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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 | 5836 | 17.23% | 27.3 | 50.14% | +4.24% | +1.95% | -1.00% | -2.95% | 01:53 | -00:42 | 01:16 | 01:30 | 01:43 | 1:24:40 | 00:20 |
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 | |
 | Tinker | 28 | 100.00% | 100.0 | 60.71% | +60.71% | +10.72% | -3.57% | -14.29% | 01:37 | 01:08 | 01:20 | 01:28 | 01:42 | 03:17 | 00:22 | 00:16 |
 | Primal Beast | 48 | 32.00% | 98.8 | 62.50% | +17.40% | +4.17% | -4.17% | -8.34% | 01:42 | 00:41 | 01:26 | 01:32 | 01:45 | 07:49 | 00:19 | 00:14 |
 | Winter Wyvern | 25 | 8.36% | 97.5 | 72.00% | +26.74% | -5.33% | -5.33% | 0.00% | 03:42 | 00:37 | 01:09 | 01:25 | 01:38 | 56:42 | 00:29 | 00:21 |
 | Storm Spirit | 467 | 99.79% | 96.3 | 53.75% | -46.25% | +1.81% | -5.89% | -7.70% | 01:22 | 00:16 | 01:07 | 01:14 | 01:28 | 06:23 | 00:21 | 00:15 |
 | Puck | 670 | 97.95% | 95.0 | 52.54% | -11.75% | +0.44% | +6.14% | 5.70% | 01:31 | 00:17 | 01:13 | 01:23 | 01:37 | 36:24 | 00:24 | 00:17 |
 | Pangolier | 306 | 48.49% | 93.8 | 53.59% | +4.97% | +3.55% | -0.96% | -4.51% | 01:48 | 00:22 | 01:20 | 01:34 | 01:47 | 07:20 | 00:27 | 00:20 |
 | Leshrac | 288 | 86.23% | 92.5 | 52.08% | +2.08% | +4.86% | +4.86% | 0.00% | 01:27 | -00:02 | 01:09 | 01:20 | 01:36 | 07:30 | 00:27 | 00:20 |
 | Queen of Pain | 447 | 87.48% | 91.3 | 49.89% | +1.45% | -0.78% | -6.14% | -5.36% | 01:34 | 00:19 | 01:16 | 01:30 | 01:43 | 08:56 | 00:27 | 00:20 |
 | Templar Assassin | 157 | 30.72% | 90.0 | 52.87% | +1.18% | -14.41% | +6.10% | 20.51% | 01:39 | 00:03 | 01:25 | 01:36 | 01:51 | 03:14 | 00:26 | 00:19 |
 | Shadow Fiend | 122 | 58.37% | 88.8 | 50.82% | +0.25% | -5.66% | +9.18% | 14.84% | 01:59 | -00:42 | 01:16 | 01:32 | 01:42 | 38:13 | 00:26 | 00:19 |
 | Kunkka | 253 | 51.01% | 87.5 | 50.20% | +0.41% | -7.34% | +5.36% | 12.70% | 02:12 | 00:43 | 01:35 | 01:50 | 02:12 | 26:12 | 00:37 | 00:27 |
 | Ember Spirit | 638 | 95.65% | 86.3 | 48.12% | +6.74% | +8.13% | -4.09% | -12.22% | 01:48 | 00:05 | 01:21 | 01:33 | 01:44 | 12:56 | 00:23 | 00:17 |
 | Lina | 341 | 93.42% | 85.0 | 47.80% | -10.53% | +5.14% | -10.15% | -15.29% | 01:27 | 00:13 | 01:12 | 01:21 | 01:37 | 12:23 | 00:25 | 00:18 |
 | Void Spirit | 440 | 98.43% | 83.8 | 46.59% | +3.73% | +9.77% | -5.68% | -15.45% | 01:36 | 00:07 | 01:22 | 01:33 | 01:42 | 06:05 | 00:20 | 00:14 |
 | Tiny | 261 | 26.85% | 82.5 | 49.81% | -1.95% | +2.50% | -9.81% | -12.31% | 01:37 | 00:14 | 01:22 | 01:35 | 01:44 | 05:54 | 00:22 | 00:16 |
 | Mars | 134 | 14.50% | 81.3 | 52.24% | +2.87% | +0.70% | +20.49% | 19.79% | 02:17 | 00:35 | 01:23 | 01:36 | 01:49 | 50:25 | 00:26 | 00:19 |
 | Windranger | 53 | 36.81% | 80.0 | 50.94% | +0.39% | -4.79% | +18.29% | 23.08% | 01:48 | 00:32 | 01:14 | 01:32 | 01:44 | 16:06 | 00:30 | 00:22 |
 | Death Prophet | 190 | 27.58% | 78.8 | 48.42% | -2.88% | +3.66% | -3.74% | -7.40% | 01:41 | 00:14 | 01:16 | 01:28 | 01:43 | 20:48 | 00:27 | 00:20 |
 | Batrider | 222 | 72.08% | 77.5 | 45.50% | -7.99% | -0.86% | +3.59% | 4.45% | 01:39 | 00:39 | 01:18 | 01:33 | 01:47 | 05:56 | 00:29 | 00:21 |
 | Zeus | 149 | 58.43% | 76.3 | 45.64% | -6.25% | -13.21% | +0.31% | 13.52% | 01:25 | 00:29 | 01:08 | 01:17 | 01:29 | 06:05 | 00:21 | 00:15 |
 | Dawnbreaker | 24 | 5.33% | 75.0 | 62.50% | +18.84% | -12.50% | +4.17% | 16.67% | 01:49 | 01:01 | 01:18 | 01:31 | 01:37 | 06:58 | 00:19 | 00:14 |
 | Razor | 79 | 15.37% | 73.8 | 50.63% | +2.35% | -0.63% | -0.63% | 0.00% | 01:46 | 00:16 | 01:16 | 01:31 | 01:41 | 10:36 | 00:25 | 00:18 |
 | Tusk | 44 | 11.08% | 72.5 | 54.55% | +4.41% | -9.10% | -18.19% | -9.09% | 02:27 | 00:25 | 01:19 | 01:32 | 01:39 | 37:46 | 00:20 | 00:14 |
 | Mirana | 7 | 1.68% | 71.3 | 85.71% | +28.74% | +14.29% | +14.29% | 0.00% | 08:13 | 00:54 | 01:15 | 01:39 | 01:53 | 46:28 | 00:38 | 00:28 |
 | Pugna | 20 | 8.81% | 70.0 | 60.00% | +14.59% | +20.00% | +40.00% | 20.00% | 01:20 | 00:18 | 01:09 | 01:15 | 01:23 | 03:05 | 00:14 | 00:10 |
 | Sand King | 70 | 17.63% | 68.8 | 48.57% | +0.25% | -20.79% | +4.37% | 25.16% | 01:41 | 00:52 | 01:20 | 01:34 | 01:47 | 05:02 | 00:27 | 00:20 |
 | Morphling | 27 | 7.94% | 67.5 | 55.56% | +7.96% | -12.70% | -12.70% | 0.00% | 01:46 | 01:08 | 01:28 | 01:47 | 01:54 | 03:11 | 00:26 | 00:19 |
 | Pudge | 25 | 16.34% | 66.3 | 48.00% | -10.59% | +2.00% | +2.00% | 0.00% | 01:27 | 00:50 | 01:13 | 01:25 | 01:35 | 02:19 | 00:22 | 00:16 |
 | Snapfire | 53 | 6.58% | 65.0 | 45.28% | -0.07% | -14.51% | +23.95% | 38.46% | 04:05 | 01:00 | 01:11 | 01:27 | 01:44 | 40:11 | 00:33 | 00:24 |
 | Brewmaster | 5 | 2.45% | 63.8 | 80.00% | +30.25% | +20.00% | +20.00% | 0.00% | 01:40 | 01:09 | 01:09 | 01:23 | 02:04 | 02:23 | 00:55 | 00:40 |
 | Viper | 43 | 14.68% | 62.5 | 39.53% | -9.67% | +5.92% | +5.92% | 0.00% | 01:56 | 00:54 | 01:14 | 01:27 | 01:43 | 14:56 | 00:29 | 00:21 |
 | Clockwerk | 5 | 1.08% | 61.3 | 80.00% | +30.88% | -80.00% | +20.00% | 0.00% | 11:12 | 01:12 | 01:12 | 01:42 | 03:31 | 48:06 | 02:19 | 01:42 |
 | Bane | 3 | 0.39% | 60.0 | 100.00% | +45.08% | 0.00% | 0.00% | 0.00% | 26:45 | 16:06 | 16:06 | 24:16 | 39:53 | 39:53 | 23:47 | 17:37 |
 | Earth Spirit | 12 | 5.83% | 58.8 | 50.00% | -4.64% | +16.67% | +16.67% | 0.00% | 01:53 | 01:17 | 01:27 | 01:40 | 01:48 | 04:35 | 00:21 | 00:15 |
 | Arc Warden | 4 | 23.53% | 57.5 | 50.00% | +11.54% | -50.00% | +50.00% | 0.00% | 01:32 | 01:14 | 01:14 | 01:22 | 01:36 | 01:56 | 00:22 | 00:16 |
 | Dark Seer | 23 | 20.00% | 56.3 | 34.78% | -14.13% | +15.22% | -1.45% | -16.67% | 02:25 | 01:16 | 01:47 | 02:15 | 02:46 | 04:37 | 00:59 | 00:43 |
 | Venomancer | 5 | 5.00% | 55.0 | 60.00% | +8.42% | +40.00% | -60.00% | 0.00% | 01:37 | 01:28 | 01:28 | 01:35 | 01:40 | 01:49 | 00:12 | 00:08 |
 | Doom | 13 | 4.09% | 53.8 | 46.15% | -3.03% | +20.52% | +53.85% | 0.00% | 04:33 | 01:04 | 01:06 | 01:29 | 01:41 | 39:54 | 00:35 | 00:25 |
 | Underlord | 8 | 4.88% | 52.5 | 50.00% | +2.56% | +50.00% | -50.00% | 0.00% | 01:23 | 00:12 | 01:22 | 01:27 | 01:38 | 01:46 | 00:16 | 00:11 |
 | Weaver | 4 | 0.73% | 51.3 | 75.00% | +24.91% | +25.00% | +25.00% | 0.00% | 33:35 | 02:53 | 02:53 | 40:09 | 40:34 | 50:44 | 37:41 | 27:54 |
 | Terrorblade | 2 | 0.49% | 50.0 | 100.00% | +52.57% | 0.00% | 0.00% | 0.00% | 54:48 | 50:44 | 50:44 | 58:52 | 58:52 | 58:52 | 08:08 | 06:01 |
 | Broodmother | 6 | 5.36% | 48.8 | 50.00% | -0.94% | -50.00% | +50.00% | 0.00% | 01:59 | 01:36 | 01:38 | 01:44 | 02:14 | 02:35 | 00:36 | 00:26 |
 | Magnus | 11 | 12.22% | 47.5 | 36.36% | -19.34% | -3.03% | +30.31% | 33.34% | 02:02 | 01:08 | 01:18 | 01:30 | 01:33 | 06:31 | 00:15 | 00:11 |
 | Alchemist | 3 | 2.10% | 46.3 | 66.67% | +25.96% | +33.33% | 0.00% | 0.00% | 01:33 | 01:30 | 01:30 | 01:34 | 01:35 | 01:35 | 00:05 | 00:03 |
 | Tidehunter | 3 | 0.92% | 45.0 | 66.67% | +20.85% | +33.33% | 0.00% | 0.00% | 01:56 | 01:30 | 01:30 | 01:44 | 02:33 | 02:33 | 01:03 | 00:46 |
 | Marci | 6 | 1.09% | 43.8 | 50.00% | -1.47% | 0.00% | +50.00% | 0.00% | 10:30 | 01:32 | 01:38 | 01:55 | 27:12 | 28:17 | 25:34 | 18:56 |
 | Dragon Knight | 17 | 3.68% | 42.5 | 29.41% | -19.13% | +45.59% | -4.41% | -50.00% | 01:47 | 01:02 | 01:23 | 01:37 | 01:49 | 04:08 | 00:26 | 00:19 |
 | Necrophos | 1 | 0.71% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Spirit Breaker | 9 | 3.36% | 40.0 | 33.33% | -11.07% | +16.67% | -33.33% | -50.00% | 01:39 | 01:24 | 01:27 | 01:39 | 01:41 | 01:54 | 00:14 | 00:10 |
 | Phoenix | 1 | 0.44% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 00:00 | 00:00 |
 | Visage | 1 | 0.38% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 0.32% | 36.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Hoodwink | 9 | 1.98% | 35.0 | 33.33% | -12.96% | -33.33% | +66.67% | 0.00% | 02:09 | 00:02 | 01:12 | 01:59 | 02:28 | 04:14 | 01:16 | 00:56 |
 | Rubick | 5 | 1.31% | 33.8 | 40.00% | -6.68% | +60.00% | +60.00% | 0.00% | 11:05 | 01:07 | 01:07 | 01:21 | 01:34 | 50:13 | 00:27 | 00:20 |
 | Slark | 2 | 2.50% | 32.5 | 50.00% | +1.28% | -50.00% | 0.00% | 0.00% | 04:53 | 02:40 | 02:40 | 07:06 | 07:06 | 07:06 | 04:26 | 03:17 |
 | Sniper | 2 | 2.11% | 31.3 | 50.00% | -0.54% | -50.00% | 0.00% | 0.00% | 23:17 | 02:26 | 02:26 | 44:08 | 44:08 | 44:08 | 41:42 | 30:53 |
 | Silencer | 2 | 1.53% | 30.0 | 50.00% | +8.91% | -50.00% | 0.00% | 0.00% | 08:25 | 02:13 | 02:13 | 14:37 | 14:37 | 14:37 | 12:24 | 09:11 |
 | Legion Commander | 2 | 1.40% | 28.8 | 50.00% | +6.03% | -50.00% | 0.00% | 0.00% | 02:24 | 02:08 | 02:08 | 02:39 | 02:39 | 02:39 | 00:31 | 00:22 |
 | Nature's Prophet | 2 | 0.96% | 27.5 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 32:20 | 22:27 | 22:27 | 42:13 | 42:13 | 42:13 | 19:46 | 14:38 |
 | Shadow Shaman | 2 | 0.76% | 26.3 | 50.00% | +1.15% | -50.00% | 0.00% | 0.00% | 16:03 | 01:26 | 01:26 | 30:40 | 30:40 | 30:40 | 29:14 | 21:39 |
 | Io | 2 | 0.45% | 25.0 | 50.00% | -1.03% | -50.00% | 0.00% | 0.00% | 13:04 | 00:04 | 00:04 | 26:04 | 26:04 | 26:04 | 26:00 | 19:15 |
 | Monkey King | 2 | 0.37% | 23.8 | 50.00% | +0.93% | -50.00% | 0.00% | 0.00% | 01:34 | 01:33 | 01:33 | 01:34 | 01:34 | 01:34 | 00:01 | 00:00 |
 | Timbersaw | 3 | 0.85% | 22.5 | 33.33% | -16.39% | -33.33% | 0.00% | 0.00% | 01:44 | 01:32 | 01:32 | 01:37 | 02:02 | 02:02 | 00:30 | 00:22 |
 | Night Stalker | 5 | 2.89% | 21.3 | 20.00% | -24.64% | -20.00% | +80.00% | 0.00% | 01:50 | 00:45 | 00:45 | 01:46 | 01:50 | 03:16 | 01:05 | 00:48 |
 | Beastmaster | 4 | 0.89% | 20.0 | 25.00% | -32.98% | -25.00% | -25.00% | 0.00% | 07:52 | 01:23 | 01:23 | 01:34 | 03:51 | 24:40 | 02:28 | 01:49 |
 | Slardar | 1 | 0.98% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 0.96% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:20 | 01:20 | 01:20 | 01:20 | 01:20 | 01:20 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 7.14% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 00:00 | 00:00 |
 | Grimstroke | 2 | 0.36% | 15.0 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 16:53 | 02:15 | 02:15 | 31:31 | 31:31 | 31:31 | 29:16 | 21:40 |
 | Oracle | 1 | 1.45% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:09 | 01:09 | 01:09 | 01:09 | 01:09 | 01:09 | 00:00 | 00:00 |
 | Jakiro | 1 | 0.47% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 00:00 | 00:00 |
 | Earthshaker | 1 | 0.55% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:56 | 01:56 | 01:56 | 01:56 | 01:56 | 01:56 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 0.47% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 0.38% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Undying | 1 | 0.29% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 00:00 | 00:00 |
 | Skywrath Mage | 2 | 0.75% | 6.3 | 0.00% | -49.05% | 0.00% | 0.00% | 0.00% | 01:31 | 01:15 | 01:15 | 01:47 | 01:47 | 01:47 | 00:32 | 00:23 |
 | Bristleback | 4 | 2.60% | 5.0 | 0.00% | -54.00% | 0.00% | 0.00% | 0.00% | 01:37 | 01:11 | 01:11 | 01:33 | 01:33 | 02:10 | 00:22 | 00:16 |
 | Keeper of the Light | 1 | 0.27% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 00:00 | 00:00 |
 | Medusa | 1 | 0.26% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 00:00 | 00:00 |
 | Ursa | 1 | 0.47% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:08 | 02:08 | 02:08 | 02:08 | 02:08 | 02:08 | 00:00 | 00:00 |