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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 | 1753 | 20.77% | 74.0 | 55.22% | +13.11% | +2.54% | -1.80% | -0.37% | 29:51 | 12:21 | 23:09 | 28:53 | 34:57 | 1:09:35 | 08:44 |
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 | 3 | 42.86% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:43 | 29:28 | 29:28 | 30:05 | 41:35 | 41:35 | 12:07 | 08:58 |
 | Juggernaut | 30 | 38.46% | 98.9 | 73.33% | +42.08% | -10.83% | -16.19% | -0.78% | 32:52 | 22:37 | 28:57 | 31:52 | 35:47 | 53:05 | 06:50 | 05:03 |
 | Windranger | 63 | 33.16% | 97.8 | 71.43% | +32.85% | +16.07% | -8.93% | -2.91% | 32:33 | 17:00 | 27:13 | 31:05 | 35:48 | 54:13 | 08:35 | 06:21 |
 | Queen of Pain | 89 | 76.07% | 96.7 | 62.92% | +20.06% | +5.26% | -12.92% | -3.00% | 25:09 | 14:41 | 21:32 | 24:07 | 27:36 | 1:01:08 | 06:04 | 04:29 |
 | Beastmaster | 101 | 45.70% | 95.6 | 64.36% | +3.53% | +15.64% | +3.64% | -2.29% | 19:27 | 12:41 | 14:59 | 16:46 | 20:13 | 38:46 | 05:14 | 03:52 |
 | Clockwerk | 16 | 23.19% | 94.4 | 75.00% | +24.06% | 0.00% | -25.00% | -2.00% | 34:28 | 20:43 | 28:12 | 35:19 | 40:43 | 53:47 | 12:31 | 09:16 |
 | Phantom Assassin | 6 | 75.00% | 93.3 | 66.67% | +66.67% | -16.67% | -66.67% | -4.18% | 26:28 | 20:07 | 20:52 | 23:17 | 32:49 | 34:03 | 11:57 | 08:51 |
 | Primal Beast | 19 | 43.18% | 92.2 | 68.42% | +8.42% | +11.58% | +11.58% | 0.00% | 32:11 | 25:32 | 31:06 | 32:36 | 34:36 | 38:38 | 03:30 | 02:35 |
 | Axe | 4 | 9.52% | 91.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:30 | 28:07 | 28:07 | 33:38 | 41:16 | 50:57 | 13:09 | 09:44 |
 | Venomancer | 13 | 12.38% | 90.0 | 76.92% | +30.18% | -10.25% | +23.08% | 3.47% | 32:50 | 18:37 | 28:31 | 31:30 | 38:08 | 41:31 | 09:37 | 07:07 |
 | Meepo | 5 | 83.33% | 88.9 | 60.00% | +60.00% | +40.00% | -60.00% | -7.38% | 21:13 | 12:21 | 12:21 | 17:37 | 25:54 | 33:47 | 13:33 | 10:02 |
 | Disruptor | 38 | 31.93% | 87.8 | 63.16% | +18.72% | +6.84% | +3.51% | -0.48% | 38:06 | 29:07 | 34:00 | 38:21 | 40:56 | 58:39 | 06:56 | 05:08 |
 | Batrider | 32 | 11.64% | 86.7 | 68.75% | +23.07% | -18.75% | -6.25% | 0.90% | 39:13 | 25:46 | 32:14 | 35:46 | 46:04 | 60:39 | 13:50 | 10:14 |
 | Bane | 2 | 20.00% | 85.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 40:47 | 37:28 | 37:28 | 44:06 | 44:06 | 44:06 | 06:38 | 04:54 |
 | Bloodseeker | 40 | 28.99% | 84.4 | 62.50% | +26.79% | -2.50% | -12.50% | -1.76% | 30:26 | 21:22 | 26:43 | 28:43 | 32:24 | 48:20 | 05:41 | 04:12 |
 | Ember Spirit | 98 | 46.01% | 83.3 | 56.12% | +18.73% | +7.88% | -6.12% | -2.41% | 32:25 | 19:18 | 29:03 | 32:39 | 34:51 | 60:10 | 05:48 | 04:17 |
 | Alchemist | 7 | 7.53% | 82.2 | 85.71% | +39.20% | -35.71% | +14.29% | 0.00% | 34:50 | 18:58 | 26:15 | 36:57 | 39:38 | 45:33 | 13:23 | 09:54 |
 | Slark | 75 | 89.29% | 81.1 | 52.00% | +40.89% | +16.42% | -4.63% | -4.45% | 21:10 | 14:47 | 18:30 | 20:35 | 23:14 | 39:43 | 04:44 | 03:30 |
 | Earth Spirit | 3 | 8.82% | 80.0 | 100.00% | +54.84% | 0.00% | 0.00% | 0.00% | 35:06 | 30:05 | 30:05 | 35:07 | 40:07 | 40:07 | 10:02 | 07:25 |
 | Timbersaw | 71 | 36.22% | 78.9 | 54.93% | +0.53% | +22.85% | -10.49% | -4.02% | 26:48 | 17:21 | 21:34 | 25:25 | 29:52 | 53:00 | 08:18 | 06:08 |
 | Spirit Breaker | 89 | 34.63% | 77.8 | 53.93% | +11.67% | +0.62% | +14.25% | 1.48% | 33:41 | 18:21 | 28:48 | 32:48 | 38:01 | 55:15 | 09:13 | 06:49 |
 | Monkey King | 17 | 15.89% | 76.7 | 64.71% | +16.93% | -14.71% | +35.29% | 10.38% | 32:11 | 20:02 | 28:44 | 30:35 | 33:33 | 46:09 | 04:49 | 03:34 |
 | Brewmaster | 8 | 40.00% | 75.6 | 62.50% | +29.17% | -12.50% | -12.50% | 0.00% | 30:08 | 19:47 | 20:05 | 29:12 | 30:31 | 52:36 | 10:26 | 07:43 |
 | Visage | 13 | 30.95% | 74.4 | 61.54% | +20.16% | +38.46% | -28.21% | -4.66% | 28:22 | 16:46 | 20:20 | 25:58 | 34:38 | 41:20 | 14:18 | 10:35 |
 | Pangolier | 158 | 71.17% | 73.3 | 48.10% | -8.15% | +9.40% | +5.75% | -0.49% | 25:50 | 16:28 | 21:39 | 24:48 | 29:10 | 41:15 | 07:31 | 05:34 |
 | Phantom Lancer | 43 | 89.58% | 72.2 | 46.51% | +46.51% | -1.06% | -10.15% | -1.12% | 22:21 | 13:59 | 17:17 | 22:55 | 25:24 | 38:01 | 08:07 | 06:00 |
 | Morphling | 145 | 80.56% | 71.1 | 46.21% | -19.50% | +12.12% | -10.10% | -5.27% | 24:57 | 19:09 | 22:27 | 24:23 | 26:40 | 45:52 | 04:13 | 03:07 |
 | Doom | 42 | 19.91% | 70.0 | 54.76% | +3.28% | +8.88% | -14.76% | -2.79% | 38:36 | 25:28 | 33:57 | 36:38 | 42:26 | 1:01:23 | 08:29 | 06:17 |
 | Dark Seer | 45 | 46.39% | 68.9 | 48.89% | -8.80% | -3.44% | -30.71% | -2.17% | 28:47 | 14:04 | 20:27 | 30:34 | 33:01 | 44:35 | 12:34 | 09:18 |
 | Techies | 48 | 11.85% | 67.8 | 54.17% | -1.01% | -29.17% | -12.50% | 1.35% | 36:13 | 20:42 | 29:25 | 36:05 | 41:46 | 55:44 | 12:21 | 09:08 |
 | Templar Assassin | 3 | 4.05% | 66.7 | 100.00% | +50.70% | 0.00% | 0.00% | 0.00% | 48:52 | 22:57 | 22:57 | 54:04 | 1:09:35 | 1:09:35 | 46:38 | 34:32 |
 | Shadow Demon | 33 | 25.00% | 65.6 | 51.52% | -2.02% | +23.48% | -14.02% | -3.90% | 33:02 | 21:48 | 27:24 | 32:16 | 37:01 | 48:19 | 09:37 | 07:07 |
 | Tidehunter | 9 | 12.50% | 64.4 | 66.67% | +15.88% | -16.67% | -16.67% | 0.00% | 29:53 | 18:51 | 22:43 | 32:51 | 35:34 | 38:58 | 12:51 | 09:31 |
 | Storm Spirit | 58 | 29.29% | 63.3 | 48.28% | -5.29% | -1.61% | -5.42% | -0.46% | 36:07 | 26:20 | 31:32 | 35:52 | 39:48 | 52:41 | 08:16 | 06:07 |
 | Snapfire | 7 | 10.29% | 62.2 | 71.43% | +37.00% | +28.57% | -21.43% | 0.00% | 27:28 | 16:02 | 16:31 | 31:34 | 31:54 | 38:42 | 15:23 | 11:23 |
 | Dark Willow | 12 | 20.34% | 61.1 | 58.33% | +17.90% | +8.34% | -25.00% | -5.75% | 33:39 | 26:58 | 29:27 | 31:15 | 35:15 | 48:53 | 05:48 | 04:17 |
 | Viper | 6 | 60.00% | 60.0 | 50.00% | +25.00% | +50.00% | -50.00% | -29.13% | 17:09 | 13:41 | 15:01 | 17:20 | 18:27 | 20:55 | 03:26 | 02:32 |
 | Medusa | 26 | 13.47% | 58.9 | 53.85% | -1.84% | +3.29% | -3.85% | -0.37% | 38:40 | 15:39 | 29:07 | 40:14 | 48:18 | 58:31 | 19:11 | 14:12 |
 | Anti-Mage | 4 | 14.29% | 57.8 | 75.00% | +37.50% | -75.00% | +25.00% | 35.09% | 27:54 | 25:57 | 25:57 | 27:19 | 28:48 | 29:33 | 02:51 | 02:06 |
 | Earthshaker | 5 | 33.33% | 56.7 | 60.00% | -10.00% | +40.00% | +40.00% | 0.00% | 17:48 | 16:01 | 16:01 | 17:43 | 19:26 | 19:33 | 03:25 | 02:31 |
 | Tiny | 12 | 40.00% | 55.6 | 50.00% | +16.67% | +16.67% | +16.67% | 0.00% | 32:49 | 22:00 | 22:51 | 27:41 | 38:31 | 51:00 | 15:40 | 11:36 |
 | Lina | 8 | 100.00% | 54.4 | 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 |
 | Lycan | 2 | 6.67% | 53.3 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 34:28 | 30:38 | 30:38 | 38:17 | 38:17 | 38:17 | 07:39 | 05:40 |
 | Terrorblade | 18 | 10.29% | 52.2 | 55.56% | +9.70% | +24.44% | -30.56% | 0.00% | 42:14 | 27:11 | 37:26 | 43:03 | 48:12 | 53:23 | 10:46 | 07:58 |
 | Rubick | 20 | 9.17% | 51.1 | 55.00% | +13.59% | +5.00% | +25.00% | 1.23% | 34:31 | 17:03 | 23:46 | 31:32 | 40:05 | 1:06:35 | 16:19 | 12:05 |
 | Zeus | 3 | 27.27% | 50.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 30:46 | 23:32 | 23:32 | 32:37 | 36:10 | 36:10 | 12:38 | 09:21 |
 | Undying | 3 | 1.96% | 48.9 | 100.00% | +61.33% | 0.00% | 0.00% | 0.00% | 31:57 | 23:39 | 23:39 | 28:53 | 43:19 | 43:19 | 19:40 | 14:34 |
 | Grimstroke | 5 | 83.33% | 47.8 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 25:18 | 23:10 | 23:10 | 23:56 | 27:45 | 28:21 | 04:35 | 03:23 |
 | Keeper of the Light | 23 | 16.20% | 46.7 | 47.83% | -6.79% | +18.84% | +18.84% | 0.00% | 37:11 | 16:59 | 32:09 | 34:54 | 40:04 | 59:07 | 07:55 | 05:51 |
 | Winter Wyvern | 12 | 48.00% | 45.6 | 41.67% | +10.90% | -41.67% | +25.00% | 6.51% | 27:28 | 19:04 | 22:04 | 23:36 | 32:18 | 39:39 | 10:14 | 07:34 |
 | Dragon Knight | 11 | 68.75% | 44.4 | 36.36% | +16.36% | -3.03% | +30.31% | 12.20% | 29:33 | 24:11 | 26:43 | 28:31 | 29:27 | 38:02 | 02:44 | 02:01 |
 | Vengeful Spirit | 12 | 40.00% | 43.3 | 41.67% | -13.89% | +25.00% | -8.34% | -2.61% | 28:15 | 16:34 | 18:16 | 25:16 | 31:01 | 58:53 | 12:45 | 09:26 |
 | Void Spirit | 18 | 6.19% | 42.2 | 50.00% | -2.38% | +10.00% | 0.00% | -0.70% | 28:23 | 16:33 | 20:21 | 25:21 | 34:38 | 56:53 | 14:17 | 10:34 |
 | Skywrath Mage | 14 | 9.40% | 41.1 | 50.00% | +6.30% | +50.00% | -50.00% | -7.06% | 40:01 | 22:23 | 33:07 | 37:54 | 47:17 | 58:47 | 14:10 | 10:29 |
 | Wraith King | 1 | 11.11% | 40.0 | 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 |
 | Naga Siren | 7 | 8.43% | 38.9 | 57.14% | -0.75% | -7.14% | -57.14% | 0.00% | 46:16 | 41:10 | 41:48 | 46:21 | 49:55 | 51:10 | 08:07 | 06:00 |
 | Enchantress | 15 | 10.27% | 37.8 | 46.67% | +0.87% | +3.33% | -21.67% | -2.15% | 31:49 | 15:16 | 25:55 | 31:39 | 37:33 | 44:10 | 11:38 | 08:37 |
 | Oracle | 2 | 2.02% | 36.7 | 100.00% | +46.39% | 0.00% | 0.00% | 0.00% | 51:09 | 40:38 | 40:38 | 1:01:40 | 1:01:40 | 1:01:40 | 21:02 | 15:34 |
 | Bristleback | 4 | 100.00% | 35.6 | 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 |
 | Marci | 12 | 85.71% | 34.4 | 25.00% | +25.00% | +8.33% | +8.33% | 0.00% | 22:34 | 15:46 | 18:56 | 19:36 | 23:25 | 42:55 | 04:29 | 03:19 |
 | Muerta | 1 | 3.45% | 33.3 | 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 |
 | Drow Ranger | 2 | 22.22% | 32.2 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 26:05 | 15:59 | 15:59 | 36:10 | 36:10 | 36:10 | 20:11 | 14:57 |
 | Magnus | 6 | 2.38% | 31.1 | 50.00% | +1.63% | 0.00% | +50.00% | 0.00% | 35:09 | 19:37 | 26:36 | 27:20 | 38:43 | 1:07:47 | 12:07 | 08:58 |
 | Broodmother | 1 | 2.08% | 30.0 | 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 |
 | Bounty Hunter | 4 | 5.56% | 28.9 | 50.00% | -3.62% | -50.00% | +50.00% | 0.00% | 20:45 | 14:50 | 14:50 | 16:37 | 23:23 | 28:09 | 08:33 | 06:20 |
 | Legion Commander | 1 | 1.85% | 27.8 | 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 |
 | Sven | 1 | 1.79% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 00:00 | 00:00 |
 | Faceless Void | 1 | 1.61% | 25.6 | 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 |
 | Elder Titan | 2 | 15.38% | 24.4 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 23:23 | 18:23 | 18:23 | 28:23 | 28:23 | 28:23 | 10:00 | 07:24 |
 | Clinkz | 1 | 1.45% | 23.3 | 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 |
 | Pudge | 2 | 12.50% | 22.2 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 16:55 | 16:36 | 16:36 | 17:13 | 17:13 | 17:13 | 00:37 | 00:27 |
 | Mirana | 1 | 0.71% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:22 | 22:22 | 22:22 | 22:22 | 22:22 | 22:22 | 00:00 | 00:00 |
 | Pugna | 4 | 1.88% | 20.0 | 50.00% | -3.11% | +50.00% | -50.00% | 0.00% | 41:08 | 33:48 | 33:48 | 38:48 | 42:13 | 49:43 | 08:25 | 06:14 |
 | Ursa | 2 | 4.55% | 18.9 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 49:44 | 39:05 | 39:05 | 60:22 | 60:22 | 60:22 | 21:17 | 15:45 |
 | Lifestealer | 3 | 14.29% | 17.8 | 33.33% | -5.56% | +66.67% | 0.00% | 0.00% | 41:03 | 30:55 | 30:55 | 45:40 | 46:35 | 46:35 | 15:40 | 11:36 |
 | Enigma | 3 | 7.89% | 16.7 | 33.33% | -12.38% | +66.67% | 0.00% | 0.00% | 36:52 | 23:38 | 23:38 | 34:40 | 52:17 | 52:17 | 28:39 | 21:13 |
 | Lich | 2 | 1.50% | 15.6 | 50.00% | -4.20% | +50.00% | 0.00% | 0.00% | 45:03 | 37:27 | 37:27 | 52:38 | 52:38 | 52:38 | 15:11 | 11:14 |
 | Silencer | 2 | 1.03% | 14.4 | 50.00% | +0.52% | +50.00% | 0.00% | 0.00% | 47:33 | 37:42 | 37:42 | 57:24 | 57:24 | 57:24 | 19:42 | 14:35 |
 | Kunkka | 7 | 36.84% | 13.3 | 14.29% | -35.71% | +35.71% | -14.29% | -14.71% | 36:28 | 29:04 | 32:03 | 34:05 | 35:27 | 54:34 | 03:24 | 02:31 |
 | Abaddon | 3 | 8.11% | 12.2 | 0.00% | -64.71% | 0.00% | 0.00% | 0.00% | 34:11 | 27:47 | 27:47 | 37:22 | 37:23 | 37:23 | 09:36 | 07:06 |
 | Treant Protector | 1 | 10.00% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:17 | 1:06:17 | 1:06:17 | 1:06:17 | 1:06:17 | 1:06:17 | 00:00 | 00:00 |
 | Troll Warlord | 3 | 17.65% | 10.0 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 26:35 | 23:15 | 23:15 | 23:27 | 33:03 | 33:03 | 09:48 | 07:15 |
 | Huskar | 3 | 37.50% | 8.9 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 33:18 | 24:09 | 24:09 | 36:44 | 39:02 | 39:02 | 14:53 | 11:01 |
 | Jakiro | 1 | 10.00% | 7.8 | 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 |
 | Leshrac | 1 | 7.14% | 6.7 | 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 |
 | Invoker | 1 | 6.25% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 00:00 | 00:00 |
 | Underlord | 1 | 0.93% | 4.4 | 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 |
 | Phoenix | 3 | 6.52% | 3.3 | 0.00% | -48.84% | 0.00% | 0.00% | 0.00% | 35:49 | 29:48 | 29:48 | 31:54 | 45:46 | 45:46 | 15:58 | 11:49 |
 | Dawnbreaker | 1 | 12.50% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |
 | Sand King | 1 | 100.00% | 1.1 | 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 |