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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 | 1349 | 14.84% | 37.3 | 49.81% | +3.25% | -2.63% | -1.15% | 0.35% | 07:15 | 01:43 | 04:46 | 06:34 | 08:58 | 30:40 | 03:06 |
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 | |
 | Pudge | 2 | 33.33% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 08:29 | 04:25 | 04:25 | 12:33 | 12:33 | 12:33 | 08:08 | 06:01 |
 | Bristleback | 14 | 77.78% | 98.1 | 71.43% | +46.43% | -21.43% | +28.57% | 25.64% | 07:06 | 02:06 | 06:41 | 07:26 | 08:38 | 10:23 | 01:57 | 01:26 |
 | Techies | 3 | 100.00% | 96.2 | 66.67% | +66.67% | -66.67% | 0.00% | 0.00% | 09:59 | 07:40 | 07:40 | 09:45 | 12:31 | 12:31 | 04:51 | 03:35 |
 | Magnus | 10 | 23.26% | 94.3 | 80.00% | +22.42% | -46.67% | +20.00% | 23.39% | 10:26 | 02:22 | 07:03 | 09:39 | 09:54 | 23:53 | 02:51 | 02:06 |
 | Tinker | 22 | 100.00% | 92.5 | 59.09% | +59.09% | +24.24% | +40.91% | 7.30% | 05:42 | 03:42 | 03:59 | 04:19 | 06:16 | 11:43 | 02:17 | 01:41 |
 | Wraith King | 87 | 44.62% | 90.6 | 59.77% | +12.55% | +8.41% | +3.87% | -0.72% | 09:13 | 02:27 | 05:50 | 09:42 | 12:08 | 17:43 | 06:18 | 04:40 |
 | Mars | 290 | 88.69% | 88.7 | 53.10% | +12.56% | -5.15% | -10.04% | -1.32% | 06:54 | 01:57 | 04:40 | 06:19 | 08:23 | 20:35 | 03:43 | 02:45 |
 | Broodmother | 41 | 95.35% | 86.8 | 51.22% | +51.22% | -1.22% | +8.78% | 3.26% | 06:09 | 02:09 | 04:27 | 06:27 | 07:31 | 09:52 | 03:04 | 02:16 |
 | Storm Spirit | 119 | 86.86% | 84.9 | 51.26% | +1.26% | -1.26% | +8.74% | 5.45% | 05:31 | 02:50 | 04:31 | 05:16 | 06:21 | 11:49 | 01:50 | 01:21 |
 | Tidehunter | 146 | 82.95% | 83.0 | 51.37% | -8.63% | -5.42% | -4.15% | 0.42% | 06:47 | 01:50 | 05:14 | 06:37 | 08:14 | 13:24 | 03:00 | 02:13 |
 | Io | 85 | 49.71% | 81.1 | 52.94% | +1.78% | -5.32% | -0.56% | 1.41% | 08:27 | 02:47 | 06:37 | 08:14 | 09:59 | 20:02 | 03:22 | 02:29 |
 | Legion Commander | 64 | 74.42% | 79.2 | 50.00% | +22.73% | +12.50% | 0.00% | -2.20% | 08:21 | 02:02 | 04:32 | 07:32 | 10:13 | 19:03 | 05:41 | 04:12 |
 | Timbersaw | 90 | 100.00% | 77.4 | 44.44% | +44.44% | -5.31% | -12.62% | -2.94% | 04:55 | 01:44 | 03:35 | 04:30 | 06:04 | 12:36 | 02:29 | 01:50 |
 | Dragon Knight | 26 | 68.42% | 75.5 | 46.15% | +21.15% | +25.28% | -12.82% | -18.89% | 04:56 | 01:52 | 03:37 | 04:33 | 05:38 | 10:59 | 02:01 | 01:29 |
 | Sand King | 36 | 75.00% | 73.6 | 44.44% | +27.77% | -11.11% | +11.12% | 11.91% | 06:45 | 02:02 | 04:45 | 05:40 | 06:37 | 18:35 | 01:52 | 01:22 |
 | Spirit Breaker | 63 | 26.92% | 71.7 | 46.03% | +4.51% | -8.53% | -8.53% | 0.00% | 08:42 | 02:34 | 05:09 | 07:58 | 09:15 | 26:08 | 04:06 | 03:02 |
 | Brewmaster | 13 | 43.33% | 69.8 | 46.15% | -0.91% | +20.52% | -46.15% | -12.95% | 07:39 | 03:08 | 04:14 | 07:59 | 09:23 | 14:13 | 05:09 | 03:48 |
 | Doom | 37 | 50.00% | 67.9 | 40.54% | 0.00% | +3.90% | -18.32% | -4.55% | 07:15 | 01:54 | 04:29 | 06:51 | 09:22 | 13:10 | 04:53 | 03:37 |
 | Centaur Warrunner | 2 | 4.65% | 66.0 | 100.00% | +51.22% | 0.00% | 0.00% | 0.00% | 19:35 | 19:23 | 19:23 | 19:47 | 19:47 | 19:47 | 00:24 | 00:17 |
 | Lina | 28 | 22.40% | 64.2 | 42.86% | -4.56% | 0.00% | -14.29% | -10.59% | 05:11 | 03:00 | 04:25 | 04:48 | 05:46 | 09:44 | 01:21 | 01:00 |
 | Night Stalker | 4 | 5.80% | 62.3 | 75.00% | +33.46% | +25.00% | +25.00% | 0.00% | 14:19 | 09:41 | 09:41 | 11:59 | 12:12 | 23:22 | 02:31 | 01:51 |
 | Kunkka | 18 | 7.50% | 60.4 | 50.00% | -4.50% | -10.00% | 0.00% | 1.88% | 15:03 | 07:50 | 12:13 | 13:03 | 17:32 | 30:40 | 05:19 | 03:56 |
 | Dark Seer | 13 | 21.31% | 58.5 | 46.15% | -8.02% | -12.82% | -12.82% | 0.00% | 05:07 | 01:43 | 03:09 | 04:24 | 06:50 | 09:45 | 03:41 | 02:43 |
 | Bloodseeker | 2 | 3.08% | 56.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 07:48 | 04:33 | 04:33 | 11:02 | 11:02 | 11:02 | 06:29 | 04:48 |
 | Axe | 3 | 13.04% | 54.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 12:37 | 07:31 | 07:31 | 12:28 | 17:51 | 17:51 | 10:20 | 07:39 |
 | Underlord | 36 | 94.74% | 52.8 | 27.78% | -22.22% | +5.55% | -16.67% | -6.60% | 07:02 | 02:05 | 05:36 | 07:12 | 08:58 | 10:42 | 03:22 | 02:29 |
 | Clockwerk | 5 | 6.02% | 50.9 | 60.00% | +1.03% | +40.00% | -60.00% | 0.00% | 13:34 | 10:47 | 10:47 | 13:14 | 13:23 | 18:07 | 02:36 | 01:55 |
 | Tiny | 4 | 21.05% | 49.1 | 50.00% | -3.33% | -50.00% | +50.00% | 0.00% | 08:37 | 07:03 | 07:03 | 07:06 | 07:45 | 12:33 | 00:42 | 00:31 |
 | Beastmaster | 5 | 4.03% | 47.2 | 60.00% | +0.34% | -60.00% | +40.00% | 0.00% | 09:10 | 05:52 | 05:52 | 09:34 | 09:34 | 12:05 | 03:42 | 02:44 |
 | Treant Protector | 9 | 8.11% | 45.3 | 44.44% | -4.58% | +5.56% | +5.56% | 0.00% | 04:59 | 01:51 | 02:12 | 04:37 | 06:07 | 10:07 | 03:55 | 02:54 |
 | Leshrac | 3 | 4.41% | 43.4 | 66.67% | +9.75% | -66.67% | 0.00% | 0.00% | 05:52 | 04:35 | 04:35 | 05:29 | 07:31 | 07:31 | 02:56 | 02:10 |
 | Snapfire | 16 | 5.28% | 41.5 | 37.50% | -8.84% | -12.50% | -12.50% | 0.00% | 08:01 | 03:47 | 04:08 | 06:34 | 09:16 | 18:45 | 05:08 | 03:48 |
 | Dark Willow | 7 | 6.31% | 39.6 | 42.86% | +2.48% | +7.14% | +7.14% | 0.00% | 10:37 | 08:58 | 09:46 | 09:58 | 11:18 | 12:45 | 01:32 | 01:08 |
 | Viper | 1 | 2.50% | 37.7 | 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 |
 | Undying | 1 | 2.22% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:31 | 03:31 | 03:31 | 03:31 | 03:31 | 03:31 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 1.09% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Death Prophet | 9 | 5.88% | 32.1 | 33.33% | -17.36% | +16.67% | +16.67% | 0.00% | 07:09 | 03:33 | 04:42 | 08:16 | 09:21 | 09:44 | 04:39 | 03:26 |
 | Chaos Knight | 8 | 27.59% | 30.2 | 25.00% | -13.10% | +25.00% | -25.00% | -31.25% | 10:37 | 03:36 | 10:00 | 11:07 | 11:36 | 13:58 | 01:36 | 01:11 |
 | Slardar | 2 | 8.70% | 28.3 | 50.00% | +2.38% | +50.00% | 0.00% | 0.00% | 09:03 | 07:54 | 07:54 | 10:11 | 10:11 | 10:11 | 02:17 | 01:41 |
 | Earthshaker | 4 | 11.76% | 26.4 | 25.00% | -45.00% | -25.00% | -25.00% | 0.00% | 06:32 | 02:20 | 02:20 | 02:24 | 05:01 | 16:24 | 02:41 | 01:59 |
 | Slark | 3 | 23.08% | 24.5 | 0.00% | -30.00% | 0.00% | 0.00% | 0.00% | 08:36 | 08:10 | 08:10 | 08:25 | 09:14 | 09:14 | 01:04 | 00:47 |
 | Morphling | 1 | 1.04% | 22.6 | 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 |
 | Crystal Maiden | 1 | 16.67% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 00:00 |
 | Dawnbreaker | 4 | 13.79% | 18.9 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 08:24 | 03:25 | 03:25 | 06:30 | 07:22 | 16:18 | 03:57 | 02:55 |
 | Spectre | 1 | 14.29% | 17.0 | 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 |
 | Nyx Assassin | 3 | 2.80% | 15.1 | 0.00% | -47.12% | 0.00% | 0.00% | 0.00% | 15:46 | 15:42 | 15:42 | 15:47 | 15:48 | 15:48 | 00:06 | 00:04 |
 | Batrider | 1 | 1.85% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 0.56% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 1.82% | 9.4 | 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 |
 | Tusk | 1 | 1.23% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:45 | 14:45 | 14:45 | 14:45 | 14:45 | 14:45 | 00:00 | 00:00 |
 | Alchemist | 1 | 100.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:09 | 05:09 | 05:09 | 05:09 | 05:09 | 05:09 | 00:00 | 00:00 |
 | Zeus | 1 | 25.00% | 3.8 | 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 |
 | Disruptor | 1 | 0.58% | 1.9 | 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 |