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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 | |
 | Arcane Boots | 3229 | 31.44% | 60.5 | 53.36% | +16.48% | +1.66% | +0.05% | -0.27% | 11:01 | 03:19 | 06:56 | 09:36 | 12:48 | 58:33 | 04:20 |
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 | |
 | Warlock | 8 | 57.14% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 12:52 | 10:02 | 10:56 | 12:22 | 14:04 | 15:39 | 03:08 | 02:19 |
 | Witch Doctor | 14 | 87.50% | 98.8 | 71.43% | +71.43% | +28.57% | -4.76% | -14.28% | 07:56 | 04:15 | 05:16 | 05:48 | 07:36 | 23:16 | 02:20 | 01:43 |
 | Ancient Apparition | 12 | 50.00% | 97.5 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 12:31 | 07:27 | 08:59 | 12:07 | 14:36 | 17:59 | 05:37 | 04:09 |
 | Venomancer | 13 | 39.39% | 96.3 | 76.92% | +21.92% | -10.25% | +23.08% | 2.12% | 13:42 | 05:07 | 05:35 | 11:05 | 21:20 | 31:45 | 15:45 | 11:40 |
 | Dawnbreaker | 31 | 55.36% | 95.0 | 67.74% | +23.74% | -17.74% | +19.76% | 13.24% | 07:08 | 03:29 | 05:05 | 06:28 | 07:55 | 14:17 | 02:50 | 02:05 |
 | Oracle | 22 | 88.00% | 93.8 | 63.64% | -3.03% | +19.69% | +36.36% | 3.10% | 13:45 | 05:12 | 09:18 | 10:57 | 14:41 | 44:12 | 05:23 | 03:59 |
 | Treant Protector | 43 | 45.74% | 92.5 | 67.44% | +43.91% | +5.29% | -12.89% | -1.74% | 18:35 | 08:38 | 11:00 | 15:01 | 21:27 | 58:19 | 10:27 | 07:44 |
 | Centaur Warrunner | 16 | 23.53% | 91.3 | 75.00% | +38.46% | 0.00% | 0.00% | 0.00% | 22:50 | 09:12 | 14:50 | 18:39 | 28:57 | 39:40 | 14:07 | 10:27 |
 | Pugna | 45 | 76.27% | 90.0 | 62.22% | +19.36% | -7.67% | +10.51% | 3.23% | 08:44 | 03:56 | 05:30 | 08:48 | 11:08 | 13:59 | 05:38 | 04:10 |
 | Mirana | 193 | 72.28% | 88.8 | 59.59% | +2.83% | +9.16% | +2.91% | -1.20% | 13:30 | 04:53 | 09:43 | 11:52 | 14:55 | 37:07 | 05:12 | 03:51 |
 | Beastmaster | 163 | 65.46% | 87.5 | 58.90% | +11.23% | +6.95% | -2.80% | -2.02% | 09:27 | 03:47 | 05:08 | 06:29 | 09:57 | 41:20 | 04:49 | 03:34 |
 | Jakiro | 43 | 45.26% | 86.3 | 62.79% | +26.25% | +0.85% | +19.03% | 3.12% | 14:38 | 06:51 | 10:27 | 13:23 | 16:17 | 32:59 | 05:50 | 04:19 |
 | Necrophos | 5 | 29.41% | 85.0 | 80.00% | +46.67% | -80.00% | +20.00% | 24.39% | 08:34 | 05:58 | 05:58 | 08:23 | 10:04 | 11:25 | 04:06 | 03:02 |
 | Lich | 9 | 20.00% | 83.8 | 77.78% | +25.00% | +22.22% | -27.78% | -9.74% | 17:15 | 10:47 | 11:44 | 16:14 | 16:52 | 39:42 | 05:08 | 03:48 |
 | Dark Seer | 62 | 100.00% | 82.5 | 56.45% | +56.45% | +6.05% | +16.88% | 3.46% | 06:59 | 03:30 | 04:56 | 06:40 | 08:04 | 15:30 | 03:08 | 02:19 |
 | Pangolier | 195 | 80.91% | 81.3 | 55.38% | -3.32% | +3.80% | -8.44% | -6.12% | 08:26 | 04:01 | 07:10 | 08:14 | 09:10 | 24:08 | 02:00 | 01:28 |
 | Chen | 31 | 64.58% | 80.0 | 58.06% | +16.88% | -20.56% | +29.44% | 5.91% | 18:44 | 10:35 | 14:05 | 17:32 | 22:33 | 35:00 | 08:28 | 06:16 |
 | Disruptor | 112 | 28.28% | 78.8 | 58.93% | +7.87% | +12.50% | -5.36% | -4.58% | 13:21 | 05:43 | 10:52 | 12:32 | 14:46 | 34:49 | 03:54 | 02:53 |
 | Keeper of the Light | 40 | 26.85% | 77.5 | 62.50% | +12.96% | +17.50% | -12.50% | -3.96% | 14:26 | 06:31 | 09:25 | 12:17 | 17:00 | 33:08 | 07:35 | 05:37 |
 | Gyrocopter | 3 | 10.71% | 76.3 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 26:56 | 19:20 | 19:20 | 20:18 | 41:09 | 41:09 | 21:49 | 16:09 |
 | Underlord | 87 | 76.32% | 75.0 | 55.17% | -11.50% | +13.01% | -27.90% | -16.81% | 08:42 | 03:38 | 07:21 | 08:53 | 09:47 | 16:35 | 02:26 | 01:48 |
 | Skywrath Mage | 50 | 52.08% | 73.8 | 58.00% | +27.57% | +3.54% | +25.33% | 4.97% | 13:30 | 04:53 | 09:59 | 12:40 | 14:22 | 41:07 | 04:23 | 03:14 |
 | Silencer | 42 | 34.15% | 72.5 | 59.52% | +10.14% | -14.07% | +0.48% | 3.85% | 16:45 | 08:07 | 12:24 | 13:28 | 16:11 | 58:33 | 03:47 | 02:48 |
 | Dazzle | 8 | 50.00% | 71.3 | 62.50% | +37.50% | +37.50% | -12.50% | -19.61% | 16:10 | 11:22 | 11:31 | 12:51 | 14:04 | 31:55 | 02:33 | 01:53 |
 | Death Prophet | 129 | 62.32% | 70.0 | 52.71% | +5.27% | +12.92% | -21.46% | -20.22% | 06:48 | 03:45 | 05:49 | 06:37 | 07:31 | 13:33 | 01:42 | 01:15 |
 | Undying | 118 | 53.64% | 68.8 | 53.39% | +15.15% | -6.72% | +8.68% | 3.31% | 13:36 | 04:46 | 10:37 | 12:55 | 15:16 | 38:42 | 04:39 | 03:26 |
 | Leshrac | 127 | 100.00% | 67.5 | 50.39% | +50.39% | +5.86% | -3.51% | -7.81% | 06:18 | 03:21 | 05:46 | 06:17 | 06:58 | 08:55 | 01:12 | 00:53 |
 | Shadow Demon | 23 | 79.31% | 66.3 | 52.17% | +2.17% | -18.84% | -18.84% | 0.00% | 11:52 | 05:44 | 10:08 | 11:58 | 12:49 | 27:55 | 02:41 | 01:59 |
 | Doom | 150 | 59.52% | 65.0 | 50.67% | +8.51% | +7.22% | -7.43% | -2.86% | 09:54 | 03:19 | 05:54 | 08:25 | 11:01 | 37:18 | 05:07 | 03:47 |
 | Rubick | 417 | 90.06% | 63.8 | 48.68% | +16.07% | +2.28% | -3.49% | -1.84% | 11:25 | 04:31 | 09:33 | 11:06 | 12:41 | 40:02 | 03:08 | 02:19 |
 | Broodmother | 78 | 95.12% | 62.5 | 48.72% | +23.72% | +11.28% | -22.40% | -17.88% | 07:08 | 04:45 | 06:13 | 06:47 | 08:06 | 11:43 | 01:53 | 01:23 |
 | Enigma | 73 | 100.00% | 61.3 | 47.95% | +47.95% | +2.05% | -9.06% | -7.17% | 05:48 | 03:45 | 04:52 | 05:28 | 06:25 | 14:25 | 01:33 | 01:08 |
 | Timbersaw | 114 | 100.00% | 60.0 | 47.37% | +47.37% | +11.25% | -15.23% | -8.36% | 07:35 | 03:32 | 05:59 | 07:00 | 09:09 | 12:59 | 03:10 | 02:20 |
 | Tiny | 25 | 9.51% | 58.8 | 64.00% | +16.52% | -14.00% | +2.67% | 0.75% | 21:36 | 07:00 | 09:13 | 21:53 | 31:22 | 53:01 | 22:09 | 16:24 |
 | Snapfire | 178 | 73.55% | 57.5 | 48.31% | +6.12% | +7.25% | -2.86% | -1.64% | 10:32 | 03:59 | 06:32 | 09:44 | 12:42 | 33:19 | 06:10 | 04:34 |
 | Tidehunter | 54 | 76.06% | 56.3 | 48.15% | +1.09% | +1.85% | +5.70% | 1.11% | 09:08 | 04:24 | 06:40 | 08:04 | 10:08 | 38:28 | 03:28 | 02:34 |
 | Clockwerk | 7 | 2.83% | 55.0 | 85.71% | +32.79% | +14.29% | +14.29% | 0.00% | 28:38 | 07:12 | 19:31 | 29:33 | 34:20 | 44:36 | 14:49 | 10:58 |
 | Earthshaker | 31 | 65.96% | 53.8 | 48.39% | +10.89% | -10.89% | +14.11% | 2.13% | 14:50 | 06:44 | 08:42 | 10:22 | 20:27 | 34:57 | 11:45 | 08:42 |
 | Magnus | 15 | 46.88% | 52.5 | 53.33% | +12.15% | -28.33% | -3.33% | 10.64% | 07:14 | 03:27 | 04:42 | 05:58 | 07:03 | 24:56 | 02:21 | 01:44 |
 | Shadow Shaman | 4 | 80.00% | 51.3 | 50.00% | +50.00% | +50.00% | -50.00% | -21.13% | 16:05 | 07:36 | 07:36 | 09:20 | 12:20 | 35:02 | 04:44 | 03:30 |
 | Zeus | 46 | 100.00% | 50.0 | 43.48% | +43.48% | +14.85% | +1.97% | -7.81% | 06:39 | 03:53 | 05:18 | 05:58 | 06:57 | 15:08 | 01:39 | 01:13 |
 | Visage | 24 | 44.44% | 48.8 | 50.00% | 0.00% | +33.33% | 0.00% | -4.36% | 11:06 | 04:54 | 05:31 | 08:56 | 13:10 | 26:54 | 07:39 | 05:40 |
 | Techies | 65 | 75.58% | 47.5 | 43.08% | +4.98% | +0.67% | +0.67% | 0.00% | 12:51 | 05:41 | 09:23 | 12:22 | 15:03 | 23:48 | 05:40 | 04:11 |
 | Brewmaster | 22 | 62.86% | 46.3 | 45.45% | +6.99% | -12.12% | -25.45% | -3.74% | 12:23 | 06:01 | 07:47 | 09:20 | 11:21 | 40:46 | 03:34 | 02:38 |
 | Hoodwink | 82 | 91.11% | 45.0 | 40.24% | +27.74% | +12.14% | -5.24% | -4.83% | 12:25 | 04:50 | 10:12 | 11:51 | 13:48 | 26:45 | 03:36 | 02:40 |
 | Bane | 9 | 75.00% | 43.8 | 44.44% | -22.23% | +55.56% | +5.56% | -11.28% | 13:50 | 09:41 | 10:57 | 14:31 | 15:23 | 15:48 | 04:26 | 03:17 |
 | Primal Beast | 29 | 16.11% | 42.5 | 51.72% | +5.36% | -8.86% | -37.43% | -15.04% | 09:07 | 04:52 | 08:04 | 09:19 | 09:58 | 12:57 | 01:54 | 01:24 |
 | Io | 5 | 5.81% | 41.3 | 80.00% | +33.09% | +20.00% | -80.00% | 0.00% | 25:38 | 19:49 | 19:49 | 25:09 | 26:34 | 35:14 | 06:45 | 05:00 |
 | Puck | 3 | 2.78% | 40.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 35:38 | 32:58 | 32:58 | 35:04 | 38:51 | 38:51 | 05:53 | 04:21 |
 | Alchemist | 11 | 8.27% | 38.8 | 63.64% | +4.62% | +3.03% | -30.31% | -13.34% | 08:08 | 04:11 | 07:06 | 07:46 | 09:36 | 11:53 | 02:30 | 01:51 |
 | Ogre Magi | 5 | 27.78% | 37.5 | 60.00% | +29.23% | +40.00% | -60.00% | -12.90% | 14:54 | 08:58 | 08:58 | 15:58 | 16:43 | 19:22 | 07:45 | 05:44 |
 | Grimstroke | 17 | 100.00% | 36.3 | 35.29% | +35.29% | -10.29% | +39.71% | 13.76% | 10:43 | 06:32 | 07:20 | 09:57 | 10:58 | 32:06 | 03:38 | 02:41 |
 | Bounty Hunter | 6 | 8.82% | 35.0 | 66.67% | +10.22% | +33.33% | -66.67% | -10.95% | 12:53 | 08:09 | 08:29 | 09:54 | 17:37 | 17:51 | 09:08 | 06:45 |
 | Batrider | 11 | 10.68% | 33.8 | 54.55% | +13.25% | +12.12% | +12.12% | 0.00% | 06:24 | 04:09 | 05:06 | 06:30 | 07:06 | 09:06 | 02:00 | 01:28 |
 | Crystal Maiden | 8 | 5.00% | 32.5 | 62.50% | +11.84% | -62.50% | +37.50% | 13.82% | 15:17 | 08:45 | 09:11 | 15:16 | 16:25 | 26:11 | 07:14 | 05:21 |
 | Sand King | 7 | 38.89% | 31.3 | 42.86% | +6.50% | +7.14% | +7.14% | 0.00% | 14:39 | 04:33 | 06:44 | 10:57 | 11:51 | 41:38 | 05:07 | 03:47 |
 | Phoenix | 2 | 2.30% | 30.0 | 100.00% | +56.47% | 0.00% | 0.00% | 0.00% | 25:01 | 23:59 | 23:59 | 26:03 | 26:03 | 26:03 | 02:04 | 01:31 |
 | Dark Willow | 4 | 14.81% | 28.8 | 50.00% | -10.87% | +50.00% | -50.00% | -14.74% | 14:45 | 06:36 | 06:36 | 12:02 | 13:23 | 26:58 | 06:47 | 05:01 |
 | Nyx Assassin | 8 | 22.86% | 27.5 | 37.50% | +4.17% | +12.50% | +12.50% | 0.00% | 14:21 | 07:28 | 08:33 | 09:33 | 11:27 | 44:30 | 02:54 | 02:08 |
 | Enchantress | 8 | 3.38% | 26.3 | 50.00% | +5.02% | 0.00% | 0.00% | 0.00% | 23:57 | 10:17 | 17:04 | 23:04 | 28:14 | 37:19 | 11:10 | 08:16 |
 | Elder Titan | 1 | 3.03% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 00:00 | 00:00 |
 | Legion Commander | 1 | 2.04% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 00:00 | 00:00 |
 | Abaddon | 1 | 1.49% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 00:00 | 00:00 |
 | Storm Spirit | 12 | 5.91% | 21.3 | 33.33% | -18.50% | +33.34% | -33.33% | -66.67% | 06:38 | 05:29 | 06:08 | 06:29 | 06:46 | 08:17 | 00:38 | 00:28 |
 | Mars | 6 | 16.22% | 20.0 | 33.33% | -15.06% | -33.33% | +66.67% | 0.00% | 12:04 | 06:19 | 08:13 | 08:54 | 14:44 | 24:39 | 06:31 | 04:49 |
 | Riki | 5 | 8.47% | 18.8 | 40.00% | -6.30% | -40.00% | -40.00% | 0.00% | 20:07 | 15:42 | 15:42 | 17:52 | 19:34 | 31:05 | 03:52 | 02:51 |
 | Axe | 2 | 12.50% | 17.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 23:51 | 15:03 | 15:03 | 32:39 | 32:39 | 32:39 | 17:36 | 13:02 |
 | Slark | 1 | 0.83% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Windranger | 2 | 8.70% | 15.0 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 15:37 | 08:30 | 08:30 | 22:44 | 22:44 | 22:44 | 14:14 | 10:32 |
 | Dragon Knight | 10 | 5.95% | 13.8 | 30.00% | -23.16% | -30.00% | -30.00% | 0.00% | 22:22 | 08:08 | 11:31 | 27:31 | 28:46 | 33:13 | 17:15 | 12:46 |
 | Tusk | 10 | 5.18% | 12.5 | 30.00% | -19.18% | -30.00% | +20.00% | 3.50% | 18:33 | 07:11 | 09:21 | 15:18 | 23:39 | 37:37 | 14:18 | 10:35 |
 | Ember Spirit | 1 | 0.37% | 11.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Viper | 2 | 6.90% | 10.0 | 50.00% | -12.96% | +50.00% | 0.00% | 0.00% | 05:16 | 05:01 | 05:01 | 05:31 | 05:31 | 05:31 | 00:30 | 00:22 |
 | Queen of Pain | 2 | 3.92% | 8.8 | 50.00% | +1.02% | +50.00% | 0.00% | 0.00% | 14:49 | 08:00 | 08:00 | 21:37 | 21:37 | 21:37 | 13:37 | 10:05 |
 | Void Spirit | 2 | 2.82% | 7.5 | 50.00% | -0.72% | -50.00% | 0.00% | 0.00% | 08:10 | 07:17 | 07:17 | 09:02 | 09:02 | 09:02 | 01:45 | 01:17 |
 | Outworld Destroyer | 4 | 12.90% | 6.3 | 25.00% | -23.15% | -25.00% | -25.00% | 0.00% | 20:12 | 10:01 | 10:01 | 19:30 | 23:53 | 27:23 | 13:52 | 10:16 |
 | Omniknight | 2 | 16.67% | 5.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 15:12 | 08:40 | 08:40 | 21:43 | 21:43 | 21:43 | 13:03 | 09:40 |
 | Lina | 1 | 8.33% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:59 | 05:59 | 05:59 | 05:59 | 05:59 | 05:59 | 00:00 | 00:00 |
 | Medusa | 1 | 2.94% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 00:00 | 00:00 |
 | Bristleback | 1 | 11.11% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:57 | 06:57 | 06:57 | 06:57 | 06:57 | 06:57 | 00:00 | 00:00 |