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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 | |
 | Boots of Speed | 600 | 98.36% | 87.8 | 50.17% | -4.06% | -0.50% | -1.50% | -0.28% | 04:35 | -01:30 | 02:46 | 04:55 | 06:20 | 26:05 | 03:33 |
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 | |
 | Axe | 2 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:55 | 03:29 | 04:21 | 04:21 | 04:21 | 04:21 | 00:00 | 00:36 |
 | Disruptor | 1 | 100.00% | 98.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:08 | 07:08 | 07:08 | 07:08 | 07:08 | 07:08 | 00:00 | 00:00 |
 | Bristleback | 1 | 100.00% | 97.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 07:19 | 00:00 | 00:00 |
 | Bane | 2 | 100.00% | 96.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:38 | 07:10 | 08:05 | 08:05 | 08:05 | 08:05 | 00:00 | 00:38 |
 | Crystal Maiden | 1 | 100.00% | 95.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:07 | 05:07 | 05:07 | 05:07 | 05:07 | 05:07 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 100.00% | 94.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 00:00 | 00:00 |
 | Lion | 1 | 100.00% | 93.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:14 | 13:14 | 13:14 | 13:14 | 13:14 | 13:14 | 00:00 | 00:00 |
 | Ancient Apparition | 2 | 100.00% | 92.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:22 | 06:06 | 08:37 | 08:37 | 08:37 | 08:37 | 00:00 | 01:46 |
 | Centaur Warrunner | 1 | 100.00% | 90.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:00 | 03:00 | 03:00 | 03:00 | 03:00 | 03:00 | 00:00 | 00:00 |
 | Zeus | 1 | 100.00% | 89.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:26 | 05:26 | 05:26 | 05:26 | 05:26 | 05:26 | 00:00 | 00:00 |
 | Troll Warlord | 12 | 100.00% | 88.6 | 91.67% | -0.45% | +8.33% | +8.33% | 0.00% | 05:16 | 01:52 | 02:15 | 03:29 | 10:38 | 11:36 | 08:23 | 03:50 |
 | Enchantress | 2 | 66.67% | 87.5 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 06:14 | 05:39 | 06:48 | 06:48 | 06:48 | 06:48 | 00:00 | 00:48 |
 | Phoenix | 7 | 100.00% | 86.4 | 85.71% | -4.29% | +14.29% | -35.71% | -50.00% | 05:02 | 00:45 | 04:44 | 04:59 | 05:17 | 11:20 | 00:33 | 03:12 |
 | Ogre Magi | 6 | 100.00% | 85.2 | 83.33% | -3.77% | -16.66% | +16.67% | 5.24% | 08:39 | 06:10 | 06:34 | 09:06 | 12:56 | 12:56 | 06:22 | 02:47 |
 | Medusa | 4 | 100.00% | 84.1 | 75.00% | -7.86% | +25.00% | -75.00% | -50.00% | 03:21 | 02:06 | 02:34 | 04:08 | 04:34 | 04:34 | 02:00 | 01:11 |
 | Dark Willow | 4 | 100.00% | 83.0 | 75.00% | +1.92% | -25.00% | +25.00% | 25.42% | 05:54 | 05:05 | 05:07 | 06:18 | 07:05 | 07:05 | 01:58 | 00:58 |
 | Monkey King | 15 | 100.00% | 81.8 | 73.33% | -7.13% | -13.33% | +1.67% | 8.82% | 02:40 | 01:04 | 01:47 | 02:14 | 03:29 | 05:26 | 01:42 | 01:24 |
 | Terrorblade | 11 | 100.00% | 80.7 | 72.73% | +5.21% | +2.27% | -6.06% | -6.94% | 03:30 | 01:50 | 02:52 | 03:19 | 04:04 | 06:24 | 01:12 | 01:12 |
 | Earthshaker | 7 | 100.00% | 79.5 | 71.43% | -8.12% | -4.76% | +28.57% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Riki | 6 | 100.00% | 78.4 | 66.67% | +0.45% | 0.00% | +33.33% | 9.05% | 05:38 | 03:20 | 05:04 | 05:27 | 08:45 | 08:45 | 03:41 | 02:04 |
 | Abaddon | 3 | 100.00% | 77.3 | 66.67% | -8.33% | -16.67% | +33.33% | 50.00% | 04:08 | 03:07 | 04:11 | 05:06 | 05:06 | 05:06 | 00:55 | 00:59 |
 | Windranger | 3 | 100.00% | 76.1 | 66.67% | +4.77% | +33.33% | -66.67% | 0.00% | 04:45 | 04:12 | 05:01 | 05:02 | 05:02 | 05:02 | 00:01 | 00:28 |
 | Invoker | 9 | 100.00% | 75.0 | 66.67% | -7.52% | +33.33% | -66.67% | -63.83% | 06:33 | 05:01 | 06:07 | 06:39 | 07:41 | 07:50 | 01:34 | 00:51 |
 | Nature's Prophet | 15 | 88.24% | 73.9 | 66.67% | +4.98% | -6.67% | +8.33% | 3.08% | 05:58 | 01:42 | 03:08 | 05:15 | 08:00 | 16:06 | 04:52 | 04:06 |
 | Slardar | 8 | 100.00% | 72.7 | 62.50% | -8.71% | -29.17% | +37.50% | 50.64% | 02:17 | -01:29 | 02:33 | 03:37 | 03:52 | 04:03 | 01:19 | 02:21 |
 | Tusk | 26 | 100.00% | 71.6 | 61.54% | -5.72% | +0.96% | -11.54% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -01:14 | 00:00 | 00:02 |
 | Tidehunter | 13 | 100.00% | 70.5 | 61.54% | -3.81% | -11.54% | -28.21% | -5.08% | 05:53 | 02:46 | 04:24 | 06:34 | 07:41 | 09:15 | 03:17 | 01:59 |
 | Batrider | 10 | 100.00% | 69.3 | 60.00% | -10.18% | -10.00% | -10.00% | 0.00% | 04:38 | 01:54 | 04:41 | 05:00 | 06:02 | 06:18 | 01:21 | 01:19 |
 | Beastmaster | 10 | 83.33% | 68.2 | 60.00% | -1.95% | -10.00% | -10.00% | 0.00% | 09:29 | 04:29 | 04:34 | 11:50 | 13:56 | 15:02 | 09:22 | 04:25 |
 | Puck | 20 | 100.00% | 67.0 | 55.00% | -2.54% | +11.67% | -15.00% | -26.67% | 05:36 | -01:29 | 05:20 | 05:53 | 06:19 | 08:21 | 00:59 | 01:52 |
 | Shadow Shaman | 11 | 100.00% | 65.9 | 54.55% | -2.41% | +20.45% | +12.12% | -2.01% | 02:49 | -01:29 | -01:23 | 05:06 | 05:32 | 06:20 | 06:55 | 03:26 |
 | Witch Doctor | 17 | 100.00% | 64.8 | 52.94% | -3.54% | +7.06% | -52.94% | -20.45% | 06:50 | 04:02 | 05:34 | 06:58 | 08:30 | 11:10 | 02:56 | 01:53 |
 | Kunkka | 4 | 100.00% | 63.6 | 50.00% | -4.76% | 0.00% | -50.00% | -50.00% | 05:11 | 05:01 | 05:02 | 05:16 | 05:25 | 05:25 | 00:23 | 00:11 |
 | Void Spirit | 18 | 100.00% | 62.5 | 50.00% | -0.30% | 0.00% | 0.00% | 0.00% | 05:21 | 03:48 | 04:43 | 05:04 | 06:30 | 07:43 | 01:47 | 01:03 |
 | Nyx Assassin | 6 | 100.00% | 61.4 | 50.00% | -5.88% | -16.67% | -50.00% | -8.85% | -00:22 | -01:29 | -01:29 | -01:29 | 05:15 | 05:15 | 06:44 | 02:44 |
 | Underlord | 18 | 100.00% | 60.2 | 50.00% | -7.98% | 0.00% | 0.00% | 0.00% | 05:16 | 03:05 | 04:44 | 05:04 | 06:20 | 09:35 | 01:36 | 01:27 |
 | Elder Titan | 4 | 100.00% | 59.1 | 50.00% | -15.38% | +50.00% | -50.00% | -84.51% | 03:41 | 01:36 | 03:50 | 04:15 | 05:01 | 05:01 | 01:11 | 01:28 |
 | Phantom Assassin | 8 | 100.00% | 58.0 | 50.00% | +0.55% | +16.67% | -50.00% | -6.45% | 09:37 | 02:11 | 04:42 | 11:23 | 15:02 | 15:23 | 10:20 | 05:09 |
 | Storm Spirit | 4 | 100.00% | 56.8 | 50.00% | -5.88% | +50.00% | -50.00% | -95.24% | 05:27 | 05:01 | 05:11 | 05:21 | 06:14 | 06:14 | 01:03 | 00:32 |
 | Dazzle | 4 | 100.00% | 55.7 | 50.00% | -11.22% | 0.00% | +50.00% | 3.37% | 05:54 | 01:20 | 01:28 | 04:29 | 16:17 | 16:17 | 14:49 | 07:04 |
 | Oracle | 4 | 100.00% | 54.5 | 50.00% | -4.55% | -50.00% | +50.00% | 55.05% | 05:50 | 05:04 | 05:11 | 06:06 | 07:00 | 07:00 | 01:49 | 00:54 |
 | Weaver | 2 | 100.00% | 53.4 | 50.00% | -11.90% | 0.00% | 0.00% | 0.00% | 10:19 | 09:18 | 11:19 | 11:19 | 11:19 | 11:19 | 00:00 | 01:25 |
 | Morphling | 2 | 100.00% | 52.3 | 50.00% | -4.55% | 0.00% | 0.00% | 0.00% | 05:22 | 05:03 | 05:41 | 05:41 | 05:41 | 05:41 | 00:00 | 00:26 |
 | Sand King | 6 | 100.00% | 51.1 | 50.00% | +10.00% | -16.67% | +50.00% | 15.33% | 04:32 | 02:39 | 03:34 | 04:15 | 07:55 | 07:55 | 04:21 | 02:02 |
 | Shadow Demon | 2 | 100.00% | 50.0 | 50.00% | -11.54% | 0.00% | 0.00% | 0.00% | 07:27 | 04:19 | 10:34 | 10:34 | 10:34 | 10:34 | 00:00 | 04:25 |
 | Snapfire | 2 | 100.00% | 48.9 | 50.00% | -3.33% | 0.00% | 0.00% | 0.00% | 01:53 | -01:29 | 05:14 | 05:14 | 05:14 | 05:14 | 00:00 | 04:44 |
 | Undying | 11 | 100.00% | 47.7 | 45.45% | -10.89% | -20.45% | -12.12% | 1.54% | 03:58 | -01:29 | 01:32 | 06:07 | 06:56 | 09:36 | 05:24 | 04:02 |
 | Leshrac | 18 | 100.00% | 46.6 | 44.44% | -9.86% | +22.23% | -44.44% | -66.67% | 05:14 | 02:13 | 05:13 | 05:29 | 06:12 | 06:49 | 00:59 | 01:12 |
 | Rubick | 16 | 100.00% | 45.5 | 43.75% | +0.89% | -3.75% | +6.25% | 3.53% | 00:26 | -01:29 | -01:29 | -01:29 | 04:19 | 08:20 | 05:48 | 03:12 |
 | Mars | 16 | 100.00% | 44.3 | 43.75% | -1.02% | +16.25% | +31.25% | 14.52% | 05:13 | 01:29 | 04:56 | 05:29 | 05:58 | 06:43 | 01:02 | 01:15 |
 | Wraith King | 21 | 100.00% | 43.2 | 42.86% | -9.14% | -9.53% | -2.86% | 1.99% | 03:58 | 01:06 | 02:04 | 03:39 | 05:25 | 10:38 | 03:21 | 02:35 |
 | Death Prophet | 7 | 100.00% | 42.0 | 42.86% | -1.44% | +23.81% | -42.86% | -66.67% | 04:41 | 01:49 | 05:03 | 05:15 | 05:38 | 06:20 | 00:35 | 01:31 |
 | Tiny | 14 | 100.00% | 40.9 | 42.86% | -3.99% | -2.86% | -42.86% | -14.12% | 00:27 | -01:30 | -01:29 | -01:29 | 04:19 | 04:21 | 05:48 | 02:42 |
 | Queen of Pain | 7 | 100.00% | 39.8 | 42.86% | +5.08% | +23.81% | +7.14% | -8.48% | 05:28 | 01:51 | 05:15 | 06:23 | 07:13 | 07:30 | 01:58 | 01:56 |
 | Clockwerk | 5 | 100.00% | 38.6 | 40.00% | -2.42% | +10.00% | -40.00% | -16.95% | 04:22 | -01:29 | 03:57 | 06:27 | 06:54 | 06:54 | 02:57 | 03:27 |
 | Earth Spirit | 15 | 100.00% | 37.5 | 40.00% | -9.09% | 0.00% | -15.00% | -2.36% | 02:11 | -01:29 | -01:29 | -01:29 | 07:51 | 10:37 | 09:20 | 04:59 |
 | Viper | 5 | 100.00% | 36.4 | 40.00% | +0.42% | -40.00% | -40.00% | 0.00% | 03:46 | 01:30 | 02:46 | 04:47 | 06:32 | 06:32 | 03:46 | 01:56 |
 | Venomancer | 5 | 100.00% | 35.2 | 40.00% | -10.85% | +10.00% | +60.00% | 22.90% | 02:56 | -01:29 | 02:54 | 04:31 | 05:05 | 05:05 | 02:11 | 02:36 |
 | Grimstroke | 25 | 100.00% | 34.1 | 40.00% | -5.40% | -25.71% | -6.67% | 4.52% | 06:48 | 03:47 | 04:45 | 06:36 | 08:58 | 13:05 | 04:13 | 02:25 |
 | Alchemist | 5 | 100.00% | 33.0 | 40.00% | -3.59% | +10.00% | -40.00% | -23.62% | 03:13 | 02:10 | 02:20 | 04:06 | 04:27 | 04:27 | 02:07 | 01:01 |
 | Lina | 5 | 100.00% | 31.8 | 40.00% | -13.49% | -40.00% | +60.00% | 63.83% | 04:44 | 02:39 | 04:24 | 05:33 | 05:58 | 05:58 | 01:34 | 01:18 |
 | Keeper of the Light | 11 | 100.00% | 30.7 | 36.36% | -10.61% | -11.36% | +30.31% | 12.50% | 04:17 | -01:29 | 03:23 | 05:04 | 06:43 | 10:13 | 03:20 | 03:38 |
 | Pangolier | 6 | 100.00% | 29.5 | 33.33% | -4.17% | -33.33% | +66.67% | 28.30% | 08:20 | 04:55 | 08:14 | 08:28 | 11:46 | 11:46 | 03:32 | 02:16 |
 | Winter Wyvern | 6 | 100.00% | 28.4 | 33.33% | +8.33% | 0.00% | +66.67% | 14.98% | 06:24 | 04:10 | 05:04 | 05:57 | 09:31 | 09:31 | 04:27 | 02:17 |
 | Ursa | 3 | 100.00% | 27.3 | 33.33% | -9.53% | -33.33% | +66.67% | 100.00% | 02:00 | 01:56 | 01:57 | 02:07 | 02:07 | 02:07 | 00:10 | 00:06 |
 | Mirana | 12 | 100.00% | 26.1 | 33.33% | +2.14% | -8.33% | +33.34% | 12.56% | 05:57 | 03:30 | 04:09 | 05:52 | 07:28 | 09:43 | 03:19 | 01:54 |
 | Pugna | 3 | 100.00% | 25.0 | 33.33% | +3.33% | -33.33% | +66.67% | 100.00% | 05:49 | 05:03 | 05:46 | 06:38 | 06:38 | 06:38 | 00:52 | 00:47 |
 | Enigma | 3 | 100.00% | 23.9 | 33.33% | -8.98% | +16.67% | -33.33% | -50.00% | 09:03 | 08:35 | 09:09 | 09:25 | 09:25 | 09:25 | 00:16 | 00:25 |
 | Ember Spirit | 10 | 100.00% | 22.7 | 30.00% | -2.17% | -5.00% | -30.00% | -19.23% | 04:35 | 02:09 | 04:18 | 04:44 | 05:36 | 06:41 | 01:18 | 01:13 |
 | Dark Seer | 7 | 100.00% | 21.6 | 28.57% | -11.69% | +4.76% | -28.57% | -9.76% | 06:05 | 03:35 | 05:23 | 05:47 | 08:48 | 09:29 | 03:25 | 02:15 |
 | Phantom Lancer | 7 | 100.00% | 20.5 | 28.57% | -8.35% | +4.76% | -28.57% | -21.27% | 03:58 | 02:56 | 03:35 | 04:15 | 05:09 | 05:09 | 01:34 | 00:54 |
 | Juggernaut | 8 | 100.00% | 19.3 | 25.00% | -2.37% | +8.33% | -25.00% | -33.33% | 02:21 | 01:39 | 02:01 | 02:23 | 02:44 | 03:28 | 00:43 | 00:35 |
 | Bloodseeker | 4 | 100.00% | 18.2 | 25.00% | -13.46% | +25.00% | -25.00% | -40.00% | 02:58 | 02:03 | 02:32 | 03:31 | 03:47 | 03:47 | 01:15 | 00:48 |
 | Legion Commander | 4 | 100.00% | 17.0 | 25.00% | -2.08% | -25.00% | +75.00% | 86.96% | 04:56 | 02:30 | 05:03 | 05:59 | 06:12 | 06:12 | 01:09 | 01:41 |
 | Gyrocopter | 5 | 100.00% | 15.9 | 20.00% | -19.22% | -20.00% | +80.00% | 57.69% | 04:01 | 03:23 | 03:25 | 04:27 | 05:09 | 05:09 | 01:44 | 00:46 |
 | Spirit Breaker | 1 | 100.00% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:08 | 07:08 | 07:08 | 07:08 | 07:08 | 07:08 | 00:00 | 00:00 |
 | Lich | 1 | 100.00% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 00:00 | 00:00 |
 | Doom | 1 | 100.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:16 | 02:16 | 02:16 | 02:16 | 02:16 | 02:16 | 00:00 | 00:00 |
 | Jakiro | 1 | 100.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:39 | 06:39 | 06:39 | 06:39 | 06:39 | 06:39 | 00:00 | 00:00 |
 | Anti-Mage | 1 | 100.00% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:56 | 13:56 | 13:56 | 13:56 | 13:56 | 13:56 | 00:00 | 00:00 |
 | Brewmaster | 1 | 100.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 00:00 | 00:00 |
 | Luna | 1 | 100.00% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 00:00 | 00:00 |
 | Arc Warden | 2 | 100.00% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:03 | 11:06 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 01:20 |
 | Timbersaw | 1 | 100.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:32 | 04:32 | 04:32 | 04:32 | 04:32 | 04:32 | 00:00 | 00:00 |
 | Lycan | 2 | 40.00% | 4.5 | 0.00% | -36.84% | 0.00% | 0.00% | 0.00% | 19:36 | 13:06 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 09:10 |
 | Drow Ranger | 2 | 100.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:39 | 02:38 | 06:39 | 06:39 | 06:39 | 06:39 | 00:00 | 02:50 |
 | Slark | 3 | 100.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:07 | 01:33 | 01:50 | 02:58 | 02:58 | 02:58 | 01:08 | 00:44 |
 | Skywrath Mage | 3 | 100.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:05 | 05:07 | 07:43 | 08:26 | 08:26 | 08:26 | 00:43 | 01:44 |