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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 | 5317 | 18.64% | 58.7 | 53.66% | +9.78% | -2.27% | +5.78% | 1.11% | 13:42 | 02:52 | 08:42 | 12:01 | 15:58 | 1:03:43 | 05:22 |
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 | |
 | Mirana | 103 | 32.39% | 100.0 | 76.70% | +26.47% | +4.07% | +0.22% | -0.33% | 18:44 | 04:55 | 11:50 | 17:37 | 23:25 | 39:52 | 11:35 | 08:34 |
 | Witch Doctor | 29 | 50.00% | 98.9 | 72.41% | +37.93% | -15.27% | -0.98% | 1.91% | 14:51 | 06:15 | 11:06 | 12:49 | 18:34 | 31:27 | 07:28 | 05:31 |
 | Ancient Apparition | 23 | 34.33% | 97.8 | 73.91% | +42.09% | +9.42% | -7.24% | -4.17% | 17:36 | 06:51 | 12:56 | 13:29 | 16:56 | 50:38 | 04:00 | 02:57 |
 | Chen | 36 | 16.82% | 96.7 | 75.00% | +18.82% | +2.78% | +13.89% | 1.42% | 22:18 | 10:34 | 16:12 | 19:27 | 24:03 | 43:20 | 07:51 | 05:48 |
 | Dazzle | 110 | 67.90% | 95.6 | 64.55% | +33.78% | +3.31% | -5.29% | -2.06% | 15:44 | 05:57 | 12:04 | 14:13 | 16:15 | 43:23 | 04:11 | 03:05 |
 | Bane | 369 | 54.91% | 94.4 | 61.79% | +10.30% | -5.27% | +2.34% | 1.58% | 15:22 | 04:42 | 12:34 | 14:44 | 17:23 | 36:43 | 04:49 | 03:34 |
 | Death Prophet | 52 | 9.06% | 93.3 | 69.23% | +21.72% | -23.08% | 0.00% | 2.04% | 15:18 | 05:13 | 08:43 | 13:37 | 20:01 | 31:43 | 11:18 | 08:22 |
 | Undying | 181 | 58.77% | 92.2 | 58.56% | +14.47% | +8.11% | -7.45% | -2.61% | 14:35 | 02:52 | 11:13 | 13:58 | 17:11 | 44:09 | 05:58 | 04:25 |
 | Sven | 5 | 5.00% | 91.1 | 100.00% | +46.32% | 0.00% | 0.00% | 0.00% | 19:40 | 10:49 | 10:49 | 22:16 | 22:59 | 23:30 | 12:10 | 09:00 |
 | Treant Protector | 81 | 34.62% | 90.0 | 61.73% | +7.48% | +13.27% | -11.73% | -5.28% | 15:53 | 05:24 | 11:57 | 13:29 | 16:41 | 50:06 | 04:44 | 03:30 |
 | Enigma | 168 | 61.09% | 88.9 | 57.74% | -4.88% | -2.98% | +1.78% | 0.60% | 12:39 | 03:43 | 06:10 | 07:47 | 14:06 | 50:19 | 07:56 | 05:52 |
 | Disruptor | 85 | 30.80% | 87.8 | 61.18% | +17.20% | +19.77% | -4.04% | -5.00% | 14:23 | 05:46 | 11:52 | 13:37 | 16:38 | 34:48 | 04:46 | 03:31 |
 | Dark Willow | 21 | 13.46% | 86.7 | 71.43% | +30.69% | +8.57% | -31.43% | -3.42% | 21:34 | 11:15 | 13:01 | 20:17 | 24:43 | 57:31 | 11:42 | 08:40 |
 | Nyx Assassin | 30 | 10.24% | 85.6 | 70.00% | +17.15% | -7.50% | +15.71% | 2.46% | 15:48 | 05:46 | 09:25 | 11:54 | 18:51 | 36:50 | 09:26 | 06:59 |
 | Outworld Destroyer | 24 | 18.75% | 84.4 | 66.67% | +12.82% | 0.00% | +16.66% | 1.34% | 17:39 | 10:13 | 11:05 | 13:43 | 23:30 | 35:38 | 12:25 | 09:11 |
 | Winter Wyvern | 126 | 46.49% | 83.3 | 56.35% | +17.04% | -0.10% | +4.94% | 1.64% | 14:42 | 07:34 | 12:13 | 13:32 | 15:17 | 41:28 | 03:04 | 02:16 |
 | Oracle | 45 | 69.23% | 82.2 | 55.56% | +20.56% | -1.01% | +26.26% | 6.15% | 15:19 | 05:01 | 12:13 | 14:45 | 16:39 | 33:39 | 04:26 | 03:17 |
 | Dark Seer | 94 | 81.74% | 81.1 | 53.19% | +15.09% | +9.31% | +7.68% | -0.46% | 10:30 | 03:38 | 07:24 | 08:49 | 10:55 | 35:52 | 03:31 | 02:36 |
 | Shadow Demon | 176 | 67.43% | 80.0 | 53.41% | -3.06% | -1.14% | +3.41% | 0.97% | 12:48 | 04:25 | 09:44 | 11:42 | 14:25 | 56:39 | 04:41 | 03:28 |
 | Warlock | 68 | 63.55% | 78.9 | 54.41% | +21.08% | +4.41% | -13.23% | -4.52% | 15:21 | 10:14 | 12:25 | 13:32 | 16:19 | 38:19 | 03:54 | 02:53 |
 | Snapfire | 197 | 28.14% | 77.8 | 55.33% | +9.01% | -6.35% | +7.94% | 2.60% | 15:33 | 06:58 | 10:29 | 12:17 | 15:59 | 44:32 | 05:30 | 04:04 |
 | Vengeful Spirit | 9 | 9.68% | 76.7 | 77.78% | +27.78% | -27.78% | -27.78% | 0.00% | 23:25 | 10:04 | 14:08 | 22:34 | 26:06 | 36:18 | 11:58 | 08:51 |
 | Timbersaw | 288 | 99.65% | 75.6 | 49.65% | +49.65% | +3.13% | -7.98% | -4.76% | 08:00 | 04:09 | 06:35 | 07:39 | 08:55 | 17:54 | 02:20 | 01:43 |
 | Pangolier | 363 | 68.23% | 74.4 | 50.69% | -3.75% | +3.16% | -1.24% | -1.47% | 10:06 | 03:55 | 07:23 | 08:31 | 10:22 | 45:33 | 02:59 | 02:12 |
 | Brewmaster | 35 | 21.34% | 73.3 | 60.00% | +18.14% | +17.78% | +6.67% | -0.52% | 22:27 | 05:41 | 09:46 | 23:26 | 31:11 | 49:59 | 21:25 | 15:51 |
 | Enchantress | 27 | 7.30% | 72.2 | 66.67% | +17.11% | -9.53% | -9.53% | 0.00% | 21:00 | 10:05 | 13:14 | 17:46 | 27:44 | 39:27 | 14:30 | 10:44 |
 | Omniknight | 49 | 59.04% | 71.1 | 53.06% | +32.47% | +13.61% | -19.73% | -9.30% | 15:33 | 09:48 | 12:35 | 14:22 | 16:10 | 39:04 | 03:35 | 02:39 |
 | Venomancer | 11 | 11.34% | 70.0 | 72.73% | +22.73% | -6.06% | -6.06% | 0.00% | 23:48 | 08:53 | 16:40 | 23:23 | 26:53 | 42:40 | 10:13 | 07:34 |
 | Visage | 5 | 2.19% | 68.9 | 100.00% | +42.15% | 0.00% | 0.00% | 0.00% | 27:28 | 17:43 | 17:43 | 28:01 | 31:42 | 36:48 | 13:59 | 10:21 |
 | Mars | 12 | 1.59% | 67.8 | 83.33% | +35.81% | +16.67% | -16.66% | 0.00% | 22:46 | 08:51 | 12:14 | 18:56 | 31:59 | 37:27 | 19:45 | 14:37 |
 | Windranger | 19 | 18.45% | 66.7 | 63.16% | +14.35% | -3.16% | +16.84% | 2.46% | 15:44 | 07:45 | 11:24 | 13:02 | 19:32 | 30:54 | 08:08 | 06:01 |
 | Abaddon | 40 | 22.47% | 65.6 | 57.50% | +5.33% | -17.50% | +22.50% | 6.88% | 16:30 | 08:45 | 12:58 | 15:39 | 18:47 | 41:34 | 05:49 | 04:18 |
 | Hoodwink | 220 | 71.90% | 64.4 | 49.09% | +15.37% | +5.46% | +1.82% | -0.84% | 13:27 | 06:40 | 10:46 | 12:34 | 15:07 | 32:58 | 04:21 | 03:13 |
 | Lich | 17 | 16.04% | 63.3 | 64.71% | +29.88% | +10.29% | -39.71% | -16.48% | 16:31 | 12:24 | 13:31 | 14:52 | 16:33 | 35:59 | 03:02 | 02:14 |
 | Zeus | 197 | 97.52% | 62.2 | 47.72% | +7.72% | -10.99% | -4.86% | 1.40% | 08:39 | 04:27 | 06:17 | 07:23 | 10:39 | 26:41 | 04:22 | 03:14 |
 | Earthshaker | 83 | 41.71% | 61.1 | 51.81% | +2.67% | +14.86% | +19.62% | 0.33% | 14:49 | 04:46 | 08:19 | 10:46 | 22:50 | 42:51 | 14:31 | 10:45 |
 | Puck | 33 | 6.06% | 60.0 | 63.64% | +11.88% | +11.36% | -13.64% | -2.77% | 25:52 | 15:12 | 19:35 | 25:11 | 28:36 | 47:51 | 09:01 | 06:40 |
 | Leshrac | 262 | 88.81% | 58.9 | 47.33% | -25.40% | +13.28% | -15.02% | -16.81% | 07:43 | 03:55 | 06:27 | 07:17 | 08:08 | 34:03 | 01:41 | 01:14 |
 | Ogre Magi | 122 | 41.50% | 57.8 | 50.00% | +1.16% | -11.29% | 0.00% | 1.94% | 16:42 | 08:26 | 13:20 | 15:32 | 19:10 | 38:36 | 05:50 | 04:19 |
 | Grimstroke | 268 | 69.79% | 56.7 | 47.39% | +9.46% | +6.34% | +1.86% | -1.01% | 13:23 | 05:59 | 10:17 | 12:29 | 14:44 | 51:27 | 04:27 | 03:17 |
 | Jakiro | 86 | 48.31% | 55.6 | 48.84% | +17.32% | +1.16% | -1.22% | -0.49% | 15:36 | 06:43 | 12:23 | 14:10 | 17:15 | 44:32 | 04:52 | 03:36 |
 | Marci | 96 | 21.33% | 54.4 | 50.00% | -2.82% | +4.17% | -8.33% | -1.43% | 16:42 | 04:09 | 11:26 | 14:08 | 20:09 | 47:38 | 08:43 | 06:27 |
 | Broodmother | 74 | 56.92% | 53.3 | 45.95% | -4.05% | +11.94% | -18.17% | -10.04% | 07:49 | 03:37 | 06:02 | 07:12 | 09:02 | 22:44 | 03:00 | 02:13 |
 | Sand King | 15 | 5.93% | 52.2 | 66.67% | +17.51% | -16.67% | +8.33% | 1.10% | 22:51 | 05:09 | 07:50 | 26:22 | 30:28 | 44:37 | 22:38 | 16:45 |
 | Rubick | 297 | 90.55% | 51.1 | 42.09% | +3.38% | -4.25% | -0.20% | 1.16% | 10:45 | 04:01 | 08:44 | 10:38 | 12:13 | 30:19 | 03:29 | 02:34 |
 | Centaur Warrunner | 13 | 13.68% | 50.0 | 61.54% | +21.30% | +38.46% | +5.13% | -2.95% | 25:40 | 16:16 | 18:23 | 22:40 | 29:40 | 44:39 | 11:17 | 08:21 |
 | Shadow Shaman | 101 | 48.56% | 48.9 | 44.55% | -3.11% | +15.45% | +11.45% | -1.14% | 12:30 | 05:48 | 09:09 | 10:57 | 12:40 | 40:41 | 03:31 | 02:36 |
 | Skywrath Mage | 73 | 43.98% | 47.8 | 45.21% | +10.80% | -11.88% | -6.32% | 1.03% | 15:46 | 07:29 | 11:35 | 14:21 | 16:59 | 53:18 | 05:24 | 04:00 |
 | Crystal Maiden | 15 | 10.64% | 46.7 | 60.00% | +14.76% | +15.00% | -10.00% | -5.36% | 16:08 | 09:27 | 11:36 | 13:37 | 16:16 | 36:31 | 04:40 | 03:27 |
 | Necrophos | 11 | 10.19% | 45.6 | 63.64% | +6.94% | +36.36% | +3.03% | -3.11% | 17:06 | 08:35 | 10:57 | 17:29 | 21:39 | 30:11 | 10:42 | 07:55 |
 | Tiny | 43 | 5.58% | 44.4 | 53.49% | +3.42% | -8.04% | +1.06% | 2.22% | 11:54 | 04:05 | 07:20 | 09:21 | 11:26 | 35:37 | 04:06 | 03:02 |
 | Tidehunter | 23 | 7.06% | 43.3 | 56.52% | +9.66% | -23.19% | +26.81% | 2.64% | 20:59 | 04:09 | 10:06 | 20:11 | 29:01 | 39:16 | 18:55 | 14:00 |
 | Io | 4 | 1.02% | 42.2 | 100.00% | +51.54% | 0.00% | 0.00% | 0.00% | 35:26 | 25:06 | 25:06 | 29:04 | 34:04 | 53:28 | 08:58 | 06:38 |
 | Magnus | 43 | 53.09% | 41.1 | 41.86% | -10.77% | -5.50% | +12.69% | 5.10% | 10:25 | 03:46 | 06:03 | 06:59 | 09:37 | 1:03:43 | 03:34 | 02:38 |
 | Silencer | 35 | 29.41% | 40.0 | 45.71% | +4.04% | -1.27% | +9.85% | 1.25% | 17:58 | 07:15 | 11:45 | 13:44 | 20:38 | 52:16 | 08:53 | 06:34 |
 | Primal Beast | 9 | 5.84% | 38.9 | 66.67% | +17.70% | -16.67% | -16.67% | 0.00% | 15:32 | 11:17 | 11:36 | 12:36 | 12:49 | 41:04 | 01:13 | 00:54 |
 | Dawnbreaker | 80 | 23.95% | 37.8 | 42.50% | -3.17% | +12.50% | -17.50% | -8.37% | 13:23 | 04:21 | 10:40 | 12:22 | 14:15 | 39:13 | 03:35 | 02:39 |
 | Lina | 22 | 7.14% | 36.7 | 54.55% | +5.95% | -4.55% | -14.55% | -2.76% | 09:01 | 05:02 | 06:45 | 07:19 | 10:22 | 19:41 | 03:37 | 02:40 |
 | Doom | 11 | 3.89% | 35.6 | 63.64% | +15.11% | +36.36% | -30.31% | -2.63% | 24:33 | 04:17 | 08:59 | 26:57 | 34:22 | 37:44 | 25:23 | 18:48 |
 | Beastmaster | 31 | 8.73% | 34.4 | 48.39% | -8.40% | -23.39% | +14.11% | 3.02% | 28:54 | 08:29 | 22:44 | 26:31 | 35:08 | 54:58 | 12:24 | 09:11 |
 | Axe | 2 | 4.00% | 33.3 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 35:09 | 31:31 | 31:31 | 38:46 | 38:46 | 38:46 | 07:15 | 05:22 |
 | Earth Spirit | 8 | 4.57% | 32.2 | 62.50% | +10.40% | -62.50% | +37.50% | 4.55% | 23:01 | 06:54 | 09:02 | 20:20 | 31:00 | 39:23 | 21:58 | 16:16 |
 | Techies | 18 | 39.13% | 31.1 | 38.89% | +10.32% | -18.89% | -13.89% | 0.39% | 16:37 | 07:38 | 10:55 | 12:56 | 23:52 | 26:55 | 12:57 | 09:35 |
 | Pugna | 33 | 22.00% | 30.0 | 36.36% | -16.63% | +13.64% | -11.36% | -3.95% | 10:28 | 05:30 | 06:55 | 10:29 | 13:15 | 18:32 | 06:20 | 04:41 |
 | Clockwerk | 6 | 1.60% | 28.9 | 66.67% | +16.40% | -16.67% | -66.67% | 0.00% | 21:52 | 12:02 | 12:35 | 14:30 | 33:08 | 38:29 | 20:33 | 15:13 |
 | Dragon Knight | 4 | 1.40% | 27.8 | 75.00% | +27.84% | +25.00% | -75.00% | 0.00% | 23:49 | 06:20 | 06:20 | 08:47 | 28:22 | 51:46 | 22:02 | 16:19 |
 | Underlord | 8 | 7.08% | 26.7 | 50.00% | +1.43% | 0.00% | -50.00% | 0.00% | 16:01 | 06:07 | 07:10 | 14:41 | 18:38 | 33:08 | 11:28 | 08:29 |
 | Faceless Void | 2 | 0.78% | 25.6 | 100.00% | +49.61% | 0.00% | 0.00% | 0.00% | 28:07 | 19:57 | 19:57 | 36:17 | 36:17 | 36:17 | 16:20 | 12:05 |
 | Tinker | 1 | 3.85% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 00:00 | 00:00 |
 | Tusk | 8 | 2.22% | 23.3 | 50.00% | +1.27% | -50.00% | -50.00% | 0.00% | 25:07 | 12:19 | 14:11 | 19:20 | 27:53 | 53:14 | 13:42 | 10:08 |
 | Lion | 7 | 3.91% | 22.2 | 42.86% | -5.98% | +7.14% | +57.14% | 0.00% | 21:45 | 08:45 | 18:12 | 24:18 | 25:34 | 28:56 | 07:22 | 05:27 |
 | Queen of Pain | 3 | 0.61% | 21.1 | 66.67% | +17.18% | -66.67% | 0.00% | 0.00% | 15:54 | 07:36 | 07:36 | 17:16 | 22:51 | 22:51 | 15:15 | 11:17 |
 | Naga Siren | 1 | 1.00% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 00:00 | 00:00 |
 | Storm Spirit | 7 | 1.83% | 18.9 | 42.86% | -10.60% | -42.86% | +7.14% | 0.00% | 11:24 | 06:01 | 07:45 | 08:37 | 08:46 | 30:29 | 01:01 | 00:45 |
 | Alchemist | 1 | 0.85% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 00:00 | 00:00 |
 | Gyrocopter | 4 | 2.41% | 16.7 | 50.00% | +5.56% | -50.00% | -50.00% | 0.00% | 19:33 | 13:45 | 13:45 | 14:17 | 16:31 | 33:39 | 02:46 | 02:02 |
 | Batrider | 8 | 2.86% | 15.6 | 37.50% | -11.40% | -37.50% | -37.50% | 0.00% | 18:29 | 05:29 | 06:42 | 15:05 | 24:08 | 38:52 | 17:26 | 12:54 |
 | Legion Commander | 1 | 0.72% | 14.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 |
 | Phoenix | 4 | 2.00% | 13.3 | 50.00% | -0.51% | +50.00% | -50.00% | 0.00% | 29:43 | 15:48 | 15:48 | 20:42 | 35:16 | 47:06 | 19:28 | 14:25 |
 | Nature's Prophet | 1 | 0.54% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 00:00 | 00:00 |
 | Invoker | 4 | 1.48% | 11.1 | 50.00% | +4.31% | -50.00% | +50.00% | 0.00% | 19:33 | 15:36 | 15:36 | 19:05 | 20:23 | 23:09 | 04:47 | 03:32 |
 | Shadow Fiend | 1 | 0.51% | 10.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 0.38% | 8.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Viper | 5 | 2.02% | 7.8 | 40.00% | -10.41% | -40.00% | -40.00% | 0.00% | 21:37 | 09:31 | 09:31 | 22:59 | 26:44 | 37:19 | 17:13 | 12:45 |
 | Ember Spirit | 2 | 0.35% | 6.7 | 50.00% | +0.44% | -50.00% | 0.00% | 0.00% | 09:28 | 08:43 | 08:43 | 10:13 | 10:13 | 10:13 | 01:30 | 01:06 |
 | Void Spirit | 6 | 1.82% | 5.6 | 16.67% | -25.74% | -16.67% | -16.67% | 0.00% | 32:33 | 22:10 | 28:51 | 29:47 | 39:54 | 41:37 | 11:03 | 08:11 |
 | Arc Warden | 2 | 10.53% | 4.4 | 0.00% | -58.82% | 0.00% | 0.00% | 0.00% | 13:14 | 06:07 | 06:07 | 20:20 | 20:20 | 20:20 | 14:13 | 10:31 |
 | Elder Titan | 1 | 1.54% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Bristleback | 2 | 1.53% | 2.2 | 0.00% | -51.94% | 0.00% | 0.00% | 0.00% | 18:29 | 11:01 | 11:01 | 25:56 | 25:56 | 25:56 | 14:55 | 11:02 |
 | Chaos Knight | 1 | 0.39% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 |