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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 | 1115 | 18.65% | 55.0 | 51.48% | +7.17% | -5.96% | +5.51% | 1.68% | 13:39 | 03:43 | 08:40 | 12:04 | 15:30 | 54:58 | 05:03 |
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 | |
 | Shadow Demon | 6 | 75.00% | 100.0 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 16:46 | 08:31 | 10:01 | 10:05 | 18:46 | 41:03 | 08:45 | 06:28 |
 | Oracle | 10 | 66.67% | 98.3 | 80.00% | +60.00% | +20.00% | +20.00% | 0.00% | 16:56 | 09:57 | 11:45 | 14:30 | 16:11 | 33:39 | 04:26 | 03:17 |
 | Dazzle | 63 | 64.95% | 96.7 | 63.49% | +31.14% | +5.26% | -7.24% | -2.98% | 16:10 | 06:35 | 12:39 | 14:27 | 16:51 | 41:22 | 04:12 | 03:06 |
 | Ancient Apparition | 4 | 50.00% | 95.0 | 75.00% | +25.00% | -75.00% | +25.00% | 16.26% | 19:43 | 13:19 | 13:19 | 16:56 | 19:28 | 29:08 | 06:09 | 04:33 |
 | Winter Wyvern | 72 | 45.28% | 93.3 | 59.72% | +13.74% | -4.16% | +6.95% | 4.47% | 14:58 | 09:37 | 12:48 | 13:41 | 15:17 | 41:28 | 02:29 | 01:50 |
 | Jakiro | 16 | 44.44% | 91.7 | 62.50% | +27.50% | +12.50% | -12.50% | -12.82% | 13:43 | 09:50 | 12:12 | 12:46 | 14:09 | 19:56 | 01:57 | 01:26 |
 | Treant Protector | 19 | 36.54% | 90.0 | 63.16% | +14.68% | -23.16% | +16.84% | 6.08% | 18:36 | 09:39 | 12:34 | 14:40 | 19:09 | 50:06 | 06:35 | 04:52 |
 | Mirana | 10 | 25.64% | 88.3 | 70.00% | +21.72% | +30.00% | -20.00% | -3.19% | 21:43 | 09:06 | 12:10 | 17:49 | 27:49 | 38:58 | 15:39 | 11:35 |
 | Chen | 13 | 21.31% | 86.7 | 69.23% | +4.65% | +30.77% | -35.90% | -11.56% | 20:33 | 11:25 | 16:04 | 18:20 | 21:50 | 37:54 | 05:46 | 04:16 |
 | Enigma | 60 | 62.50% | 85.0 | 55.00% | -14.44% | +11.67% | +5.00% | -1.64% | 09:36 | 03:43 | 05:55 | 07:24 | 09:59 | 41:27 | 04:04 | 03:00 |
 | Enchantress | 7 | 6.67% | 83.3 | 85.71% | +41.83% | -35.71% | +14.29% | 3.24% | 22:18 | 10:05 | 11:58 | 16:51 | 27:25 | 39:27 | 15:27 | 11:26 |
 | Warlock | 54 | 67.50% | 81.7 | 53.70% | +19.08% | +3.44% | -22.93% | -6.48% | 15:17 | 10:14 | 12:26 | 13:59 | 16:30 | 30:17 | 04:04 | 03:00 |
 | Bane | 26 | 47.27% | 80.0 | 57.69% | -0.93% | -14.83% | -24.36% | -1.82% | 14:21 | 09:14 | 11:27 | 13:26 | 16:42 | 21:23 | 05:15 | 03:53 |
 | Marci | 74 | 38.14% | 78.3 | 54.05% | +6.55% | +3.84% | -15.16% | -2.11% | 16:07 | 04:09 | 11:08 | 13:59 | 20:08 | 47:38 | 09:00 | 06:40 |
 | Ogre Magi | 7 | 20.00% | 76.7 | 71.43% | +3.57% | -71.43% | +28.57% | 13.07% | 15:04 | 08:37 | 09:46 | 15:27 | 17:25 | 22:43 | 07:39 | 05:40 |
 | Witch Doctor | 3 | 50.00% | 75.0 | 66.67% | +66.67% | -66.67% | 0.00% | 3.30% | 18:17 | 11:14 | 11:14 | 12:11 | 31:27 | 31:27 | 20:13 | 14:58 |
 | Puck | 14 | 5.83% | 73.3 | 71.43% | +14.79% | +3.57% | -38.10% | 0.00% | 25:18 | 15:12 | 18:52 | 24:59 | 30:42 | 39:16 | 11:50 | 08:45 |
 | Zeus | 115 | 96.64% | 71.7 | 46.09% | +21.09% | +2.19% | +9.08% | 1.36% | 09:25 | 04:27 | 06:41 | 08:30 | 11:45 | 20:00 | 05:04 | 03:45 |
 | Rubick | 63 | 85.14% | 70.0 | 46.03% | +0.58% | -2.28% | +3.97% | 1.48% | 11:14 | 06:00 | 08:52 | 11:07 | 13:05 | 21:06 | 04:13 | 03:07 |
 | Snapfire | 51 | 34.00% | 68.3 | 50.98% | -4.58% | -12.52% | +18.25% | 5.92% | 14:26 | 07:45 | 10:07 | 12:12 | 15:19 | 41:46 | 05:12 | 03:51 |
 | Pangolier | 55 | 63.95% | 66.7 | 47.27% | +2.11% | -18.70% | +17.02% | 13.07% | 10:06 | 05:01 | 07:23 | 08:30 | 10:07 | 30:24 | 02:44 | 02:01 |
 | Dawnbreaker | 41 | 22.28% | 65.0 | 51.22% | +7.16% | +8.78% | -21.22% | -7.79% | 12:35 | 04:21 | 10:17 | 12:00 | 14:08 | 39:13 | 03:51 | 02:51 |
 | Magnus | 3 | 37.50% | 63.3 | 66.67% | +46.67% | +33.33% | 0.00% | -5.57% | 06:22 | 03:46 | 03:46 | 05:35 | 09:45 | 09:45 | 05:59 | 04:25 |
 | Hoodwink | 36 | 69.23% | 61.7 | 44.44% | +0.69% | -11.11% | +22.23% | 8.00% | 13:57 | 08:09 | 10:35 | 12:52 | 14:45 | 27:28 | 04:10 | 03:05 |
 | Invoker | 2 | 7.41% | 60.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 21:46 | 20:23 | 20:23 | 23:09 | 23:09 | 23:09 | 02:46 | 02:02 |
 | Timbersaw | 87 | 100.00% | 58.3 | 37.93% | +37.93% | +2.98% | -10.66% | -6.39% | 07:43 | 04:47 | 06:25 | 07:28 | 08:33 | 11:42 | 02:08 | 01:34 |
 | Techies | 1 | 20.00% | 56.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Skywrath Mage | 25 | 43.86% | 55.0 | 44.00% | +22.12% | +22.67% | -27.33% | -11.32% | 14:50 | 07:29 | 10:46 | 13:39 | 15:11 | 30:41 | 04:25 | 03:16 |
 | Shadow Shaman | 21 | 51.22% | 53.3 | 42.86% | +7.86% | -2.86% | +57.14% | 14.23% | 13:58 | 08:28 | 10:23 | 12:39 | 14:36 | 30:39 | 04:13 | 03:07 |
 | Dark Seer | 14 | 100.00% | 51.7 | 35.71% | +35.71% | +14.29% | -2.38% | -5.24% | 09:04 | 05:40 | 07:00 | 08:44 | 10:11 | 13:58 | 03:11 | 02:21 |
 | Brewmaster | 12 | 28.57% | 50.0 | 50.00% | +10.00% | +50.00% | -16.67% | -3.60% | 18:48 | 07:35 | 09:46 | 12:27 | 28:16 | 39:57 | 18:30 | 13:42 |
 | Broodmother | 3 | 100.00% | 48.3 | 33.33% | +33.33% | +66.67% | 0.00% | -49.39% | 06:55 | 06:03 | 06:03 | 07:17 | 07:24 | 07:24 | 01:21 | 01:00 |
 | Grimstroke | 20 | 51.28% | 46.7 | 40.00% | +8.42% | -20.00% | +40.00% | 13.00% | 14:36 | 08:50 | 11:25 | 14:34 | 16:02 | 22:19 | 04:37 | 03:25 |
 | Leshrac | 24 | 92.31% | 45.0 | 33.33% | -66.67% | +33.34% | -33.33% | -26.67% | 07:59 | 05:20 | 05:43 | 06:58 | 08:13 | 24:59 | 02:30 | 01:51 |
 | Tidehunter | 3 | 20.00% | 43.3 | 66.67% | +41.67% | -66.67% | 0.00% | 0.00% | 21:09 | 07:50 | 07:50 | 19:21 | 36:17 | 36:17 | 28:27 | 21:04 |
 | Dragon Knight | 2 | 3.33% | 41.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 17:21 | 06:20 | 06:20 | 28:22 | 28:22 | 28:22 | 22:02 | 16:19 |
 | Beastmaster | 9 | 8.11% | 40.0 | 55.56% | -4.24% | -5.56% | +44.44% | 4.17% | 35:31 | 24:00 | 26:22 | 36:12 | 38:22 | 54:58 | 12:00 | 08:53 |
 | Visage | 2 | 2.53% | 38.3 | 100.00% | +38.96% | 0.00% | 0.00% | 0.00% | 25:35 | 23:08 | 23:08 | 28:01 | 28:01 | 28:01 | 04:53 | 03:37 |
 | Tiny | 14 | 4.81% | 36.7 | 50.00% | -3.07% | -50.00% | +16.67% | 6.46% | 13:04 | 04:05 | 08:30 | 09:40 | 18:49 | 27:06 | 10:19 | 07:38 |
 | Venomancer | 3 | 10.71% | 35.0 | 66.67% | +22.67% | +33.33% | 0.00% | 0.00% | 31:39 | 26:53 | 26:53 | 31:07 | 36:58 | 36:58 | 10:05 | 07:28 |
 | Windranger | 6 | 17.65% | 33.3 | 50.00% | +10.71% | 0.00% | -50.00% | -4.85% | 15:43 | 07:45 | 11:01 | 11:54 | 21:19 | 22:46 | 10:18 | 07:37 |
 | Earthshaker | 6 | 17.14% | 31.7 | 50.00% | +5.17% | 0.00% | +50.00% | 0.00% | 15:39 | 05:25 | 06:47 | 11:28 | 27:44 | 28:00 | 20:57 | 15:31 |
 | Necrophos | 3 | 9.38% | 30.0 | 66.67% | +4.60% | +33.33% | 0.00% | 0.00% | 13:21 | 10:57 | 10:57 | 11:36 | 17:29 | 17:29 | 06:32 | 04:50 |
 | Vengeful Spirit | 1 | 7.14% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.96% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 00:00 | 00:00 |
 | Void Spirit | 1 | 0.98% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.81% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Abaddon | 2 | 10.00% | 21.7 | 50.00% | +11.11% | -50.00% | 0.00% | 0.00% | 12:59 | 08:45 | 08:45 | 17:12 | 17:12 | 17:12 | 08:27 | 06:15 |
 | Undying | 5 | 38.46% | 20.0 | 20.00% | -55.00% | -20.00% | -20.00% | 0.00% | 15:23 | 10:26 | 10:26 | 16:03 | 18:03 | 18:57 | 07:37 | 05:38 |
 | Disruptor | 4 | 23.53% | 18.3 | 25.00% | -36.54% | -25.00% | -25.00% | 0.00% | 16:38 | 12:17 | 12:17 | 15:17 | 15:38 | 23:21 | 03:21 | 02:28 |
 | Tusk | 2 | 3.08% | 16.7 | 50.00% | -0.79% | +50.00% | 0.00% | 0.00% | 39:14 | 25:13 | 25:13 | 53:14 | 53:14 | 53:14 | 28:01 | 20:45 |
 | Nyx Assassin | 3 | 6.38% | 15.0 | 33.33% | -18.94% | -33.33% | 0.00% | 0.00% | 13:55 | 08:08 | 08:08 | 12:28 | 21:09 | 21:09 | 13:01 | 09:38 |
 | Doom | 3 | 3.45% | 13.3 | 33.33% | -11.91% | +66.67% | 0.00% | 0.00% | 36:37 | 34:22 | 34:22 | 37:44 | 37:44 | 37:44 | 03:22 | 02:29 |
 | Viper | 3 | 3.33% | 11.7 | 33.33% | -17.24% | -33.33% | 0.00% | 0.00% | 15:56 | 09:31 | 09:31 | 11:34 | 26:44 | 26:44 | 17:13 | 12:45 |
 | Death Prophet | 4 | 4.55% | 10.0 | 25.00% | -28.57% | -25.00% | -25.00% | 0.00% | 14:39 | 05:13 | 05:13 | 05:37 | 20:48 | 26:59 | 15:35 | 11:32 |
 | Chaos Knight | 1 | 1.30% | 8.3 | 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 |
 | Crystal Maiden | 1 | 2.86% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 00:00 | 00:00 |
 | Batrider | 2 | 2.78% | 5.0 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 26:59 | 15:05 | 15:05 | 38:52 | 38:52 | 38:52 | 23:47 | 17:37 |
 | Lina | 1 | 3.23% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:45 | 06:45 | 06:45 | 06:45 | 06:45 | 06:45 | 00:00 | 00:00 |
 | Omniknight | 1 | 100.00% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 00:00 | 00:00 |