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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 | 1300 | 15.59% | 78.2 | 59.00% | +14.76% | +2.54% | -1.46% | -0.31% | 30:01 | 12:15 | 22:42 | 29:27 | 35:25 | 1:11:28 | 09:25 |
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 | |
 | Elder Titan | 3 | 30.00% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 44:13 | 32:14 | 32:14 | 49:06 | 51:18 | 51:18 | 19:04 | 14:07 |
 | Dark Seer | 13 | 25.49% | 98.8 | 84.62% | +42.51% | +15.38% | -17.95% | -2.66% | 36:44 | 21:50 | 27:45 | 36:53 | 40:16 | 50:44 | 12:31 | 09:16 |
 | Huskar | 5 | 62.50% | 97.6 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 26:13 | 24:30 | 24:30 | 26:12 | 26:37 | 28:24 | 02:07 | 01:34 |
 | Pudge | 44 | 89.80% | 96.3 | 65.91% | +45.91% | +6.82% | -20.46% | -12.59% | 17:23 | 12:42 | 16:03 | 17:04 | 18:13 | 22:41 | 02:10 | 01:36 |
 | Ursa | 13 | 10.92% | 95.1 | 84.62% | +33.68% | +15.38% | -17.95% | 0.00% | 32:38 | 20:29 | 27:15 | 32:56 | 34:49 | 40:58 | 07:34 | 05:36 |
 | Tiny | 47 | 15.56% | 93.9 | 72.34% | +26.85% | +2.66% | +10.99% | 0.75% | 32:12 | 18:34 | 25:13 | 30:47 | 36:21 | 1:01:03 | 11:08 | 08:14 |
 | Outworld Destroyer | 18 | 69.23% | 92.7 | 66.67% | -8.33% | +13.33% | -66.67% | -22.64% | 19:14 | 15:59 | 17:00 | 18:26 | 20:32 | 25:48 | 03:32 | 02:37 |
 | Monkey King | 22 | 29.73% | 91.5 | 72.73% | +30.42% | -22.73% | +27.27% | 8.24% | 28:57 | 18:29 | 24:47 | 27:32 | 30:51 | 49:58 | 06:04 | 04:29 |
 | Clockwerk | 31 | 14.49% | 90.2 | 74.19% | +23.37% | +13.31% | -11.69% | -3.71% | 34:54 | 19:52 | 30:03 | 35:15 | 36:47 | 56:28 | 06:44 | 04:59 |
 | Spirit Breaker | 12 | 30.77% | 89.0 | 75.00% | +30.56% | -41.67% | -8.33% | 5.82% | 31:57 | 26:41 | 27:54 | 31:31 | 33:38 | 41:20 | 05:44 | 04:14 |
 | Keeper of the Light | 19 | 22.35% | 87.8 | 73.68% | +26.71% | +6.32% | +26.32% | 2.24% | 32:31 | 18:47 | 23:44 | 30:43 | 32:40 | 56:44 | 08:56 | 06:37 |
 | Viper | 14 | 36.84% | 86.6 | 71.43% | +25.60% | +3.57% | -38.10% | -4.22% | 22:26 | 16:20 | 17:45 | 19:43 | 27:37 | 34:56 | 09:52 | 07:18 |
 | Zeus | 30 | 58.82% | 85.4 | 63.33% | +49.04% | +24.17% | +8.10% | -1.29% | 30:26 | 19:08 | 23:43 | 29:02 | 36:08 | 47:34 | 12:25 | 09:11 |
 | Ember Spirit | 102 | 45.54% | 84.1 | 61.76% | +23.24% | +7.47% | +6.24% | -0.21% | 32:39 | 19:52 | 29:25 | 32:26 | 35:25 | 50:49 | 06:00 | 04:26 |
 | Naga Siren | 18 | 20.69% | 82.9 | 72.22% | +18.60% | -12.22% | +27.78% | 2.79% | 40:01 | 24:38 | 33:37 | 36:30 | 47:57 | 60:36 | 14:20 | 10:37 |
 | Arc Warden | 4 | 44.44% | 81.7 | 75.00% | +35.00% | +25.00% | -75.00% | 0.00% | 36:35 | 30:36 | 30:36 | 32:09 | 32:18 | 51:15 | 01:42 | 01:15 |
 | Slark | 69 | 92.00% | 80.5 | 56.52% | +56.52% | +2.30% | -21.23% | -5.91% | 21:48 | 14:53 | 18:43 | 20:40 | 22:42 | 56:15 | 03:59 | 02:57 |
 | Enigma | 4 | 5.88% | 79.3 | 100.00% | +48.44% | 0.00% | 0.00% | 0.00% | 46:59 | 40:11 | 40:11 | 46:09 | 48:45 | 52:49 | 08:34 | 06:20 |
 | Snapfire | 49 | 21.30% | 78.0 | 61.22% | +20.89% | +38.78% | -2.89% | -3.88% | 32:24 | 12:15 | 26:48 | 31:56 | 37:33 | 59:50 | 10:45 | 07:57 |
 | Broodmother | 26 | 18.18% | 76.8 | 65.38% | +13.24% | -8.24% | -32.05% | -2.45% | 30:57 | 15:40 | 26:04 | 28:41 | 35:48 | 49:27 | 09:44 | 07:12 |
 | Slardar | 1 | 33.33% | 75.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 34:05 | 00:00 | 00:00 |
 | Nature's Prophet | 79 | 33.47% | 74.4 | 56.96% | +4.73% | +8.04% | +8.04% | 0.00% | 19:04 | 12:28 | 15:06 | 16:47 | 21:14 | 55:54 | 06:08 | 04:32 |
 | Earth Spirit | 3 | 8.82% | 73.2 | 100.00% | +64.52% | 0.00% | 0.00% | 0.00% | 29:08 | 23:47 | 23:47 | 26:24 | 37:13 | 37:13 | 13:26 | 09:57 |
 | Spectre | 49 | 92.45% | 72.0 | 51.02% | +26.02% | +40.65% | -26.02% | -23.95% | 21:15 | 16:48 | 18:44 | 19:51 | 21:31 | 39:54 | 02:47 | 02:03 |
 | Visage | 12 | 24.00% | 70.7 | 66.67% | +6.14% | -33.34% | 0.00% | 0.00% | 34:09 | 23:10 | 26:33 | 34:00 | 36:17 | 55:18 | 09:44 | 07:12 |
 | Storm Spirit | 19 | 45.24% | 69.5 | 57.89% | +18.76% | -37.89% | +2.11% | 8.03% | 36:15 | 30:03 | 31:37 | 34:19 | 36:36 | 1:11:28 | 04:59 | 03:41 |
 | Timbersaw | 21 | 42.86% | 68.3 | 57.14% | +7.14% | +22.86% | -37.14% | -3.82% | 31:22 | 19:45 | 22:05 | 32:24 | 37:48 | 45:08 | 15:43 | 11:38 |
 | Disruptor | 54 | 44.26% | 67.1 | 53.70% | -8.06% | +24.87% | -7.55% | -3.74% | 35:40 | 23:07 | 30:55 | 33:52 | 39:35 | 57:48 | 08:40 | 06:25 |
 | Bristleback | 17 | 100.00% | 65.9 | 47.06% | +47.06% | +27.94% | +27.94% | 0.00% | 18:04 | 14:44 | 16:03 | 16:54 | 20:08 | 22:33 | 04:05 | 03:01 |
 | Doom | 30 | 27.78% | 64.6 | 56.67% | +16.93% | -6.67% | +29.04% | 2.83% | 40:30 | 24:48 | 33:50 | 38:06 | 46:28 | 1:01:46 | 12:38 | 09:21 |
 | Pangolier | 81 | 43.55% | 63.4 | 50.62% | +4.91% | +14.38% | -15.62% | -3.73% | 30:49 | 20:50 | 25:59 | 29:12 | 34:02 | 56:04 | 08:03 | 05:57 |
 | Brewmaster | 17 | 51.52% | 62.2 | 52.94% | -9.56% | -2.94% | +22.06% | 3.44% | 24:47 | 15:47 | 18:42 | 23:50 | 25:58 | 44:06 | 07:16 | 05:22 |
 | Primal Beast | 35 | 26.52% | 61.0 | 54.29% | +8.93% | +23.49% | +1.27% | -3.13% | 29:45 | 21:56 | 25:36 | 28:52 | 32:42 | 39:06 | 07:06 | 05:15 |
 | Mirana | 13 | 6.07% | 59.8 | 69.23% | +14.50% | -2.56% | -2.56% | 0.00% | 31:03 | 20:37 | 24:20 | 30:23 | 32:34 | 42:50 | 08:14 | 06:05 |
 | Shadow Demon | 8 | 24.24% | 58.5 | 62.50% | +10.50% | +37.50% | -12.50% | 0.00% | 37:31 | 21:52 | 29:50 | 33:54 | 43:54 | 49:18 | 14:04 | 10:25 |
 | Tidehunter | 5 | 8.33% | 57.3 | 80.00% | +16.36% | +20.00% | +20.00% | 0.00% | 22:44 | 16:38 | 16:38 | 20:24 | 20:46 | 35:54 | 04:08 | 03:03 |
 | Tusk | 63 | 19.69% | 56.1 | 49.21% | +6.02% | +19.54% | -5.46% | -3.18% | 35:51 | 21:38 | 31:01 | 34:26 | 38:53 | 1:06:21 | 07:52 | 05:49 |
 | Dragon Knight | 28 | 52.83% | 54.9 | 46.43% | +22.43% | +10.71% | -17.86% | -5.46% | 30:29 | 22:43 | 27:00 | 29:45 | 32:14 | 41:13 | 05:14 | 03:52 |
 | Treant Protector | 4 | 1.20% | 53.7 | 100.00% | +44.98% | 0.00% | 0.00% | 0.00% | 42:52 | 36:51 | 36:51 | 40:19 | 41:40 | 52:39 | 04:49 | 03:34 |
 | Leshrac | 15 | 8.88% | 52.4 | 60.00% | +2.86% | +15.00% | +15.00% | 0.00% | 40:32 | 24:34 | 34:15 | 38:32 | 45:57 | 58:06 | 11:42 | 08:40 |
 | Kunkka | 6 | 14.29% | 51.2 | 66.67% | +11.11% | -16.67% | +33.33% | 15.00% | 32:52 | 27:46 | 31:06 | 31:24 | 34:26 | 40:24 | 03:20 | 02:28 |
 | Shadow Fiend | 5 | 4.76% | 50.0 | 80.00% | +39.00% | -80.00% | +20.00% | 0.00% | 41:12 | 24:48 | 24:48 | 38:47 | 50:35 | 1:03:50 | 25:47 | 19:05 |
 | Morphling | 42 | 43.30% | 48.8 | 42.86% | +1.04% | -6.50% | -2.86% | 0.64% | 27:17 | 20:53 | 23:50 | 26:55 | 29:29 | 39:07 | 05:39 | 04:11 |
 | Void Spirit | 14 | 60.87% | 47.6 | 42.86% | -12.70% | +7.14% | +23.81% | 1.27% | 30:18 | 19:50 | 24:20 | 26:48 | 37:27 | 46:36 | 13:07 | 09:42 |
 | Dawnbreaker | 22 | 35.48% | 46.3 | 45.45% | +12.95% | -12.12% | -5.45% | 0.73% | 28:48 | 20:49 | 23:56 | 26:33 | 33:01 | 42:51 | 09:05 | 06:43 |
 | Rubick | 17 | 3.76% | 45.1 | 58.82% | +10.08% | -8.82% | -33.82% | 0.00% | 33:37 | 15:38 | 24:05 | 33:32 | 37:04 | 55:29 | 12:59 | 09:37 |
 | Terrorblade | 8 | 9.64% | 43.9 | 62.50% | +11.83% | +37.50% | -12.50% | 0.00% | 40:05 | 28:19 | 32:36 | 33:51 | 44:53 | 51:56 | 12:17 | 09:05 |
 | Skywrath Mage | 7 | 18.92% | 42.7 | 57.14% | +17.14% | -7.14% | -57.14% | 0.00% | 30:27 | 24:53 | 25:10 | 29:00 | 30:52 | 38:41 | 05:42 | 04:13 |
 | Sven | 2 | 4.35% | 41.5 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 41:39 | 35:58 | 35:58 | 47:20 | 47:20 | 47:20 | 11:22 | 08:25 |
 | Troll Warlord | 8 | 20.51% | 40.2 | 50.00% | +4.84% | 0.00% | -50.00% | 0.00% | 25:52 | 22:24 | 23:29 | 24:24 | 25:32 | 33:05 | 02:03 | 01:31 |
 | Enchantress | 5 | 8.33% | 39.0 | 60.00% | +16.36% | -60.00% | +40.00% | 8.36% | 36:40 | 30:44 | 30:44 | 34:22 | 42:42 | 43:53 | 11:58 | 08:51 |
 | Night Stalker | 1 | 8.33% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 |
 | Lone Druid | 1 | 7.14% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Bane | 1 | 6.67% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 |
 | Bounty Hunter | 2 | 33.33% | 34.1 | 50.00% | 0.00% | -50.00% | 0.00% | 26.79% | 28:52 | 27:56 | 27:56 | 29:48 | 29:48 | 29:48 | 01:52 | 01:22 |
 | Razor | 1 | 5.56% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Templar Assassin | 3 | 5.17% | 31.7 | 66.67% | +12.12% | +33.33% | 0.00% | 0.00% | 43:20 | 32:11 | 32:11 | 38:31 | 59:19 | 59:19 | 27:08 | 20:05 |
 | Earthshaker | 1 | 5.00% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 00:00 | 00:00 |
 | Invoker | 7 | 13.46% | 29.3 | 42.86% | -14.92% | +7.14% | +7.14% | 0.00% | 38:03 | 18:28 | 23:37 | 38:16 | 39:42 | 57:45 | 16:05 | 11:54 |
 | Axe | 2 | 28.57% | 28.0 | 50.00% | +30.00% | -50.00% | 0.00% | 0.00% | 37:38 | 35:44 | 35:44 | 39:31 | 39:31 | 39:31 | 03:47 | 02:48 |
 | Dazzle | 2 | 25.00% | 26.8 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 29:11 | 22:25 | 22:25 | 35:57 | 35:57 | 35:57 | 13:32 | 10:01 |
 | Phantom Assassin | 2 | 25.00% | 25.6 | 50.00% | +33.33% | +50.00% | 0.00% | 0.00% | 28:34 | 27:29 | 27:29 | 29:39 | 29:39 | 29:39 | 02:10 | 01:36 |
 | Dark Willow | 1 | 2.50% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 00:00 | 00:00 |
 | Vengeful Spirit | 3 | 37.50% | 23.2 | 33.33% | +13.33% | -33.33% | 0.00% | 13.70% | 17:17 | 16:06 | 16:06 | 17:13 | 18:32 | 18:32 | 02:26 | 01:48 |
 | Lycan | 10 | 14.29% | 22.0 | 30.00% | -21.67% | -30.00% | -30.00% | 0.00% | 31:56 | 21:44 | 26:08 | 30:00 | 38:05 | 43:27 | 11:57 | 08:51 |
 | Gyrocopter | 4 | 50.00% | 20.7 | 25.00% | +25.00% | -25.00% | +75.00% | 0.00% | 20:24 | 15:13 | 15:13 | 20:08 | 21:43 | 24:33 | 06:30 | 04:48 |
 | Drow Ranger | 1 | 1.02% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Undying | 1 | 0.91% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Silencer | 1 | 0.71% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 00:00 | 00:00 |
 | Lina | 1 | 0.55% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 51:17 | 00:00 | 00:00 |
 | Death Prophet | 4 | 1.54% | 14.6 | 50.00% | +0.98% | +50.00% | -50.00% | 0.00% | 32:30 | 19:24 | 19:24 | 25:34 | 37:28 | 47:32 | 18:04 | 13:22 |
 | Faceless Void | 2 | 3.17% | 13.4 | 50.00% | -4.10% | -50.00% | 0.00% | 0.00% | 36:35 | 30:56 | 30:56 | 42:14 | 42:14 | 42:14 | 11:18 | 08:22 |
 | Puck | 2 | 2.86% | 12.2 | 50.00% | +1.47% | +50.00% | 0.00% | 0.00% | 1:02:12 | 58:04 | 58:04 | 1:06:19 | 1:06:19 | 1:06:19 | 08:15 | 06:06 |
 | Batrider | 2 | 1.35% | 11.0 | 50.00% | -3.42% | +50.00% | 0.00% | 0.00% | 36:35 | 29:20 | 29:20 | 43:50 | 43:50 | 43:50 | 14:30 | 10:44 |
 | Medusa | 5 | 19.23% | 9.8 | 20.00% | -27.62% | -20.00% | -20.00% | 0.00% | 41:43 | 32:06 | 32:06 | 43:43 | 46:52 | 48:37 | 14:46 | 10:56 |
 | Tinker | 1 | 11.11% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 20.00% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Windranger | 1 | 7.69% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 2.04% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 00:00 | 00:00 |
 | Abaddon | 1 | 11.11% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 |
 | Meepo | 1 | 33.33% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 1.20% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |