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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 | |
 | Fluffy Hat | 1014 | 11.01% | 52.1 | 52.56% | +5.08% | +4.53% | -2.36% | -0.83% | 08:35 | -01:30 | 03:40 | 07:07 | 12:01 | 59:33 | 06:11 |
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 | |
 | Lone Druid | 6 | 54.55% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 03:16 | 02:12 | 02:13 | 02:42 | 03:19 | 06:18 | 01:06 | 00:48 |
 | Chen | 8 | 38.10% | 98.8 | 87.50% | +49.04% | +12.50% | +12.50% | 0.00% | 21:37 | 13:49 | 19:33 | 21:58 | 22:17 | 28:38 | 02:44 | 02:01 |
 | Pangolier | 135 | 73.77% | 97.6 | 59.26% | +21.76% | -0.44% | +5.45% | 2.21% | 04:33 | -01:29 | 02:52 | 03:55 | 05:32 | 18:47 | 02:40 | 01:58 |
 | Monkey King | 104 | 53.61% | 96.4 | 57.69% | +4.36% | -7.69% | 0.00% | 1.88% | 05:47 | -01:29 | 03:17 | 05:02 | 07:22 | 28:04 | 04:05 | 03:01 |
 | Viper | 7 | 9.72% | 95.2 | 85.71% | +34.94% | +14.29% | -35.71% | -15.00% | 05:34 | 01:19 | 03:31 | 05:44 | 06:51 | 09:21 | 03:20 | 02:28 |
 | Tidehunter | 15 | 9.80% | 94.0 | 73.33% | +22.61% | +26.67% | -23.33% | 0.00% | 04:46 | -01:29 | 02:31 | 04:40 | 05:31 | 12:21 | 03:00 | 02:13 |
 | Abaddon | 24 | 26.67% | 92.8 | 62.50% | +12.50% | +4.17% | -12.50% | -3.20% | 16:44 | -01:29 | 14:51 | 17:03 | 20:04 | 40:44 | 05:13 | 03:51 |
 | Io | 4 | 4.88% | 91.6 | 100.00% | +44.87% | 0.00% | 0.00% | 0.00% | 26:22 | 19:34 | 19:34 | 21:52 | 24:58 | 39:04 | 05:24 | 04:00 |
 | Tusk | 47 | 25.27% | 90.4 | 55.32% | +10.00% | +3.01% | +11.35% | 1.68% | 10:35 | 02:29 | 07:02 | 09:54 | 11:59 | 24:33 | 04:57 | 03:40 |
 | Shadow Shaman | 7 | 3.80% | 89.2 | 85.71% | +38.82% | +14.29% | +14.29% | 0.00% | 09:35 | 06:17 | 07:07 | 07:55 | 11:03 | 14:29 | 03:56 | 02:54 |
 | Phantom Assassin | 20 | 21.51% | 88.0 | 60.00% | +10.68% | -20.00% | 0.00% | 9.68% | 05:04 | 01:05 | 02:00 | 03:01 | 04:04 | 22:04 | 02:04 | 01:31 |
 | Nyx Assassin | 39 | 18.40% | 86.7 | 56.41% | +3.23% | +3.59% | +13.59% | 1.57% | 12:22 | -01:29 | 08:58 | 11:42 | 15:21 | 25:37 | 06:23 | 04:43 |
 | Nature's Prophet | 4 | 2.92% | 85.5 | 100.00% | +48.12% | 0.00% | 0.00% | 0.00% | 02:42 | 02:08 | 02:08 | 02:37 | 03:00 | 03:04 | 00:52 | 00:38 |
 | Dragon Knight | 11 | 20.37% | 84.3 | 63.64% | +17.13% | +3.03% | +3.03% | 0.00% | 03:56 | 02:04 | 02:51 | 03:45 | 04:04 | 08:45 | 01:13 | 00:54 |
 | Riki | 42 | 56.00% | 83.1 | 47.62% | +26.41% | -2.17% | -7.62% | -3.03% | 03:53 | 01:26 | 02:15 | 02:54 | 04:03 | 19:06 | 01:48 | 01:20 |
 | Mars | 17 | 6.44% | 81.9 | 64.71% | +17.75% | +10.29% | +35.29% | 4.20% | 06:09 | -01:24 | 02:42 | 04:24 | 08:39 | 18:43 | 05:57 | 04:24 |
 | Ember Spirit | 30 | 22.90% | 80.7 | 53.33% | +9.77% | +21.67% | -24.76% | -5.90% | 07:39 | 01:07 | 02:46 | 07:35 | 10:38 | 26:59 | 07:52 | 05:49 |
 | Phoenix | 16 | 8.16% | 79.5 | 62.50% | -3.06% | -12.50% | +37.50% | 5.99% | 14:21 | -01:29 | 10:11 | 14:26 | 18:32 | 30:07 | 08:21 | 06:11 |
 | Witch Doctor | 42 | 36.21% | 78.3 | 47.62% | -3.73% | +34.20% | +2.38% | -6.41% | 13:59 | 03:30 | 10:16 | 12:14 | 15:14 | 59:33 | 04:58 | 03:40 |
 | Death Prophet | 43 | 19.63% | 77.1 | 48.84% | -1.73% | -12.48% | -3.39% | 1.31% | 08:16 | -01:29 | 04:37 | 09:37 | 11:32 | 19:53 | 06:55 | 05:07 |
 | Puck | 4 | 1.20% | 75.9 | 100.00% | +45.12% | 0.00% | 0.00% | 0.00% | 07:59 | 05:02 | 05:02 | 05:20 | 05:29 | 16:04 | 00:27 | 00:20 |
 | Razor | 14 | 35.90% | 74.7 | 50.00% | -14.00% | -50.00% | +50.00% | 32.09% | 06:48 | 04:03 | 05:11 | 07:00 | 08:18 | 09:12 | 03:07 | 02:18 |
 | Omniknight | 1 | 20.00% | 73.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:13 | 10:13 | 10:13 | 10:13 | 10:13 | 10:13 | 00:00 | 00:00 |
 | Crystal Maiden | 35 | 28.46% | 72.3 | 45.71% | +1.39% | -1.27% | -1.27% | 0.00% | 13:21 | -01:29 | 10:41 | 13:17 | 15:26 | 25:21 | 04:45 | 03:31 |
 | Ursa | 14 | 11.67% | 71.1 | 57.14% | +17.52% | +17.86% | -23.81% | 0.00% | 04:19 | 01:56 | 02:49 | 04:25 | 05:00 | 08:24 | 02:11 | 01:37 |
 | Enchantress | 15 | 17.86% | 69.9 | 53.33% | +1.16% | +21.67% | +21.67% | 0.00% | 18:25 | 07:58 | 09:49 | 18:14 | 23:39 | 32:45 | 13:50 | 10:14 |
 | Winter Wyvern | 2 | 5.71% | 68.7 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 20:54 | 09:32 | 09:32 | 32:15 | 32:15 | 32:15 | 22:43 | 16:49 |
 | Keeper of the Light | 27 | 15.52% | 67.5 | 48.15% | -6.95% | +23.28% | -19.58% | -4.32% | 09:51 | -01:30 | 01:48 | 09:00 | 11:43 | 39:39 | 09:55 | 07:20 |
 | Shadow Demon | 2 | 4.55% | 66.3 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 04:23 | -01:21 | -01:21 | 10:06 | 10:06 | 10:06 | 11:27 | 08:28 |
 | Dark Willow | 2 | 4.26% | 65.1 | 100.00% | +51.11% | 0.00% | 0.00% | 0.00% | 06:11 | -01:29 | -01:29 | 13:51 | 13:51 | 13:51 | 15:20 | 11:21 |
 | Undying | 19 | 20.65% | 63.9 | 42.11% | +7.86% | +37.89% | -2.11% | -9.56% | 14:18 | -01:29 | 12:33 | 14:38 | 16:44 | 24:33 | 04:11 | 03:05 |
 | Earth Spirit | 8 | 3.28% | 62.7 | 62.50% | +19.70% | +37.50% | +37.50% | 0.00% | 11:51 | 07:26 | 10:10 | 12:02 | 13:07 | 14:44 | 02:57 | 02:11 |
 | Lich | 1 | 11.11% | 61.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:35 | 11:35 | 11:35 | 11:35 | 11:35 | 11:35 | 00:00 | 00:00 |
 | Oracle | 18 | 11.11% | 60.2 | 44.44% | -9.73% | -24.44% | +5.56% | 2.80% | 14:35 | 06:48 | 10:08 | 13:06 | 20:52 | 23:53 | 10:44 | 07:57 |
 | Timbersaw | 4 | 3.36% | 59.0 | 75.00% | +21.09% | +25.00% | +25.00% | 0.00% | 04:50 | 01:50 | 01:50 | 04:31 | 04:48 | 08:09 | 02:58 | 02:11 |
 | Weaver | 37 | 41.57% | 57.8 | 32.43% | -11.80% | +12.01% | -10.21% | -12.58% | 04:21 | -01:29 | 03:24 | 04:22 | 05:10 | 14:31 | 01:46 | 01:18 |
 | Clockwerk | 10 | 8.55% | 56.6 | 50.00% | -7.94% | +16.67% | +50.00% | 5.30% | 15:25 | 11:25 | 12:15 | 14:11 | 18:32 | 22:00 | 06:17 | 04:39 |
 | Bloodseeker | 8 | 7.77% | 55.4 | 50.00% | +4.74% | -50.00% | +50.00% | 44.44% | 03:58 | -01:29 | 02:26 | 04:08 | 04:41 | 08:03 | 02:15 | 01:40 |
 | Lifestealer | 4 | 21.05% | 54.2 | 50.00% | +10.00% | +50.00% | -50.00% | 0.00% | 05:05 | 02:23 | 02:23 | 03:18 | 06:55 | 07:44 | 04:32 | 03:21 |
 | Legion Commander | 10 | 17.86% | 53.0 | 40.00% | -1.30% | -6.67% | +10.00% | 3.12% | 04:42 | -01:28 | 02:02 | 02:33 | 07:23 | 14:58 | 05:21 | 03:57 |
 | Morphling | 5 | 4.27% | 51.8 | 60.00% | +11.79% | -60.00% | +40.00% | 0.00% | -00:20 | -01:29 | -01:29 | -01:29 | -01:29 | 04:17 | 00:00 | 00:00 |
 | Mirana | 8 | 5.56% | 50.6 | 50.00% | +2.21% | 0.00% | 0.00% | 0.00% | 15:44 | 07:28 | 08:04 | 10:00 | 11:23 | 35:35 | 03:19 | 02:27 |
 | Ancient Apparition | 3 | 5.56% | 49.4 | 66.67% | +19.61% | +33.33% | 0.00% | 0.00% | 15:33 | 10:20 | 10:20 | 18:00 | 18:18 | 18:18 | 07:58 | 05:54 |
 | Sand King | 3 | 4.41% | 48.2 | 66.67% | +17.44% | +33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lion | 10 | 9.35% | 47.0 | 40.00% | -9.48% | -6.67% | +10.00% | 0.00% | 10:10 | 05:08 | 09:21 | 09:30 | 12:56 | 14:28 | 03:35 | 02:39 |
 | Clinkz | 3 | 50.00% | 45.8 | 33.33% | +33.33% | +66.67% | 0.00% | -26.85% | 03:54 | 02:52 | 02:52 | 03:28 | 05:21 | 05:21 | 02:29 | 01:50 |
 | Troll Warlord | 10 | 6.29% | 44.6 | 40.00% | -17.72% | +26.67% | -40.00% | 0.00% | 07:10 | 03:13 | 04:13 | 06:12 | 09:26 | 14:45 | 05:13 | 03:51 |
 | Slardar | 1 | 2.94% | 43.4 | 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 |
 | Anti-Mage | 1 | 2.50% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 00:00 | 00:00 |
 | Windranger | 1 | 2.22% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 |
 | Gyrocopter | 11 | 22.92% | 39.8 | 27.27% | -13.27% | -27.27% | +6.06% | 5.49% | 08:40 | 03:19 | 04:17 | 08:50 | 10:21 | 15:43 | 06:04 | 04:29 |
 | Bounty Hunter | 7 | 28.00% | 38.6 | 28.57% | -21.43% | +21.43% | +21.43% | 0.00% | 09:45 | 03:15 | 05:30 | 06:22 | 10:24 | 21:36 | 04:54 | 03:37 |
 | Medusa | 1 | 1.18% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:15 | 07:15 | 07:15 | 07:15 | 07:15 | 07:15 | 00:00 | 00:00 |
 | Disruptor | 5 | 8.33% | 36.1 | 40.00% | -20.00% | -40.00% | -40.00% | 0.00% | 14:17 | 11:34 | 11:34 | 14:13 | 15:36 | 16:25 | 04:02 | 02:59 |
 | Void Spirit | 7 | 2.26% | 34.9 | 42.86% | -8.96% | +7.14% | +7.14% | 0.00% | 11:03 | 07:43 | 10:42 | 11:22 | 12:03 | 12:30 | 01:21 | 01:00 |
 | Lycan | 1 | 1.11% | 33.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |
 | Slark | 13 | 29.55% | 32.5 | 23.08% | -22.08% | +10.25% | -23.08% | -6.51% | 06:02 | 02:26 | 02:57 | 05:27 | 08:04 | 13:25 | 05:07 | 03:47 |
 | Enigma | 1 | 1.04% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |
 | Beastmaster | 4 | 2.25% | 30.1 | 50.00% | -9.77% | -50.00% | +50.00% | 0.00% | 07:08 | 02:42 | 02:42 | 05:17 | 05:22 | 15:12 | 02:40 | 01:58 |
 | Batrider | 1 | 0.68% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 00:00 | 00:00 |
 | Jakiro | 2 | 8.70% | 27.7 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 10:56 | 08:28 | 08:28 | 13:23 | 13:23 | 13:23 | 04:55 | 03:38 |
 | Spirit Breaker | 8 | 22.22% | 26.5 | 25.00% | -17.86% | +75.00% | -25.00% | -13.30% | 13:18 | 05:35 | 08:44 | 12:24 | 16:15 | 20:12 | 07:31 | 05:34 |
 | Drow Ranger | 2 | 6.90% | 25.3 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 08:08 | 02:57 | 02:57 | 13:19 | 13:19 | 13:19 | 10:22 | 07:40 |
 | Invoker | 2 | 2.74% | 24.1 | 50.00% | +4.93% | -50.00% | 0.00% | 0.00% | 08:44 | 05:10 | 05:10 | 12:17 | 12:17 | 12:17 | 07:07 | 05:16 |
 | Terrorblade | 9 | 10.47% | 22.9 | 22.22% | -31.03% | +27.78% | -22.22% | 0.00% | 03:37 | -01:29 | 01:13 | 03:03 | 06:18 | 08:12 | 05:05 | 03:45 |
 | Ogre Magi | 3 | 5.45% | 21.7 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 17:16 | 14:57 | 14:57 | 17:20 | 19:30 | 19:30 | 04:33 | 03:22 |
 | Rubick | 2 | 1.03% | 20.5 | 50.00% | +3.89% | +50.00% | 0.00% | 0.00% | 08:36 | 03:29 | 03:29 | 13:43 | 13:43 | 13:43 | 10:14 | 07:34 |
 | Wraith King | 3 | 1.30% | 19.3 | 33.33% | -23.50% | -33.33% | 0.00% | 0.00% | 10:03 | 04:28 | 04:28 | 04:55 | 20:46 | 20:46 | 16:18 | 12:04 |
 | Elder Titan | 5 | 5.10% | 18.1 | 20.00% | -42.37% | -20.00% | -20.00% | 0.00% | 14:24 | 11:51 | 11:51 | 14:09 | 14:47 | 18:21 | 02:56 | 02:10 |
 | Grimstroke | 11 | 6.25% | 16.9 | 9.09% | -28.49% | -9.09% | +24.24% | 4.44% | 14:17 | 02:58 | 11:04 | 14:35 | 18:34 | 22:32 | 07:30 | 05:33 |
 | Broodmother | 1 | 11.11% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:10 | 06:10 | 06:10 | 06:10 | 06:10 | 06:10 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 12.50% | 14.5 | 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 |
 | Spectre | 1 | 16.67% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 0.83% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 00:00 | 00:00 |
 | Snapfire | 2 | 11.76% | 10.8 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 12:17 | 11:18 | 11:18 | 13:15 | 13:15 | 13:15 | 01:57 | 01:26 |
 | Venomancer | 2 | 3.92% | 9.6 | 0.00% | -40.82% | 0.00% | 0.00% | 0.00% | 06:24 | 04:49 | 04:49 | 07:58 | 07:58 | 07:58 | 03:09 | 02:20 |
 | Dark Seer | 1 | 1.82% | 8.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 00:00 | 00:00 |
 | Underlord | 1 | 1.30% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:48 | 02:48 | 02:48 | 02:48 | 02:48 | 02:48 | 00:00 | 00:00 |
 | Juggernaut | 1 | 0.83% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 00:00 | 00:00 |
 | Brewmaster | 1 | 1.89% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:09 | 16:09 | 16:09 | 16:09 | 16:09 | 16:09 | 00:00 | 00:00 |
 | Visage | 1 | 20.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 10.00% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:32 | 02:32 | 02:32 | 02:32 | 02:32 | 02:32 | 00:00 | 00:00 |
 | Pudge | 1 | 100.00% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 00:00 | 00:00 |