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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 | |
 | Soul Ring | 564 | 14.00% | 48.3 | 50.53% | +3.82% | -10.81% | +2.66% | 3.06% | 07:15 | 01:44 | 04:47 | 06:34 | 09:11 | 26:08 | 03:15 |
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 | |
 | Bristleback | 11 | 84.62% | 100.0 | 72.73% | +22.73% | -39.40% | +27.27% | 23.26% | 06:57 | 02:06 | 05:46 | 07:26 | 08:38 | 10:23 | 02:52 | 02:07 |
 | Broodmother | 13 | 100.00% | 97.7 | 61.54% | +61.54% | +5.13% | +5.13% | 0.00% | 05:32 | 02:09 | 03:39 | 05:48 | 06:46 | 07:49 | 03:07 | 02:18 |
 | Wraith King | 26 | 36.11% | 95.5 | 69.23% | +17.06% | -26.37% | -2.56% | 4.05% | 08:45 | 04:12 | 05:36 | 08:44 | 11:29 | 17:43 | 05:53 | 04:21 |
 | Tinker | 10 | 100.00% | 93.2 | 60.00% | +60.00% | -26.67% | +40.00% | 11.94% | 07:21 | 03:43 | 04:19 | 06:16 | 09:54 | 11:43 | 05:35 | 04:08 |
 | Mars | 134 | 89.33% | 90.9 | 57.46% | +26.21% | -10.40% | -15.04% | -1.34% | 06:37 | 02:25 | 04:41 | 06:05 | 08:09 | 18:59 | 03:28 | 02:34 |
 | Legion Commander | 31 | 73.81% | 88.6 | 54.84% | +36.66% | +7.66% | +7.66% | 0.00% | 09:23 | 02:16 | 05:02 | 09:02 | 12:23 | 19:03 | 07:21 | 05:26 |
 | Techies | 2 | 100.00% | 86.4 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 08:43 | 07:40 | 07:40 | 09:45 | 09:45 | 09:45 | 02:05 | 01:32 |
 | Storm Spirit | 43 | 82.69% | 84.1 | 51.16% | -15.51% | -5.71% | +12.48% | 10.20% | 05:20 | 02:50 | 04:21 | 05:16 | 06:08 | 08:30 | 01:47 | 01:19 |
 | Tidehunter | 55 | 90.16% | 81.8 | 49.09% | +32.42% | -6.23% | -13.38% | -1.98% | 07:32 | 01:50 | 05:27 | 07:32 | 09:04 | 13:24 | 03:37 | 02:40 |
 | Brewmaster | 3 | 42.86% | 79.5 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 07:16 | 04:14 | 04:14 | 08:12 | 09:23 | 09:23 | 05:09 | 03:48 |
 | Magnus | 6 | 25.00% | 77.3 | 66.67% | 0.00% | -16.67% | +33.33% | 0.00% | 08:53 | 02:22 | 06:56 | 07:03 | 09:54 | 17:13 | 02:58 | 02:11 |
 | Spirit Breaker | 29 | 26.61% | 75.0 | 51.72% | +7.97% | -8.86% | -8.86% | 0.00% | 07:36 | 02:34 | 04:46 | 06:32 | 08:27 | 26:08 | 03:41 | 02:43 |
 | Timbersaw | 40 | 100.00% | 72.7 | 40.00% | +40.00% | 0.00% | -10.00% | -3.51% | 04:52 | 01:44 | 03:24 | 04:17 | 06:15 | 10:03 | 02:51 | 02:06 |
 | Doom | 15 | 51.72% | 70.5 | 46.67% | -10.47% | -21.67% | -21.67% | 0.00% | 08:12 | 03:11 | 05:30 | 07:25 | 10:49 | 13:10 | 05:19 | 03:56 |
 | Io | 29 | 46.77% | 68.2 | 44.83% | -9.72% | -16.26% | +12.31% | 7.36% | 09:00 | 02:47 | 06:35 | 09:23 | 10:28 | 20:02 | 03:53 | 02:52 |
 | Bloodseeker | 2 | 7.14% | 65.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 07:48 | 04:33 | 04:33 | 11:02 | 11:02 | 11:02 | 06:29 | 04:48 |
 | Pudge | 1 | 20.00% | 63.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 00:00 | 00:00 |
 | Clockwerk | 4 | 10.53% | 61.4 | 75.00% | +19.12% | +25.00% | +25.00% | 0.00% | 12:26 | 10:47 | 10:47 | 12:18 | 13:14 | 13:23 | 02:27 | 01:48 |
 | Dragon Knight | 16 | 80.00% | 59.1 | 37.50% | +37.50% | +37.50% | -12.50% | -24.00% | 05:05 | 01:52 | 03:26 | 04:33 | 05:31 | 10:59 | 02:05 | 01:32 |
 | Underlord | 17 | 100.00% | 56.8 | 29.41% | +29.41% | -4.41% | -29.41% | -6.64% | 06:53 | 02:41 | 05:12 | 07:12 | 08:58 | 09:35 | 03:46 | 02:47 |
 | Sand King | 15 | 65.22% | 54.5 | 33.33% | +20.83% | -33.33% | -8.33% | 14.42% | 06:34 | 02:02 | 04:29 | 05:29 | 06:13 | 18:35 | 01:44 | 01:17 |
 | Night Stalker | 3 | 10.00% | 52.3 | 66.67% | +37.04% | +33.33% | 0.00% | 0.00% | 15:01 | 09:41 | 09:41 | 11:59 | 23:22 | 23:22 | 13:41 | 10:08 |
 | Leshrac | 3 | 9.38% | 50.0 | 66.67% | +8.05% | -66.67% | 0.00% | 0.00% | 05:52 | 04:35 | 04:35 | 05:29 | 07:31 | 07:31 | 02:56 | 02:10 |
 | Treant Protector | 7 | 19.44% | 47.7 | 42.86% | +1.48% | +7.14% | -42.86% | 0.00% | 05:03 | 02:12 | 03:10 | 04:37 | 05:27 | 10:07 | 02:17 | 01:41 |
 | Viper | 1 | 6.25% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:30 | 05:30 | 05:30 | 05:30 | 05:30 | 05:30 | 00:00 | 00:00 |
 | Death Prophet | 6 | 10.00% | 43.2 | 50.00% | -5.56% | 0.00% | -50.00% | 0.00% | 07:32 | 03:33 | 04:42 | 08:16 | 09:37 | 09:44 | 04:55 | 03:38 |
 | Lina | 3 | 6.00% | 40.9 | 66.67% | +24.12% | +33.33% | 0.00% | 0.00% | 05:11 | 03:00 | 03:00 | 05:44 | 06:49 | 06:49 | 03:49 | 02:49 |
 | Centaur Warrunner | 1 | 4.35% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 |
 | Dark Willow | 7 | 11.29% | 36.4 | 42.86% | +6.50% | +7.14% | +7.14% | 0.00% | 10:37 | 08:58 | 09:46 | 09:58 | 11:18 | 12:45 | 01:32 | 01:08 |
 | Dark Seer | 2 | 8.70% | 34.1 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 04:50 | 02:50 | 02:50 | 06:50 | 06:50 | 06:50 | 04:00 | 02:57 |
 | Earthshaker | 4 | 26.67% | 31.8 | 25.00% | -47.73% | -25.00% | -25.00% | 0.00% | 06:32 | 02:20 | 02:20 | 02:24 | 05:01 | 16:24 | 02:41 | 01:59 |
 | Chaos Knight | 4 | 22.22% | 29.5 | 25.00% | +3.57% | -25.00% | -25.00% | 0.00% | 08:58 | 03:36 | 03:36 | 10:00 | 10:51 | 11:26 | 07:15 | 05:22 |
 | Beastmaster | 3 | 5.45% | 27.3 | 33.33% | -28.21% | -33.33% | 0.00% | 0.00% | 08:20 | 05:52 | 05:52 | 09:34 | 09:34 | 09:34 | 03:42 | 02:44 |
 | Kunkka | 4 | 3.67% | 25.0 | 25.00% | -28.33% | -25.00% | +75.00% | 0.00% | 15:54 | 07:50 | 07:50 | 17:32 | 18:58 | 19:16 | 11:08 | 08:14 |
 | Nyx Assassin | 1 | 1.85% | 22.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 00:00 | 00:00 |
 | Snapfire | 3 | 2.46% | 20.5 | 0.00% | -45.38% | 0.00% | 0.00% | 0.00% | 06:32 | 03:47 | 03:47 | 06:34 | 09:14 | 09:14 | 05:27 | 04:02 |
 | Disruptor | 1 | 1.28% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 |
 | Morphling | 1 | 3.03% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:24 | 08:24 | 08:24 | 08:24 | 08:24 | 08:24 | 00:00 | 00:00 |
 | Spectre | 1 | 20.00% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 00:00 | 00:00 |
 | Zeus | 1 | 25.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 00:00 | 00:00 |
 | Tiny | 1 | 33.33% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:45 | 07:45 | 07:45 | 07:45 | 07:45 | 07:45 | 00:00 | 00:00 |
 | Dawnbreaker | 2 | 11.76% | 6.8 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 11:50 | 07:22 | 07:22 | 16:18 | 16:18 | 16:18 | 08:56 | 06:37 |
 | Slark | 2 | 25.00% | 4.5 | 0.00% | -16.67% | 0.00% | 0.00% | 0.00% | 08:50 | 08:25 | 08:25 | 09:14 | 09:14 | 09:14 | 00:49 | 00:36 |
 | Shadow Fiend | 1 | 3.70% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:21 | 02:21 | 02:21 | 02:21 | 02:21 | 02:21 | 00:00 | 00:00 |