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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 | 802 | 15.85% | 86.4 | 57.48% | +13.34% | -1.26% | +1.02% | 0.21% | 29:16 | 10:34 | 23:04 | 28:44 | 33:51 | 1:13:35 | 07:59 |
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 | |
 | Pudge | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 00:00 | 00:00 |
 | Outworld Destroyer | 36 | 55.38% | 98.7 | 77.78% | +39.85% | -11.11% | -11.11% | 0.00% | 24:16 | 15:47 | 19:30 | 22:29 | 26:27 | 49:19 | 06:57 | 05:08 |
 | Medusa | 12 | 21.82% | 97.4 | 83.33% | +43.80% | +16.67% | -16.66% | -3.81% | 26:21 | 18:56 | 20:53 | 27:23 | 29:38 | 35:28 | 08:45 | 06:28 |
 | Earth Spirit | 4 | 14.81% | 96.2 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 36:47 | 30:45 | 30:45 | 36:19 | 37:15 | 42:49 | 06:30 | 04:48 |
 | Razor | 6 | 6.45% | 94.9 | 100.00% | +50.57% | 0.00% | 0.00% | 0.00% | 35:48 | 25:20 | 30:04 | 35:35 | 40:05 | 47:25 | 10:01 | 07:25 |
 | Bloodseeker | 10 | 27.03% | 93.6 | 80.00% | +28.15% | +20.00% | -30.00% | -5.03% | 29:29 | 19:03 | 25:25 | 25:39 | 35:22 | 44:36 | 09:57 | 07:22 |
 | Tinker | 11 | 91.67% | 92.3 | 63.64% | +63.64% | +36.36% | +3.03% | -15.75% | 18:42 | 15:28 | 17:31 | 19:01 | 19:38 | 20:52 | 02:07 | 01:34 |
 | Naga Siren | 9 | 64.29% | 91.0 | 66.67% | +46.67% | +33.33% | -16.67% | -5.16% | 31:42 | 18:38 | 24:07 | 31:27 | 33:48 | 51:37 | 09:41 | 07:10 |
 | Clockwerk | 14 | 31.11% | 89.7 | 71.43% | +16.59% | +3.57% | -4.76% | -1.37% | 33:30 | 25:24 | 30:23 | 34:15 | 36:28 | 39:08 | 06:05 | 04:30 |
 | Dragon Knight | 5 | 27.78% | 88.5 | 80.00% | +41.54% | +20.00% | -80.00% | -11.93% | 30:27 | 24:39 | 24:39 | 32:44 | 33:02 | 35:03 | 08:23 | 06:12 |
 | Phantom Assassin | 12 | 16.67% | 87.2 | 75.00% | +28.33% | -41.67% | +25.00% | 0.00% | 32:55 | 24:25 | 27:04 | 32:35 | 36:02 | 47:33 | 08:58 | 06:38 |
 | Disruptor | 26 | 27.96% | 85.9 | 65.38% | +25.08% | -22.52% | +17.95% | 6.15% | 34:31 | 24:08 | 30:15 | 33:47 | 36:50 | 49:32 | 06:35 | 04:52 |
 | Pangolier | 7 | 10.00% | 84.6 | 85.71% | +44.44% | +14.29% | +14.29% | 0.00% | 34:00 | 24:51 | 25:10 | 35:06 | 36:09 | 46:00 | 10:59 | 08:08 |
 | Tidehunter | 43 | 37.39% | 83.3 | 60.47% | +6.30% | -5.92% | -5.92% | 0.00% | 24:56 | 16:03 | 20:45 | 25:09 | 28:33 | 33:45 | 07:48 | 05:46 |
 | Enigma | 1 | 33.33% | 82.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:04 | 1:06:04 | 1:06:04 | 1:06:04 | 1:06:04 | 1:06:04 | 00:00 | 00:00 |
 | Slark | 3 | 60.00% | 80.8 | 66.67% | +66.67% | +33.33% | 0.00% | -1.83% | 26:41 | 17:03 | 17:03 | 27:47 | 35:13 | 35:13 | 18:10 | 13:27 |
 | Dark Seer | 21 | 55.26% | 79.5 | 57.14% | -7.57% | +22.86% | -17.14% | -8.36% | 18:32 | 14:46 | 15:53 | 17:33 | 20:40 | 31:01 | 04:47 | 03:32 |
 | Void Spirit | 48 | 82.76% | 78.2 | 52.08% | +52.08% | -2.08% | -2.08% | 0.00% | 24:49 | 15:47 | 21:39 | 23:43 | 27:13 | 36:12 | 05:34 | 04:07 |
 | Storm Spirit | 25 | 29.41% | 76.9 | 60.00% | +15.00% | +6.67% | -43.33% | -8.20% | 36:24 | 24:12 | 31:39 | 34:28 | 37:45 | 53:38 | 06:06 | 04:31 |
 | Venomancer | 4 | 30.77% | 75.6 | 75.00% | +19.44% | +25.00% | +25.00% | 0.00% | 34:05 | 27:40 | 27:40 | 33:28 | 35:19 | 39:51 | 07:39 | 05:40 |
 | Lycan | 12 | 52.17% | 74.4 | 58.33% | -5.31% | +8.34% | +8.34% | 0.00% | 28:50 | 23:36 | 26:32 | 28:09 | 29:02 | 36:12 | 02:30 | 01:51 |
 | Ember Spirit | 46 | 46.94% | 73.1 | 54.35% | +4.35% | +20.65% | -17.99% | -6.70% | 31:09 | 20:28 | 28:18 | 30:10 | 34:04 | 44:16 | 05:46 | 04:16 |
 | Grimstroke | 21 | 20.59% | 71.8 | 61.90% | +18.69% | +38.10% | -1.90% | -2.94% | 33:22 | 20:20 | 25:42 | 32:53 | 39:19 | 47:53 | 13:37 | 10:05 |
 | Weaver | 62 | 36.47% | 70.5 | 51.61% | +0.68% | +10.89% | +8.39% | -0.40% | 31:11 | 17:26 | 27:34 | 30:37 | 33:53 | 52:25 | 06:19 | 04:40 |
 | Puck | 32 | 39.51% | 69.2 | 53.13% | +8.23% | -3.13% | -15.63% | -2.20% | 31:54 | 22:55 | 28:48 | 31:32 | 34:29 | 43:41 | 05:41 | 04:12 |
 | Visage | 4 | 80.00% | 67.9 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 23:22 | 18:08 | 18:08 | 22:49 | 25:52 | 26:40 | 07:44 | 05:43 |
 | Bristleback | 4 | 80.00% | 66.7 | 50.00% | +50.00% | +50.00% | -50.00% | -22.73% | 19:13 | 15:23 | 15:23 | 18:12 | 19:47 | 23:31 | 04:24 | 03:15 |
 | Brewmaster | 23 | 100.00% | 65.4 | 43.48% | +43.48% | +6.52% | +6.52% | 0.00% | 22:11 | 15:00 | 18:32 | 21:52 | 24:21 | 33:48 | 05:49 | 04:18 |
 | Juggernaut | 5 | 45.45% | 64.1 | 60.00% | +43.33% | +40.00% | +40.00% | 0.00% | 27:56 | 24:23 | 24:23 | 27:03 | 28:36 | 32:48 | 04:13 | 03:07 |
 | Nyx Assassin | 7 | 13.21% | 62.8 | 71.43% | +34.47% | -21.43% | +28.57% | 3.57% | 38:11 | 27:02 | 28:44 | 37:24 | 42:44 | 50:38 | 14:00 | 10:22 |
 | Spirit Breaker | 49 | 39.20% | 61.5 | 48.98% | +14.77% | -7.31% | +17.69% | 3.48% | 30:26 | 22:07 | 25:45 | 29:47 | 32:56 | 44:53 | 07:11 | 05:19 |
 | Invoker | 25 | 35.71% | 60.3 | 52.00% | +9.78% | -18.67% | +14.67% | 4.28% | 28:43 | 21:29 | 23:38 | 27:29 | 31:25 | 41:05 | 07:47 | 05:45 |
 | Kunkka | 12 | 9.16% | 59.0 | 66.67% | +12.05% | +33.33% | -33.34% | -5.45% | 38:19 | 25:34 | 28:08 | 36:39 | 40:22 | 56:45 | 12:14 | 09:03 |
 | Templar Assassin | 17 | 16.19% | 57.7 | 58.82% | +5.41% | +41.18% | -33.82% | -16.61% | 23:38 | 19:05 | 20:24 | 22:32 | 24:55 | 36:35 | 04:31 | 03:20 |
 | Ursa | 2 | 9.52% | 56.4 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 38:34 | 24:43 | 24:43 | 52:25 | 52:25 | 52:25 | 27:42 | 20:31 |
 | Tusk | 10 | 20.00% | 55.1 | 60.00% | +12.50% | +6.67% | -10.00% | -2.71% | 34:08 | 22:15 | 31:50 | 33:33 | 37:59 | 45:00 | 06:09 | 04:33 |
 | Jakiro | 6 | 17.65% | 53.8 | 66.67% | +23.81% | -16.67% | +33.33% | 5.29% | 31:08 | 19:24 | 24:29 | 28:46 | 33:56 | 47:02 | 09:27 | 07:00 |
 | Gyrocopter | 30 | 63.83% | 52.6 | 43.33% | +8.04% | +6.67% | -14.76% | -5.45% | 15:52 | 10:34 | 13:29 | 15:39 | 17:25 | 25:02 | 03:56 | 02:54 |
 | Bane | 8 | 3.38% | 51.3 | 75.00% | +19.54% | -25.00% | +25.00% | 0.00% | 44:54 | 33:30 | 38:34 | 40:41 | 46:48 | 1:04:15 | 08:14 | 06:05 |
 | Mirana | 8 | 14.55% | 50.0 | 62.50% | -3.46% | -12.50% | -12.50% | 0.00% | 30:45 | 20:46 | 21:15 | 23:19 | 32:19 | 1:03:16 | 11:04 | 08:11 |
 | Shadow Demon | 8 | 13.11% | 48.7 | 62.50% | +0.24% | -62.50% | +37.50% | 0.00% | 33:12 | 25:06 | 25:20 | 31:00 | 34:15 | 49:35 | 08:55 | 06:36 |
 | Chen | 1 | 16.67% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 00:00 | 00:00 |
 | Snapfire | 17 | 9.39% | 46.2 | 52.94% | +6.60% | +22.06% | -2.94% | -1.92% | 28:24 | 16:17 | 19:56 | 26:26 | 32:59 | 44:51 | 13:03 | 09:40 |
 | Rubick | 6 | 8.57% | 44.9 | 66.67% | +21.36% | -16.67% | -66.67% | -7.03% | 31:53 | 27:14 | 27:45 | 31:37 | 34:52 | 38:05 | 07:07 | 05:16 |
 | Morphling | 16 | 25.40% | 43.6 | 43.75% | -3.06% | +6.25% | +6.25% | 0.00% | 28:18 | 20:21 | 22:21 | 26:46 | 31:33 | 38:43 | 09:12 | 06:48 |
 | Centaur Warrunner | 3 | 15.00% | 42.3 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 30:29 | 27:38 | 27:38 | 30:03 | 33:45 | 33:45 | 06:07 | 04:31 |
 | Batrider | 3 | 11.11% | 41.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 37:39 | 31:37 | 31:37 | 39:55 | 41:25 | 41:25 | 09:48 | 07:15 |
 | Axe | 1 | 7.69% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Sven | 1 | 7.69% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 29:31 | 00:00 | 00:00 |
 | Slardar | 1 | 6.25% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 00:00 | 00:00 |
 | Undying | 1 | 5.26% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:15 | 39:15 | 39:15 | 39:15 | 39:15 | 39:15 | 00:00 | 00:00 |
 | Broodmother | 4 | 13.33% | 34.6 | 50.00% | +7.69% | -50.00% | -50.00% | 0.00% | 19:46 | 14:22 | 14:22 | 15:49 | 16:32 | 32:20 | 02:10 | 01:36 |
 | Vengeful Spirit | 2 | 28.57% | 33.3 | 50.00% | -30.00% | -50.00% | 0.00% | 0.00% | 24:08 | 17:37 | 17:37 | 30:39 | 30:39 | 30:39 | 13:02 | 09:39 |
 | Wraith King | 3 | 2.44% | 32.1 | 66.67% | +17.50% | -66.67% | 0.00% | 0.00% | 48:53 | 36:06 | 36:06 | 54:03 | 56:31 | 56:31 | 20:25 | 15:07 |
 | Legion Commander | 1 | 2.27% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Doom | 1 | 2.22% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 00:00 | 00:00 |
 | Queen of Pain | 3 | 1.68% | 28.2 | 66.67% | +17.24% | -66.67% | 0.00% | 0.00% | 37:45 | 24:48 | 24:48 | 33:00 | 55:28 | 55:28 | 30:40 | 22:42 |
 | Lina | 1 | 1.33% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 00:00 | 00:00 |
 | Monkey King | 1 | 1.18% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 00:00 | 00:00 |
 | Sand King | 2 | 8.00% | 24.4 | 50.00% | +2.17% | -50.00% | 0.00% | 0.00% | 33:24 | 20:36 | 20:36 | 46:12 | 46:12 | 46:12 | 25:36 | 18:57 |
 | Terrorblade | 7 | 11.86% | 23.1 | 28.57% | -25.28% | +21.43% | -28.57% | 0.00% | 40:03 | 20:14 | 27:47 | 44:13 | 46:24 | 51:02 | 18:37 | 13:47 |
 | Leshrac | 2 | 5.56% | 21.8 | 50.00% | -5.88% | -50.00% | 0.00% | 0.00% | 19:31 | 18:05 | 18:05 | 20:57 | 20:57 | 20:57 | 02:52 | 02:07 |
 | Dawnbreaker | 6 | 50.00% | 20.5 | 16.67% | +16.67% | +33.33% | -16.67% | -7.25% | 25:17 | 19:04 | 21:41 | 25:26 | 28:35 | 30:42 | 06:54 | 05:06 |
 | Timbersaw | 2 | 4.00% | 19.2 | 50.00% | +2.08% | +50.00% | 0.00% | 0.00% | 35:27 | 32:55 | 32:55 | 37:58 | 37:58 | 37:58 | 05:03 | 03:44 |
 | Silencer | 4 | 18.18% | 17.9 | 25.00% | -19.44% | +75.00% | -25.00% | 0.00% | 46:44 | 32:17 | 32:17 | 37:47 | 43:17 | 1:13:35 | 11:00 | 08:08 |
 | Hoodwink | 4 | 14.29% | 16.7 | 25.00% | -12.50% | -25.00% | -25.00% | 0.00% | 34:28 | 27:55 | 27:55 | 30:43 | 35:55 | 43:18 | 08:00 | 05:55 |
 | Mars | 2 | 1.13% | 15.4 | 50.00% | +0.86% | -50.00% | 0.00% | 0.00% | 34:05 | 32:30 | 32:30 | 35:39 | 35:39 | 35:39 | 03:09 | 02:20 |
 | Alchemist | 1 | 100.00% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 00:00 | 00:00 |
 | Elder Titan | 1 | 12.50% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 |
 | Viper | 2 | 8.33% | 11.5 | 0.00% | -68.18% | 0.00% | 0.00% | 0.00% | 30:31 | 29:00 | 29:00 | 32:02 | 32:02 | 32:02 | 03:02 | 02:14 |
 | Luna | 4 | 4.30% | 10.3 | 0.00% | -53.93% | 0.00% | 0.00% | 0.00% | 44:11 | 36:49 | 36:49 | 39:31 | 41:18 | 59:07 | 04:29 | 03:19 |
 | Troll Warlord | 1 | 2.94% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 00:00 | 00:00 |
 | Huskar | 1 | 50.00% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:01 | 30:01 | 30:01 | 30:01 | 30:01 | 30:01 | 00:00 | 00:00 |
 | Nature's Prophet | 2 | 16.67% | 6.4 | 0.00% | -30.00% | 0.00% | 0.00% | 0.00% | 20:55 | 20:49 | 20:49 | 21:00 | 21:00 | 21:00 | 00:11 | 00:08 |
 | Anti-Mage | 2 | 15.38% | 5.1 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 28:58 | 27:18 | 27:18 | 30:38 | 30:38 | 30:38 | 03:20 | 02:28 |
 | Ogre Magi | 1 | 1.14% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Spectre | 2 | 100.00% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:50 | 18:50 | 18:55 | 18:55 | 18:55 | 00:05 | 00:03 |
 | Dark Willow | 1 | 2.04% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 00:00 | 00:00 |