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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 | 1869 | 5.33% | 23.7 | 51.15% | +1.71% | +3.24% | -3.18% | -2.13% | 09:31 | 01:59 | 07:27 | 08:49 | 10:28 | 54:00 | 02:14 |
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 | |
 | Ogre Magi | 9 | 19.15% | 100.0 | 88.89% | +52.05% | -38.89% | +11.11% | 11.32% | 11:18 | 07:32 | 08:20 | 10:25 | 12:45 | 17:07 | 04:25 | 03:16 |
 | Pudge | 13 | 9.77% | 97.6 | 84.62% | +37.12% | -17.95% | -17.95% | 0.00% | 09:22 | 06:11 | 07:38 | 09:19 | 10:15 | 15:08 | 02:37 | 01:56 |
 | Witch Doctor | 14 | 22.58% | 95.1 | 71.43% | +21.43% | +3.57% | -4.76% | -2.73% | 08:37 | 06:28 | 07:05 | 07:28 | 10:08 | 12:13 | 03:03 | 02:15 |
 | Broodmother | 339 | 94.96% | 92.7 | 53.69% | +14.80% | -1.93% | -4.28% | -1.26% | 08:37 | 03:09 | 07:39 | 08:37 | 09:31 | 16:43 | 01:52 | 01:22 |
 | Underlord | 143 | 45.98% | 90.2 | 55.94% | +2.96% | -5.94% | -8.72% | -0.86% | 11:26 | 04:05 | 08:58 | 10:17 | 12:13 | 32:49 | 03:15 | 02:24 |
 | Timbersaw | 381 | 83.74% | 87.8 | 51.71% | +5.76% | +5.13% | -8.55% | -4.94% | 09:10 | 02:10 | 07:36 | 08:56 | 10:22 | 46:42 | 02:46 | 02:02 |
 | Dark Seer | 91 | 29.74% | 85.4 | 56.04% | +6.27% | +17.87% | -3.87% | -4.30% | 11:51 | 05:43 | 08:41 | 10:33 | 13:44 | 32:20 | 05:03 | 03:44 |
 | Io | 37 | 23.27% | 82.9 | 59.46% | +5.36% | +7.21% | +29.43% | 3.27% | 11:29 | 04:58 | 08:15 | 09:40 | 15:03 | 22:56 | 06:48 | 05:02 |
 | Alchemist | 91 | 34.47% | 80.5 | 52.75% | -0.43% | +16.82% | -13.62% | -13.05% | 07:02 | 02:11 | 05:44 | 06:49 | 08:04 | 19:57 | 02:20 | 01:43 |
 | Brewmaster | 7 | 4.40% | 78.0 | 85.71% | +35.71% | +14.29% | -35.71% | 0.00% | 09:15 | 05:17 | 08:06 | 08:49 | 08:55 | 15:38 | 00:49 | 00:36 |
 | Tinker | 41 | 97.62% | 75.6 | 46.34% | +46.34% | +3.66% | +3.66% | 0.00% | 09:55 | 03:53 | 06:38 | 10:33 | 12:13 | 16:05 | 05:35 | 04:08 |
 | Omniknight | 11 | 21.15% | 73.2 | 63.64% | +9.98% | -30.31% | +36.36% | 23.26% | 07:21 | 03:46 | 04:53 | 07:25 | 07:45 | 12:22 | 02:52 | 02:07 |
 | Clockwerk | 21 | 3.17% | 70.7 | 66.67% | +12.15% | -6.67% | -6.67% | 0.00% | 24:28 | 10:45 | 14:35 | 25:03 | 32:49 | 41:54 | 18:14 | 13:30 |
 | Dawnbreaker | 131 | 58.22% | 68.3 | 45.80% | -2.07% | +2.68% | +2.68% | 0.00% | 07:19 | 02:12 | 05:04 | 07:27 | 08:56 | 22:59 | 03:52 | 02:51 |
 | Primal Beast | 83 | 17.62% | 65.9 | 49.40% | -1.37% | +7.74% | -1.78% | -3.78% | 09:30 | 05:04 | 07:45 | 08:58 | 10:16 | 22:11 | 02:31 | 01:51 |
 | Mars | 185 | 67.27% | 63.4 | 43.24% | +3.24% | +4.59% | -12.81% | -5.58% | 08:39 | 02:47 | 06:41 | 08:27 | 09:48 | 37:42 | 03:07 | 02:18 |
 | Tidehunter | 88 | 29.43% | 61.0 | 44.32% | -7.81% | -3.41% | -3.41% | 0.00% | 10:30 | 02:29 | 08:30 | 09:44 | 11:48 | 22:31 | 03:18 | 02:26 |
 | Dragon Knight | 44 | 15.71% | 58.5 | 45.45% | -0.31% | 0.00% | -9.09% | -3.45% | 08:26 | 02:18 | 05:49 | 07:26 | 08:27 | 30:02 | 02:38 | 01:57 |
 | Treant Protector | 4 | 0.66% | 56.1 | 100.00% | +46.85% | 0.00% | 0.00% | 0.00% | 08:36 | 05:26 | 05:26 | 06:06 | 11:00 | 11:51 | 05:34 | 04:07 |
 | Wraith King | 8 | 9.76% | 53.7 | 62.50% | +5.74% | -12.50% | +37.50% | 10.60% | 09:12 | 04:12 | 06:33 | 09:54 | 11:16 | 12:20 | 04:43 | 03:29 |
 | Bristleback | 33 | 44.00% | 51.2 | 39.39% | -8.23% | -1.89% | -14.39% | -6.41% | 08:37 | 03:23 | 07:33 | 08:20 | 09:30 | 17:16 | 01:57 | 01:26 |
 | Doom | 3 | 0.43% | 48.8 | 100.00% | +50.66% | 0.00% | 0.00% | 0.00% | 09:03 | 06:24 | 06:24 | 07:21 | 13:25 | 13:25 | 07:01 | 05:11 |
 | Spirit Breaker | 26 | 6.34% | 46.3 | 42.31% | -3.78% | +29.12% | +7.69% | -3.53% | 11:59 | 07:07 | 08:52 | 10:34 | 14:56 | 25:43 | 06:04 | 04:29 |
 | Legion Commander | 13 | 6.37% | 43.9 | 46.15% | +1.65% | -12.82% | -12.82% | 0.00% | 12:12 | 04:44 | 07:53 | 09:42 | 14:16 | 28:28 | 06:23 | 04:43 |
 | Earthshaker | 7 | 4.07% | 41.5 | 42.86% | -12.90% | -42.86% | +7.14% | 17.96% | 07:32 | 03:51 | 04:32 | 06:40 | 07:19 | 13:37 | 02:47 | 02:03 |
 | Storm Spirit | 11 | 1.99% | 39.0 | 36.36% | -15.02% | -36.36% | -3.03% | 0.00% | 10:25 | 06:20 | 06:59 | 08:17 | 08:45 | 32:11 | 01:46 | 01:18 |
 | Marci | 4 | 1.61% | 36.6 | 50.00% | +3.28% | +50.00% | +50.00% | 0.00% | 07:56 | 06:50 | 06:50 | 07:38 | 08:37 | 08:38 | 01:47 | 01:19 |
 | Tiny | 1 | 0.14% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 00:00 | 00:00 |
 | Sand King | 3 | 10.34% | 31.7 | 33.33% | -1.29% | +66.67% | 0.00% | 0.00% | 11:32 | 10:09 | 10:09 | 12:04 | 12:24 | 12:24 | 02:15 | 01:40 |
 | Undying | 5 | 0.75% | 29.3 | 40.00% | -6.77% | -40.00% | -40.00% | 0.00% | 06:56 | 01:59 | 01:59 | 05:31 | 06:02 | 18:25 | 04:03 | 03:00 |
 | Axe | 3 | 3.85% | 26.8 | 33.33% | -17.34% | -33.33% | 0.00% | 0.00% | 16:34 | 08:25 | 08:25 | 16:27 | 24:50 | 24:50 | 16:25 | 12:09 |
 | Magnus | 2 | 0.54% | 24.4 | 50.00% | +2.72% | +50.00% | 0.00% | 0.00% | 08:22 | 06:26 | 06:26 | 10:18 | 10:18 | 10:18 | 03:52 | 02:51 |
 | Skywrath Mage | 2 | 0.49% | 22.0 | 50.00% | +2.10% | -50.00% | 0.00% | 0.00% | 24:41 | 19:48 | 19:48 | 29:33 | 29:33 | 29:33 | 09:45 | 07:13 |
 | Slark | 3 | 0.88% | 19.5 | 33.33% | -19.63% | -33.33% | 0.00% | 0.00% | 10:36 | 08:46 | 08:46 | 09:17 | 13:45 | 13:45 | 04:59 | 03:41 |
 | Snapfire | 3 | 0.46% | 17.1 | 33.33% | -11.24% | -33.33% | 0.00% | 0.00% | 10:38 | 09:14 | 09:14 | 11:10 | 11:29 | 11:29 | 02:15 | 01:40 |
 | Tusk | 4 | 0.61% | 14.6 | 25.00% | -20.45% | +75.00% | -25.00% | 0.00% | 09:39 | 04:04 | 04:04 | 09:11 | 09:55 | 15:24 | 05:51 | 04:20 |
 | Chaos Knight | 1 | 0.54% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 0.50% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 00:00 | 00:00 |
 | Techies | 1 | 0.16% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 0.49% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 00:00 | 00:00 |
 | Abaddon | 1 | 0.81% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 00:00 | 00:00 |