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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 | 5390 | 15.37% | 45.8 | 53.25% | +7.57% | +0.83% | +3.62% | 0.25% | 15:50 | 00:59 | 09:18 | 12:14 | 20:27 | 1:08:46 | 08:15 |
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 | |
 | Chen | 26 | 25.49% | 100.0 | 73.08% | +21.76% | +12.63% | -23.08% | -3.95% | 27:46 | 12:05 | 22:48 | 27:32 | 31:50 | 40:32 | 09:02 | 06:41 |
 | Riki | 51 | 23.08% | 98.8 | 68.63% | +15.10% | +8.29% | -7.09% | -0.87% | 25:23 | 07:02 | 16:13 | 24:32 | 33:59 | 56:28 | 17:46 | 13:09 |
 | Warlock | 10 | 16.13% | 97.5 | 80.00% | +24.23% | +20.00% | -30.00% | -5.13% | 25:57 | 12:26 | 21:39 | 24:59 | 31:24 | 32:42 | 09:45 | 07:13 |
 | Lycan | 21 | 9.13% | 96.3 | 76.19% | +28.34% | +3.81% | -16.19% | -1.64% | 37:39 | 19:58 | 30:54 | 34:29 | 43:07 | 58:33 | 12:13 | 09:02 |
 | Doom | 38 | 5.51% | 95.1 | 71.05% | +22.74% | +8.95% | +6.73% | -0.28% | 10:41 | 03:47 | 05:57 | 07:21 | 13:57 | 30:30 | 08:00 | 05:55 |
 | Beastmaster | 55 | 7.53% | 93.8 | 67.27% | +12.75% | +4.16% | -2.98% | -0.55% | 30:02 | 17:09 | 22:21 | 29:02 | 35:14 | 56:30 | 12:53 | 09:32 |
 | Pugna | 226 | 59.32% | 92.6 | 57.08% | +4.82% | +4.32% | +1.85% | -0.23% | 16:34 | 05:16 | 10:29 | 14:54 | 21:08 | 49:08 | 10:39 | 07:53 |
 | Clockwerk | 579 | 87.33% | 91.4 | 54.75% | -1.20% | -0.27% | -3.72% | -0.86% | 10:17 | 00:59 | 07:48 | 09:37 | 11:48 | 56:23 | 04:00 | 02:57 |
 | Batrider | 191 | 28.81% | 90.1 | 58.12% | +10.03% | -12.29% | -6.04% | 1.54% | 10:33 | 03:19 | 07:22 | 09:11 | 11:25 | 53:58 | 04:03 | 03:00 |
 | Disruptor | 360 | 49.66% | 88.9 | 55.56% | +4.05% | +1.11% | +3.33% | 0.36% | 14:57 | 05:13 | 10:33 | 12:43 | 16:40 | 46:49 | 06:07 | 04:31 |
 | Mirana | 71 | 10.09% | 87.7 | 63.38% | +9.67% | -18.94% | +8.84% | 1.34% | 26:17 | 06:20 | 16:29 | 25:33 | 37:11 | 51:34 | 20:42 | 15:20 |
 | Lion | 114 | 79.72% | 86.4 | 54.39% | +6.11% | -13.01% | +2.75% | 1.85% | 12:06 | 04:08 | 07:56 | 09:22 | 16:26 | 51:42 | 08:30 | 06:17 |
 | Lich | 158 | 63.97% | 85.2 | 54.43% | -1.75% | -1.93% | +7.11% | 1.11% | 16:23 | 06:34 | 11:06 | 13:15 | 19:16 | 43:24 | 08:10 | 06:02 |
 | Bounty Hunter | 75 | 47.47% | 84.0 | 56.00% | +2.43% | +7.16% | -8.63% | -2.76% | 13:29 | 05:44 | 08:44 | 10:27 | 14:27 | 43:39 | 05:43 | 04:14 |
 | Elder Titan | 74 | 67.89% | 82.7 | 54.05% | +8.34% | +19.63% | +1.51% | -3.22% | 13:56 | 05:20 | 09:00 | 11:41 | 14:38 | 38:53 | 05:38 | 04:10 |
 | Primal Beast | 57 | 12.10% | 81.5 | 61.40% | +12.37% | -4.26% | -4.26% | 0.00% | 19:35 | 03:17 | 09:57 | 20:48 | 28:03 | 37:18 | 18:06 | 13:24 |
 | Keeper of the Light | 171 | 38.43% | 80.2 | 54.39% | +7.31% | +10.73% | -3.23% | -1.56% | 12:39 | 02:37 | 07:13 | 09:41 | 16:09 | 39:55 | 08:56 | 06:37 |
 | Rubick | 272 | 19.75% | 79.0 | 54.78% | +9.98% | +4.04% | -6.25% | -0.89% | 23:06 | 05:57 | 16:40 | 21:23 | 28:12 | 52:25 | 11:32 | 08:32 |
 | Techies | 91 | 14.24% | 77.8 | 58.24% | +8.24% | +2.63% | -10.41% | -0.90% | 19:22 | 05:48 | 10:46 | 16:53 | 25:18 | 47:57 | 14:32 | 10:45 |
 | Silencer | 195 | 35.01% | 76.5 | 52.31% | +2.86% | -7.41% | +4.83% | 0.90% | 19:46 | 05:19 | 11:49 | 16:38 | 25:27 | 57:51 | 13:38 | 10:05 |
 | Enchantress | 97 | 17.23% | 75.3 | 55.67% | +11.46% | -14.00% | +6.83% | 1.75% | 22:16 | 06:57 | 16:10 | 22:12 | 28:06 | 41:45 | 11:56 | 08:50 |
 | Tiny | 171 | 23.85% | 74.1 | 53.22% | +3.59% | +4.92% | +7.25% | 0.26% | 13:00 | 04:30 | 07:58 | 09:51 | 17:04 | 44:45 | 09:06 | 06:44 |
 | Ancient Apparition | 19 | 20.00% | 72.8 | 63.16% | +10.53% | -43.16% | +16.84% | 2.65% | 22:20 | 07:30 | 11:00 | 17:50 | 33:38 | 53:58 | 22:38 | 16:45 |
 | Vengeful Spirit | 90 | 54.88% | 71.6 | 51.11% | +15.97% | -7.63% | +7.98% | 1.28% | 17:39 | 06:12 | 10:10 | 11:50 | 22:19 | 55:05 | 12:09 | 09:00 |
 | Dark Willow | 125 | 54.82% | 70.4 | 50.40% | +2.83% | +1.21% | +4.44% | 0.56% | 13:16 | 04:25 | 09:18 | 10:50 | 15:07 | 42:38 | 05:49 | 04:18 |
 | Tusk | 203 | 31.09% | 69.1 | 50.74% | +7.85% | -1.72% | +13.97% | 2.50% | 13:13 | 03:34 | 08:26 | 10:33 | 14:43 | 56:40 | 06:17 | 04:39 |
 | Crystal Maiden | 357 | 84.20% | 67.9 | 47.62% | -10.59% | +5.19% | -3.80% | -2.11% | 12:55 | 04:50 | 09:29 | 11:23 | 13:45 | 48:40 | 04:16 | 03:09 |
 | Venomancer | 74 | 44.85% | 66.7 | 51.35% | -0.30% | +6.54% | +4.21% | -0.28% | 14:57 | 07:00 | 09:53 | 11:50 | 18:21 | 1:02:39 | 08:28 | 06:16 |
 | Phoenix | 338 | 93.11% | 65.4 | 47.04% | +7.04% | +9.43% | -7.75% | -5.29% | 10:18 | 02:51 | 08:10 | 09:48 | 11:25 | 31:23 | 03:15 | 02:24 |
 | Undying | 177 | 26.42% | 64.2 | 50.85% | +5.62% | -7.67% | -5.40% | 0.13% | 21:17 | 07:16 | 12:23 | 18:10 | 29:21 | 1:08:46 | 16:58 | 12:34 |
 | Shadow Demon | 89 | 29.97% | 63.0 | 51.69% | +2.65% | -1.69% | -19.87% | -1.67% | 22:24 | 04:46 | 16:56 | 21:32 | 27:51 | 44:20 | 10:55 | 08:05 |
 | Invoker | 7 | 3.40% | 61.7 | 85.71% | +39.98% | +14.29% | +14.29% | 0.00% | 12:54 | 10:02 | 10:04 | 10:56 | 11:37 | 19:14 | 01:33 | 01:08 |
 | Visage | 72 | 36.92% | 60.5 | 50.00% | -2.85% | +5.56% | 0.00% | -0.36% | 15:52 | 05:03 | 06:49 | 11:14 | 22:15 | 58:31 | 15:26 | 11:25 |
 | Spirit Breaker | 51 | 12.44% | 59.3 | 54.90% | +10.33% | +6.64% | +14.33% | 0.46% | 19:10 | 04:42 | 09:01 | 13:17 | 25:44 | 50:21 | 16:43 | 12:22 |
 | Nyx Assassin | 47 | 61.04% | 58.0 | 46.81% | +16.81% | +28.19% | -13.48% | -10.59% | 09:11 | 04:30 | 06:03 | 07:52 | 09:59 | 25:17 | 03:56 | 02:54 |
 | Bane | 17 | 40.48% | 56.8 | 52.94% | +8.94% | -27.94% | -2.94% | 2.01% | 18:11 | 07:09 | 10:57 | 19:00 | 23:24 | 36:45 | 12:27 | 09:13 |
 | Oracle | 30 | 19.87% | 55.6 | 53.33% | -5.35% | +21.67% | -39.04% | -4.19% | 20:32 | 08:00 | 11:46 | 20:30 | 26:15 | 44:01 | 14:29 | 10:43 |
 | Jakiro | 58 | 42.65% | 54.3 | 46.55% | +5.52% | +6.78% | -10.84% | -1.11% | 20:57 | 08:44 | 12:46 | 15:13 | 28:40 | 45:23 | 15:54 | 11:46 |
 | Skywrath Mage | 43 | 10.57% | 53.1 | 53.49% | +6.24% | -17.13% | +19.24% | 3.57% | 21:47 | 07:45 | 15:33 | 22:41 | 25:44 | 46:21 | 10:11 | 07:32 |
 | Treant Protector | 121 | 19.90% | 51.9 | 43.80% | -12.05% | +2.87% | +2.87% | 0.00% | 17:52 | 05:53 | 10:20 | 13:46 | 23:05 | 55:02 | 12:45 | 09:26 |
 | Enigma | 6 | 2.21% | 50.6 | 83.33% | +32.01% | +16.67% | +16.67% | 0.00% | 21:59 | 09:12 | 11:50 | 17:20 | 28:35 | 46:39 | 16:45 | 12:24 |
 | Earthshaker | 13 | 7.56% | 49.4 | 61.54% | +6.82% | -28.21% | +38.46% | 2.71% | 21:36 | 06:19 | 06:46 | 21:26 | 31:24 | 38:47 | 24:38 | 18:14 |
 | Mars | 8 | 2.91% | 48.1 | 75.00% | +33.80% | +25.00% | +25.00% | 0.00% | 09:27 | 07:03 | 07:46 | 09:21 | 09:33 | 13:13 | 01:47 | 01:19 |
 | Brewmaster | 37 | 23.27% | 46.9 | 45.95% | -7.33% | +20.72% | -1.51% | -3.60% | 09:39 | 03:21 | 05:11 | 07:35 | 11:22 | 30:01 | 06:11 | 04:34 |
 | Luna | 3 | 2.19% | 45.7 | 100.00% | +49.25% | 0.00% | 0.00% | 0.00% | 18:36 | 17:45 | 17:45 | 18:33 | 19:31 | 19:31 | 01:46 | 01:18 |
 | Grimstroke | 21 | 17.80% | 44.4 | 47.62% | +2.26% | -27.62% | -27.62% | 0.00% | 24:12 | 09:51 | 16:33 | 22:49 | 31:14 | 49:20 | 14:41 | 10:52 |
 | Marci | 7 | 2.82% | 43.2 | 71.43% | +25.37% | -21.43% | +28.57% | 0.00% | 17:13 | 08:11 | 10:58 | 15:51 | 18:59 | 33:34 | 08:01 | 05:56 |
 | Snapfire | 54 | 8.35% | 42.0 | 42.59% | -2.10% | -14.02% | +11.26% | 2.14% | 18:52 | 06:40 | 11:16 | 14:41 | 23:05 | 59:40 | 11:49 | 08:45 |
 | Abaddon | 26 | 20.97% | 40.7 | 42.31% | -8.71% | +29.12% | +7.69% | -3.41% | 15:22 | 10:03 | 11:06 | 12:40 | 17:23 | 38:48 | 06:17 | 04:39 |
 | Gyrocopter | 17 | 13.71% | 39.5 | 47.06% | -4.34% | +2.94% | +2.94% | 0.00% | 19:01 | 06:44 | 10:33 | 19:10 | 25:25 | 34:50 | 14:52 | 11:00 |
 | Shadow Shaman | 6 | 28.57% | 38.3 | 50.00% | -3.33% | -50.00% | +50.00% | 3.62% | 22:45 | 06:53 | 11:11 | 12:54 | 38:47 | 42:03 | 27:36 | 20:26 |
 | Hoodwink | 16 | 5.69% | 37.0 | 50.00% | +11.51% | 0.00% | +50.00% | 4.38% | 23:33 | 08:30 | 15:34 | 23:49 | 26:59 | 44:14 | 11:25 | 08:27 |
 | Pudge | 22 | 16.54% | 35.8 | 40.91% | -12.24% | +9.09% | -0.91% | -6.12% | 06:12 | 03:36 | 05:08 | 06:05 | 06:46 | 11:51 | 01:38 | 01:12 |
 | Sven | 11 | 4.60% | 34.6 | 54.55% | +4.55% | +12.12% | -21.22% | 0.00% | 19:56 | 10:54 | 12:23 | 14:20 | 22:44 | 36:55 | 10:21 | 07:40 |
 | Witch Doctor | 5 | 8.06% | 33.3 | 60.00% | +5.61% | -60.00% | +40.00% | 0.00% | 20:56 | 11:01 | 11:01 | 20:04 | 26:38 | 34:37 | 15:37 | 11:34 |
 | Omniknight | 9 | 17.31% | 32.1 | 44.44% | -13.70% | +5.56% | +5.56% | 0.00% | 23:05 | 11:46 | 14:50 | 20:47 | 29:21 | 44:52 | 14:31 | 10:45 |
 | Earth Spirit | 31 | 15.58% | 30.9 | 35.48% | -12.73% | +2.02% | +2.02% | 0.00% | 11:54 | 04:50 | 06:43 | 09:58 | 12:41 | 27:05 | 05:58 | 04:25 |
 | Dazzle | 6 | 13.04% | 29.6 | 50.00% | 0.00% | 0.00% | -50.00% | -4.87% | 19:36 | 08:35 | 09:51 | 12:38 | 20:07 | 51:29 | 10:16 | 07:36 |
 | Dawnbreaker | 2 | 0.89% | 28.4 | 100.00% | +53.81% | 0.00% | 0.00% | 0.00% | 35:57 | 35:18 | 35:18 | 36:35 | 36:35 | 36:35 | 01:17 | 00:57 |
 | Muerta | 8 | 5.67% | 27.2 | 50.00% | +3.38% | 0.00% | +50.00% | 0.00% | 23:54 | 09:37 | 15:08 | 20:01 | 23:16 | 53:58 | 08:08 | 06:01 |
 | Monkey King | 2 | 0.45% | 25.9 | 100.00% | +47.51% | 0.00% | 0.00% | 0.00% | 29:18 | 25:59 | 25:59 | 32:36 | 32:36 | 32:36 | 06:37 | 04:54 |
 | Centaur Warrunner | 3 | 1.46% | 24.7 | 66.67% | +19.38% | +33.33% | 0.00% | 0.00% | 10:48 | 08:13 | 08:13 | 08:50 | 15:21 | 15:21 | 07:08 | 05:17 |
 | Tidehunter | 3 | 1.00% | 23.5 | 66.67% | +17.01% | +33.33% | 0.00% | 0.00% | 23:54 | 12:31 | 12:31 | 18:33 | 40:38 | 40:38 | 28:07 | 20:49 |
 | Ogre Magi | 13 | 27.66% | 22.2 | 23.08% | -32.80% | +43.59% | -23.08% | -5.78% | 18:37 | 12:04 | 12:13 | 13:30 | 23:45 | 31:02 | 11:32 | 08:32 |
 | Alchemist | 4 | 1.52% | 21.0 | 50.00% | -3.08% | +50.00% | -50.00% | 0.00% | 11:36 | 05:52 | 05:52 | 06:26 | 07:39 | 26:27 | 01:47 | 01:19 |
 | Slark | 1 | 0.29% | 19.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 0.18% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Death Prophet | 5 | 0.90% | 17.3 | 40.00% | -9.19% | -40.00% | -40.00% | 0.00% | 14:49 | 05:12 | 05:12 | 12:48 | 22:49 | 25:36 | 17:37 | 13:02 |
 | Dragon Knight | 2 | 0.71% | 16.0 | 50.00% | +4.32% | +50.00% | 0.00% | 0.00% | 25:13 | 13:16 | 13:16 | 37:09 | 37:09 | 37:09 | 23:53 | 17:41 |
 | Underlord | 2 | 0.64% | 14.8 | 50.00% | -4.37% | -50.00% | 0.00% | 0.00% | 36:08 | 22:46 | 22:46 | 49:29 | 49:29 | 49:29 | 26:43 | 19:47 |
 | Broodmother | 2 | 0.56% | 13.6 | 50.00% | -2.96% | +50.00% | 0.00% | 0.00% | 15:01 | 06:02 | 06:02 | 24:00 | 24:00 | 24:00 | 17:58 | 13:18 |
 | Zeus | 3 | 2.07% | 12.3 | 33.33% | -11.74% | -33.33% | 0.00% | 0.00% | 37:23 | 18:29 | 18:29 | 45:26 | 48:13 | 48:13 | 29:44 | 22:01 |
 | Ember Spirit | 2 | 0.22% | 11.1 | 50.00% | +1.37% | -50.00% | 0.00% | 0.00% | 12:03 | 08:36 | 08:36 | 15:29 | 15:29 | 15:29 | 06:53 | 05:05 |
 | Legion Commander | 3 | 1.47% | 9.9 | 33.33% | -11.45% | -33.33% | 0.00% | 0.00% | 28:43 | 14:39 | 14:39 | 27:58 | 43:32 | 43:32 | 28:53 | 21:23 |
 | Medusa | 3 | 0.90% | 8.6 | 33.33% | -21.99% | -33.33% | 0.00% | 0.00% | 29:07 | 20:46 | 20:46 | 21:21 | 45:13 | 45:13 | 24:27 | 18:06 |
 | Windranger | 5 | 1.95% | 7.4 | 20.00% | -28.81% | -20.00% | -20.00% | 0.00% | 18:12 | 09:30 | 09:30 | 11:44 | 18:48 | 40:16 | 09:18 | 06:53 |
 | Terrorblade | 1 | 0.19% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 00:00 | 00:00 |
 | Naga Siren | 1 | 0.26% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 00:00 | 00:00 |
 | Sand King | 3 | 10.34% | 3.7 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 06:38 | 05:55 | 05:55 | 06:14 | 07:45 | 07:45 | 01:50 | 01:21 |
 | Necrophos | 1 | 2.17% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:25 | 15:25 | 15:25 | 15:25 | 15:25 | 15:25 | 00:00 | 00:00 |
 | Magnus | 1 | 0.27% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 00:00 | 00:00 |