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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 | 920 | 21.90% | 66.9 | 53.04% | +11.02% | +0.44% | -0.87% | -0.11% | 29:40 | 12:41 | 22:59 | 28:31 | 34:45 | 1:07:47 | 08:42 |
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 | |
 | Riki | 2 | 50.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 30:05 | 30:05 | 41:35 | 41:35 | 41:35 | 11:30 | 08:31 |
 | Phantom Assassin | 4 | 80.00% | 98.8 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 22:58 | 20:07 | 20:07 | 20:52 | 23:17 | 27:37 | 03:10 | 02:20 |
 | Meepo | 1 | 50.00% | 97.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Tidehunter | 5 | 11.90% | 96.3 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 31:00 | 22:43 | 22:43 | 34:30 | 35:34 | 38:31 | 12:51 | 09:31 |
 | Primal Beast | 16 | 50.00% | 95.1 | 75.00% | +6.25% | 0.00% | 0.00% | 0.00% | 32:25 | 25:32 | 31:06 | 32:36 | 34:41 | 38:38 | 03:35 | 02:39 |
 | Queen of Pain | 50 | 79.37% | 93.8 | 66.00% | +35.23% | -12.15% | -16.00% | -0.70% | 24:28 | 16:11 | 21:45 | 23:53 | 27:14 | 35:07 | 05:29 | 04:03 |
 | Beastmaster | 46 | 47.42% | 92.6 | 67.39% | +4.64% | +15.94% | +23.52% | 1.04% | 19:57 | 12:41 | 15:05 | 16:46 | 22:23 | 34:55 | 07:18 | 05:24 |
 | Windranger | 35 | 35.35% | 91.4 | 68.57% | +21.69% | +9.21% | -1.90% | -1.53% | 34:17 | 17:00 | 29:39 | 33:23 | 36:54 | 54:13 | 07:15 | 05:22 |
 | Clockwerk | 12 | 31.58% | 90.1 | 75.00% | +25.00% | -8.33% | -8.33% | 0.00% | 33:49 | 20:43 | 23:57 | 29:50 | 38:35 | 53:47 | 14:38 | 10:50 |
 | Juggernaut | 19 | 42.22% | 88.9 | 68.42% | +45.34% | -8.42% | +11.58% | 2.78% | 32:24 | 22:37 | 27:04 | 31:22 | 34:16 | 53:05 | 07:12 | 05:20 |
 | Visage | 5 | 31.25% | 87.7 | 80.00% | +52.73% | +20.00% | +20.00% | 0.00% | 24:24 | 19:00 | 19:00 | 23:41 | 23:48 | 35:09 | 04:48 | 03:33 |
 | Spirit Breaker | 48 | 32.21% | 86.4 | 60.42% | +17.85% | +14.58% | +14.58% | 0.00% | 33:01 | 23:15 | 29:11 | 32:17 | 36:12 | 54:55 | 07:01 | 05:11 |
 | Batrider | 19 | 11.95% | 85.2 | 68.42% | +22.71% | -48.42% | +11.58% | 3.85% | 38:25 | 26:02 | 30:29 | 33:53 | 46:04 | 60:39 | 15:35 | 11:32 |
 | Ember Spirit | 49 | 47.57% | 84.0 | 55.10% | +8.80% | +11.57% | -21.77% | -4.34% | 31:46 | 19:18 | 27:04 | 33:19 | 34:45 | 43:07 | 07:41 | 05:41 |
 | Timbersaw | 32 | 28.57% | 82.7 | 59.38% | +8.13% | +15.62% | -34.38% | -7.01% | 29:12 | 17:21 | 23:58 | 27:54 | 31:06 | 53:00 | 07:08 | 05:17 |
 | Brewmaster | 5 | 55.56% | 81.5 | 60.00% | +35.00% | +40.00% | +40.00% | 0.00% | 33:23 | 20:05 | 20:05 | 30:31 | 34:30 | 52:36 | 14:25 | 10:40 |
 | Slark | 30 | 85.71% | 80.2 | 46.67% | +46.67% | +28.33% | +10.47% | -5.23% | 19:50 | 14:47 | 18:00 | 19:46 | 21:25 | 26:08 | 03:25 | 02:31 |
 | Earthshaker | 5 | 50.00% | 79.0 | 60.00% | 0.00% | +40.00% | +40.00% | 0.00% | 17:48 | 16:01 | 16:01 | 17:43 | 19:26 | 19:33 | 03:25 | 02:31 |
 | Phantom Lancer | 24 | 88.89% | 77.8 | 45.83% | +45.83% | +4.17% | -12.50% | -1.68% | 21:17 | 13:59 | 15:30 | 19:23 | 25:24 | 38:01 | 09:54 | 07:20 |
 | Viper | 6 | 75.00% | 76.5 | 50.00% | +50.00% | +50.00% | -50.00% | -29.13% | 17:09 | 13:41 | 15:01 | 17:20 | 18:27 | 20:55 | 03:26 | 02:32 |
 | Pangolier | 61 | 65.59% | 75.3 | 45.90% | -10.35% | +20.77% | +0.77% | -2.55% | 25:34 | 19:18 | 20:59 | 25:44 | 28:49 | 36:16 | 07:50 | 05:48 |
 | Disruptor | 12 | 28.57% | 74.1 | 58.33% | +18.33% | -25.00% | +8.34% | 4.07% | 36:00 | 30:12 | 31:29 | 35:02 | 39:41 | 41:44 | 08:12 | 06:04 |
 | Dark Seer | 31 | 48.44% | 72.8 | 48.39% | -15.25% | -10.89% | -35.89% | -1.86% | 28:32 | 14:04 | 19:31 | 30:50 | 32:57 | 44:35 | 13:26 | 09:57 |
 | Bloodseeker | 21 | 32.81% | 71.6 | 52.38% | +19.82% | -12.38% | -12.38% | 0.00% | 30:35 | 24:18 | 25:39 | 28:31 | 32:15 | 48:20 | 06:36 | 04:53 |
 | Morphling | 105 | 82.68% | 70.4 | 41.90% | -35.37% | +15.79% | -14.98% | -7.27% | 24:50 | 19:09 | 22:17 | 24:14 | 26:31 | 45:52 | 04:14 | 03:08 |
 | Storm Spirit | 33 | 30.56% | 69.1 | 48.48% | -2.19% | -23.48% | -10.98% | 1.67% | 35:27 | 26:20 | 31:00 | 34:42 | 38:28 | 52:41 | 07:28 | 05:31 |
 | Doom | 27 | 34.18% | 67.9 | 48.15% | +5.84% | +8.99% | -19.58% | -3.53% | 38:31 | 25:28 | 34:10 | 38:13 | 42:16 | 54:01 | 08:06 | 06:00 |
 | Lycan | 2 | 7.14% | 66.7 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 34:28 | 30:38 | 30:38 | 38:17 | 38:17 | 38:17 | 07:39 | 05:40 |
 | Wraith King | 1 | 20.00% | 65.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 00:00 | 00:00 |
 | Zeus | 3 | 30.00% | 64.2 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 30:46 | 23:32 | 23:32 | 32:37 | 36:10 | 36:10 | 12:38 | 09:21 |
 | Vengeful Spirit | 8 | 47.06% | 63.0 | 50.00% | -27.78% | 0.00% | -50.00% | -3.75% | 27:41 | 16:34 | 17:42 | 21:12 | 31:01 | 58:53 | 13:19 | 09:51 |
 | Lina | 8 | 100.00% | 61.7 | 37.50% | +37.50% | -37.50% | +12.50% | 22.22% | 23:58 | 19:16 | 21:06 | 23:12 | 23:21 | 34:32 | 02:15 | 01:40 |
 | Winter Wyvern | 8 | 100.00% | 60.5 | 37.50% | +37.50% | -37.50% | +12.50% | 5.86% | 25:51 | 19:04 | 21:29 | 23:01 | 30:01 | 35:35 | 08:32 | 06:19 |
 | Keeper of the Light | 9 | 18.75% | 59.3 | 55.56% | -8.54% | -5.56% | +44.44% | 2.33% | 36:40 | 16:59 | 24:12 | 32:54 | 45:39 | 59:07 | 21:27 | 15:53 |
 | Medusa | 13 | 13.40% | 58.0 | 53.85% | +0.28% | +46.15% | -20.52% | -3.77% | 42:16 | 23:50 | 31:38 | 43:17 | 49:20 | 58:31 | 17:42 | 13:06 |
 | Lifestealer | 1 | 14.29% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Terrorblade | 12 | 14.81% | 55.6 | 50.00% | -2.17% | +16.67% | -16.67% | 0.00% | 43:52 | 28:14 | 34:30 | 45:29 | 48:40 | 53:23 | 14:10 | 10:29 |
 | Techies | 25 | 13.09% | 54.3 | 44.00% | -6.60% | -27.33% | -27.33% | 0.00% | 34:33 | 20:42 | 25:45 | 35:00 | 39:51 | 52:01 | 14:06 | 10:26 |
 | Naga Siren | 5 | 10.87% | 53.1 | 60.00% | -3.41% | +40.00% | -60.00% | 0.00% | 44:38 | 41:10 | 41:10 | 42:41 | 46:21 | 51:10 | 05:11 | 03:50 |
 | Shadow Demon | 20 | 22.22% | 51.9 | 40.00% | -11.43% | +20.00% | 0.00% | -1.81% | 33:40 | 21:48 | 26:55 | 32:16 | 37:59 | 48:19 | 11:04 | 08:11 |
 | Undying | 2 | 2.02% | 50.6 | 100.00% | +57.73% | 0.00% | 0.00% | 0.00% | 36:06 | 28:53 | 28:53 | 43:19 | 43:19 | 43:19 | 14:26 | 10:41 |
 | Venomancer | 5 | 9.62% | 49.4 | 60.00% | +21.70% | -60.00% | +40.00% | 0.00% | 28:27 | 18:37 | 18:37 | 28:31 | 30:13 | 38:49 | 11:36 | 08:35 |
 | Bristleback | 4 | 100.00% | 48.1 | 25.00% | +25.00% | +75.00% | -25.00% | -37.50% | 19:27 | 15:23 | 15:23 | 16:18 | 18:03 | 28:02 | 02:40 | 01:58 |
 | Snapfire | 3 | 6.38% | 46.9 | 66.67% | +30.31% | -66.67% | 0.00% | 0.00% | 31:53 | 25:02 | 25:02 | 31:54 | 38:42 | 38:42 | 13:40 | 10:07 |
 | Skywrath Mage | 6 | 9.68% | 45.7 | 50.00% | +10.71% | +50.00% | -50.00% | 0.00% | 41:02 | 27:07 | 34:06 | 36:23 | 47:16 | 58:47 | 13:10 | 09:45 |
 | Muerta | 1 | 5.88% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 |
 | Ursa | 1 | 5.88% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:22 | 60:22 | 60:22 | 60:22 | 60:22 | 60:22 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 5.88% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 00:00 | 00:00 |
 | Drow Ranger | 2 | 28.57% | 40.7 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 26:05 | 15:59 | 15:59 | 36:10 | 36:10 | 36:10 | 20:11 | 14:57 |
 | Axe | 1 | 4.17% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 00:00 | 00:00 |
 | Clinkz | 1 | 3.85% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 00:00 | 00:00 |
 | Faceless Void | 1 | 3.85% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:04 | 55:04 | 55:04 | 55:04 | 55:04 | 55:04 | 00:00 | 00:00 |
 | Kunkka | 2 | 25.00% | 35.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 32:16 | 29:04 | 29:04 | 35:27 | 35:27 | 35:27 | 06:23 | 04:43 |
 | Alchemist | 1 | 3.13% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 |
 | Legion Commander | 1 | 2.86% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 1:02:28 | 00:00 | 00:00 |
 | Rubick | 11 | 9.17% | 32.1 | 36.36% | -10.43% | +30.31% | +30.31% | 0.00% | 29:50 | 17:03 | 23:07 | 27:32 | 34:02 | 45:53 | 10:55 | 08:05 |
 | Pugna | 3 | 2.19% | 30.9 | 66.67% | +12.94% | +33.33% | 0.00% | 0.00% | 38:16 | 33:48 | 33:48 | 38:48 | 42:13 | 42:13 | 08:25 | 06:14 |
 | Dragon Knight | 4 | 66.67% | 29.6 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 27:43 | 24:11 | 24:11 | 28:28 | 28:44 | 29:27 | 04:33 | 03:22 |
 | Oracle | 1 | 2.38% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 00:00 | 00:00 |
 | Broodmother | 1 | 2.17% | 27.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 00:00 | 00:00 |
 | Monkey King | 6 | 13.95% | 25.9 | 33.33% | -23.43% | -33.33% | +66.67% | 44.12% | 32:12 | 24:26 | 30:08 | 30:13 | 32:24 | 45:28 | 02:16 | 01:40 |
 | Anti-Mage | 2 | 10.00% | 24.7 | 50.00% | +11.11% | -50.00% | 0.00% | 0.00% | 26:38 | 25:57 | 25:57 | 27:19 | 27:19 | 27:19 | 01:22 | 01:00 |
 | Tiny | 4 | 36.36% | 23.5 | 25.00% | -3.57% | -25.00% | -25.00% | 0.00% | 24:34 | 22:42 | 22:42 | 22:51 | 25:48 | 26:56 | 03:06 | 02:17 |
 | Bounty Hunter | 2 | 7.41% | 22.2 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 19:07 | 14:50 | 14:50 | 23:23 | 23:23 | 23:23 | 08:33 | 06:20 |
 | Void Spirit | 7 | 5.47% | 21.0 | 28.57% | -22.67% | +21.43% | -28.57% | -3.56% | 31:32 | 17:39 | 20:08 | 32:10 | 34:10 | 56:53 | 14:02 | 10:23 |
 | Magnus | 2 | 1.85% | 19.8 | 50.00% | +4.72% | -50.00% | 0.00% | 0.00% | 47:12 | 26:36 | 26:36 | 1:07:47 | 1:07:47 | 1:07:47 | 41:11 | 30:30 |
 | Enchantress | 5 | 6.25% | 18.5 | 20.00% | -22.67% | -20.00% | -20.00% | 0.00% | 31:23 | 15:16 | 15:16 | 37:33 | 38:40 | 39:43 | 23:24 | 17:20 |
 | Troll Warlord | 2 | 50.00% | 17.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 28:09 | 23:15 | 23:15 | 33:03 | 33:03 | 33:03 | 09:48 | 07:15 |
 | Sand King | 1 | 100.00% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Elder Titan | 1 | 14.29% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 |
 | Pudge | 1 | 33.33% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 00:00 | 00:00 |
 | Underlord | 1 | 2.22% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:44 | 53:44 | 53:44 | 53:44 | 53:44 | 53:44 | 00:00 | 00:00 |
 | Leshrac | 1 | 10.00% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Lich | 1 | 2.17% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:38 | 52:38 | 52:38 | 52:38 | 52:38 | 52:38 | 00:00 | 00:00 |
 | Jakiro | 1 | 16.67% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 00:00 | 00:00 |
 | Phoenix | 1 | 8.33% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 00:00 | 00:00 |
 | Huskar | 1 | 50.00% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Marci | 5 | 83.33% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 19:08 | 19:08 | 20:00 | 23:38 | 29:50 | 04:30 | 03:20 |
 | Abaddon | 2 | 8.00% | 3.7 | 0.00% | -60.87% | 0.00% | 0.00% | 0.00% | 32:35 | 27:47 | 27:47 | 37:22 | 37:22 | 37:22 | 09:35 | 07:05 |
 | Dark Willow | 3 | 9.09% | 2.5 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 40:28 | 33:52 | 33:52 | 38:39 | 48:53 | 48:53 | 15:01 | 11:07 |
 | Grimstroke | 1 | 100.00% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 00:00 | 00:00 |