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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 | 899 | 2.56% | 16.0 | 50.95% | +1.07% | +6.38% | -7.39% | 0.00% | 16:09 | 07:58 | 12:37 | 15:30 | 18:41 | 53:58 | 04:29 |
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 | |
 | Earth Spirit | 99 | 49.75% | 100.0 | 53.54% | +14.54% | +10.46% | -9.54% | -2.69% | 15:40 | 07:59 | 11:15 | 14:45 | 18:41 | 53:58 | 07:26 | 05:30 |
 | Venomancer | 38 | 23.03% | 98.2 | 57.89% | +8.28% | +12.11% | +8.78% | -0.38% | 15:46 | 08:51 | 10:43 | 12:54 | 19:23 | 41:04 | 08:40 | 06:25 |
 | Brewmaster | 80 | 50.31% | 96.5 | 51.25% | -0.65% | +13.75% | -11.25% | -7.81% | 13:16 | 07:58 | 10:58 | 12:58 | 14:10 | 27:17 | 03:12 | 02:22 |
 | Keeper of the Light | 191 | 42.92% | 94.7 | 50.26% | +0.65% | -2.34% | -0.26% | 0.43% | 15:40 | 08:45 | 12:45 | 14:48 | 17:38 | 37:01 | 04:53 | 03:37 |
 | Dark Willow | 13 | 5.70% | 93.0 | 69.23% | +21.32% | +30.77% | +30.77% | 0.00% | 19:25 | 15:29 | 16:14 | 19:42 | 22:34 | 23:34 | 06:20 | 04:41 |
 | Mirana | 86 | 12.22% | 91.2 | 51.16% | -4.02% | -5.71% | -13.06% | -1.80% | 18:45 | 10:49 | 16:34 | 18:21 | 20:39 | 36:56 | 04:05 | 03:01 |
 | Invoker | 92 | 44.66% | 89.5 | 46.74% | -0.63% | +18.48% | -16.31% | -9.58% | 13:30 | 09:21 | 11:22 | 13:00 | 15:00 | 24:59 | 03:38 | 02:41 |
 | Phoenix | 49 | 13.50% | 87.7 | 53.06% | +7.52% | +21.94% | -19.73% | -14.21% | 17:50 | 09:16 | 16:04 | 18:13 | 19:00 | 27:43 | 02:56 | 02:10 |
 | Night Stalker | 3 | 4.29% | 86.0 | 100.00% | +44.78% | 0.00% | 0.00% | 0.00% | 13:55 | 12:04 | 12:04 | 14:38 | 15:03 | 15:03 | 02:59 | 02:12 |
 | Dawnbreaker | 4 | 1.78% | 84.2 | 100.00% | +54.30% | 0.00% | 0.00% | 0.00% | 16:21 | 12:01 | 12:01 | 13:31 | 19:50 | 20:02 | 07:49 | 05:47 |
 | Necrophos | 8 | 17.39% | 82.5 | 62.50% | +9.87% | -12.50% | +37.50% | 0.00% | 12:47 | 11:04 | 11:34 | 12:02 | 13:15 | 15:18 | 01:41 | 01:14 |
 | Techies | 19 | 2.97% | 80.7 | 63.16% | +12.35% | +16.84% | -3.16% | -14.12% | 17:50 | 14:22 | 16:54 | 17:54 | 18:19 | 23:01 | 01:25 | 01:02 |
 | Enigma | 21 | 7.75% | 78.9 | 57.14% | +5.54% | +22.86% | -17.14% | -23.53% | 12:56 | 09:20 | 11:43 | 12:44 | 13:25 | 18:18 | 01:42 | 01:15 |
 | Ember Spirit | 13 | 1.42% | 77.2 | 69.23% | +20.90% | -2.56% | -35.90% | 0.00% | 14:51 | 12:06 | 12:52 | 14:45 | 16:10 | 19:38 | 03:18 | 02:26 |
 | Alchemist | 3 | 1.14% | 75.4 | 100.00% | +47.51% | 0.00% | 0.00% | 0.00% | 10:34 | 09:10 | 09:10 | 10:51 | 11:40 | 11:40 | 02:30 | 01:51 |
 | Clockwerk | 29 | 4.37% | 73.7 | 48.28% | -6.93% | +23.15% | -33.99% | -8.24% | 22:29 | 14:48 | 17:42 | 21:44 | 24:38 | 36:11 | 06:56 | 05:08 |
 | Bloodseeker | 6 | 1.78% | 71.9 | 66.67% | +21.05% | +33.33% | -66.67% | 0.00% | 13:36 | 11:14 | 12:01 | 13:00 | 15:34 | 16:02 | 03:33 | 02:37 |
 | Rubick | 29 | 2.11% | 70.2 | 41.38% | -5.50% | -27.09% | +1.48% | 7.00% | 18:24 | 14:21 | 16:07 | 17:49 | 20:12 | 24:48 | 04:05 | 03:01 |
 | Death Prophet | 4 | 0.72% | 68.4 | 75.00% | +26.08% | -75.00% | +25.00% | 0.00% | 12:01 | 10:50 | 10:50 | 11:13 | 12:33 | 13:27 | 01:43 | 01:16 |
 | Viper | 3 | 3.33% | 66.7 | 66.67% | +14.95% | +33.33% | 0.00% | 0.00% | 13:16 | 10:55 | 10:55 | 13:01 | 15:51 | 15:51 | 04:56 | 03:39 |
 | Sand King | 1 | 3.45% | 64.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 00:00 | 00:00 |
 | Snapfire | 5 | 0.77% | 63.2 | 60.00% | +15.61% | -60.00% | +40.00% | 0.00% | 19:24 | 15:19 | 15:19 | 19:14 | 19:51 | 26:38 | 04:32 | 03:21 |
 | Beastmaster | 5 | 0.68% | 61.4 | 60.00% | +4.55% | +40.00% | -60.00% | 0.00% | 13:53 | 10:46 | 10:46 | 10:58 | 16:53 | 19:50 | 06:07 | 04:31 |
 | Witch Doctor | 1 | 1.61% | 59.6 | 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 |
 | Void Spirit | 6 | 1.45% | 57.9 | 50.00% | -1.10% | 0.00% | +50.00% | 0.00% | 13:04 | 10:37 | 12:10 | 13:03 | 13:36 | 15:45 | 01:26 | 01:03 |
 | Dark Seer | 3 | 0.98% | 56.1 | 66.67% | +15.18% | +33.33% | 0.00% | 0.00% | 16:48 | 11:07 | 11:07 | 16:41 | 22:36 | 22:36 | 11:29 | 08:30 |
 | Bounty Hunter | 8 | 5.06% | 54.4 | 37.50% | -18.13% | +62.50% | -37.50% | 0.00% | 19:13 | 13:48 | 15:16 | 19:04 | 21:46 | 25:20 | 06:30 | 04:48 |
 | Primal Beast | 3 | 0.64% | 52.6 | 66.67% | +16.24% | +33.33% | 0.00% | 0.00% | 17:57 | 10:24 | 10:24 | 14:28 | 29:00 | 29:00 | 18:36 | 13:46 |
 | Elder Titan | 1 | 0.92% | 50.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 00:00 | 00:00 |
 | Grimstroke | 1 | 0.85% | 49.1 | 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 |
 | Pangolier | 3 | 0.36% | 47.4 | 66.67% | +15.64% | -66.67% | 0.00% | 0.00% | 14:18 | 12:28 | 12:28 | 14:56 | 15:30 | 15:30 | 03:02 | 02:14 |
 | Kunkka | 1 | 0.52% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Lich | 1 | 0.40% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 00:00 | 00:00 |
 | Puck | 4 | 1.09% | 42.1 | 50.00% | +0.28% | +50.00% | +50.00% | 0.00% | 13:56 | 10:53 | 10:53 | 13:58 | 13:59 | 16:53 | 03:06 | 02:17 |
 | Magnus | 1 | 0.27% | 40.4 | 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 |
 | Pugna | 1 | 0.26% | 38.6 | 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 |
 | Enchantress | 1 | 0.18% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 00:00 | 00:00 |
 | Weaver | 9 | 12.68% | 35.1 | 22.22% | -31.01% | +27.78% | -22.22% | 0.00% | 15:08 | 10:26 | 12:05 | 13:15 | 14:03 | 29:09 | 01:58 | 01:27 |
 | Nature's Prophet | 12 | 2.11% | 33.3 | 25.00% | -28.05% | +41.67% | +8.33% | 0.00% | 15:03 | 10:32 | 11:41 | 11:51 | 16:03 | 27:20 | 04:22 | 03:14 |
 | Underlord | 2 | 0.64% | 31.6 | 50.00% | -4.37% | +50.00% | 0.00% | 0.00% | 27:13 | 17:20 | 17:20 | 37:06 | 37:06 | 37:06 | 19:46 | 14:38 |
 | Skywrath Mage | 2 | 0.49% | 29.8 | 50.00% | +2.10% | +50.00% | 0.00% | 0.00% | 19:37 | 19:36 | 19:36 | 19:37 | 19:37 | 19:37 | 00:01 | 00:00 |
 | Spirit Breaker | 2 | 0.49% | 28.1 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 18:39 | 17:09 | 17:09 | 20:09 | 20:09 | 20:09 | 03:00 | 02:13 |
 | Batrider | 3 | 0.45% | 26.3 | 33.33% | -17.73% | -33.33% | 0.00% | 0.00% | 16:27 | 15:03 | 15:03 | 15:40 | 18:38 | 18:38 | 03:35 | 02:39 |
 | Doom | 3 | 0.43% | 24.6 | 33.33% | -16.31% | +66.67% | 0.00% | 0.00% | 16:30 | 10:49 | 10:49 | 15:56 | 22:44 | 22:44 | 11:55 | 08:49 |
 | Queen of Pain | 4 | 1.50% | 22.8 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 14:19 | 13:20 | 13:20 | 14:02 | 14:26 | 15:26 | 01:06 | 00:48 |
 | Silencer | 5 | 0.90% | 21.1 | 20.00% | -30.72% | -20.00% | -20.00% | 0.00% | 19:35 | 14:28 | 14:28 | 19:16 | 21:31 | 24:03 | 07:03 | 05:13 |
 | Windranger | 1 | 0.39% | 19.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.23% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 00:00 | 00:00 |
 | Treant Protector | 1 | 0.16% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 00:00 | 00:00 |
 | Tusk | 2 | 0.31% | 14.0 | 0.00% | -45.47% | 0.00% | 0.00% | 0.00% | 25:12 | 20:29 | 20:29 | 29:55 | 29:55 | 29:55 | 09:26 | 06:59 |
 | Hoodwink | 6 | 2.14% | 12.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 21:30 | 16:59 | 17:09 | 17:59 | 19:44 | 38:28 | 02:35 | 01:54 |
 | Undying | 1 | 0.15% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 00:00 | 00:00 |
 | Disruptor | 1 | 0.14% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 0.49% | 7.0 | 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 |
 | Broodmother | 2 | 0.56% | 5.3 | 0.00% | -53.24% | 0.00% | 0.00% | 0.00% | 17:33 | 17:12 | 17:12 | 17:53 | 17:53 | 17:53 | 00:41 | 00:30 |
 | Spectre | 2 | 1.61% | 3.5 | 0.00% | -49.18% | 0.00% | 0.00% | 0.00% | 10:13 | 09:35 | 09:35 | 10:51 | 10:51 | 10:51 | 01:16 | 00:56 |
 | Muerta | 3 | 2.13% | 1.8 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 20:10 | 15:19 | 15:19 | 21:36 | 23:36 | 23:36 | 08:17 | 06:08 |