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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 | |
 | Bottle | 1945 | 21.12% | 42.1 | 50.69% | +7.19% | +3.63% | -1.51% | -3.76% | 03:17 | 00:54 | 02:14 | 02:46 | 03:36 | 54:56 | 01:00 |
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 | |
 | Night Stalker | 5 | 13.16% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 03:26 | 02:06 | 02:06 | 03:13 | 03:29 | 05:11 | 01:23 | 01:01 |
 | Magnus | 9 | 81.82% | 98.3 | 66.67% | +16.67% | -16.67% | +33.33% | 50.00% | 02:27 | 01:51 | 02:06 | 02:19 | 02:47 | 03:10 | 00:41 | 00:30 |
 | Storm Spirit | 119 | 99.17% | 96.6 | 55.46% | +55.46% | +4.54% | -2.13% | -6.67% | 02:32 | 01:08 | 02:03 | 02:16 | 02:48 | 07:00 | 00:45 | 00:33 |
 | Puck | 260 | 78.31% | 94.9 | 55.38% | -0.18% | -1.53% | -1.53% | 0.00% | 03:12 | 01:14 | 02:28 | 03:03 | 03:45 | 08:45 | 01:17 | 00:57 |
 | Zeus | 13 | 100.00% | 93.2 | 53.85% | +53.85% | -20.52% | +12.82% | 33.34% | 02:23 | 01:17 | 02:03 | 02:20 | 02:32 | 03:47 | 00:29 | 00:21 |
 | Kunkka | 34 | 73.91% | 91.5 | 55.88% | +5.88% | +10.79% | -18.38% | -15.09% | 03:47 | 02:25 | 02:42 | 03:07 | 04:38 | 07:04 | 01:56 | 01:25 |
 | Underlord | 32 | 41.56% | 89.8 | 59.38% | +10.49% | +15.62% | -9.38% | -13.27% | 03:52 | 02:06 | 02:43 | 03:49 | 04:36 | 07:11 | 01:53 | 01:23 |
 | Void Spirit | 276 | 89.03% | 88.1 | 52.54% | +8.42% | +5.43% | -4.71% | -10.14% | 02:36 | 01:03 | 02:00 | 02:20 | 02:55 | 06:36 | 00:55 | 00:40 |
 | Batrider | 138 | 93.88% | 86.4 | 51.45% | +29.23% | +11.41% | -10.27% | -20.01% | 02:49 | 01:05 | 02:09 | 02:40 | 03:14 | 05:26 | 01:05 | 00:48 |
 | Dark Seer | 48 | 87.27% | 84.7 | 52.08% | +9.22% | +22.92% | -10.41% | -33.33% | 02:54 | 01:25 | 02:14 | 02:41 | 03:06 | 07:42 | 00:52 | 00:38 |
 | Pangolier | 84 | 45.90% | 83.1 | 53.57% | +0.03% | -15.47% | +3.57% | 7.62% | 04:20 | 01:36 | 02:42 | 03:53 | 05:12 | 11:14 | 02:30 | 01:51 |
 | Queen of Pain | 72 | 97.30% | 81.4 | 48.61% | -1.39% | -4.17% | -9.72% | -4.76% | 03:09 | 01:37 | 02:32 | 02:50 | 03:42 | 08:04 | 01:10 | 00:51 |
 | Sand King | 31 | 45.59% | 79.7 | 54.84% | +8.89% | -17.34% | +20.16% | 27.44% | 03:34 | 02:00 | 02:35 | 03:20 | 03:57 | 06:02 | 01:22 | 01:00 |
 | Mars | 177 | 67.05% | 78.0 | 49.72% | +4.89% | +7.10% | +0.28% | -3.90% | 03:33 | 01:00 | 02:23 | 03:07 | 04:08 | 25:15 | 01:45 | 01:17 |
 | Windranger | 27 | 60.00% | 76.3 | 51.85% | +12.96% | +5.29% | +5.29% | 0.00% | 02:53 | 01:57 | 02:12 | 02:43 | 03:07 | 06:56 | 00:55 | 00:40 |
 | Death Prophet | 115 | 52.51% | 74.6 | 49.57% | -1.39% | +2.15% | -1.29% | -2.79% | 03:20 | 01:33 | 02:31 | 03:04 | 03:45 | 08:37 | 01:14 | 00:54 |
 | Tiny | 22 | 43.14% | 72.9 | 54.55% | +9.72% | +12.12% | -34.55% | -45.90% | 02:34 | 01:01 | 01:20 | 01:48 | 02:21 | 16:18 | 01:01 | 00:45 |
 | Ember Spirit | 123 | 93.89% | 71.2 | 44.72% | -17.78% | -9.24% | -2.78% | 4.97% | 03:24 | 01:21 | 02:12 | 02:41 | 03:30 | 14:21 | 01:18 | 00:57 |
 | Razor | 10 | 25.64% | 69.5 | 60.00% | +1.38% | +40.00% | -60.00% | -57.69% | 03:13 | 02:00 | 02:23 | 02:38 | 04:07 | 05:19 | 01:44 | 01:17 |
 | Lina | 37 | 84.09% | 67.8 | 43.24% | +14.67% | +12.32% | +1.20% | -7.76% | 03:19 | 01:36 | 02:26 | 03:05 | 03:52 | 06:33 | 01:26 | 01:03 |
 | Shadow Fiend | 29 | 100.00% | 66.1 | 41.38% | +41.38% | -12.81% | +1.48% | 10.72% | 02:11 | 00:54 | 01:23 | 02:09 | 02:43 | 03:53 | 01:20 | 00:59 |
 | Bristleback | 20 | 38.46% | 64.4 | 50.00% | 0.00% | -30.00% | -30.00% | 0.00% | 03:09 | 02:00 | 02:18 | 02:38 | 03:11 | 06:11 | 00:53 | 00:39 |
 | Pugna | 10 | 52.63% | 62.7 | 50.00% | +38.89% | -16.67% | 0.00% | 13.16% | 02:37 | 01:38 | 02:04 | 02:31 | 03:20 | 03:48 | 01:16 | 00:56 |
 | Morphling | 33 | 28.21% | 61.0 | 48.48% | -0.33% | +14.02% | -10.98% | -25.00% | 03:12 | 02:00 | 02:38 | 03:10 | 03:34 | 05:27 | 00:56 | 00:41 |
 | Timbersaw | 3 | 2.52% | 59.3 | 100.00% | +46.55% | 0.00% | 0.00% | 0.00% | 19:42 | 02:43 | 02:43 | 06:15 | 50:09 | 50:09 | 47:26 | 35:08 |
 | Viper | 18 | 25.00% | 57.6 | 50.00% | -5.56% | -10.00% | 0.00% | 6.12% | 03:02 | 01:59 | 02:10 | 02:51 | 03:48 | 04:35 | 01:38 | 01:12 |
 | Leshrac | 55 | 74.32% | 55.9 | 34.55% | -23.34% | +22.59% | +8.31% | -12.42% | 03:12 | 01:45 | 02:18 | 02:43 | 03:27 | 09:01 | 01:09 | 00:51 |
 | Tidehunter | 28 | 18.30% | 54.2 | 42.86% | -12.34% | +14.28% | 0.00% | -7.86% | 03:36 | 01:58 | 02:36 | 03:19 | 04:25 | 08:21 | 01:49 | 01:20 |
 | Snapfire | 7 | 41.18% | 52.5 | 42.86% | -7.14% | +57.14% | +7.14% | -40.00% | 03:45 | 02:08 | 02:13 | 02:56 | 03:28 | 07:50 | 01:15 | 00:55 |
 | Broodmother | 1 | 11.11% | 50.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:40 | 03:40 | 03:40 | 03:40 | 03:40 | 03:40 | 00:00 | 00:00 |
 | Gyrocopter | 5 | 10.42% | 49.2 | 60.00% | +25.12% | +40.00% | -60.00% | -88.24% | 02:58 | 02:20 | 02:20 | 02:46 | 03:28 | 03:37 | 01:08 | 00:50 |
 | Troll Warlord | 9 | 5.66% | 47.5 | 55.56% | -1.11% | -55.56% | +44.44% | 0.00% | 02:10 | 01:52 | 02:04 | 02:08 | 02:17 | 02:20 | 00:13 | 00:09 |
 | Mirana | 7 | 4.86% | 45.8 | 57.14% | +9.69% | -7.14% | -7.14% | 0.00% | 03:08 | 02:06 | 02:23 | 03:00 | 03:13 | 05:22 | 00:50 | 00:37 |
 | Templar Assassin | 10 | 20.83% | 44.1 | 40.00% | -7.37% | -6.67% | +10.00% | 12.99% | 03:13 | 02:13 | 02:47 | 02:48 | 04:04 | 04:15 | 01:17 | 00:57 |
 | Shadow Demon | 1 | 2.27% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:58 | 03:58 | 03:58 | 03:58 | 03:58 | 03:58 | 00:00 | 00:00 |
 | Slark | 1 | 2.27% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:17 | 05:17 | 05:17 | 05:17 | 05:17 | 05:17 | 00:00 | 00:00 |
 | Earth Spirit | 11 | 4.51% | 39.0 | 36.36% | -7.42% | -3.03% | +30.31% | 33.34% | 02:57 | 01:34 | 02:19 | 02:22 | 03:00 | 05:44 | 00:41 | 00:30 |
 | Abaddon | 1 | 1.11% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.85% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:36 | 03:36 | 03:36 | 03:36 | 03:36 | 03:36 | 00:00 | 00:00 |
 | Grimstroke | 15 | 8.52% | 33.9 | 26.67% | -9.98% | -1.67% | +23.33% | 25.00% | 03:04 | 01:41 | 02:34 | 02:58 | 03:11 | 05:03 | 00:37 | 00:27 |
 | Alchemist | 5 | 5.62% | 32.2 | 40.00% | -5.24% | -40.00% | -40.00% | 0.00% | 04:20 | 01:49 | 01:49 | 05:09 | 05:23 | 06:31 | 03:34 | 02:38 |
 | Keeper of the Light | 1 | 0.57% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Doom | 2 | 8.70% | 28.8 | 50.00% | +11.90% | +50.00% | 0.00% | 0.00% | 02:21 | 01:57 | 01:57 | 02:44 | 02:44 | 02:44 | 00:47 | 00:34 |
 | Tusk | 1 | 0.54% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:54 | 02:54 | 02:54 | 02:54 | 02:54 | 02:54 | 00:00 | 00:00 |
 | Phoenix | 1 | 0.51% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:56 | 54:56 | 54:56 | 54:56 | 54:56 | 54:56 | 00:00 | 00:00 |
 | Weaver | 7 | 7.87% | 23.7 | 28.57% | -11.67% | +21.43% | +21.43% | 0.00% | 03:33 | 02:36 | 02:46 | 03:17 | 03:47 | 05:18 | 01:01 | 00:45 |
 | Brewmaster | 9 | 16.98% | 22.0 | 22.22% | -23.23% | +77.78% | -22.22% | -80.00% | 03:58 | 02:05 | 02:46 | 03:19 | 04:01 | 07:28 | 01:15 | 00:55 |
 | Legion Commander | 2 | 3.57% | 20.3 | 50.00% | +9.26% | -50.00% | 0.00% | 0.00% | 03:51 | 02:21 | 02:21 | 05:20 | 05:20 | 05:20 | 02:59 | 02:12 |
 | Io | 2 | 2.44% | 18.6 | 50.00% | -7.50% | -50.00% | 0.00% | 0.00% | 10:59 | 07:52 | 07:52 | 14:05 | 14:05 | 14:05 | 06:13 | 04:36 |
 | Earthshaker | 2 | 1.29% | 16.9 | 50.00% | -7.52% | +50.00% | 0.00% | 0.00% | 22:20 | 02:09 | 02:09 | 42:30 | 42:30 | 42:30 | 40:21 | 29:53 |
 | Oracle | 2 | 1.23% | 15.3 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 17:49 | 02:36 | 02:36 | 33:01 | 33:01 | 33:01 | 30:25 | 22:31 |
 | Ursa | 3 | 2.50% | 13.6 | 33.33% | -8.55% | -33.33% | 0.00% | 0.00% | 06:01 | 02:56 | 02:56 | 04:35 | 10:31 | 10:31 | 07:35 | 05:37 |
 | Rubick | 4 | 2.05% | 11.9 | 25.00% | -21.60% | -25.00% | +75.00% | 0.00% | 02:54 | 02:02 | 02:02 | 02:18 | 02:44 | 04:32 | 00:42 | 00:31 |
 | Dragon Knight | 1 | 1.85% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:22 | 02:22 | 02:22 | 02:22 | 02:22 | 02:22 | 00:00 | 00:00 |
 | Wraith King | 1 | 0.43% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 00:00 | 00:00 |
 | Venomancer | 1 | 1.96% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:56 | 02:56 | 02:56 | 02:56 | 02:56 | 02:56 | 00:00 | 00:00 |
 | Beastmaster | 1 | 0.56% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:33 | 02:33 | 02:33 | 02:33 | 02:33 | 02:33 | 00:00 | 00:00 |
 | Medusa | 1 | 1.18% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 00:00 | 00:00 |
 | Tinker | 2 | 100.00% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:54 | 01:35 | 01:35 | 02:12 | 02:12 | 02:12 | 00:37 | 00:27 |