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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 | 624 | 99.05% | 78.0 | 49.84% | -4.84% | -4.62% | -6.25% | -0.49% | 04:57 | -01:29 | 03:14 | 04:54 | 06:32 | 23:18 | 03:34 |
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 | |
 | Chaos Knight | 2 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:30 | 04:23 | 04:37 | 04:37 | 04:37 | 04:37 | 00:00 | 00:09 |
 | Ogre Magi | 1 | 100.00% | 98.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:12 | 09:12 | 09:12 | 09:12 | 09:12 | 09:12 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 100.00% | 97.7 | 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 |
 | Queen of Pain | 1 | 100.00% | 96.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:33 | 04:33 | 04:33 | 04:33 | 04:33 | 04:33 | 00:00 | 00:00 |
 | Luna | 1 | 100.00% | 95.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:51 | 04:51 | 04:51 | 04:51 | 04:51 | 04:51 | 00:00 | 00:00 |
 | Underlord | 4 | 100.00% | 94.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:23 | 01:30 | 04:14 | 05:17 | 06:29 | 06:29 | 02:15 | 02:07 |
 | Bounty Hunter | 1 | 100.00% | 93.2 | 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 |
 | Zeus | 1 | 100.00% | 92.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:59 | 04:59 | 04:59 | 04:59 | 04:59 | 04:59 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 100.00% | 90.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:59 | 05:59 | 05:59 | 05:59 | 05:59 | 05:59 | 00:00 | 00:00 |
 | Naga Siren | 1 | 100.00% | 89.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:25 | 05:25 | 05:25 | 05:25 | 05:25 | 05:25 | 00:00 | 00:00 |
 | Nature's Prophet | 8 | 80.00% | 88.6 | 87.50% | -3.33% | +12.50% | +12.50% | 0.00% | 04:51 | 01:45 | 03:37 | 04:42 | 06:05 | 10:34 | 02:28 | 02:40 |
 | Snapfire | 4 | 100.00% | 87.5 | 75.00% | -6.82% | +25.00% | +25.00% | 0.00% | 04:23 | 03:17 | 03:48 | 05:06 | 05:20 | 05:20 | 01:32 | 00:59 |
 | Abaddon | 4 | 100.00% | 86.4 | 75.00% | -9.62% | -25.00% | +25.00% | 7.23% | 05:55 | 03:52 | 04:10 | 04:32 | 11:05 | 11:05 | 06:55 | 03:27 |
 | Phantom Assassin | 4 | 100.00% | 85.2 | 75.00% | -8.33% | -25.00% | +25.00% | 0.00% | 05:24 | 04:35 | 05:21 | 05:31 | 06:09 | 06:09 | 00:48 | 00:38 |
 | Dark Willow | 4 | 100.00% | 84.1 | 75.00% | +1.67% | +25.00% | -75.00% | -40.54% | 02:57 | -01:29 | 03:17 | 04:15 | 05:45 | 05:45 | 02:28 | 03:07 |
 | Wraith King | 22 | 100.00% | 83.0 | 72.73% | -3.70% | -1.30% | -32.73% | -20.72% | 03:08 | 00:49 | 02:26 | 03:24 | 03:57 | 04:32 | 01:31 | 01:02 |
 | Phoenix | 14 | 100.00% | 81.8 | 71.43% | -4.01% | +8.57% | -4.76% | -4.57% | 07:29 | 04:50 | 06:14 | 08:06 | 09:09 | 10:51 | 02:55 | 01:56 |
 | Invoker | 7 | 100.00% | 80.7 | 71.43% | -1.03% | -4.76% | -21.43% | -16.67% | 04:50 | 03:36 | 05:01 | 05:09 | 05:12 | 05:51 | 00:11 | 00:48 |
 | Enigma | 10 | 100.00% | 79.5 | 70.00% | -5.00% | +5.00% | +30.00% | 7.08% | 06:45 | 02:18 | 05:33 | 06:58 | 09:05 | 10:59 | 03:32 | 02:23 |
 | Earthshaker | 10 | 100.00% | 78.4 | 70.00% | -2.00% | -20.00% | -20.00% | 0.00% | 02:31 | -01:29 | -01:29 | 04:31 | 05:11 | 08:12 | 06:40 | 03:40 |
 | Monkey King | 10 | 100.00% | 77.3 | 70.00% | -5.63% | +5.00% | -20.00% | -20.00% | 02:57 | 01:38 | 02:50 | 03:11 | 04:05 | 04:18 | 01:15 | 00:55 |
 | Slardar | 3 | 100.00% | 76.1 | 66.67% | 0.00% | -16.67% | +33.33% | 19.11% | 04:11 | 02:25 | 03:45 | 06:22 | 06:22 | 06:22 | 02:37 | 02:00 |
 | Gyrocopter | 3 | 100.00% | 75.0 | 66.67% | +1.45% | +33.33% | -66.67% | -100.00% | 03:21 | 03:03 | 03:28 | 03:31 | 03:31 | 03:31 | 00:03 | 00:15 |
 | Beastmaster | 15 | 100.00% | 73.9 | 66.67% | -6.51% | +13.33% | -41.67% | -11.19% | 11:59 | 03:54 | 09:49 | 13:23 | 14:44 | 16:48 | 04:55 | 03:30 |
 | Viper | 12 | 100.00% | 72.7 | 66.67% | +1.53% | +33.33% | 0.00% | -7.35% | 05:26 | -01:29 | 03:56 | 05:40 | 08:28 | 10:30 | 04:32 | 03:11 |
 | Kunkka | 11 | 100.00% | 71.6 | 63.64% | -4.16% | +11.36% | -30.31% | -41.67% | 04:17 | 01:44 | 04:26 | 04:54 | 05:08 | 05:46 | 00:42 | 01:19 |
 | Medusa | 8 | 100.00% | 70.5 | 62.50% | +0.53% | +4.17% | -12.50% | -3.36% | 05:21 | 03:05 | 03:46 | 04:17 | 08:44 | 10:57 | 04:58 | 02:52 |
 | Nyx Assassin | 15 | 100.00% | 69.3 | 60.00% | -4.84% | +20.00% | -10.00% | -6.47% | 03:10 | -01:29 | -01:29 | 05:01 | 06:07 | 07:28 | 07:36 | 03:32 |
 | Alchemist | 5 | 100.00% | 68.2 | 60.00% | -11.83% | -10.00% | +40.00% | 28.04% | 02:41 | 01:45 | 01:53 | 03:26 | 03:40 | 03:40 | 01:47 | 00:52 |
 | Keeper of the Light | 12 | 100.00% | 67.0 | 58.33% | -2.54% | -8.33% | +8.34% | 6.29% | 03:50 | -01:29 | 03:14 | 04:28 | 05:53 | 07:33 | 02:39 | 02:47 |
 | Mirana | 14 | 100.00% | 65.9 | 57.14% | -8.88% | +2.86% | -23.81% | -14.29% | 05:22 | -01:29 | 04:08 | 05:21 | 06:00 | 19:47 | 01:52 | 04:59 |
 | Tusk | 7 | 100.00% | 64.8 | 57.14% | -1.19% | -23.81% | -7.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Pangolier | 7 | 100.00% | 63.6 | 57.14% | -9.13% | -23.81% | +42.86% | 26.85% | 07:38 | 05:04 | 06:30 | 08:53 | 08:59 | 10:31 | 02:29 | 01:57 |
 | Tiny | 7 | 100.00% | 62.5 | 57.14% | -11.61% | -57.14% | +42.86% | 40.82% | 02:06 | -01:29 | 01:20 | 03:43 | 03:47 | 05:40 | 02:27 | 02:45 |
 | Clockwerk | 9 | 100.00% | 61.4 | 55.56% | -6.20% | +11.11% | -5.56% | -3.60% | 02:06 | -01:29 | -01:29 | 02:57 | 06:07 | 12:07 | 07:36 | 04:52 |
 | Mars | 28 | 100.00% | 60.2 | 53.57% | -3.00% | +8.93% | -25.00% | -14.97% | 05:16 | 03:10 | 04:02 | 05:00 | 06:18 | 08:45 | 02:16 | 01:35 |
 | Puck | 19 | 100.00% | 59.1 | 52.63% | -6.52% | -19.30% | -12.63% | 4.76% | 07:43 | 04:40 | 05:20 | 06:04 | 06:44 | 23:18 | 01:24 | 04:59 |
 | Witch Doctor | 23 | 100.00% | 58.0 | 52.17% | -8.59% | +19.26% | +14.50% | -1.09% | 07:24 | 02:28 | 05:22 | 06:55 | 09:45 | 15:02 | 04:23 | 03:15 |
 | Lycan | 1 | 33.33% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Bloodseeker | 2 | 100.00% | 55.7 | 50.00% | -8.82% | 0.00% | 0.00% | 0.00% | 01:44 | 01:19 | 02:08 | 02:08 | 02:08 | 02:08 | 00:00 | 00:34 |
 | Crystal Maiden | 14 | 100.00% | 54.5 | 50.00% | -2.17% | +50.00% | -16.67% | -14.13% | 08:13 | 03:43 | 06:12 | 07:07 | 10:55 | 17:20 | 04:43 | 03:29 |
 | Sven | 2 | 100.00% | 53.4 | 50.00% | +7.69% | 0.00% | 0.00% | 0.00% | 04:03 | 03:24 | 04:41 | 04:41 | 04:41 | 04:41 | 00:00 | 00:54 |
 | Axe | 2 | 100.00% | 52.3 | 50.00% | -14.00% | 0.00% | 0.00% | 0.00% | 05:15 | 03:14 | 07:16 | 07:16 | 07:16 | 07:16 | 00:00 | 02:51 |
 | Batrider | 12 | 100.00% | 51.1 | 50.00% | -5.17% | 0.00% | -50.00% | -49.18% | 03:57 | -01:29 | 03:53 | 04:26 | 04:54 | 05:47 | 01:01 | 01:48 |
 | Shadow Fiend | 2 | 100.00% | 50.0 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:11 | 03:40 | 04:42 | 04:42 | 04:42 | 04:42 | 00:00 | 00:43 |
 | Slark | 4 | 100.00% | 48.9 | 50.00% | -2.38% | 0.00% | -50.00% | -23.81% | 03:08 | 02:25 | 02:33 | 02:55 | 04:39 | 04:39 | 02:06 | 01:01 |
 | Night Stalker | 2 | 100.00% | 47.7 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:58 | 05:37 | 06:19 | 06:19 | 06:19 | 06:19 | 00:00 | 00:29 |
 | Tidehunter | 21 | 100.00% | 46.6 | 47.62% | -5.36% | -30.95% | +12.38% | 22.61% | 05:27 | 02:22 | 04:26 | 05:15 | 06:21 | 11:44 | 01:55 | 01:55 |
 | Oracle | 15 | 100.00% | 45.5 | 46.67% | -6.34% | -6.67% | +3.33% | 3.73% | 07:15 | 03:01 | 06:30 | 08:02 | 09:11 | 11:07 | 02:41 | 02:18 |
 | Timbersaw | 11 | 100.00% | 44.3 | 45.45% | -2.31% | +29.55% | -12.12% | -18.94% | 05:49 | 02:36 | 04:43 | 05:28 | 06:55 | 10:43 | 02:12 | 02:24 |
 | Terrorblade | 7 | 100.00% | 43.2 | 42.86% | +2.07% | -9.53% | -42.86% | -33.33% | 03:28 | 01:54 | 03:39 | 03:49 | 04:15 | 04:17 | 00:36 | 00:53 |
 | Ember Spirit | 7 | 100.00% | 42.0 | 42.86% | -2.73% | -9.53% | +57.14% | 32.52% | 04:55 | 04:02 | 04:07 | 04:49 | 06:10 | 06:33 | 02:03 | 01:02 |
 | Lina | 7 | 100.00% | 40.9 | 42.86% | -10.08% | -9.53% | +7.14% | 16.67% | 04:38 | 03:31 | 04:23 | 05:03 | 05:15 | 05:39 | 00:52 | 00:44 |
 | Earth Spirit | 26 | 96.30% | 39.8 | 42.31% | -1.58% | -4.81% | -8.98% | -0.56% | 02:37 | -01:29 | -01:29 | -01:26 | 08:56 | 12:14 | 10:25 | 04:54 |
 | Sand King | 5 | 100.00% | 38.6 | 40.00% | -4.23% | +10.00% | -40.00% | -18.29% | 04:15 | 02:54 | 03:31 | 04:21 | 06:15 | 06:15 | 02:44 | 01:15 |
 | Leshrac | 5 | 100.00% | 37.5 | 40.00% | 0.00% | +10.00% | +60.00% | 7.39% | 05:55 | 02:25 | 03:15 | 07:33 | 10:01 | 10:01 | 06:46 | 03:07 |
 | Phantom Lancer | 5 | 100.00% | 36.4 | 40.00% | -6.94% | -40.00% | -40.00% | 0.00% | 05:07 | 02:50 | 04:17 | 06:04 | 06:45 | 06:45 | 02:28 | 01:33 |
 | Shadow Shaman | 13 | 100.00% | 35.2 | 38.46% | -1.54% | -13.46% | -5.13% | 1.74% | 02:40 | -01:29 | -01:24 | 03:12 | 06:12 | 10:14 | 07:36 | 04:15 |
 | Death Prophet | 8 | 100.00% | 34.1 | 37.50% | +2.44% | -4.17% | +12.50% | 13.70% | 05:10 | 01:52 | 05:07 | 05:32 | 06:20 | 07:27 | 01:13 | 01:41 |
 | Juggernaut | 11 | 100.00% | 33.0 | 36.36% | -3.48% | +13.64% | -3.03% | -16.67% | 02:22 | 01:21 | 01:54 | 02:17 | 02:24 | 04:25 | 00:30 | 00:58 |
 | Morphling | 3 | 100.00% | 31.8 | 33.33% | 0.00% | -33.33% | +66.67% | 100.00% | 07:28 | 07:00 | 07:38 | 07:45 | 07:45 | 07:45 | 00:07 | 00:24 |
 | Windranger | 3 | 100.00% | 30.7 | 33.33% | -11.67% | -33.33% | +66.67% | 100.00% | 04:23 | 02:52 | 05:01 | 05:16 | 05:16 | 05:16 | 00:15 | 01:19 |
 | Grimstroke | 15 | 100.00% | 29.5 | 33.33% | -9.20% | +26.67% | +16.67% | -3.37% | 06:30 | 03:31 | 05:14 | 06:35 | 08:12 | 10:06 | 02:58 | 01:54 |
 | Legion Commander | 3 | 100.00% | 28.4 | 33.33% | +5.74% | -33.33% | +66.67% | 100.00% | 05:39 | 05:08 | 05:36 | 06:13 | 06:13 | 06:13 | 00:37 | 00:32 |
 | Dark Seer | 3 | 100.00% | 27.3 | 33.33% | -3.81% | +16.67% | -33.33% | -50.00% | 05:01 | 03:32 | 05:22 | 06:10 | 06:10 | 06:10 | 00:48 | 01:21 |
 | Venomancer | 6 | 100.00% | 26.1 | 33.33% | -10.33% | +33.34% | -33.33% | -18.18% | 03:54 | 01:58 | 03:00 | 04:18 | 06:40 | 06:40 | 03:40 | 01:53 |
 | Undying | 10 | 100.00% | 25.0 | 30.00% | -3.93% | -30.00% | +20.00% | 5.58% | 03:42 | -01:29 | -01:29 | 06:00 | 10:27 | 12:12 | 11:56 | 05:42 |
 | Weaver | 6 | 85.71% | 23.9 | 33.33% | -15.35% | +33.34% | -33.33% | -14.34% | 05:30 | 03:27 | 04:19 | 05:23 | 08:58 | 08:58 | 04:39 | 02:00 |
 | Void Spirit | 8 | 100.00% | 22.7 | 25.00% | +4.45% | +8.33% | -25.00% | -14.49% | 05:16 | 02:25 | 04:31 | 05:29 | 06:49 | 08:14 | 02:18 | 01:57 |
 | Anti-Mage | 4 | 100.00% | 21.6 | 25.00% | -6.71% | +25.00% | -25.00% | -12.05% | 08:10 | 05:46 | 07:26 | 07:51 | 11:35 | 11:35 | 04:09 | 02:27 |
 | Templar Assassin | 4 | 100.00% | 20.5 | 25.00% | +6.82% | -25.00% | +75.00% | 0.00% | 03:32 | 02:44 | 03:13 | 03:53 | 04:16 | 04:16 | 01:03 | 00:40 |
 | Enchantress | 8 | 100.00% | 19.3 | 25.00% | -4.73% | -25.00% | +75.00% | 41.67% | 06:57 | 04:49 | 05:55 | 07:22 | 08:19 | 09:07 | 02:24 | 01:27 |
 | Troll Warlord | 8 | 100.00% | 18.2 | 25.00% | -8.71% | +41.67% | -25.00% | -41.24% | 02:44 | 01:55 | 02:08 | 02:37 | 03:45 | 04:16 | 01:37 | 00:50 |
 | Outworld Destroyer | 9 | 100.00% | 17.0 | 22.22% | -1.53% | -22.22% | -22.22% | 0.00% | 09:23 | 06:32 | 08:30 | 10:05 | 11:15 | 11:56 | 02:45 | 01:51 |
 | Ursa | 10 | 100.00% | 15.9 | 20.00% | -7.97% | -20.00% | -20.00% | 0.00% | 02:33 | 01:36 | 02:10 | 02:23 | 03:43 | 04:22 | 01:33 | 00:51 |
 | Rubick | 10 | 100.00% | 14.8 | 20.00% | +3.58% | +5.00% | -20.00% | -25.00% | -01:04 | -01:29 | -01:29 | -01:29 | -01:28 | 02:43 | 00:01 | 01:19 |
 | Lion | 1 | 100.00% | 13.6 | 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 |
 | Centaur Warrunner | 2 | 100.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:04 | 05:41 | 10:27 | 10:27 | 10:27 | 10:27 | 00:00 | 03:22 |
 | Jakiro | 1 | 100.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:28 | 10:28 | 10:28 | 10:28 | 10:28 | 10:28 | 00:00 | 00:00 |
 | Broodmother | 1 | 100.00% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:46 | 15:46 | 15:46 | 15:46 | 15:46 | 15:46 | 00:00 | 00:00 |
 | Storm Spirit | 5 | 100.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:34 | 02:16 | 03:30 | 05:20 | 06:54 | 06:54 | 03:24 | 01:46 |
 | Drow Ranger | 1 | 100.00% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 00:00 | 00:00 |
 | Lifestealer | 1 | 100.00% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 00:00 | 00:00 |
 | Tinker | 1 | 100.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:25 | 06:25 | 06:25 | 06:25 | 06:25 | 06:25 | 00:00 | 00:00 |
 | Bristleback | 2 | 100.00% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:11 | 02:13 | 08:08 | 08:08 | 08:08 | 08:08 | 00:00 | 04:11 |
 | Riki | 5 | 100.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:45 | 04:47 | 04:48 | 05:44 | 08:26 | 08:26 | 03:38 | 01:32 |
 | Shadow Demon | 1 | 100.00% | 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 |
 | Visage | 2 | 100.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:26 | 05:18 | 05:34 | 05:34 | 05:34 | 05:34 | 00:00 | 00:11 |