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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 | |
 | Spirit Vessel | 1244 | 4.36% | 26.4 | 52.01% | +2.33% | +5.55% | -4.42% | -1.65% | 16:00 | 06:26 | 12:34 | 15:11 | 18:37 | 54:28 | 04:28 |
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 | |
 | Necrophos | 54 | 50.00% | 100.0 | 61.11% | +7.41% | +31.75% | -14.96% | -11.78% | 12:29 | 08:20 | 09:44 | 11:03 | 13:42 | 32:08 | 03:58 | 02:56 |
 | Mirana | 130 | 40.88% | 98.1 | 56.15% | -4.49% | +16.58% | -15.52% | -8.27% | 18:01 | 11:38 | 15:39 | 17:14 | 19:32 | 35:57 | 03:53 | 02:52 |
 | Earth Spirit | 60 | 34.29% | 96.3 | 58.33% | +8.76% | +21.67% | -25.00% | -9.89% | 20:03 | 06:26 | 17:28 | 20:07 | 22:11 | 39:26 | 04:43 | 03:29 |
 | Enigma | 47 | 17.09% | 94.4 | 61.70% | +2.49% | -3.37% | +4.97% | 1.53% | 15:10 | 08:48 | 12:05 | 15:40 | 17:32 | 22:31 | 05:27 | 04:02 |
 | Venomancer | 64 | 65.98% | 92.6 | 53.13% | +1.61% | +21.87% | -15.63% | -10.32% | 13:20 | 07:46 | 11:23 | 12:50 | 15:01 | 19:43 | 03:38 | 02:41 |
 | Weaver | 227 | 46.90% | 90.7 | 51.10% | +5.57% | +15.57% | -17.77% | -6.58% | 16:30 | 08:27 | 13:56 | 15:55 | 19:00 | 33:55 | 05:04 | 03:45 |
 | Keeper of the Light | 125 | 48.08% | 88.9 | 51.20% | +4.53% | -2.81% | +3.64% | 1.53% | 14:20 | 09:12 | 12:10 | 13:26 | 16:23 | 22:45 | 04:13 | 03:07 |
 | Invoker | 137 | 50.55% | 87.0 | 48.91% | +6.37% | +9.91% | -7.73% | -7.25% | 13:11 | 09:09 | 11:33 | 12:44 | 13:59 | 27:20 | 02:26 | 01:48 |
 | Phoenix | 49 | 24.50% | 85.2 | 51.02% | +0.69% | -1.02% | +7.31% | 1.45% | 18:53 | 08:58 | 15:42 | 17:55 | 21:27 | 40:26 | 05:45 | 04:15 |
 | Death Prophet | 45 | 7.84% | 83.3 | 55.56% | +6.60% | +8.08% | +8.08% | 0.00% | 12:43 | 09:10 | 10:50 | 12:03 | 14:01 | 19:25 | 03:11 | 02:21 |
 | Ember Spirit | 12 | 2.09% | 81.5 | 75.00% | +25.98% | -8.33% | -41.67% | -6.37% | 16:27 | 11:06 | 13:27 | 17:37 | 18:41 | 19:35 | 05:14 | 03:52 |
 | Queen of Pain | 21 | 4.27% | 79.6 | 61.90% | +12.86% | -1.90% | -21.90% | -4.33% | 13:22 | 08:29 | 11:15 | 12:34 | 15:52 | 19:27 | 04:37 | 03:25 |
 | Brewmaster | 40 | 24.39% | 77.8 | 45.00% | -0.97% | +5.00% | -5.00% | -3.13% | 14:25 | 09:45 | 11:42 | 13:19 | 14:54 | 25:53 | 03:12 | 02:22 |
 | Dark Willow | 14 | 8.97% | 75.9 | 57.14% | +13.48% | -7.14% | -23.81% | -5.92% | 21:05 | 15:40 | 19:18 | 20:48 | 22:07 | 33:16 | 02:49 | 02:05 |
 | Viper | 12 | 4.86% | 74.1 | 58.33% | +8.54% | +41.67% | +8.34% | -7.25% | 16:13 | 10:36 | 13:14 | 15:34 | 17:50 | 24:41 | 04:36 | 03:24 |
 | Clockwerk | 22 | 5.88% | 72.2 | 50.00% | -0.57% | +16.67% | -30.00% | -7.02% | 21:39 | 15:08 | 18:28 | 21:35 | 25:07 | 31:21 | 06:39 | 04:55 |
 | Pangolier | 40 | 7.52% | 70.4 | 40.00% | -12.85% | +10.00% | +10.00% | 0.00% | 15:17 | 08:19 | 12:07 | 13:47 | 16:14 | 42:43 | 04:07 | 03:02 |
 | Hoodwink | 19 | 6.21% | 68.5 | 42.11% | -2.84% | +17.89% | -42.11% | -17.56% | 20:18 | 15:08 | 18:33 | 19:37 | 21:58 | 26:15 | 03:25 | 02:31 |
 | Treant Protector | 2 | 0.85% | 66.7 | 100.00% | +43.53% | 0.00% | 0.00% | 0.00% | 23:01 | 17:23 | 17:23 | 28:39 | 28:39 | 28:39 | 11:16 | 08:20 |
 | Nature's Prophet | 11 | 5.98% | 64.8 | 45.45% | -4.26% | -12.12% | -12.12% | 0.00% | 12:41 | 10:41 | 11:53 | 12:48 | 12:52 | 14:58 | 00:59 | 00:43 |
 | Nyx Assassin | 2 | 0.68% | 63.0 | 100.00% | +45.70% | 0.00% | 0.00% | 0.00% | 20:54 | 18:41 | 18:41 | 23:06 | 23:06 | 23:06 | 04:25 | 03:16 |
 | Puck | 16 | 2.94% | 61.1 | 43.75% | -8.99% | +6.25% | +6.25% | 0.00% | 13:27 | 10:07 | 11:23 | 11:51 | 14:45 | 23:08 | 03:22 | 02:29 |
 | Grimstroke | 2 | 0.52% | 59.3 | 100.00% | +55.76% | 0.00% | 0.00% | 0.00% | 19:24 | 18:59 | 18:59 | 19:49 | 19:49 | 19:49 | 00:50 | 00:37 |
 | Io | 2 | 0.51% | 57.4 | 100.00% | +51.28% | 0.00% | 0.00% | 0.00% | 22:50 | 19:01 | 19:01 | 26:39 | 26:39 | 26:39 | 07:38 | 05:39 |
 | Windranger | 3 | 2.91% | 55.6 | 66.67% | +15.67% | -66.67% | 0.00% | 0.00% | 18:36 | 18:12 | 18:12 | 18:37 | 18:58 | 18:58 | 00:46 | 00:34 |
 | Dawnbreaker | 6 | 1.80% | 53.7 | 50.00% | +5.18% | 0.00% | +50.00% | 0.00% | 19:26 | 16:29 | 17:03 | 18:13 | 23:09 | 23:30 | 06:06 | 04:31 |
 | Snapfire | 10 | 1.43% | 51.9 | 40.00% | -8.99% | +26.67% | -40.00% | 0.00% | 20:32 | 16:43 | 19:00 | 20:08 | 21:04 | 28:01 | 02:04 | 01:31 |
 | Jakiro | 8 | 4.49% | 50.0 | 37.50% | -2.50% | -37.50% | +12.50% | 6.01% | 21:13 | 14:41 | 16:29 | 21:10 | 24:48 | 27:05 | 08:19 | 06:09 |
 | Void Spirit | 7 | 2.13% | 48.1 | 42.86% | +0.93% | +57.14% | -42.86% | 0.00% | 14:47 | 10:58 | 12:43 | 13:24 | 16:29 | 19:23 | 03:46 | 02:47 |
 | Warlock | 1 | 0.93% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Gyrocopter | 4 | 2.41% | 44.4 | 50.00% | +5.56% | +50.00% | -50.00% | 0.00% | 18:25 | 13:15 | 13:15 | 13:53 | 22:14 | 24:19 | 08:59 | 06:39 |
 | Silencer | 1 | 0.84% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 0.71% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 00:00 |
 | Pudge | 1 | 0.69% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:20 | 24:20 | 24:20 | 24:20 | 24:20 | 24:20 | 00:00 | 00:00 |
 | Sand King | 1 | 0.40% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 00:00 | 00:00 |
 | Batrider | 1 | 0.36% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 00:00 | 00:00 |
 | Doom | 1 | 0.35% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 |
 | Marci | 1 | 0.22% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 00:00 | 00:00 |
 | Tiny | 1 | 0.13% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Visage | 6 | 2.63% | 27.8 | 33.33% | -26.13% | +16.67% | -33.33% | 0.00% | 16:13 | 11:44 | 12:32 | 12:51 | 15:42 | 31:17 | 03:10 | 02:20 |
 | Techies | 3 | 6.52% | 25.9 | 33.33% | +0.77% | +66.67% | 0.00% | 0.00% | 28:57 | 24:14 | 24:14 | 29:01 | 33:37 | 33:37 | 09:23 | 06:57 |
 | Dazzle | 2 | 1.23% | 24.1 | 50.00% | -3.75% | -50.00% | 0.00% | 0.00% | 12:44 | 10:53 | 10:53 | 14:34 | 14:34 | 14:34 | 03:41 | 02:43 |
 | Broodmother | 4 | 3.08% | 22.2 | 25.00% | -23.41% | -25.00% | +75.00% | 0.00% | 14:08 | 11:29 | 11:29 | 13:43 | 14:43 | 16:38 | 03:14 | 02:23 |
 | Tusk | 3 | 0.83% | 20.4 | 33.33% | -15.55% | -33.33% | 0.00% | 0.00% | 21:44 | 21:06 | 21:06 | 22:01 | 22:06 | 22:06 | 01:00 | 00:44 |
 | Enchantress | 3 | 0.81% | 18.5 | 33.33% | -17.62% | -33.33% | 0.00% | 0.00% | 21:09 | 13:21 | 13:21 | 24:38 | 25:27 | 25:27 | 12:06 | 08:57 |
 | Kunkka | 4 | 0.93% | 16.7 | 25.00% | -25.82% | -25.00% | +75.00% | 0.00% | 11:51 | 10:23 | 10:23 | 12:01 | 12:25 | 12:36 | 02:02 | 01:30 |
 | Rubick | 5 | 1.52% | 14.8 | 20.00% | -22.11% | -20.00% | -20.00% | 0.00% | 18:21 | 15:33 | 15:33 | 18:26 | 19:12 | 20:50 | 03:39 | 02:42 |
 | Monkey King | 5 | 1.08% | 13.0 | 20.00% | -31.09% | -20.00% | -20.00% | 0.00% | 20:30 | 15:16 | 15:16 | 19:50 | 24:47 | 25:19 | 09:31 | 07:02 |
 | Witch Doctor | 1 | 1.72% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 00:00 | 00:00 |
 | Dark Seer | 1 | 0.87% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:45 | 15:45 | 15:45 | 15:45 | 15:45 | 15:45 | 00:00 | 00:00 |
 | Undying | 2 | 0.65% | 7.4 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 21:07 | 15:40 | 15:40 | 26:33 | 26:33 | 26:33 | 10:53 | 08:03 |
 | Winter Wyvern | 1 | 0.37% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 00:00 | 00:00 |
 | Night Stalker | 3 | 1.99% | 3.7 | 0.00% | -49.32% | 0.00% | 0.00% | 0.00% | 13:55 | 11:53 | 11:53 | 14:29 | 15:24 | 15:24 | 03:31 | 02:36 |
 | Spectre | 1 | 1.79% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |