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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 | |
 | Aghanim's Scepter | 753 | 12.59% | 85.8 | 58.96% | +13.19% | +0.61% | +1.68% | 0.09% | 28:48 | 12:35 | 21:23 | 27:35 | 33:36 | 1:08:01 | 09:02 |
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 | |
 | Tinker | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 100.00% | 98.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 |
 | Storm Spirit | 9 | 26.47% | 97.6 | 88.89% | +20.89% | -38.89% | +11.11% | 0.00% | 32:06 | 26:56 | 30:41 | 31:44 | 32:16 | 39:05 | 01:35 | 01:10 |
 | Arc Warden | 1 | 50.00% | 96.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 00:00 | 00:00 |
 | Chen | 9 | 14.75% | 95.3 | 88.89% | +27.35% | +11.11% | -38.89% | 0.00% | 38:15 | 26:24 | 32:15 | 36:01 | 43:18 | 49:24 | 11:03 | 08:11 |
 | Bristleback | 59 | 96.72% | 94.1 | 62.71% | +62.71% | +17.29% | -9.38% | -9.70% | 17:58 | 13:37 | 15:54 | 16:57 | 18:39 | 29:50 | 02:45 | 02:02 |
 | Shadow Demon | 2 | 25.00% | 92.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:36 | 30:20 | 30:20 | 42:51 | 42:51 | 42:51 | 12:31 | 09:16 |
 | Dawnbreaker | 26 | 14.13% | 91.8 | 73.08% | +31.94% | -1.65% | -6.41% | -0.76% | 29:02 | 18:42 | 25:34 | 27:35 | 31:49 | 46:49 | 06:15 | 04:37 |
 | Disruptor | 5 | 29.41% | 90.6 | 80.00% | +38.33% | +20.00% | +20.00% | 0.00% | 40:50 | 29:46 | 29:46 | 40:48 | 44:45 | 50:17 | 14:59 | 11:05 |
 | Ember Spirit | 47 | 47.96% | 89.4 | 61.70% | +22.48% | +21.63% | +4.97% | -2.30% | 31:52 | 21:11 | 27:47 | 31:48 | 35:01 | 49:32 | 07:14 | 05:21 |
 | Gyrocopter | 8 | 66.67% | 88.2 | 62.50% | +37.50% | -12.50% | +37.50% | 6.24% | 20:13 | 12:36 | 13:22 | 16:02 | 21:23 | 45:12 | 08:01 | 05:56 |
 | Winter Wyvern | 16 | 10.06% | 87.1 | 75.00% | +25.35% | +25.00% | +25.00% | 0.00% | 27:22 | 20:22 | 22:32 | 25:04 | 28:46 | 39:25 | 06:14 | 04:37 |
 | Vengeful Spirit | 8 | 57.14% | 85.9 | 62.50% | +45.83% | -62.50% | -12.50% | 41.67% | 20:48 | 16:39 | 16:58 | 17:24 | 18:10 | 40:25 | 01:12 | 00:53 |
 | Pudge | 35 | 79.55% | 84.7 | 54.29% | +20.96% | -9.85% | +12.38% | 5.21% | 20:17 | 14:39 | 17:20 | 18:49 | 21:36 | 31:56 | 04:16 | 03:09 |
 | Terrorblade | 4 | 5.41% | 83.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 49:33 | 46:15 | 46:15 | 46:39 | 47:54 | 57:22 | 01:39 | 01:13 |
 | Rubick | 4 | 5.41% | 82.4 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 39:09 | 28:45 | 28:45 | 38:44 | 40:45 | 48:22 | 12:00 | 08:53 |
 | Dragon Knight | 23 | 38.33% | 81.2 | 60.87% | +14.92% | +22.46% | +5.80% | -2.35% | 33:36 | 21:14 | 29:22 | 33:05 | 36:28 | 49:36 | 07:06 | 05:15 |
 | Earth Spirit | 3 | 9.38% | 80.0 | 100.00% | +44.83% | 0.00% | 0.00% | 0.00% | 40:29 | 32:06 | 32:06 | 34:24 | 54:58 | 54:58 | 22:52 | 16:56 |
 | Necrophos | 3 | 9.38% | 78.8 | 100.00% | +41.38% | 0.00% | 0.00% | 0.00% | 38:45 | 31:01 | 31:01 | 41:40 | 43:33 | 43:33 | 12:32 | 09:17 |
 | Bounty Hunter | 1 | 33.33% | 77.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 00:00 | 00:00 |
 | Zeus | 74 | 62.18% | 76.5 | 54.05% | +22.94% | -6.68% | -15.16% | -1.52% | 28:26 | 18:41 | 25:53 | 27:41 | 31:27 | 45:05 | 05:34 | 04:07 |
 | Spectre | 16 | 64.00% | 75.3 | 56.25% | +34.03% | -6.25% | +43.75% | 6.52% | 28:02 | 19:03 | 23:10 | 27:20 | 30:50 | 37:34 | 07:40 | 05:40 |
 | Visage | 13 | 16.46% | 74.1 | 69.23% | +8.62% | -2.56% | -35.90% | -3.21% | 27:06 | 17:16 | 19:28 | 26:04 | 29:51 | 45:43 | 10:23 | 07:41 |
 | Clockwerk | 16 | 13.01% | 72.9 | 68.75% | +22.02% | -43.75% | +6.25% | 4.91% | 32:29 | 21:45 | 25:50 | 31:46 | 36:01 | 44:43 | 10:11 | 07:32 |
 | Void Spirit | 80 | 78.43% | 71.8 | 50.00% | +36.36% | +10.00% | -10.00% | -3.68% | 23:38 | 14:29 | 20:06 | 23:07 | 25:32 | 40:02 | 05:26 | 04:01 |
 | Monkey King | 11 | 9.91% | 70.6 | 72.73% | +29.73% | +27.27% | -6.06% | -4.06% | 30:30 | 20:11 | 24:24 | 31:19 | 32:37 | 51:15 | 08:13 | 06:05 |
 | Night Stalker | 3 | 6.25% | 69.4 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 17:21 | 16:23 | 16:23 | 16:24 | 19:15 | 19:15 | 02:52 | 02:07 |
 | Viper | 6 | 6.67% | 68.2 | 83.33% | +35.71% | +16.67% | -83.33% | -13.61% | 39:17 | 30:02 | 37:12 | 37:51 | 44:33 | 45:38 | 07:21 | 05:26 |
 | Brewmaster | 36 | 85.71% | 67.1 | 47.22% | +30.55% | +19.45% | -13.89% | -4.66% | 22:59 | 16:41 | 18:40 | 21:17 | 25:49 | 36:59 | 07:09 | 05:17 |
 | Keeper of the Light | 8 | 9.64% | 65.9 | 75.00% | +29.67% | -25.00% | +25.00% | 0.00% | 38:17 | 18:02 | 28:22 | 41:55 | 42:39 | 56:39 | 14:17 | 10:34 |
 | Snapfire | 17 | 11.33% | 64.7 | 64.71% | +12.08% | +35.29% | -14.71% | -3.22% | 31:46 | 16:14 | 24:20 | 31:59 | 39:51 | 41:13 | 15:31 | 11:29 |
 | Pangolier | 8 | 9.30% | 63.5 | 75.00% | +31.41% | -25.00% | +25.00% | 0.00% | 35:03 | 24:55 | 25:01 | 33:21 | 36:45 | 52:06 | 11:44 | 08:41 |
 | Bane | 3 | 5.45% | 62.4 | 100.00% | +44.23% | 0.00% | 0.00% | 0.00% | 49:01 | 39:26 | 39:26 | 45:38 | 1:01:59 | 1:01:59 | 22:33 | 16:42 |
 | Weaver | 9 | 16.98% | 61.2 | 66.67% | +37.12% | +33.33% | -66.67% | -5.85% | 29:15 | 19:48 | 20:27 | 27:42 | 37:33 | 40:29 | 17:06 | 12:40 |
 | Leshrac | 6 | 23.08% | 60.0 | 66.67% | +36.67% | +33.33% | -66.67% | 0.00% | 31:30 | 25:03 | 26:56 | 27:43 | 34:32 | 43:01 | 07:36 | 05:37 |
 | Kunkka | 10 | 16.13% | 58.8 | 60.00% | +13.85% | +6.67% | -10.00% | 0.00% | 37:34 | 30:19 | 32:44 | 33:51 | 40:22 | 58:42 | 07:38 | 05:39 |
 | Tusk | 8 | 12.31% | 57.6 | 62.50% | +13.38% | -12.50% | -12.50% | 0.00% | 31:04 | 21:13 | 26:01 | 31:31 | 33:15 | 38:10 | 07:14 | 05:21 |
 | Centaur Warrunner | 3 | 27.27% | 56.5 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 39:06 | 34:17 | 34:17 | 35:24 | 47:38 | 47:38 | 13:21 | 09:53 |
 | Alchemist | 19 | 27.14% | 55.3 | 47.37% | +4.23% | -27.37% | +12.63% | 1.88% | 30:31 | 14:31 | 17:15 | 33:25 | 38:29 | 56:46 | 21:14 | 15:43 |
 | Dark Seer | 6 | 42.86% | 54.1 | 50.00% | +25.00% | 0.00% | -50.00% | -15.79% | 18:04 | 12:35 | 17:05 | 17:31 | 20:15 | 21:05 | 03:10 | 02:20 |
 | Grimstroke | 7 | 17.95% | 52.9 | 57.14% | +25.89% | -57.14% | +42.86% | 84.51% | 31:48 | 30:18 | 30:20 | 31:12 | 31:31 | 34:34 | 01:11 | 00:52 |
 | Phantom Assassin | 3 | 20.00% | 51.8 | 66.67% | +41.67% | -66.67% | 0.00% | 0.00% | 35:33 | 30:49 | 30:49 | 36:12 | 39:37 | 39:37 | 08:48 | 06:31 |
 | Venomancer | 5 | 17.86% | 50.6 | 60.00% | +16.52% | +40.00% | -60.00% | -5.08% | 27:48 | 14:42 | 14:42 | 27:37 | 34:22 | 44:30 | 19:40 | 14:34 |
 | Hoodwink | 2 | 3.85% | 49.4 | 100.00% | +58.00% | 0.00% | 0.00% | 0.00% | 53:34 | 45:26 | 45:26 | 1:01:41 | 1:01:41 | 1:01:41 | 16:15 | 12:02 |
 | Abaddon | 3 | 15.00% | 48.2 | 66.67% | +31.38% | -66.67% | 0.00% | 0.00% | 33:10 | 27:49 | 27:49 | 30:43 | 40:59 | 40:59 | 13:10 | 09:45 |
 | Tidehunter | 9 | 60.00% | 47.1 | 33.33% | 0.00% | -33.33% | +16.67% | 4.88% | 23:32 | 15:58 | 17:36 | 22:09 | 27:51 | 33:43 | 10:15 | 07:35 |
 | Naga Siren | 6 | 66.67% | 45.9 | 33.33% | 0.00% | -33.33% | -33.33% | 0.00% | 33:09 | 20:48 | 21:01 | 21:22 | 36:00 | 1:08:01 | 14:59 | 11:05 |
 | Slark | 3 | 75.00% | 44.7 | 33.33% | -66.67% | -33.33% | 0.00% | 2.96% | 27:33 | 22:12 | 22:12 | 27:00 | 33:27 | 33:27 | 11:15 | 08:20 |
 | Tiny | 18 | 6.19% | 43.5 | 44.44% | -9.04% | +35.56% | -19.44% | -6.76% | 27:27 | 19:38 | 23:13 | 26:42 | 31:21 | 40:22 | 08:08 | 06:01 |
 | Huskar | 2 | 40.00% | 42.4 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 24:38 | 24:14 | 24:14 | 25:01 | 25:01 | 25:01 | 00:47 | 00:34 |
 | Luna | 3 | 8.82% | 41.2 | 66.67% | -1.07% | +33.33% | 0.00% | 0.00% | 35:22 | 22:10 | 22:10 | 40:35 | 43:22 | 43:22 | 21:12 | 15:42 |
 | Undying | 1 | 7.69% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 00:00 | 00:00 |
 | Morphling | 3 | 8.57% | 38.8 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 28:59 | 23:33 | 23:33 | 30:42 | 32:42 | 32:42 | 09:09 | 06:46 |
 | Lycan | 6 | 12.50% | 37.6 | 50.00% | -14.29% | 0.00% | -50.00% | -7.67% | 34:18 | 26:32 | 27:27 | 27:35 | 33:58 | 60:44 | 06:31 | 04:49 |
 | Lone Druid | 1 | 4.35% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 00:00 | 00:00 |
 | Templar Assassin | 7 | 8.75% | 35.3 | 42.86% | -11.93% | +7.14% | +57.14% | 0.00% | 34:17 | 22:53 | 23:37 | 31:30 | 32:39 | 52:03 | 09:02 | 06:41 |
 | Medusa | 1 | 2.27% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 2.13% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.96% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 00:00 | 00:00 |
 | Elder Titan | 2 | 16.67% | 30.6 | 50.00% | -20.00% | -50.00% | 0.00% | 0.00% | 35:43 | 32:04 | 32:04 | 39:21 | 39:21 | 39:21 | 07:17 | 05:23 |
 | Warlock | 1 | 1.25% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 00:00 | 00:00 |
 | Death Prophet | 1 | 1.14% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 |
 | Juggernaut | 1 | 1.06% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:47 | 30:47 | 30:47 | 30:47 | 30:47 | 30:47 | 00:00 | 00:00 |
 | Razor | 4 | 2.74% | 25.9 | 50.00% | +1.41% | +50.00% | -50.00% | 0.00% | 47:42 | 30:37 | 30:37 | 42:10 | 52:34 | 1:05:26 | 21:57 | 16:15 |
 | Troll Warlord | 2 | 11.11% | 24.7 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 22:50 | 22:11 | 22:11 | 23:29 | 23:29 | 23:29 | 01:18 | 00:57 |
 | Slardar | 2 | 9.52% | 23.5 | 50.00% | +18.42% | -50.00% | 0.00% | 0.00% | 37:09 | 30:54 | 30:54 | 43:24 | 43:24 | 43:24 | 12:30 | 09:15 |
 | Puck | 4 | 1.67% | 22.4 | 50.00% | -7.63% | -50.00% | +50.00% | 0.00% | 56:00 | 35:09 | 35:09 | 56:36 | 1:05:55 | 1:06:19 | 30:46 | 22:47 |
 | Invoker | 2 | 7.41% | 21.2 | 50.00% | +6.00% | +50.00% | 0.00% | 0.00% | 34:38 | 28:35 | 28:35 | 40:40 | 40:40 | 40:40 | 12:05 | 08:57 |
 | Ursa | 2 | 5.00% | 20.0 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 28:00 | 24:24 | 24:24 | 31:36 | 31:36 | 31:36 | 07:12 | 05:20 |
 | Timbersaw | 8 | 9.20% | 18.8 | 25.00% | -14.24% | +25.00% | -25.00% | 0.00% | 34:30 | 26:50 | 28:50 | 31:34 | 41:17 | 42:27 | 12:27 | 09:13 |
 | Mirana | 3 | 7.69% | 17.6 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 29:39 | 26:14 | 26:14 | 30:29 | 32:13 | 32:13 | 05:59 | 04:25 |
 | Beastmaster | 2 | 1.80% | 16.5 | 50.00% | -9.63% | +50.00% | 0.00% | 0.00% | 29:36 | 17:31 | 17:31 | 41:41 | 41:41 | 41:41 | 24:10 | 17:54 |
 | Skywrath Mage | 3 | 5.26% | 15.3 | 33.33% | +1.85% | -33.33% | 0.00% | 0.00% | 38:36 | 35:17 | 35:17 | 40:02 | 40:29 | 40:29 | 05:12 | 03:51 |
 | Batrider | 3 | 4.17% | 14.1 | 33.33% | -17.39% | -33.33% | 0.00% | 0.00% | 45:42 | 41:04 | 41:04 | 41:17 | 54:44 | 54:44 | 13:40 | 10:07 |
 | Mars | 1 | 1.16% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Nature's Prophet | 2 | 2.63% | 11.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 39:22 | 22:41 | 22:41 | 56:03 | 56:03 | 56:03 | 33:22 | 24:42 |
 | Enchantress | 1 | 0.95% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Jakiro | 1 | 2.78% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 00:00 | 00:00 |
 | Doom | 3 | 3.45% | 8.2 | 0.00% | -46.43% | 0.00% | 0.00% | 0.00% | 49:06 | 38:42 | 38:42 | 43:31 | 1:05:04 | 1:05:04 | 26:22 | 19:31 |
 | Chaos Knight | 1 | 1.30% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Wraith King | 1 | 3.70% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 00:00 | 00:00 |
 | Earthshaker | 1 | 2.86% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 00:00 | 00:00 |
 | Enigma | 1 | 1.04% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:08 | 60:08 | 60:08 | 60:08 | 60:08 | 60:08 | 00:00 | 00:00 |
 | Broodmother | 1 | 33.33% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 00:00 | 00:00 |
 | Dazzle | 1 | 1.03% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |