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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 | |
 | Tranquil Boots | 5860 | 27.27% | 30.6 | 49.85% | +9.48% | +0.87% | -0.09% | -0.15% | 11:07 | 00:54 | 06:52 | 09:48 | 13:14 | 57:41 | 04:42 |
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 | |
 | Sniper | 2 | 22.22% | 100.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 08:46 | 07:47 | 07:47 | 09:44 | 09:44 | 09:44 | 01:57 | 01:26 |
 | Earthshaker | 142 | 85.54% | 98.8 | 57.75% | -0.58% | -2.19% | -0.61% | 0.63% | 08:05 | 01:18 | 04:44 | 05:58 | 07:14 | 42:29 | 02:30 | 01:51 |
 | Elder Titan | 224 | 83.27% | 97.6 | 57.59% | -0.19% | +3.12% | -5.80% | -1.81% | 09:16 | 02:05 | 06:28 | 08:56 | 11:24 | 22:29 | 04:56 | 03:39 |
 | Omniknight | 3 | 13.04% | 96.5 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 10:07 | 06:40 | 06:40 | 11:33 | 12:07 | 12:07 | 05:27 | 04:02 |
 | Phoenix | 433 | 93.93% | 95.3 | 54.73% | +11.87% | -0.10% | +3.60% | 1.01% | 09:17 | 01:31 | 07:08 | 08:51 | 10:48 | 28:42 | 03:40 | 02:42 |
 | Clockwerk | 252 | 97.30% | 94.1 | 53.97% | +11.11% | +4.76% | +9.52% | 1.14% | 07:56 | 02:05 | 05:18 | 07:20 | 09:29 | 35:18 | 04:11 | 03:05 |
 | Disruptor | 101 | 89.38% | 92.9 | 54.46% | -3.87% | -2.46% | -2.46% | 0.00% | 12:52 | 06:07 | 10:32 | 12:06 | 14:34 | 39:42 | 04:02 | 02:59 |
 | Nyx Assassin | 397 | 88.42% | 91.8 | 54.16% | -3.53% | +3.42% | +0.39% | -0.74% | 07:51 | 00:54 | 05:07 | 06:46 | 09:14 | 40:03 | 04:07 | 03:02 |
 | Ancient Apparition | 157 | 53.95% | 90.6 | 56.05% | +0.83% | +2.92% | -12.46% | -3.22% | 14:35 | 04:56 | 10:37 | 12:27 | 15:24 | 57:41 | 04:47 | 03:32 |
 | Keeper of the Light | 206 | 99.04% | 89.4 | 53.40% | +3.40% | +4.29% | +1.50% | -0.94% | 07:35 | 02:44 | 05:56 | 07:21 | 08:55 | 17:12 | 02:59 | 02:12 |
 | Shadow Demon | 81 | 61.36% | 88.2 | 55.56% | +18.31% | -25.56% | +19.44% | 3.83% | 17:18 | 03:45 | 10:34 | 16:03 | 22:19 | 38:52 | 11:45 | 08:42 |
 | Oracle | 188 | 60.65% | 87.1 | 53.19% | -0.09% | -4.25% | +10.64% | 2.42% | 15:18 | 06:03 | 10:58 | 12:58 | 17:07 | 37:47 | 06:09 | 04:33 |
 | Snapfire | 135 | 38.46% | 85.9 | 54.81% | +4.81% | +4.01% | +1.07% | -0.58% | 13:52 | 03:03 | 09:51 | 12:08 | 14:55 | 44:10 | 05:04 | 03:45 |
 | Tusk | 245 | 66.76% | 84.7 | 51.84% | +4.30% | +7.18% | +3.90% | -0.70% | 08:41 | 01:24 | 05:37 | 07:20 | 10:17 | 34:39 | 04:40 | 03:27 |
 | Hoodwink | 75 | 45.45% | 83.5 | 54.67% | +4.67% | +13.75% | +3.22% | -0.88% | 17:03 | 04:08 | 09:54 | 15:14 | 21:54 | 41:29 | 12:00 | 08:53 |
 | Puck | 22 | 3.46% | 82.4 | 72.73% | +19.15% | +10.60% | -12.73% | 0.00% | 11:21 | 06:03 | 09:45 | 10:41 | 14:00 | 16:40 | 04:15 | 03:08 |
 | Warlock | 30 | 26.79% | 81.2 | 60.00% | +16.10% | +2.50% | +25.71% | 4.25% | 15:50 | 08:08 | 11:20 | 13:55 | 16:48 | 35:21 | 05:28 | 04:02 |
 | Bane | 19 | 79.17% | 80.0 | 52.63% | -7.37% | +7.37% | +7.37% | 0.00% | 11:47 | 06:35 | 08:34 | 10:15 | 13:04 | 22:32 | 04:30 | 03:20 |
 | Dark Willow | 170 | 90.43% | 78.8 | 50.00% | 0.00% | +1.16% | +2.38% | 0.28% | 10:38 | 03:05 | 07:21 | 09:49 | 11:41 | 35:12 | 04:20 | 03:12 |
 | Vengeful Spirit | 11 | 73.33% | 77.6 | 54.55% | +4.55% | -21.22% | +12.12% | 31.75% | 11:38 | 04:51 | 09:57 | 10:44 | 11:00 | 24:09 | 01:03 | 00:46 |
 | Mirana | 63 | 17.85% | 76.5 | 57.14% | +6.45% | -0.89% | +5.36% | 0.57% | 14:53 | 04:08 | 08:46 | 13:32 | 19:40 | 33:43 | 10:54 | 08:04 |
 | Earth Spirit | 218 | 52.91% | 75.3 | 49.54% | +10.88% | +6.82% | +6.02% | -0.10% | 11:05 | 01:50 | 05:49 | 09:50 | 13:39 | 35:13 | 07:50 | 05:48 |
 | Lich | 19 | 100.00% | 74.1 | 47.37% | +47.37% | +12.63% | +12.63% | 0.00% | 12:38 | 07:49 | 10:31 | 12:06 | 12:56 | 20:16 | 02:25 | 01:47 |
 | Abaddon | 224 | 75.68% | 72.9 | 48.21% | -1.79% | +1.79% | +3.58% | 0.45% | 12:54 | 04:11 | 10:17 | 12:27 | 14:18 | 30:40 | 04:01 | 02:58 |
 | Lion | 541 | 99.45% | 71.8 | 46.95% | +46.95% | +9.35% | -3.99% | -3.74% | 07:13 | 01:02 | 05:04 | 06:56 | 08:38 | 33:34 | 03:34 | 02:38 |
 | Shadow Shaman | 161 | 67.08% | 70.6 | 47.83% | +2.26% | +2.17% | +7.17% | 0.42% | 13:05 | 01:52 | 06:39 | 10:22 | 18:25 | 42:53 | 11:46 | 08:42 |
 | Ogre Magi | 65 | 71.43% | 69.4 | 47.69% | -13.85% | -3.94% | +8.56% | 2.45% | 14:46 | 05:58 | 11:22 | 14:00 | 16:28 | 34:58 | 05:06 | 03:46 |
 | Witch Doctor | 137 | 74.86% | 68.2 | 46.72% | -5.45% | +9.16% | -5.54% | -2.89% | 12:32 | 05:12 | 09:08 | 11:31 | 14:13 | 39:30 | 05:05 | 03:45 |
 | Crystal Maiden | 141 | 96.58% | 67.1 | 44.68% | -15.32% | +6.75% | -7.54% | -4.06% | 11:30 | 05:43 | 09:26 | 11:07 | 12:57 | 23:55 | 03:31 | 02:36 |
 | Jakiro | 30 | 81.08% | 65.9 | 46.67% | +3.81% | +3.33% | -3.81% | -3.22% | 12:57 | 07:36 | 10:51 | 11:53 | 13:04 | 21:55 | 02:13 | 01:38 |
 | Windranger | 8 | 8.00% | 64.7 | 75.00% | +26.09% | +25.00% | +25.00% | 0.00% | 14:31 | 09:34 | 09:48 | 11:44 | 12:46 | 27:48 | 02:58 | 02:11 |
 | Brewmaster | 31 | 36.90% | 63.5 | 51.61% | +8.21% | -26.61% | +23.39% | 8.98% | 13:21 | 05:56 | 10:09 | 12:07 | 15:43 | 31:56 | 05:34 | 04:07 |
 | Sand King | 62 | 34.44% | 62.4 | 48.39% | +0.08% | -23.39% | +18.28% | 12.95% | 07:40 | 02:32 | 05:07 | 06:50 | 08:20 | 23:26 | 03:13 | 02:22 |
 | Tidehunter | 9 | 3.01% | 61.2 | 77.78% | +26.40% | +22.22% | +22.22% | 0.00% | 12:34 | 08:07 | 08:56 | 11:11 | 12:10 | 25:18 | 03:14 | 02:23 |
 | Winter Wyvern | 94 | 53.41% | 60.0 | 44.68% | -10.20% | +5.32% | -9.90% | -1.20% | 18:15 | 03:43 | 11:36 | 15:35 | 24:17 | 44:07 | 12:41 | 09:23 |
 | Doom | 6 | 3.73% | 58.8 | 83.33% | +32.36% | +16.67% | +16.67% | 0.00% | 06:17 | 03:13 | 04:53 | 06:30 | 07:29 | 08:21 | 02:36 | 01:55 |
 | Treant Protector | 61 | 54.46% | 57.6 | 44.26% | -2.80% | -10.93% | -10.93% | 0.00% | 13:43 | 06:03 | 09:17 | 11:15 | 13:40 | 48:13 | 04:23 | 03:14 |
 | Venomancer | 50 | 51.55% | 56.5 | 44.00% | -2.81% | +9.85% | -2.33% | -1.72% | 10:11 | 02:38 | 05:56 | 08:49 | 13:01 | 35:26 | 07:05 | 05:14 |
 | Rubick | 148 | 49.01% | 55.3 | 41.89% | -3.56% | -9.46% | -1.35% | 1.10% | 17:34 | 04:08 | 13:53 | 17:21 | 21:16 | 53:59 | 07:23 | 05:28 |
 | Beastmaster | 8 | 2.94% | 54.1 | 75.00% | +17.42% | +25.00% | -25.00% | 0.00% | 24:14 | 10:55 | 17:08 | 24:26 | 26:53 | 37:10 | 09:45 | 07:13 |
 | Grimstroke | 267 | 58.42% | 52.9 | 38.95% | -10.52% | +1.35% | +7.32% | 0.93% | 14:22 | 03:31 | 10:02 | 12:28 | 16:27 | 48:29 | 06:25 | 04:45 |
 | Death Prophet | 38 | 9.97% | 51.8 | 50.00% | -1.31% | +10.00% | +5.56% | -0.86% | 12:50 | 05:43 | 09:45 | 12:27 | 14:54 | 23:26 | 05:09 | 03:48 |
 | Tiny | 116 | 34.22% | 50.6 | 39.66% | -11.46% | -1.73% | +1.72% | 1.37% | 05:53 | 01:59 | 04:18 | 05:22 | 06:49 | 23:38 | 02:31 | 01:51 |
 | Pangolier | 25 | 8.33% | 49.4 | 52.00% | +1.82% | +14.67% | -2.00% | -3.86% | 12:10 | 04:25 | 08:26 | 10:42 | 12:45 | 31:25 | 04:19 | 03:11 |
 | Techies | 9 | 56.25% | 48.2 | 44.44% | +1.58% | -44.44% | +5.56% | 9.58% | 07:05 | 02:59 | 04:12 | 07:14 | 09:25 | 13:00 | 05:13 | 03:51 |
 | Bounty Hunter | 19 | 50.00% | 47.1 | 42.11% | -5.26% | +17.89% | -2.11% | -3.24% | 09:28 | 03:42 | 06:12 | 10:12 | 12:22 | 16:56 | 06:10 | 04:34 |
 | Skywrath Mage | 24 | 42.86% | 45.9 | 41.67% | +16.67% | -8.34% | +8.33% | 1.11% | 18:55 | 05:41 | 11:06 | 16:10 | 26:10 | 33:12 | 15:04 | 11:09 |
 | Undying | 86 | 63.70% | 44.7 | 36.05% | -2.73% | -4.23% | +2.05% | 1.24% | 11:42 | 01:52 | 09:18 | 11:20 | 14:22 | 22:09 | 05:04 | 03:45 |
 | Spirit Breaker | 26 | 48.15% | 43.5 | 38.46% | +2.75% | +18.68% | -21.79% | -5.47% | 08:49 | 03:01 | 04:44 | 07:53 | 12:08 | 20:50 | 07:24 | 05:28 |
 | Gyrocopter | 21 | 11.73% | 42.4 | 47.62% | +3.95% | +32.38% | -7.62% | -17.65% | 11:33 | 07:40 | 09:54 | 11:07 | 12:10 | 20:08 | 02:16 | 01:40 |
 | Viper | 21 | 10.71% | 41.2 | 47.62% | -3.81% | -7.62% | -27.62% | -5.17% | 11:25 | 04:33 | 07:34 | 10:53 | 11:26 | 26:06 | 03:52 | 02:51 |
 | Lina | 32 | 12.36% | 40.0 | 43.75% | -4.71% | -6.25% | +6.25% | 1.15% | 17:51 | 06:53 | 11:10 | 17:06 | 22:01 | 34:03 | 10:51 | 08:02 |
 | Silencer | 4 | 40.00% | 38.8 | 50.00% | -16.67% | +50.00% | +50.00% | 0.00% | 13:54 | 11:32 | 11:32 | 11:35 | 13:32 | 18:56 | 02:00 | 01:28 |
 | Pudge | 8 | 61.54% | 37.6 | 37.50% | -42.50% | +12.50% | -37.50% | -7.30% | 08:25 | 03:44 | 03:45 | 05:50 | 10:36 | 19:38 | 06:51 | 05:04 |
 | Void Spirit | 20 | 4.05% | 36.5 | 50.00% | +4.01% | -10.00% | +10.00% | 3.20% | 09:45 | 03:03 | 05:56 | 09:04 | 12:11 | 20:50 | 06:15 | 04:37 |
 | Enigma | 23 | 19.66% | 35.3 | 39.13% | -14.06% | +10.87% | +10.87% | 0.00% | 13:49 | 08:30 | 10:16 | 12:13 | 15:29 | 30:22 | 05:13 | 03:51 |
 | Outworld Destroyer | 21 | 18.26% | 34.1 | 38.10% | -4.45% | -18.10% | +21.90% | 8.45% | 13:36 | 04:44 | 11:10 | 11:54 | 15:54 | 33:38 | 04:44 | 03:30 |
 | Mars | 17 | 2.90% | 32.9 | 47.06% | -0.48% | -22.06% | +2.94% | 0.00% | 10:55 | 04:07 | 06:57 | 09:46 | 12:55 | 31:55 | 05:58 | 04:25 |
 | Enchantress | 20 | 6.83% | 31.8 | 35.00% | -19.95% | +25.00% | -15.00% | -8.19% | 14:15 | 05:35 | 09:29 | 12:02 | 14:22 | 32:18 | 04:53 | 03:37 |
 | Magnus | 3 | 2.44% | 30.6 | 66.67% | +11.67% | -66.67% | 0.00% | 0.00% | 05:44 | 03:14 | 03:14 | 03:48 | 10:10 | 10:10 | 06:56 | 05:08 |
 | Centaur Warrunner | 13 | 4.17% | 29.4 | 38.46% | -13.38% | -5.13% | -5.13% | 0.00% | 09:07 | 03:24 | 05:25 | 07:01 | 10:04 | 22:45 | 04:39 | 03:26 |
 | Dragon Knight | 6 | 2.23% | 28.2 | 50.00% | +0.19% | -50.00% | +50.00% | 8.56% | 17:58 | 05:54 | 10:32 | 17:41 | 22:13 | 30:54 | 11:41 | 08:39 |
 | Anti-Mage | 1 | 1.25% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 00:00 | 00:00 |
 | Slardar | 4 | 3.28% | 25.9 | 50.00% | -8.47% | -50.00% | +50.00% | 0.00% | 05:44 | 03:18 | 03:18 | 05:30 | 06:22 | 07:44 | 03:04 | 02:16 |
 | Io | 1 | 0.70% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 00:00 | 00:00 |
 | Luna | 9 | 4.66% | 23.5 | 33.33% | -15.04% | +66.67% | +16.67% | 0.00% | 16:16 | 09:31 | 09:33 | 13:52 | 21:51 | 33:17 | 12:18 | 09:06 |
 | Monkey King | 1 | 0.41% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 00:00 | 00:00 |
 | Naga Siren | 2 | 4.88% | 21.2 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 12:18 | 12:17 | 12:17 | 12:18 | 12:18 | 12:18 | 00:01 | 00:00 |
 | Axe | 6 | 2.93% | 20.0 | 33.33% | -9.38% | +16.67% | -33.33% | 0.00% | 21:43 | 09:16 | 12:42 | 16:13 | 27:38 | 40:34 | 14:56 | 11:03 |
 | Underlord | 7 | 5.60% | 18.8 | 28.57% | -19.74% | -28.57% | -28.57% | 0.00% | 14:50 | 05:32 | 06:50 | 13:21 | 15:00 | 28:01 | 08:10 | 06:02 |
 | Kunkka | 2 | 1.75% | 17.6 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 10:09 | 07:58 | 07:58 | 12:20 | 12:20 | 12:20 | 04:22 | 03:14 |
 | Leshrac | 7 | 2.46% | 16.5 | 28.57% | -19.63% | -28.57% | +21.43% | 0.00% | 17:06 | 07:08 | 11:02 | 12:08 | 12:45 | 45:13 | 01:43 | 01:16 |
 | Ember Spirit | 2 | 0.68% | 15.3 | 50.00% | +0.85% | +50.00% | 0.00% | 0.00% | 05:51 | 04:22 | 04:22 | 07:19 | 07:19 | 07:19 | 02:57 | 02:11 |
 | Legion Commander | 4 | 2.68% | 14.1 | 25.00% | -21.21% | -25.00% | -25.00% | 0.00% | 09:56 | 06:48 | 06:48 | 08:16 | 11:53 | 12:48 | 05:05 | 03:45 |
 | Pugna | 9 | 19.15% | 12.9 | 11.11% | -31.00% | -11.11% | -11.11% | 0.00% | 14:53 | 06:07 | 07:23 | 14:36 | 20:29 | 22:52 | 13:06 | 09:42 |
 | Timbersaw | 3 | 0.97% | 11.8 | 0.00% | -51.96% | 0.00% | 0.00% | 0.00% | 09:19 | 06:43 | 06:43 | 08:04 | 13:11 | 13:11 | 06:28 | 04:47 |
 | Batrider | 3 | 1.39% | 10.6 | 0.00% | -48.83% | 0.00% | 0.00% | 0.00% | 09:43 | 06:00 | 06:00 | 11:02 | 12:07 | 12:07 | 06:07 | 04:31 |
 | Queen of Pain | 1 | 0.88% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 00:00 | 00:00 |
 | Dazzle | 1 | 4.55% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Lone Druid | 1 | 3.57% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 00:00 | 00:00 |
 | Faceless Void | 1 | 0.66% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 00:00 | 00:00 |
 | Necrophos | 1 | 2.33% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:21 | 06:21 | 06:21 | 06:21 | 06:21 | 06:21 | 00:00 | 00:00 |
 | Visage | 3 | 13.64% | 3.5 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 13:44 | 05:59 | 05:59 | 07:21 | 27:52 | 27:52 | 21:53 | 16:12 |
 | Bloodseeker | 2 | 1.10% | 2.4 | 0.00% | -47.78% | 0.00% | 0.00% | 0.00% | 18:02 | 17:38 | 17:38 | 18:26 | 18:26 | 18:26 | 00:48 | 00:35 |
 | Alchemist | 1 | 0.89% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 00:00 | 00:00 |