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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 | 720 | 2.69% | 12.2 | 50.56% | +0.69% | +6.11% | -9.45% | 0.00% | 15:49 | 07:58 | 12:01 | 15:08 | 18:37 | 53:58 | 04:53 |
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 | 6 | 16.67% | 100.0 | 83.33% | +20.00% | +16.67% | -83.33% | 0.00% | 12:05 | 08:17 | 09:14 | 11:34 | 13:09 | 18:17 | 03:55 | 02:54 |
 | Brewmaster | 79 | 54.11% | 98.0 | 54.43% | +2.19% | +5.57% | +0.57% | -1.53% | 13:00 | 07:58 | 10:49 | 12:30 | 14:05 | 26:48 | 03:16 | 02:25 |
 | Keeper of the Light | 138 | 41.19% | 96.1 | 52.90% | +3.66% | -4.33% | -2.90% | 0.21% | 16:15 | 08:45 | 12:45 | 15:59 | 19:26 | 37:01 | 06:41 | 04:57 |
 | Invoker | 97 | 45.97% | 94.1 | 48.45% | +2.84% | +22.38% | -10.95% | -10.20% | 13:19 | 09:21 | 11:17 | 12:53 | 14:33 | 24:59 | 03:16 | 02:25 |
 | Mirana | 69 | 12.99% | 92.2 | 52.17% | -2.59% | +12.54% | -16.88% | -7.51% | 18:04 | 12:40 | 16:02 | 18:04 | 19:57 | 24:04 | 03:55 | 02:54 |
 | Venomancer | 25 | 19.23% | 90.2 | 56.00% | -2.10% | +27.33% | +10.67% | -4.11% | 13:16 | 08:51 | 10:43 | 11:52 | 14:46 | 23:07 | 04:03 | 03:00 |
 | Night Stalker | 3 | 4.55% | 88.2 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 13:55 | 12:04 | 12:04 | 14:38 | 15:03 | 15:03 | 02:59 | 02:12 |
 | Clockwerk | 16 | 3.62% | 86.3 | 68.75% | +17.34% | +31.25% | -18.75% | 0.00% | 22:08 | 14:48 | 17:50 | 21:44 | 24:38 | 33:36 | 06:48 | 05:02 |
 | Earth Spirit | 88 | 50.87% | 84.3 | 45.45% | -2.79% | -9.09% | -4.54% | 0.58% | 14:54 | 07:59 | 10:40 | 13:04 | 18:28 | 53:58 | 07:48 | 05:46 |
 | Phoenix | 38 | 12.50% | 82.4 | 50.00% | +4.14% | +20.00% | -27.78% | -13.85% | 17:23 | 09:16 | 15:33 | 17:21 | 19:00 | 27:43 | 03:27 | 02:33 |
 | Dark Willow | 13 | 6.10% | 80.4 | 61.54% | +10.54% | +5.13% | +38.46% | 6.27% | 18:13 | 13:31 | 15:29 | 17:00 | 20:48 | 23:34 | 05:19 | 03:56 |
 | Techies | 13 | 3.19% | 78.4 | 61.54% | +6.10% | +5.13% | -28.21% | 0.00% | 18:10 | 14:27 | 17:04 | 17:54 | 18:31 | 23:06 | 01:27 | 01:04 |
 | Dazzle | 2 | 4.17% | 76.5 | 100.00% | +45.65% | 0.00% | 0.00% | 0.00% | 11:55 | 10:52 | 10:52 | 12:57 | 12:57 | 12:57 | 02:05 | 01:32 |
 | Snapfire | 3 | 0.60% | 74.5 | 100.00% | +52.71% | 0.00% | 0.00% | 0.00% | 21:54 | 19:12 | 19:12 | 19:51 | 26:38 | 26:38 | 07:26 | 05:30 |
 | Enigma | 9 | 4.92% | 72.5 | 55.56% | +9.58% | -5.56% | -5.56% | 0.00% | 13:05 | 10:34 | 10:46 | 12:35 | 14:46 | 16:40 | 04:00 | 02:57 |
 | Rubick | 21 | 2.07% | 70.6 | 47.62% | +0.44% | +12.38% | -47.62% | -12.63% | 19:37 | 14:00 | 16:17 | 19:21 | 21:02 | 35:47 | 04:45 | 03:31 |
 | Dawnbreaker | 2 | 1.02% | 68.6 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 12:46 | 12:01 | 12:01 | 13:31 | 13:31 | 13:31 | 01:30 | 01:06 |
 | Ember Spirit | 10 | 1.57% | 66.7 | 50.00% | +1.60% | +50.00% | -50.00% | 0.00% | 16:34 | 12:48 | 13:07 | 16:10 | 19:33 | 21:27 | 06:26 | 04:45 |
 | Weaver | 4 | 8.00% | 64.7 | 50.00% | +2.17% | +50.00% | -50.00% | 0.00% | 12:22 | 11:01 | 11:01 | 12:05 | 13:08 | 13:15 | 02:07 | 01:34 |
 | Beastmaster | 5 | 0.85% | 62.7 | 60.00% | +7.77% | +40.00% | -60.00% | 0.00% | 13:53 | 10:46 | 10:46 | 10:58 | 16:53 | 19:50 | 06:07 | 04:31 |
 | Nature's Prophet | 22 | 4.91% | 60.8 | 31.82% | -19.59% | +1.51% | -11.82% | -2.69% | 15:13 | 10:32 | 11:51 | 14:30 | 16:48 | 27:20 | 04:57 | 03:40 |
 | Witch Doctor | 1 | 1.69% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:38 | 18:38 | 18:38 | 18:38 | 18:38 | 18:38 | 00:00 | 00:00 |
 | Bane | 1 | 1.39% | 56.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 00:00 | 00:00 |
 | Grimstroke | 1 | 0.72% | 54.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Elder Titan | 1 | 0.71% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 00:00 | 00:00 |
 | Spirit Breaker | 4 | 1.55% | 51.0 | 50.00% | +2.36% | +50.00% | -50.00% | 0.00% | 20:32 | 17:09 | 17:09 | 20:09 | 22:15 | 22:35 | 05:06 | 03:46 |
 | Pugna | 1 | 0.50% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Void Spirit | 4 | 1.42% | 47.1 | 50.00% | -3.60% | -50.00% | +50.00% | 0.00% | 13:33 | 12:10 | 12:10 | 13:03 | 13:14 | 15:45 | 01:04 | 00:47 |
 | Pangolier | 1 | 0.15% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 15:30 | 00:00 | 00:00 |
 | Viper | 3 | 5.56% | 43.1 | 33.33% | -11.77% | +66.67% | 0.00% | 0.00% | 13:26 | 10:55 | 10:55 | 13:31 | 15:51 | 15:51 | 04:56 | 03:39 |
 | Kunkka | 2 | 1.11% | 41.2 | 50.00% | +0.56% | +50.00% | 0.00% | 0.00% | 15:51 | 12:29 | 12:29 | 19:12 | 19:12 | 19:12 | 06:43 | 04:58 |
 | Puck | 2 | 0.72% | 39.2 | 50.00% | +1.27% | +50.00% | 0.00% | 0.00% | 12:59 | 10:00 | 10:00 | 15:58 | 15:58 | 15:58 | 05:58 | 04:25 |
 | Dark Seer | 2 | 0.71% | 37.3 | 50.00% | -1.44% | +50.00% | 0.00% | 0.00% | 19:39 | 16:41 | 16:41 | 22:36 | 22:36 | 22:36 | 05:55 | 04:22 |
 | Primal Beast | 2 | 0.51% | 35.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 19:42 | 10:24 | 10:24 | 29:00 | 29:00 | 29:00 | 18:36 | 13:46 |
 | Enchantress | 2 | 0.44% | 33.3 | 50.00% | -2.97% | +50.00% | 0.00% | 0.00% | 23:51 | 21:22 | 21:22 | 26:20 | 26:20 | 26:20 | 04:58 | 03:40 |
 | Batrider | 2 | 0.42% | 31.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 15:22 | 15:03 | 15:03 | 15:40 | 15:40 | 15:40 | 00:37 | 00:27 |
 | Death Prophet | 3 | 0.84% | 29.4 | 33.33% | -12.46% | -33.33% | 0.00% | 0.00% | 11:49 | 10:50 | 10:50 | 11:36 | 13:00 | 13:00 | 02:10 | 01:36 |
 | Muerta | 3 | 3.03% | 27.5 | 0.00% | -48.96% | 0.00% | 0.00% | 0.00% | 20:10 | 15:19 | 15:19 | 21:36 | 23:36 | 23:36 | 08:17 | 06:08 |
 | Spectre | 2 | 2.15% | 25.5 | 0.00% | -48.35% | 0.00% | 0.00% | 0.00% | 10:13 | 09:35 | 09:35 | 10:51 | 10:51 | 10:51 | 01:16 | 00:56 |
 | Pudge | 1 | 1.08% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Hoodwink | 3 | 1.67% | 21.6 | 0.00% | -40.11% | 0.00% | 0.00% | 0.00% | 24:48 | 16:11 | 16:11 | 19:44 | 38:28 | 38:28 | 22:17 | 16:30 |
 | Broodmother | 1 | 0.43% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 |
 | Windranger | 1 | 0.49% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:13 | 21:13 | 21:13 | 21:13 | 21:13 | 21:13 | 00:00 | 00:00 |
 | Monkey King | 3 | 0.89% | 15.7 | 0.00% | -54.79% | 0.00% | 0.00% | 0.00% | 19:26 | 16:51 | 16:51 | 17:37 | 23:49 | 23:49 | 06:58 | 05:09 |
 | Bounty Hunter | 1 | 1.03% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 19:04 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 0.53% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 00:00 | 00:00 |
 | Tusk | 3 | 0.66% | 9.8 | 0.00% | -46.36% | 0.00% | 0.00% | 0.00% | 21:27 | 13:56 | 13:56 | 20:29 | 29:55 | 29:55 | 15:59 | 11:50 |
 | Centaur Warrunner | 1 | 0.73% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |
 | Silencer | 3 | 0.78% | 5.9 | 0.00% | -47.00% | 0.00% | 0.00% | 0.00% | 19:16 | 14:28 | 14:28 | 19:16 | 24:03 | 24:03 | 09:35 | 07:05 |
 | Bloodseeker | 1 | 0.37% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:02 | 16:02 | 16:02 | 16:02 | 16:02 | 16:02 | 00:00 | 00:00 |
 | Riki | 1 | 0.63% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |