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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 | |
 | Magic Stick | 509 | 83.44% | 87.0 | 50.49% | -3.64% | +4.98% | -4.82% | -1.80% | 04:14 | -01:29 | 01:24 | 03:16 | 06:51 | 22:45 | 04:17 |
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% | 04:04 | 00:59 | 07:09 | 07:09 | 07:09 | 07:09 | 00:00 | 04:21 |
 | Lion | 1 | 100.00% | 98.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:03 | 04:03 | 04:03 | 04:03 | 04:03 | 04:03 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 100.00% | 97.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 00:00 | 00:00 |
 | Disruptor | 1 | 100.00% | 96.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:44 | 08:44 | 08:44 | 08:44 | 08:44 | 08:44 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 100.00% | 95.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 00:00 | 00:00 |
 | Ancient Apparition | 2 | 100.00% | 94.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:30 | 02:17 | 02:42 | 02:42 | 02:42 | 02:42 | 00:00 | 00:17 |
 | Bristleback | 1 | 100.00% | 93.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 00:00 | 00:00 |
 | Bane | 2 | 100.00% | 91.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:40 | 00:15 | 01:04 | 01:04 | 01:04 | 01:04 | 00:00 | 00:34 |
 | Crystal Maiden | 1 | 100.00% | 90.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Phoenix | 7 | 100.00% | 89.5 | 85.71% | -4.29% | +14.29% | +14.29% | 0.00% | 04:57 | -01:29 | 06:39 | 06:46 | 07:17 | 08:23 | 00:38 | 03:51 |
 | Ogre Magi | 6 | 100.00% | 88.4 | 83.33% | -3.77% | +16.67% | -83.33% | -13.42% | 02:46 | -01:29 | 01:28 | 02:31 | 08:55 | 08:55 | 07:27 | 03:28 |
 | Invoker | 7 | 77.78% | 87.2 | 85.71% | +13.08% | -19.04% | +14.29% | 7.97% | 05:33 | 01:47 | 03:46 | 07:28 | 07:57 | 08:56 | 04:11 | 02:47 |
 | Medusa | 4 | 100.00% | 86.0 | 75.00% | -7.86% | -25.00% | +25.00% | 11.95% | 01:20 | -01:29 | -01:29 | 02:39 | 05:40 | 05:40 | 07:09 | 03:28 |
 | Dark Willow | 4 | 100.00% | 84.9 | 75.00% | +1.92% | +25.00% | +25.00% | 0.00% | 08:32 | -01:29 | 07:40 | 11:45 | 16:11 | 16:11 | 08:31 | 07:31 |
 | Earthshaker | 7 | 100.00% | 83.7 | 71.43% | -8.12% | -4.76% | -21.43% | -3.56% | 04:37 | 01:35 | 03:05 | 06:15 | 07:46 | 08:39 | 04:41 | 02:54 |
 | Snapfire | 1 | 50.00% | 82.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:09 | 01:09 | 01:09 | 01:09 | 01:09 | 01:09 | 00:00 | 00:00 |
 | Io | 1 | 50.00% | 81.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Monkey King | 11 | 73.33% | 80.2 | 72.73% | -7.61% | +2.27% | +27.27% | 4.03% | 05:36 | -01:29 | 02:35 | 06:11 | 08:47 | 18:08 | 06:12 | 05:45 |
 | Enchantress | 3 | 100.00% | 79.1 | 66.67% | -13.33% | +33.33% | -66.67% | -21.43% | 02:35 | -01:29 | 02:17 | 06:57 | 06:57 | 06:57 | 04:40 | 04:13 |
 | Windranger | 3 | 100.00% | 77.9 | 66.67% | +4.77% | +33.33% | -66.67% | 0.00% | 00:31 | -01:29 | 01:22 | 01:40 | 01:40 | 01:40 | 00:18 | 01:44 |
 | Slardar | 8 | 100.00% | 76.7 | 62.50% | -8.71% | +4.17% | -12.50% | -9.44% | 06:38 | 03:15 | 06:04 | 07:25 | 07:50 | 09:10 | 01:46 | 01:50 |
 | Troll Warlord | 5 | 41.67% | 75.6 | 80.00% | -12.44% | -30.00% | +20.00% | 0.00% | 01:40 | -01:29 | 00:37 | 03:08 | 04:07 | 04:07 | 03:30 | 02:11 |
 | Tusk | 26 | 100.00% | 74.4 | 61.54% | -5.72% | +13.46% | -61.54% | -27.78% | 04:02 | 00:47 | 02:04 | 03:04 | 04:46 | 22:45 | 02:42 | 04:12 |
 | Tidehunter | 13 | 100.00% | 73.3 | 61.54% | -3.81% | -11.54% | +5.13% | 4.18% | 02:07 | -01:29 | -01:29 | 01:28 | 05:28 | 09:51 | 06:57 | 04:02 |
 | Batrider | 2 | 20.00% | 72.1 | 100.00% | +32.31% | 0.00% | 0.00% | 0.00% | 04:57 | 03:49 | 06:04 | 06:04 | 06:04 | 06:04 | 00:00 | 01:35 |
 | Shadow Shaman | 11 | 100.00% | 70.9 | 54.55% | -2.41% | -4.55% | +12.12% | 2.51% | 05:41 | -01:29 | 03:01 | 07:17 | 09:39 | 11:32 | 06:38 | 04:38 |
 | Phantom Assassin | 7 | 87.50% | 69.8 | 57.14% | +8.23% | -23.81% | -7.14% | 16.67% | 00:22 | -01:29 | -01:29 | 00:41 | 01:56 | 05:52 | 03:25 | 02:46 |
 | Beastmaster | 11 | 91.67% | 68.6 | 54.55% | -7.95% | -4.55% | +12.12% | 3.88% | 03:48 | -01:29 | 00:52 | 01:13 | 05:10 | 22:18 | 04:18 | 07:24 |
 | Witch Doctor | 17 | 100.00% | 67.4 | 52.94% | -3.54% | -12.94% | +22.06% | 6.50% | 04:52 | 00:51 | 02:08 | 04:18 | 07:31 | 13:01 | 05:23 | 03:49 |
 | Underlord | 17 | 94.44% | 66.3 | 52.94% | -4.81% | -12.94% | -2.94% | 2.03% | 04:28 | -01:29 | 02:28 | 04:41 | 07:23 | 08:37 | 04:55 | 02:59 |
 | Ursa | 1 | 33.33% | 65.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:05 | 04:05 | 04:05 | 04:05 | 04:05 | 04:05 | 00:00 | 00:00 |
 | Nature's Prophet | 15 | 88.24% | 64.0 | 53.33% | -9.66% | +26.67% | -28.33% | -15.42% | 03:48 | -01:29 | 01:14 | 03:00 | 04:48 | 14:00 | 03:34 | 04:12 |
 | Dazzle | 4 | 100.00% | 62.8 | 50.00% | -11.22% | 0.00% | -50.00% | -3.04% | 08:33 | -01:29 | 01:20 | 16:31 | 17:48 | 17:48 | 16:28 | 10:01 |
 | Weaver | 2 | 100.00% | 61.6 | 50.00% | -11.90% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Oracle | 4 | 100.00% | 60.5 | 50.00% | -4.55% | +50.00% | -50.00% | -21.58% | 02:37 | -01:29 | 02:16 | 02:47 | 06:54 | 06:54 | 04:38 | 03:25 |
 | Nyx Assassin | 6 | 100.00% | 59.3 | 50.00% | -5.88% | +16.67% | -50.00% | -10.53% | 03:13 | 00:14 | 01:26 | 01:55 | 07:46 | 07:46 | 06:20 | 03:24 |
 | Sand King | 6 | 100.00% | 58.1 | 50.00% | +10.00% | -16.67% | -50.00% | -10.10% | 01:13 | -01:29 | 01:07 | 01:46 | 04:25 | 04:25 | 03:18 | 02:19 |
 | Elder Titan | 4 | 100.00% | 57.0 | 50.00% | -15.38% | 0.00% | -50.00% | -19.87% | 05:40 | 02:48 | 05:12 | 06:57 | 07:43 | 07:43 | 02:31 | 02:10 |
 | Shadow Demon | 2 | 100.00% | 55.8 | 50.00% | -11.54% | 0.00% | 0.00% | 0.00% | 02:52 | 00:42 | 05:02 | 05:02 | 05:02 | 05:02 | 00:00 | 03:03 |
 | Morphling | 2 | 100.00% | 54.7 | 50.00% | -4.55% | 0.00% | 0.00% | 0.00% | 05:38 | 04:25 | 06:51 | 06:51 | 06:51 | 06:51 | 00:00 | 01:43 |
 | Puck | 15 | 75.00% | 53.5 | 53.33% | -4.28% | -13.33% | -3.33% | 1.30% | 04:40 | -01:29 | 02:28 | 04:22 | 10:10 | 12:41 | 07:42 | 04:45 |
 | Leshrac | 13 | 72.22% | 52.3 | 53.85% | +0.45% | +21.15% | +12.82% | -1.43% | 05:12 | -01:29 | 03:07 | 05:09 | 08:56 | 10:49 | 05:49 | 03:29 |
 | Tiny | 12 | 85.71% | 51.2 | 50.00% | +3.98% | 0.00% | +50.00% | 6.58% | 05:27 | 01:09 | 02:00 | 03:32 | 09:36 | 15:59 | 07:36 | 05:17 |
 | Riki | 3 | 50.00% | 50.0 | 66.67% | +0.44% | +33.33% | -66.67% | 0.00% | -00:01 | -01:29 | -01:29 | 02:56 | 02:56 | 02:56 | 04:25 | 02:32 |
 | Wraith King | 19 | 90.48% | 48.8 | 47.37% | -4.22% | +2.63% | -27.37% | -15.13% | 00:59 | -01:29 | -01:29 | -01:24 | 03:28 | 14:14 | 04:57 | 03:55 |
 | Undying | 11 | 100.00% | 47.7 | 45.45% | -10.89% | +29.55% | -12.12% | -10.87% | 06:18 | 01:22 | 05:13 | 07:08 | 09:03 | 11:29 | 03:50 | 03:07 |
 | Rubick | 16 | 100.00% | 46.5 | 43.75% | +0.89% | -23.75% | +31.25% | 9.30% | 04:44 | -01:28 | 02:23 | 03:00 | 08:18 | 13:05 | 05:55 | 04:08 |
 | Terrorblade | 5 | 45.45% | 45.3 | 60.00% | -8.29% | +40.00% | -60.00% | -7.95% | 05:27 | 01:10 | 01:43 | 07:34 | 14:18 | 14:18 | 12:35 | 05:33 |
 | Mars | 13 | 81.25% | 44.2 | 46.15% | +1.58% | +3.85% | -12.82% | -3.13% | 02:51 | -01:29 | 01:03 | 02:59 | 06:23 | 08:10 | 05:20 | 03:22 |
 | Death Prophet | 7 | 100.00% | 43.0 | 42.86% | -1.44% | -9.53% | +7.14% | 6.99% | 06:41 | 01:41 | 06:04 | 07:28 | 08:27 | 13:01 | 02:23 | 03:36 |
 | Grimstroke | 23 | 92.00% | 41.9 | 43.48% | -1.37% | -0.62% | -10.15% | -1.58% | 04:25 | -01:29 | 01:37 | 03:14 | 07:39 | 19:54 | 06:02 | 05:09 |
 | Earth Spirit | 14 | 93.33% | 40.7 | 42.86% | -5.79% | +37.14% | -9.53% | -12.56% | 04:15 | 00:48 | 03:03 | 04:28 | 06:46 | 07:38 | 03:43 | 02:08 |
 | Void Spirit | 13 | 72.22% | 39.5 | 46.15% | -4.42% | +3.85% | +20.52% | 4.13% | 07:18 | 02:43 | 05:21 | 08:30 | 09:23 | 12:46 | 04:02 | 03:10 |
 | Viper | 5 | 100.00% | 38.4 | 40.00% | +0.42% | -40.00% | +60.00% | 35.71% | 04:47 | 02:52 | 03:50 | 06:10 | 06:38 | 06:38 | 02:48 | 01:34 |
 | Venomancer | 5 | 100.00% | 37.2 | 40.00% | -10.85% | -40.00% | -40.00% | 0.00% | 06:35 | 03:01 | 05:05 | 08:13 | 09:05 | 09:05 | 04:00 | 02:29 |
 | Clockwerk | 5 | 100.00% | 36.0 | 40.00% | -2.42% | +60.00% | -40.00% | -34.29% | 02:48 | 01:07 | 02:12 | 03:01 | 05:07 | 05:07 | 02:55 | 01:28 |
 | Pangolier | 5 | 83.33% | 34.9 | 40.00% | +3.41% | -40.00% | +60.00% | 9.65% | 06:45 | 02:48 | 03:04 | 09:13 | 13:26 | 13:26 | 10:22 | 04:31 |
 | Abaddon | 2 | 66.67% | 33.7 | 50.00% | -26.19% | 0.00% | 0.00% | 0.00% | 13:10 | 11:42 | 14:38 | 14:38 | 14:38 | 14:38 | 00:00 | 02:04 |
 | Mirana | 12 | 100.00% | 32.6 | 33.33% | +2.14% | -33.33% | +33.34% | 12.66% | 02:31 | -01:29 | -01:29 | 02:49 | 06:45 | 07:24 | 08:14 | 03:26 |
 | Winter Wyvern | 6 | 100.00% | 31.4 | 33.33% | +8.33% | 0.00% | -33.33% | -8.93% | 03:33 | 01:04 | 03:08 | 03:08 | 06:52 | 06:52 | 03:44 | 02:16 |
 | Ember Spirit | 10 | 100.00% | 30.2 | 30.00% | -2.17% | -30.00% | +20.00% | 13.45% | 05:32 | -01:29 | 04:54 | 06:19 | 08:37 | 13:06 | 03:43 | 03:51 |
 | Dark Seer | 6 | 85.71% | 29.1 | 33.33% | -6.41% | 0.00% | -33.33% | -5.06% | 03:54 | 00:47 | 02:15 | 04:31 | 08:50 | 08:50 | 06:35 | 03:00 |
 | Kunkka | 2 | 50.00% | 27.9 | 50.00% | -4.55% | 0.00% | 0.00% | 0.00% | 03:11 | 02:18 | 04:04 | 04:04 | 04:04 | 04:04 | 00:00 | 01:14 |
 | Storm Spirit | 2 | 50.00% | 26.7 | 50.00% | -5.56% | 0.00% | 0.00% | 0.00% | 02:30 | -01:24 | 06:24 | 06:24 | 06:24 | 06:24 | 00:00 | 05:30 |
 | Keeper of the Light | 10 | 90.91% | 25.6 | 30.00% | -17.76% | +20.00% | -30.00% | -5.59% | 05:03 | 00:08 | 01:14 | 06:23 | 10:11 | 10:24 | 08:57 | 04:09 |
 | Juggernaut | 7 | 87.50% | 24.4 | 28.57% | +1.49% | +4.76% | +21.43% | 1.22% | 05:49 | -01:29 | 01:10 | 07:30 | 14:47 | 15:43 | 13:37 | 06:59 |
 | Legion Commander | 4 | 100.00% | 23.3 | 25.00% | -2.08% | +25.00% | -25.00% | -6.47% | 05:29 | -01:29 | 02:47 | 10:06 | 10:31 | 10:31 | 07:44 | 05:50 |
 | Alchemist | 2 | 40.00% | 22.1 | 50.00% | +6.79% | 0.00% | 0.00% | 0.00% | 01:40 | 00:14 | 03:06 | 03:06 | 03:06 | 03:06 | 00:00 | 02:01 |
 | Gyrocopter | 5 | 100.00% | 20.9 | 20.00% | -19.22% | +30.00% | -20.00% | -8.11% | 02:32 | -01:29 | 00:46 | 04:57 | 06:56 | 06:56 | 06:10 | 03:22 |
 | Phantom Lancer | 3 | 42.86% | 19.8 | 33.33% | -2.90% | -33.33% | +66.67% | 0.00% | 00:08 | -01:29 | 00:54 | 00:58 | 00:58 | 00:58 | 00:04 | 01:23 |
 | Queen of Pain | 4 | 57.14% | 18.6 | 25.00% | -14.58% | +25.00% | -25.00% | -20.27% | 06:09 | 04:05 | 05:48 | 06:26 | 08:16 | 08:16 | 02:28 | 01:43 |
 | Pugna | 2 | 66.67% | 17.4 | 0.00% | -32.26% | 0.00% | 0.00% | 0.00% | 06:29 | 03:38 | 09:20 | 09:20 | 09:20 | 09:20 | 00:00 | 04:01 |
 | Bloodseeker | 3 | 75.00% | 16.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 03:15 | 02:02 | 03:44 | 03:58 | 03:58 | 03:58 | 00:14 | 01:03 |
 | Doom | 1 | 100.00% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:45 | 03:45 | 03:45 | 03:45 | 03:45 | 03:45 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 100.00% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 00:00 | 00:00 |
 | Lina | 2 | 40.00% | 12.8 | 0.00% | -54.35% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Jakiro | 1 | 100.00% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:16 | 03:16 | 03:16 | 03:16 | 03:16 | 03:16 | 00:00 | 00:00 |
 | Lich | 1 | 100.00% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:43 | 00:43 | 00:43 | 00:43 | 00:43 | 00:43 | 00:00 | 00:00 |
 | Brewmaster | 1 | 100.00% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 00:00 | 00:00 |
 | Anti-Mage | 1 | 100.00% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:24 | 01:24 | 01:24 | 01:24 | 01:24 | 01:24 | 00:00 | 00:00 |
 | Drow Ranger | 1 | 50.00% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:38 | 08:38 | 08:38 | 08:38 | 08:38 | 08:38 | 00:00 | 00:00 |
 | Timbersaw | 1 | 100.00% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Enigma | 2 | 66.67% | 4.7 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 09:19 | 06:40 | 11:57 | 11:57 | 11:57 | 11:57 | 00:00 | 03:44 |
 | Luna | 1 | 100.00% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:40 | 01:40 | 01:40 | 01:40 | 01:40 | 01:40 | 00:00 | 00:00 |
 | Slark | 1 | 33.33% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Skywrath Mage | 2 | 66.67% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:07 | -01:29 | 01:43 | 01:43 | 01:43 | 01:43 | 00:00 | 02:15 |