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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 | 714 | 16.76% | 83.6 | 57.56% | +13.88% | -6.16% | -0.26% | 0.44% | 30:55 | 12:20 | 23:28 | 30:18 | 36:45 | 1:05:15 | 09:50 |
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 | |
 | Lycan | 7 | 14.58% | 100.0 | 100.00% | +60.98% | 0.00% | 0.00% | 0.00% | 31:12 | 21:16 | 23:49 | 29:13 | 34:29 | 43:26 | 10:40 | 07:54 |
 | Viper | 2 | 40.00% | 98.7 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 27:55 | 21:46 | 21:46 | 34:03 | 34:03 | 34:03 | 12:17 | 09:05 |
 | Kunkka | 12 | 36.36% | 97.4 | 83.33% | +40.47% | -16.66% | -16.66% | 0.00% | 36:12 | 21:13 | 27:31 | 35:24 | 41:40 | 50:21 | 14:09 | 10:28 |
 | Dragon Knight | 39 | 66.10% | 96.1 | 74.36% | +34.36% | +25.64% | -34.36% | -7.96% | 32:38 | 20:54 | 27:31 | 30:40 | 35:03 | 1:04:44 | 07:32 | 05:34 |
 | Vengeful Spirit | 1 | 50.00% | 94.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 00:00 | 00:00 |
 | Clockwerk | 18 | 15.00% | 93.4 | 83.33% | +30.39% | -3.33% | +16.67% | 1.49% | 33:09 | 18:37 | 25:42 | 33:39 | 39:08 | 47:48 | 13:26 | 09:57 |
 | Meepo | 3 | 100.00% | 92.1 | 66.67% | +66.67% | +33.33% | 0.00% | -33.33% | 16:10 | 15:50 | 15:50 | 16:16 | 16:24 | 16:24 | 00:34 | 00:25 |
 | Dawnbreaker | 9 | 47.37% | 90.8 | 77.78% | +47.78% | -77.78% | +22.22% | 15.11% | 25:32 | 21:08 | 21:10 | 25:58 | 27:47 | 31:39 | 06:37 | 04:54 |
 | Dark Seer | 6 | 25.00% | 89.5 | 83.33% | +27.77% | +16.67% | +16.67% | 0.00% | 35:34 | 26:17 | 31:00 | 34:07 | 40:41 | 43:56 | 09:41 | 07:10 |
 | Disruptor | 55 | 32.35% | 88.2 | 65.45% | +9.80% | +5.98% | -8.31% | -1.43% | 39:00 | 26:52 | 33:05 | 37:32 | 43:03 | 57:26 | 09:58 | 07:22 |
 | Pangolier | 47 | 44.34% | 86.8 | 63.83% | +16.37% | +11.17% | -5.50% | -2.48% | 27:57 | 21:34 | 24:20 | 27:13 | 31:04 | 40:43 | 06:44 | 04:59 |
 | Morphling | 17 | 30.36% | 85.5 | 70.59% | +14.18% | +4.41% | -20.59% | -2.96% | 28:52 | 19:13 | 22:40 | 27:34 | 31:06 | 49:27 | 08:26 | 06:14 |
 | Timbersaw | 27 | 51.92% | 84.2 | 62.96% | +10.96% | +8.47% | +8.47% | 0.00% | 28:41 | 20:18 | 23:36 | 27:52 | 32:04 | 50:24 | 08:28 | 06:16 |
 | Monkey King | 12 | 17.39% | 82.9 | 75.00% | +18.86% | -8.33% | -8.33% | 0.00% | 26:04 | 20:27 | 23:37 | 25:26 | 28:09 | 32:02 | 04:32 | 03:21 |
 | Alchemist | 8 | 21.62% | 81.6 | 75.00% | +37.07% | -25.00% | -25.00% | 0.00% | 33:53 | 16:19 | 27:59 | 32:27 | 41:10 | 43:54 | 13:11 | 09:45 |
 | Doom | 19 | 31.15% | 80.3 | 63.16% | +1.26% | -3.16% | +16.84% | 2.85% | 35:50 | 24:46 | 30:44 | 34:41 | 37:45 | 47:49 | 07:01 | 05:11 |
 | Keeper of the Light | 16 | 34.04% | 78.9 | 62.50% | +23.79% | +37.50% | -62.50% | -6.54% | 32:32 | 21:09 | 23:48 | 28:34 | 39:06 | 51:43 | 15:18 | 11:20 |
 | Ember Spirit | 38 | 35.51% | 77.6 | 57.89% | +17.31% | +22.11% | +8.78% | -2.45% | 33:22 | 23:28 | 30:11 | 32:25 | 35:38 | 48:45 | 05:27 | 04:02 |
 | Slark | 39 | 92.86% | 76.3 | 48.72% | -17.95% | +21.28% | -28.72% | -12.93% | 20:14 | 15:26 | 17:35 | 18:57 | 21:27 | 34:09 | 03:52 | 02:51 |
 | Zeus | 18 | 72.00% | 75.0 | 50.00% | +7.14% | +10.00% | -25.00% | -4.43% | 31:12 | 21:24 | 26:37 | 29:20 | 34:31 | 53:11 | 07:54 | 05:51 |
 | Troll Warlord | 2 | 10.53% | 73.7 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 34:23 | 26:00 | 26:00 | 42:46 | 42:46 | 42:46 | 16:46 | 12:25 |
 | Nature's Prophet | 50 | 42.74% | 72.4 | 48.00% | +6.21% | -9.54% | +18.67% | 5.11% | 20:40 | 12:20 | 14:47 | 16:08 | 20:18 | 1:05:15 | 05:31 | 04:05 |
 | Phantom Assassin | 3 | 37.50% | 71.1 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 27:42 | 19:52 | 19:52 | 30:50 | 32:25 | 32:25 | 12:33 | 09:17 |
 | Spectre | 17 | 100.00% | 69.7 | 41.18% | +41.18% | +8.82% | +8.82% | 0.00% | 20:42 | 15:30 | 18:48 | 19:56 | 21:22 | 30:50 | 02:34 | 01:54 |
 | Primal Beast | 18 | 20.69% | 68.4 | 55.56% | +12.08% | -15.56% | -5.56% | 1.53% | 33:05 | 22:55 | 30:29 | 33:19 | 37:01 | 39:40 | 06:32 | 04:50 |
 | Storm Spirit | 32 | 37.65% | 67.1 | 46.88% | -13.50% | -9.38% | +15.62% | 4.00% | 36:43 | 27:24 | 31:43 | 34:42 | 37:58 | 56:18 | 06:15 | 04:37 |
 | Visage | 2 | 7.69% | 65.8 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 37:08 | 36:41 | 36:41 | 37:34 | 37:34 | 37:34 | 00:53 | 00:39 |
 | Snapfire | 29 | 25.22% | 64.5 | 48.28% | +9.91% | -5.42% | +8.86% | 0.76% | 31:16 | 13:11 | 21:35 | 29:48 | 40:27 | 54:26 | 18:52 | 13:58 |
 | Mirana | 3 | 2.52% | 63.2 | 100.00% | +39.66% | 0.00% | 0.00% | 0.00% | 33:17 | 26:17 | 26:17 | 35:27 | 38:07 | 38:07 | 11:50 | 08:45 |
 | Pudge | 17 | 100.00% | 61.8 | 35.29% | +35.29% | +39.71% | -35.29% | -35.16% | 17:38 | 15:05 | 16:19 | 17:11 | 18:27 | 23:05 | 02:08 | 01:34 |
 | Venomancer | 1 | 16.67% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |
 | Treant Protector | 2 | 3.92% | 59.2 | 100.00% | +59.18% | 0.00% | 0.00% | 0.00% | 48:29 | 47:47 | 47:47 | 49:10 | 49:10 | 49:10 | 01:23 | 01:01 |
 | Magnus | 1 | 14.29% | 57.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Anti-Mage | 5 | 17.24% | 56.6 | 60.00% | +1.67% | +40.00% | +40.00% | 0.00% | 35:12 | 26:02 | 26:02 | 29:51 | 31:03 | 1:02:23 | 05:01 | 03:42 |
 | Tiny | 19 | 12.58% | 55.3 | 47.37% | -1.87% | -7.37% | -7.37% | 0.00% | 28:34 | 19:41 | 23:28 | 27:36 | 29:53 | 42:04 | 06:25 | 04:45 |
 | Puck | 2 | 3.39% | 53.9 | 100.00% | +49.12% | 0.00% | 0.00% | 0.00% | 54:17 | 52:24 | 52:24 | 56:09 | 56:09 | 56:09 | 03:45 | 02:46 |
 | Dazzle | 1 | 12.50% | 52.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 00:00 | 00:00 |
 | Weaver | 1 | 12.50% | 51.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |
 | Beastmaster | 9 | 7.26% | 50.0 | 55.56% | +3.39% | +44.44% | -5.56% | 0.00% | 24:04 | 13:46 | 16:27 | 19:31 | 31:26 | 44:30 | 14:59 | 11:05 |
 | Dark Willow | 1 | 11.11% | 48.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 00:00 | 00:00 |
 | Tidehunter | 5 | 11.11% | 47.4 | 60.00% | +15.00% | +40.00% | -60.00% | 0.00% | 26:25 | 16:17 | 16:17 | 26:05 | 33:11 | 35:21 | 16:54 | 12:31 |
 | Jakiro | 3 | 12.00% | 46.1 | 66.67% | +39.40% | -66.67% | 0.00% | 0.00% | 40:01 | 36:17 | 36:17 | 39:53 | 43:54 | 43:54 | 07:37 | 05:38 |
 | Huskar | 2 | 40.00% | 44.7 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 27:13 | 20:35 | 20:35 | 33:50 | 33:50 | 33:50 | 13:15 | 09:48 |
 | Riki | 4 | 19.05% | 43.4 | 50.00% | +2.94% | -50.00% | -50.00% | 0.00% | 43:02 | 35:11 | 35:11 | 40:09 | 41:35 | 55:13 | 06:24 | 04:44 |
 | Night Stalker | 1 | 6.25% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 |
 | Tusk | 13 | 15.48% | 40.8 | 38.46% | -12.24% | -5.13% | -5.13% | 0.00% | 38:37 | 28:55 | 32:31 | 34:35 | 37:10 | 60:59 | 04:39 | 03:26 |
 | Lifestealer | 1 | 5.88% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:31 | 36:31 | 36:31 | 36:31 | 36:31 | 36:31 | 00:00 | 00:00 |
 | Grimstroke | 2 | 33.33% | 38.2 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 34:11 | 30:02 | 30:02 | 38:20 | 38:20 | 38:20 | 08:18 | 06:08 |
 | Void Spirit | 3 | 60.00% | 36.8 | 33.33% | -66.67% | +66.67% | 0.00% | -9.11% | 24:05 | 20:40 | 20:40 | 23:36 | 27:59 | 27:59 | 07:19 | 05:25 |
 | Elder Titan | 1 | 5.00% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 4.76% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 00:00 | 00:00 |
 | Spirit Breaker | 2 | 25.00% | 32.9 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 35:55 | 33:04 | 33:04 | 38:45 | 38:45 | 38:45 | 05:41 | 04:12 |
 | Enchantress | 3 | 3.03% | 31.6 | 66.67% | +10.42% | -66.67% | 0.00% | 0.00% | 41:57 | 36:02 | 36:02 | 38:37 | 51:11 | 51:11 | 15:09 | 11:13 |
 | Sniper | 1 | 3.33% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 00:00 | 00:00 |
 | Broodmother | 8 | 14.81% | 28.9 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 35:37 | 29:26 | 30:04 | 33:35 | 37:50 | 47:11 | 07:46 | 05:45 |
 | Batrider | 1 | 2.38% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 00:00 | 00:00 |
 | Templar Assassin | 1 | 2.22% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Brewmaster | 4 | 57.14% | 25.0 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 28:52 | 25:09 | 25:09 | 28:04 | 30:15 | 32:01 | 05:06 | 03:46 |
 | Terrorblade | 5 | 10.42% | 23.7 | 40.00% | -6.51% | +60.00% | -40.00% | 0.00% | 47:10 | 34:07 | 34:07 | 51:35 | 52:16 | 55:01 | 18:09 | 13:26 |
 | Ursa | 6 | 13.33% | 22.4 | 33.33% | -7.70% | +16.67% | +66.67% | 0.00% | 34:52 | 29:09 | 30:11 | 32:21 | 33:56 | 49:54 | 03:45 | 02:46 |
 | Skywrath Mage | 2 | 10.53% | 21.1 | 50.00% | +20.59% | +50.00% | 0.00% | 0.00% | 40:50 | 36:44 | 36:44 | 44:55 | 44:55 | 44:55 | 08:11 | 06:03 |
 | Naga Siren | 9 | 22.50% | 19.7 | 22.22% | -39.07% | -22.22% | +27.78% | 2.09% | 42:55 | 27:21 | 28:22 | 40:45 | 52:16 | 1:04:26 | 23:54 | 17:42 |
 | Enigma | 2 | 4.26% | 18.4 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 33:31 | 33:23 | 33:23 | 33:38 | 33:38 | 33:38 | 00:15 | 00:11 |
 | Undying | 2 | 1.61% | 17.1 | 50.00% | +1.64% | -50.00% | 0.00% | 0.00% | 30:01 | 26:16 | 26:16 | 33:45 | 33:45 | 33:45 | 07:29 | 05:32 |
 | Shadow Fiend | 3 | 5.88% | 15.8 | 33.33% | -12.50% | +66.67% | 0.00% | 0.00% | 36:25 | 24:45 | 24:45 | 28:51 | 55:38 | 55:38 | 30:53 | 22:52 |
 | Leshrac | 3 | 4.41% | 14.5 | 33.33% | -20.52% | +66.67% | 0.00% | 0.00% | 41:24 | 32:16 | 32:16 | 33:10 | 58:47 | 58:47 | 26:31 | 19:38 |
 | Centaur Warrunner | 2 | 6.67% | 13.2 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 42:24 | 40:18 | 40:18 | 44:30 | 44:30 | 44:30 | 04:12 | 03:06 |
 | Arc Warden | 1 | 100.00% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 00:00 | 00:00 |
 | Abaddon | 1 | 3.03% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 00:00 | 00:00 |
 | Wraith King | 1 | 10.00% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:23 | 47:23 | 47:23 | 47:23 | 47:23 | 47:23 | 00:00 | 00:00 |
 | Bristleback | 2 | 100.00% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 18:53 | 18:53 | 19:23 | 19:23 | 19:23 | 00:30 | 00:22 |
 | Shadow Demon | 2 | 14.29% | 6.6 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 49:50 | 48:34 | 48:34 | 51:06 | 51:06 | 51:06 | 02:32 | 01:52 |
 | Tinker | 2 | 22.22% | 5.3 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 21:32 | 21:11 | 21:11 | 21:53 | 21:53 | 21:53 | 00:42 | 00:31 |
 | Luna | 2 | 5.88% | 3.9 | 0.00% | -59.38% | 0.00% | 0.00% | 0.00% | 33:01 | 27:37 | 27:37 | 38:25 | 38:25 | 38:25 | 10:48 | 08:00 |
 | Outworld Destroyer | 4 | 33.33% | 2.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 19:40 | 17:46 | 17:46 | 17:49 | 17:50 | 25:16 | 00:04 | 00:02 |
 | Witch Doctor | 1 | 9.09% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 00:00 | 00:00 |