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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 | |
 | Trusty Shovel | 285 | 1.58% | 28.6 | 48.42% | -1.22% | +6.51% | -3.35% | 0.00% | 11:31 | 08:00 | 09:00 | 11:00 | 12:00 | 41:00 | 02:13 |
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 | |
 | Magnus | 4 | 2.86% | 100.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 10:45 | 08:00 | 08:00 | 11:00 | 11:00 | 13:00 | 03:00 | 02:13 |
 | Snapfire | 13 | 10.83% | 98.6 | 61.54% | +17.61% | -28.21% | +5.13% | 33.34% | 10:42 | 08:00 | 10:00 | 10:00 | 11:00 | 15:00 | 01:00 | 00:44 |
 | Earthshaker | 8 | 2.03% | 97.3 | 75.00% | +22.03% | -25.00% | -25.00% | 0.00% | 10:30 | 08:00 | 08:00 | 11:00 | 12:00 | 13:00 | 04:00 | 02:57 |
 | Weaver | 11 | 4.01% | 95.9 | 63.64% | +10.03% | +3.03% | +3.03% | 0.00% | 14:00 | 09:00 | 10:00 | 11:00 | 12:00 | 41:00 | 02:00 | 01:28 |
 | Ember Spirit | 7 | 3.11% | 94.6 | 71.43% | +22.81% | -21.43% | -21.43% | 0.00% | 08:17 | 08:00 | 08:00 | 08:00 | 08:00 | 09:00 | 00:00 | 00:00 |
 | Lion | 11 | 8.27% | 93.2 | 54.55% | +12.75% | -21.22% | +12.12% | 11.11% | 12:22 | 09:00 | 09:00 | 10:00 | 12:00 | 25:00 | 03:00 | 02:13 |
 | Lina | 8 | 3.14% | 91.9 | 62.50% | +11.49% | -12.50% | -12.50% | 0.00% | 08:53 | 08:00 | 08:00 | 08:00 | 10:00 | 11:00 | 02:00 | 01:28 |
 | Elder Titan | 24 | 9.92% | 90.5 | 41.67% | -17.50% | +8.33% | +8.33% | 0.00% | 12:35 | 09:00 | 10:00 | 12:00 | 13:00 | 26:00 | 03:00 | 02:13 |
 | Spectre | 2 | 1.75% | 89.2 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 10:30 | 09:00 | 09:00 | 12:00 | 12:00 | 12:00 | 03:00 | 02:13 |
 | Terrorblade | 2 | 1.68% | 87.8 | 100.00% | +54.70% | 0.00% | 0.00% | 0.00% | 09:30 | 08:00 | 08:00 | 11:00 | 11:00 | 11:00 | 03:00 | 02:13 |
 | Io | 23 | 10.50% | 86.5 | 39.13% | -10.87% | +10.87% | +10.87% | 0.00% | 13:21 | 08:00 | 10:00 | 11:00 | 13:00 | 39:00 | 03:00 | 02:13 |
 | Templar Assassin | 2 | 1.30% | 85.1 | 100.00% | +48.68% | 0.00% | 0.00% | 0.00% | 08:30 | 08:00 | 08:00 | 09:00 | 09:00 | 09:00 | 01:00 | 00:44 |
 | Ogre Magi | 7 | 4.09% | 83.8 | 57.14% | +10.19% | -7.14% | -57.14% | -25.00% | 12:34 | 10:00 | 10:00 | 11:00 | 12:00 | 22:00 | 02:00 | 01:28 |
 | Chen | 2 | 1.17% | 82.4 | 100.00% | +40.24% | 0.00% | 0.00% | 0.00% | 13:00 | 10:00 | 10:00 | 16:00 | 16:00 | 16:00 | 06:00 | 04:26 |
 | Bane | 2 | 1.07% | 81.1 | 100.00% | +47.57% | 0.00% | 0.00% | 0.00% | 17:30 | 10:00 | 10:00 | 25:00 | 25:00 | 25:00 | 15:00 | 11:06 |
 | Rubick | 2 | 0.68% | 79.7 | 100.00% | +55.29% | 0.00% | 0.00% | 0.00% | 09:30 | 09:00 | 09:00 | 10:00 | 10:00 | 10:00 | 01:00 | 00:44 |
 | Winter Wyvern | 5 | 3.25% | 78.4 | 60.00% | +8.32% | +40.00% | +40.00% | 0.00% | 12:12 | 09:00 | 09:00 | 13:00 | 14:00 | 14:00 | 05:00 | 03:42 |
 | Lycan | 6 | 5.04% | 77.0 | 50.00% | -3.10% | -50.00% | +50.00% | 50.00% | 11:00 | 09:00 | 10:00 | 10:00 | 12:00 | 14:00 | 02:00 | 01:28 |
 | Legion Commander | 3 | 3.19% | 75.7 | 66.67% | +26.01% | -66.67% | 0.00% | 0.00% | 16:00 | 11:00 | 11:00 | 13:00 | 24:00 | 24:00 | 13:00 | 09:37 |
 | Luna | 3 | 2.70% | 74.3 | 66.67% | +14.82% | +33.33% | 0.00% | 0.00% | 08:40 | 08:00 | 08:00 | 09:00 | 09:00 | 09:00 | 01:00 | 00:44 |
 | Disruptor | 6 | 3.90% | 73.0 | 50.00% | -3.38% | 0.00% | +50.00% | 0.00% | 11:50 | 10:00 | 11:00 | 12:00 | 13:00 | 13:00 | 02:00 | 01:28 |
 | Clockwerk | 6 | 2.96% | 71.6 | 50.00% | +7.36% | +50.00% | -50.00% | -16.67% | 15:10 | 09:00 | 09:00 | 12:00 | 15:00 | 33:00 | 06:00 | 04:26 |
 | Earth Spirit | 3 | 2.04% | 70.3 | 66.67% | +18.06% | +33.33% | 0.00% | 0.00% | 14:00 | 11:00 | 11:00 | 11:00 | 20:00 | 20:00 | 09:00 | 06:40 |
 | Ancient Apparition | 3 | 1.73% | 68.9 | 66.67% | +10.79% | -66.67% | 0.00% | 0.00% | 15:00 | 12:00 | 12:00 | 13:00 | 20:00 | 20:00 | 08:00 | 05:55 |
 | Enchantress | 3 | 1.45% | 67.6 | 66.67% | +18.14% | -66.67% | 0.00% | 0.00% | 15:00 | 10:00 | 10:00 | 12:00 | 23:00 | 23:00 | 13:00 | 09:37 |
 | Monkey King | 8 | 7.77% | 66.2 | 37.50% | -14.08% | +62.50% | -37.50% | -33.33% | 11:08 | 09:00 | 09:00 | 11:00 | 12:00 | 13:00 | 03:00 | 02:13 |
 | Phoenix | 4 | 3.20% | 64.9 | 50.00% | +2.07% | +50.00% | -50.00% | 0.00% | 12:15 | 11:00 | 11:00 | 11:00 | 12:00 | 15:00 | 01:00 | 00:44 |
 | Slark | 1 | 1.06% | 63.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Death Prophet | 1 | 0.91% | 62.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 00:00 |
 | Nature's Prophet | 8 | 3.15% | 60.8 | 37.50% | -13.31% | -37.50% | -37.50% | 0.00% | 11:45 | 09:00 | 10:00 | 11:00 | 13:00 | 16:00 | 03:00 | 02:13 |
 | Undying | 4 | 2.19% | 59.5 | 50.00% | -4.75% | +50.00% | +50.00% | 0.00% | 10:30 | 10:00 | 10:00 | 10:00 | 10:00 | 12:00 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 0.52% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Naga Siren | 1 | 0.48% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 0.48% | 55.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 00:00 |
 | Invoker | 1 | 0.47% | 54.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 0.46% | 52.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 0.38% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Batrider | 1 | 0.36% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Abaddon | 2 | 4.26% | 48.6 | 50.00% | -12.22% | +50.00% | 0.00% | 0.00% | 12:00 | 11:00 | 11:00 | 13:00 | 13:00 | 13:00 | 02:00 | 01:28 |
 | Medusa | 2 | 2.86% | 47.3 | 50.00% | -5.88% | -50.00% | 0.00% | 0.00% | 08:30 | 08:00 | 08:00 | 09:00 | 09:00 | 09:00 | 01:00 | 00:44 |
 | Dawnbreaker | 2 | 2.70% | 45.9 | 50.00% | -2.78% | +50.00% | 0.00% | 0.00% | 12:30 | 12:00 | 12:00 | 13:00 | 13:00 | 13:00 | 01:00 | 00:44 |
 | Mirana | 6 | 1.78% | 44.6 | 33.33% | -21.35% | +16.67% | -33.33% | 0.00% | 12:00 | 10:00 | 11:00 | 11:00 | 14:00 | 15:00 | 03:00 | 02:13 |
 | Venomancer | 2 | 2.08% | 43.2 | 50.00% | -2.13% | -50.00% | 0.00% | 0.00% | 12:30 | 11:00 | 11:00 | 14:00 | 14:00 | 14:00 | 03:00 | 02:13 |
 | Night Stalker | 2 | 2.06% | 41.9 | 50.00% | -0.53% | +50.00% | 0.00% | 0.00% | 11:00 | 09:00 | 09:00 | 13:00 | 13:00 | 13:00 | 04:00 | 02:57 |
 | Tidehunter | 7 | 2.73% | 40.5 | 28.57% | -20.83% | +21.43% | -28.57% | 0.00% | 10:51 | 09:00 | 09:00 | 11:00 | 11:00 | 13:00 | 02:00 | 01:28 |
 | Oracle | 2 | 1.67% | 39.2 | 50.00% | -0.85% | +50.00% | 0.00% | 0.00% | 10:30 | 10:00 | 10:00 | 11:00 | 11:00 | 11:00 | 01:00 | 00:44 |
 | Ursa | 2 | 1.46% | 37.8 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 09:00 | 08:00 | 08:00 | 10:00 | 10:00 | 10:00 | 02:00 | 01:28 |
 | Wraith King | 2 | 1.13% | 36.5 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 10:30 | 10:00 | 10:00 | 11:00 | 11:00 | 11:00 | 01:00 | 00:44 |
 | Leshrac | 2 | 1.00% | 35.1 | 50.00% | -2.76% | -50.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Tusk | 2 | 0.92% | 33.8 | 50.00% | -2.09% | +50.00% | 0.00% | 0.00% | 10:30 | 10:00 | 10:00 | 11:00 | 11:00 | 11:00 | 01:00 | 00:44 |
 | Timbersaw | 3 | 2.26% | 32.4 | 33.33% | -13.59% | -33.33% | 0.00% | 0.00% | 10:20 | 08:00 | 08:00 | 10:00 | 13:00 | 13:00 | 05:00 | 03:42 |
 | Troll Warlord | 4 | 5.80% | 31.1 | 25.00% | -15.00% | -25.00% | +75.00% | 0.00% | 08:15 | 08:00 | 08:00 | 08:00 | 08:00 | 09:00 | 00:00 | 00:00 |
 | Sven | 3 | 1.75% | 29.7 | 33.33% | -18.46% | -33.33% | 0.00% | 0.00% | 08:40 | 08:00 | 08:00 | 08:00 | 10:00 | 10:00 | 02:00 | 01:28 |
 | Kunkka | 3 | 1.35% | 28.4 | 33.33% | -21.46% | +66.67% | 0.00% | 0.00% | 08:20 | 08:00 | 08:00 | 08:00 | 09:00 | 09:00 | 01:00 | 00:44 |
 | Storm Spirit | 3 | 1.30% | 27.0 | 33.33% | -22.18% | -33.33% | 0.00% | 0.00% | 08:20 | 08:00 | 08:00 | 08:00 | 09:00 | 09:00 | 01:00 | 00:44 |
 | Silencer | 6 | 2.83% | 25.7 | 16.67% | -29.45% | -16.67% | -16.67% | 0.00% | 12:10 | 10:00 | 11:00 | 11:00 | 14:00 | 15:00 | 03:00 | 02:13 |
 | Gyrocopter | 6 | 2.28% | 24.3 | 16.67% | -38.58% | +33.33% | -16.67% | 0.00% | 09:20 | 09:00 | 09:00 | 09:00 | 10:00 | 10:00 | 01:00 | 00:44 |
 | Void Spirit | 2 | 3.70% | 23.0 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 09:30 | 09:00 | 09:00 | 10:00 | 10:00 | 10:00 | 01:00 | 00:44 |
 | Slardar | 1 | 1.28% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Pugna | 1 | 1.00% | 20.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Faceless Void | 1 | 0.42% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Mars | 2 | 2.53% | 17.6 | 0.00% | -33.77% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Morphling | 1 | 0.53% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 0.44% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |
 | Dark Willow | 1 | 0.69% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.54% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 |
 | Treant Protector | 3 | 2.68% | 10.8 | 0.00% | -49.54% | 0.00% | 0.00% | 0.00% | 14:40 | 10:00 | 10:00 | 13:00 | 21:00 | 21:00 | 11:00 | 08:08 |
 | Razor | 1 | 0.44% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Omniknight | 1 | 2.17% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 00:00 | 00:00 |
 | Sand King | 1 | 0.47% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 0.54% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Tiny | 2 | 0.65% | 4.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 09:30 | 08:00 | 08:00 | 11:00 | 11:00 | 11:00 | 03:00 | 02:13 |
 | Dark Seer | 2 | 1.10% | 2.7 | 0.00% | -50.84% | 0.00% | 0.00% | 0.00% | 09:00 | 08:00 | 08:00 | 10:00 | 10:00 | 10:00 | 02:00 | 01:28 |
 | Jakiro | 3 | 3.41% | 1.4 | 0.00% | -37.65% | 0.00% | 0.00% | 0.00% | 11:00 | 08:00 | 08:00 | 11:00 | 14:00 | 14:00 | 06:00 | 04:26 |