 08:19 | 06:09 |
 | Bane | 122 | 53.04% | 81.3 | 53.28% | -5.98% | +4.78% | -13.28% | -1.80% | 17:09 | 05:56 | 12:00 | 14:49 | 22:01 | 37:37 | 10:01 | 07:25 |
 | Grimstroke | 55 | 30.22% | 79.7 | 56.36% | +19.35% | -13.50% | +0.78% | 1.25% | 19:15 | 06:28 | 12:25 | 17:43 | 23:48 | 49:17 | 11:23 | 08:25 |
 | Vengeful Spirit | 16 | 55.17% | 78.1 | 56.25% | -12.98% | +18.75% | -6.25% | -1.84% | 18:30 | 07:22 | 10:32 | 14:03 | 24:07 | 37:38 | 13:35 | 10:03 |
 | Rubick | 14 | 18.42% | 76.6 | 64.29% | +12.68% | +10.71% | +2.38% | -0.84% | 22:36 | 08:14 | 16:23 | 21:40 | 26:16 | 42:30 | 09:53 | 07:19 |
 | Hoodwink | 40 | 20.94% | 75.0 | 55.00% | +12.62% | +15.00% | +5.00% | -1.14% | 20:39 | 10:31 | 15:44 | 21:52 | 24:32 | 48:41 | 08:48 | 06:31 |
 | Pugna | 106 | 82.17% | 73.4 | 45.28% | -6.89% | +6.57% | -18.36% | -5.75% | 12:46 | 04:47 | 09:46 | 11:36 | 14:06 | 33:39 | 04:20 | 03:12 |
 | Crystal Maiden | 11 | 91.67% | 71.9 | 45.45% | -54.55% | -12.12% | +21.22% | 10.31% | 11:36 | 06:36 | 09:28 | 11:31 | 12:42 | 19:39 | 03:14 | 02:23 |
 | Clockwerk | 62 | 96.88% | 70.3 | 41.94% | -8.06% | -16.94% | -1.94% | 3.69% | 09:33 | 03:00 | 06:40 | 08:49 | 10:44 | 34:34 | 04:04 | 03:00 |
 | Skywrath Mage | 18 | 22.50% | 68.8 | 55.56% | +2.33% | -35.56% | -30.56% | 0.35% | 20:55 | 08:52 | 12:34 | 19:09 | 26:41 | 44:03 | 14:07 | 10:27 |
 | Lich | 19 | 95.00% | 67.2 | 42.11% | +42.11% | -22.11% | +17.89% | 18.32% | 12:55 | 08:23 | 10:40 | 11:42 | 12:51 | 25:17 | 02:11 | 01:37 |
 | Ogre Magi | 31 | 41.33% | 65.6 | 48.39% | +2.94% | +14.11% | +14.11% | 0.00% | 16:19 | 10:08 | 12:14 | 14:02 | 15:32 | 29:46 | 03:18 | 02:26 |
 | Undying | 19 | 28.79% | 64.1 | 52.63% | +12.20% | +27.37% | -12.63% | -5.18% | 19:11 | 07:25 | 12:48 | 18:19 | 20:31 | 42:12 | 07:43 | 05:42 |
 | Brewmaster | 15 | 31.25% | 62.5 | 53.33% | -13.34% | +21.67% | +46.67% | 3.01% | 11:07 | 04:27 | 05:34 | 09:25 | 13:52 | 19:15 | 08:18 | 06:08 |
 | Mars | 4 | 1.54% | 60.9 | 100.00% | +51.76% | 0.00% | 0.00% | 0.00% | 13:17 | 07:50 | 07:50 | 10:36 | 12:12 | 22:30 | 04:22 | 03:14 |
 | Oracle | 5 | 35.71% | 59.4 | 60.00% | +15.56% | +40.00% | -60.00% | -30.93% | 21:02 | 14:45 | 14:45 | 17:04 | 17:59 | 40:20 | 03:14 | 02:23 |
 | Sand King | 73 | 25.98% | 57.8 | 45.21% | -9.12% | -0.77% | -6.32% | -1.96% | 07:46 | 03:36 | 04:52 | 06:14 | 07:42 | 30:24 | 02:50 | 02:05 |
 | Tiny | 21 | 7.89% | 56.3 | 57.14% | +4.08% | +22.86% | -37.14% | -15.93% | 08:58 | 03:04 | 04:43 | 07:08 | 08:29 | 38:26 | 03:46 | 02:47 |
 | Dark Willow | 12 | 80.00% | 54.7 | 41.67% | +8.34% | -8.34% | -41.67% | -7.84% | 10:49 | 04:27 | 08:43 | 11:19 | 12:58 | 15:31 | 04:15 | 03:08 |
 | Death Prophet | 30 | 13.82% | 53.1 | 50.00% | -1.34% | +25.00% | +7.14% | -2.92% | 14:14 | 08:12 | 09:54 | 11:34 | 16:01 | 48:00 | 06:07 | 04:31 |
 | Mirana | 16 | 10.81% | 51.6 | 56.25% | +0.95% | -6.25% | -31.25% | -2.85% | 21:44 | 06:27 | 16:57 | 21:40 | 25:44 | 35:04 | 08:47 | 06:30 |
 | Pudge | 2 | 66.67% | 50.0 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 11:45 | 11:29 | 11:29 | 12:01 | 12:01 | 12:01 | 00:32 | 00:23 |
 | Tusk | 42 | 47.73% | 48.4 | 40.48% | -7.35% | -13.21% | +39.52% | 7.70% | 12:58 | 04:01 | 07:50 | 10:51 | 14:41 | 29:16 | 06:51 | 05:04 |
 | Doom | 4 | 9.52% | 46.9 | 75.00% | +22.37% | -75.00% | +25.00% | 0.00% | 08:10 | 06:26 | 06:26 | 07:51 | 08:20 | 10:03 | 01:54 | 01:24 |
 | Silencer | 4 | 50.00% | 45.3 | 50.00% | +25.00% | +50.00% | +50.00% | 0.00% | 10:40 | 09:37 | 09:37 | 10:27 | 10:35 | 12:00 | 00:58 | 00:42 |
 | Treant Protector | 16 | 39.02% | 43.8 | 43.75% | -12.25% | -18.75% | +56.25% | 11.39% | 16:08 | 07:16 | 11:15 | 12:41 | 17:50 | 37:47 | 06:35 | 04:52 |
 | Earth Spirit | 19 | 29.69% | 42.2 | 42.11% | -9.00% | -2.11% | +17.89% | 3.02% | 12:01 | 04:01 | 08:01 | 10:35 | 14:38 | 26:23 | 06:37 | 04:54 |
 | Ancient Apparition | 9 | 31.03% | 40.6 | 44.44% | -10.56% | -44.44% | +55.56% | 8.86% | 17:31 | 10:06 | 10:55 | 16:55 | 22:12 | 27:31 | 11:17 | 08:21 |
 | Lycan | 1 | 11.11% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 00:00 | 00:00 |
 | Snapfire | 19 | 17.43% | 37.5 | 42.11% | +14.33% | +17.89% | -2.11% | -4.72% | 15:02 | 07:58 | 10:21 | 13:35 | 14:35 | 29:48 | 04:14 | 03:08 |
 | Disruptor | 20 | 64.52% | 35.9 | 30.00% | -6.36% | +10.00% | -10.00% | -4.40% | 15:14 | 10:13 | 11:37 | 13:19 | 16:10 | 37:07 | 04:33 | 03:22 |
 | Witch Doctor | 3 | 75.00% | 34.4 | 33.33% | +33.33% | -33.33% | 0.00% | 4.51% | 11:15 | 06:56 | 06:56 | 12:29 | 14:19 | 14:19 | 07:23 | 05:28 |
 | Enigma | 1 | 7.14% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 00:00 | 00:00 |
 | Pangolier | 8 | 4.21% | 31.3 | 50.00% | -1.65% | 0.00% | -50.00% | 0.00% | 14:39 | 06:26 | 07:51 | 09:43 | 10:04 | 52:20 | 02:13 | 01:38 |
 | Windranger | 1 | 4.55% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 00:00 | 00:00 |
 | Lina | 3 | 3.57% | 28.1 | 66.67% | +18.52% | +33.33% | 0.00% | 0.00% | 19:55 | 17:29 | 17:29 | 20:58 | 21:19 | 21:19 | 03:50 | 02:50 |
 | Viper | 4 | 7.69% | 26.6 | 50.00% | +12.50% | -50.00% | +50.00% | 0.00% | 17:11 | 12:07 | 12:07 | 12:50 | 19:27 | 24:18 | 07:20 | 05:25 |
 | Necrophos | 1 | 1.49% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.93% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Weaver | 1 | 0.80% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |
 | Gyrocopter | 13 | 17.11% | 20.3 | 23.08% | -19.78% | +43.59% | -23.08% | -9.39% | 16:25 | 07:13 | 10:37 | 13:11 | 17:43 | 30:44 | 07:06 | 05:15 |
 | Chen | 4 | 30.77% | 18.8 | 25.00% | -30.56% | -25.00% | +75.00% | 0.00% | 27:02 | 16:03 | 16:03 | 25:12 | 29:11 | 37:43 | 13:08 | 09:43 |
 | Winter Wyvern | 3 | 15.79% | 17.2 | 33.33% | -22.92% | -33.33% | 0.00% | 2.60% | 16:27 | 12:09 | 12:09 | 12:12 | 24:59 | 24:59 | 12:50 | 09:30 |
 | Beastmaster | 2 | 4.26% | 15.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 12:23 | 04:23 | 04:23 | 20:23 | 20:23 | 20:23 | 16:00 | 11:51 |
 | Techies | 3 | 12.50% | 14.1 | 33.33% | +4.76% | -33.33% | 0.00% | 0.00% | 15:16 | 08:43 | 08:43 | 16:48 | 20:17 | 20:17 | 11:34 | 08:34 |
 | Venomancer | 9 | 60.00% | 12.5 | 11.11% | -72.22% | -11.11% | -11.11% | 0.00% | 09:07 | 04:16 | 05:14 | 07:02 | 10:08 | 19:19 | 04:54 | 03:37 |
 | Dark Seer | 1 | 5.26% | 10.9 | 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 |
 | Dazzle | 3 | 37.50% | 9.4 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 24:51 | 13:12 | 13:12 | 13:18 | 48:03 | 48:03 | 34:51 | 25:48 |
 | Bounty Hunter | 2 | 33.33% | 7.8 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 10:43 | 07:07 | 07:07 | 14:18 | 14:18 | 14:18 | 07:11 | 05:19 |
 | Spirit Breaker | 1 | 8.33% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 00:00 | 00:00 |
 | Batrider | 1 | 2.33% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 00:00 | 00:00 |
 | Earthshaker | 1 | 10.00% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.51% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 00:00 | 00:00 |