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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 Shard | 600 | 32.79% | 64.2 | 49.67% | +12.34% | +6.33% | -9.00% | -1.21% | 26:14 | 15:00 | 18:51 | 24:59 | 31:30 | 60:48 | 09:22 |
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 | |
 | Phoenix | 3 | 60.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 19:45 | 15:10 | 15:10 | 17:31 | 26:33 | 26:33 | 11:23 | 08:25 |
 | Naga Siren | 8 | 34.78% | 98.9 | 87.50% | +34.17% | +12.50% | +12.50% | 0.00% | 33:11 | 22:29 | 25:24 | 29:09 | 38:02 | 46:22 | 12:38 | 09:21 |
 | Shadow Demon | 5 | 71.43% | 97.7 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 24:14 | 15:32 | 15:32 | 25:07 | 29:42 | 32:30 | 14:10 | 10:29 |
 | Anti-Mage | 1 | 50.00% | 96.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 00:00 | 00:00 |
 | Doom | 13 | 81.25% | 95.5 | 69.23% | +69.23% | +30.77% | -35.90% | -9.93% | 26:09 | 19:14 | 21:38 | 25:36 | 28:21 | 36:09 | 06:43 | 04:58 |
 | Pudge | 4 | 14.29% | 94.3 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 36:57 | 27:17 | 27:17 | 32:27 | 32:28 | 55:34 | 05:11 | 03:50 |
 | Dawnbreaker | 20 | 83.33% | 93.2 | 65.00% | +65.00% | +15.00% | -5.00% | -1.91% | 25:00 | 18:15 | 19:13 | 20:18 | 29:42 | 50:49 | 10:29 | 07:45 |
 | Slark | 9 | 69.23% | 92.0 | 66.67% | +16.67% | +33.33% | -66.67% | -8.80% | 25:25 | 16:26 | 19:09 | 23:49 | 30:31 | 37:57 | 11:22 | 08:25 |
 | Sven | 14 | 66.67% | 90.9 | 64.29% | +21.43% | +10.71% | -30.96% | -22.73% | 18:37 | 15:04 | 15:53 | 16:49 | 17:43 | 36:38 | 01:50 | 01:21 |
 | Lifestealer | 13 | 81.25% | 89.8 | 61.54% | -38.46% | +5.13% | +5.13% | 0.00% | 20:42 | 15:01 | 15:07 | 19:19 | 21:06 | 32:21 | 05:59 | 04:25 |
 | Hoodwink | 14 | 53.85% | 88.6 | 64.29% | +22.62% | +10.71% | -30.96% | -10.29% | 19:26 | 15:01 | 16:01 | 18:24 | 20:04 | 27:47 | 04:03 | 03:00 |
 | Clockwerk | 17 | 43.59% | 87.5 | 64.71% | +32.89% | +10.29% | -14.71% | -3.69% | 29:22 | 17:24 | 26:01 | 29:08 | 32:47 | 39:34 | 06:46 | 05:00 |
 | Enigma | 19 | 40.43% | 86.4 | 63.16% | +9.59% | -23.16% | +16.84% | 5.32% | 22:57 | 15:02 | 16:31 | 20:14 | 24:02 | 54:13 | 07:31 | 05:34 |
 | Kunkka | 2 | 18.18% | 85.2 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 30:50 | 30:42 | 30:42 | 30:57 | 30:57 | 30:57 | 00:15 | 00:11 |
 | Slardar | 4 | 36.36% | 84.1 | 75.00% | +46.43% | +25.00% | +25.00% | 0.00% | 37:34 | 27:00 | 27:00 | 30:40 | 40:10 | 52:26 | 13:10 | 09:45 |
 | Wraith King | 1 | 33.33% | 83.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 00:00 | 00:00 |
 | Underlord | 1 | 33.33% | 81.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 00:00 | 00:00 |
 | Chaos Knight | 6 | 100.00% | 80.7 | 50.00% | +50.00% | +50.00% | -50.00% | -36.14% | 26:31 | 24:48 | 25:06 | 25:52 | 27:52 | 28:30 | 02:46 | 02:02 |
 | Lone Druid | 16 | 100.00% | 79.5 | 50.00% | +50.00% | 0.00% | -25.00% | -9.55% | 19:46 | 16:22 | 17:36 | 19:03 | 20:13 | 27:11 | 02:37 | 01:56 |
 | Grimstroke | 2 | 100.00% | 78.4 | 50.00% | +50.00% | -50.00% | 0.00% | 15.87% | 16:37 | 15:02 | 15:02 | 18:11 | 18:11 | 18:11 | 03:09 | 02:20 |
 | Tidehunter | 2 | 15.38% | 77.3 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 28:50 | 18:49 | 18:49 | 38:50 | 38:50 | 38:50 | 20:01 | 14:49 |
 | Templar Assassin | 4 | 30.77% | 76.1 | 75.00% | +41.67% | +25.00% | -75.00% | 0.00% | 28:51 | 25:14 | 25:14 | 27:38 | 29:27 | 33:06 | 04:13 | 03:07 |
 | Visage | 21 | 77.78% | 75.0 | 52.38% | +19.05% | +27.62% | +7.62% | -3.82% | 21:09 | 15:01 | 17:54 | 19:15 | 23:08 | 35:43 | 05:14 | 03:52 |
 | Magnus | 7 | 63.64% | 73.9 | 57.14% | +32.14% | -7.14% | -7.14% | 0.00% | 21:39 | 15:06 | 15:34 | 21:07 | 23:48 | 32:23 | 08:14 | 06:05 |
 | Faceless Void | 11 | 64.71% | 72.7 | 54.55% | +21.22% | +12.12% | -54.55% | -11.66% | 26:21 | 20:54 | 21:46 | 25:41 | 27:29 | 36:35 | 05:43 | 04:14 |
 | Pangolier | 40 | 74.07% | 71.6 | 50.00% | +14.29% | -10.00% | +10.00% | 2.79% | 22:34 | 15:02 | 17:33 | 20:09 | 24:43 | 58:08 | 07:10 | 05:18 |
 | Earth Spirit | 3 | 50.00% | 70.5 | 66.67% | 0.00% | +33.33% | 0.00% | -1.16% | 39:44 | 26:35 | 26:35 | 37:25 | 55:13 | 55:13 | 28:38 | 21:12 |
 | Shadow Fiend | 14 | 19.72% | 69.3 | 64.29% | +11.66% | +10.71% | +2.38% | 0.00% | 30:13 | 16:38 | 24:43 | 29:34 | 35:19 | 53:34 | 10:36 | 07:51 |
 | Chen | 4 | 23.53% | 68.2 | 75.00% | +36.54% | +25.00% | +25.00% | 0.00% | 21:03 | 15:00 | 15:00 | 18:07 | 21:21 | 29:42 | 06:21 | 04:42 |
 | Bristleback | 1 | 25.00% | 67.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 00:00 | 00:00 |
 | Zeus | 19 | 95.00% | 65.9 | 42.11% | -57.89% | +17.89% | -22.11% | -30.77% | 16:06 | 15:00 | 15:01 | 15:36 | 16:19 | 19:54 | 01:18 | 00:57 |
 | Invoker | 7 | 36.84% | 64.8 | 57.14% | +23.81% | +42.86% | -7.14% | -9.20% | 27:47 | 24:59 | 25:03 | 26:13 | 30:29 | 31:09 | 05:26 | 04:01 |
 | Bloodseeker | 7 | 87.50% | 63.6 | 42.86% | +42.86% | +7.14% | -42.86% | -8.29% | 25:09 | 18:54 | 21:10 | 23:24 | 27:12 | 32:03 | 06:02 | 04:28 |
 | Lich | 10 | 50.00% | 62.5 | 50.00% | +10.00% | -16.67% | +50.00% | 17.32% | 20:01 | 15:49 | 16:49 | 18:23 | 20:40 | 33:37 | 03:51 | 02:51 |
 | Beastmaster | 19 | 76.00% | 61.4 | 42.11% | -24.56% | -2.11% | -22.11% | -2.39% | 24:58 | 16:10 | 19:48 | 24:26 | 28:10 | 40:02 | 08:22 | 06:11 |
 | Snapfire | 25 | 56.82% | 60.2 | 44.00% | -3.37% | +22.67% | -27.33% | -4.02% | 26:45 | 15:00 | 18:45 | 22:57 | 31:12 | 50:45 | 12:27 | 09:13 |
 | Mars | 17 | 80.95% | 59.1 | 41.18% | +16.18% | +8.82% | -16.18% | -1.55% | 26:27 | 15:01 | 17:19 | 26:20 | 33:28 | 38:33 | 16:09 | 11:57 |
 | Vengeful Spirit | 7 | 77.78% | 58.0 | 42.86% | -57.14% | +7.14% | +7.14% | 0.00% | 29:19 | 15:01 | 19:08 | 27:15 | 30:35 | 54:35 | 11:27 | 08:28 |
 | Witch Doctor | 8 | 100.00% | 56.8 | 37.50% | +37.50% | -37.50% | -37.50% | 0.00% | 18:12 | 15:01 | 15:01 | 17:09 | 17:49 | 25:04 | 02:48 | 02:04 |
 | Broodmother | 2 | 6.25% | 55.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 28:34 | 26:37 | 26:37 | 30:31 | 30:31 | 30:31 | 03:54 | 02:53 |
 | Dazzle | 4 | 57.14% | 54.5 | 50.00% | +16.67% | -50.00% | +50.00% | 8.73% | 25:44 | 16:24 | 16:24 | 27:15 | 27:51 | 31:24 | 11:27 | 08:28 |
 | Viper | 2 | 66.67% | 53.4 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 40:51 | 36:19 | 36:19 | 45:23 | 45:23 | 45:23 | 09:04 | 06:42 |
 | Timbersaw | 1 | 16.67% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 00:00 | 00:00 |
 | Earthshaker | 18 | 100.00% | 51.1 | 33.33% | +33.33% | +46.67% | -8.33% | -8.21% | 19:49 | 15:00 | 15:11 | 17:10 | 21:53 | 42:51 | 06:42 | 04:57 |
 | Ancient Apparition | 5 | 71.43% | 50.0 | 40.00% | +40.00% | +60.00% | -40.00% | -7.43% | 29:02 | 21:26 | 21:26 | 30:32 | 34:53 | 36:35 | 13:27 | 09:57 |
 | Lycan | 1 | 14.29% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 00:00 | 00:00 |
 | Ember Spirit | 17 | 70.83% | 47.7 | 35.29% | +6.72% | -10.29% | +14.71% | 2.38% | 30:38 | 21:56 | 24:35 | 30:50 | 35:05 | 41:23 | 10:30 | 07:46 |
 | Rubick | 11 | 61.11% | 46.6 | 36.36% | +22.07% | +30.31% | -36.36% | -6.76% | 26:42 | 16:42 | 19:49 | 27:42 | 29:41 | 36:25 | 09:52 | 07:18 |
 | Ursa | 4 | 36.36% | 45.5 | 50.00% | -7.14% | -50.00% | +50.00% | 0.00% | 31:41 | 28:59 | 28:59 | 29:57 | 32:35 | 35:12 | 03:36 | 02:40 |
 | Razor | 4 | 36.36% | 44.3 | 50.00% | -21.43% | -50.00% | -50.00% | 0.00% | 28:09 | 23:39 | 23:39 | 25:16 | 28:44 | 34:58 | 05:05 | 03:45 |
 | Axe | 2 | 50.00% | 43.2 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 29:55 | 27:21 | 27:21 | 32:28 | 32:28 | 32:28 | 05:07 | 03:47 |
 | Nature's Prophet | 1 | 11.11% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Venomancer | 1 | 11.11% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 10.00% | 39.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 00:00 | 00:00 |
 | Alchemist | 3 | 75.00% | 38.6 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 37:31 | 34:13 | 34:13 | 34:54 | 43:25 | 43:25 | 09:12 | 06:48 |
 | Lina | 1 | 7.14% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 00:00 | 00:00 |
 | Morphling | 11 | 29.73% | 36.4 | 36.36% | -9.79% | -3.03% | +30.31% | 2.97% | 32:55 | 23:19 | 26:32 | 32:29 | 37:46 | 42:09 | 11:14 | 08:19 |
 | Terrorblade | 1 | 5.88% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:21 | 38:21 | 38:21 | 38:21 | 38:21 | 38:21 | 00:00 | 00:00 |
 | Shadow Shaman | 2 | 33.33% | 34.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 44:25 | 32:38 | 32:38 | 56:11 | 56:11 | 56:11 | 23:33 | 17:26 |
 | Spirit Breaker | 3 | 60.00% | 33.0 | 33.33% | +33.33% | -33.33% | 0.00% | 1.18% | 31:47 | 17:30 | 17:30 | 32:07 | 45:44 | 45:44 | 28:14 | 20:54 |
 | Marci | 10 | 13.16% | 31.8 | 40.00% | -11.52% | -6.67% | -40.00% | -2.85% | 32:41 | 23:02 | 24:59 | 27:56 | 36:41 | 58:32 | 11:42 | 08:40 |
 | Tiny | 3 | 4.92% | 30.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 36:28 | 31:29 | 31:29 | 37:43 | 40:11 | 40:11 | 08:42 | 06:26 |
 | Primal Beast | 16 | 27.12% | 29.5 | 31.25% | -26.89% | -6.25% | +18.75% | 2.60% | 30:57 | 17:24 | 24:13 | 29:39 | 33:50 | 47:26 | 09:37 | 07:07 |
 | Dark Willow | 4 | 80.00% | 28.4 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 23:55 | 21:45 | 21:45 | 21:50 | 25:28 | 26:36 | 03:43 | 02:45 |
 | Puck | 1 | 3.85% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Disruptor | 1 | 3.33% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 |
 | Silencer | 4 | 9.52% | 25.0 | 50.00% | +5.26% | -50.00% | +50.00% | 9.98% | 25:23 | 18:14 | 18:14 | 21:17 | 28:15 | 33:45 | 10:01 | 07:25 |
 | Sniper | 6 | 31.58% | 23.9 | 33.33% | -28.21% | +16.67% | -33.33% | -10.60% | 24:21 | 15:02 | 21:45 | 23:34 | 26:28 | 35:13 | 04:43 | 03:29 |
 | Nyx Assassin | 1 | 2.38% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:02 | 45:02 | 45:02 | 45:02 | 45:02 | 45:02 | 00:00 | 00:00 |
 | Jakiro | 2 | 12.50% | 21.6 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 36:14 | 32:39 | 32:39 | 39:49 | 39:49 | 39:49 | 07:10 | 05:18 |
 | Void Spirit | 4 | 44.44% | 20.5 | 25.00% | +5.00% | -25.00% | -25.00% | 0.00% | 22:46 | 16:41 | 16:41 | 20:26 | 21:23 | 32:35 | 04:42 | 03:28 |
 | Drow Ranger | 11 | 50.00% | 19.3 | 18.18% | -27.27% | +48.49% | -18.18% | -5.21% | 26:54 | 16:26 | 19:06 | 30:36 | 31:54 | 39:51 | 12:48 | 09:28 |
 | Batrider | 4 | 22.22% | 18.2 | 25.00% | +10.71% | -25.00% | +75.00% | 0.00% | 24:26 | 20:17 | 20:17 | 23:32 | 25:05 | 28:49 | 04:48 | 03:33 |
 | Leshrac | 11 | 20.00% | 17.0 | 18.18% | -47.73% | +15.15% | +15.15% | 0.00% | 35:34 | 26:38 | 30:10 | 38:57 | 39:39 | 44:15 | 09:29 | 07:01 |
 | Death Prophet | 6 | 33.33% | 15.9 | 16.67% | -41.66% | -16.67% | -16.67% | 0.00% | 37:35 | 26:51 | 27:37 | 36:24 | 40:37 | 54:58 | 13:00 | 09:37 |
 | Crystal Maiden | 6 | 13.95% | 14.8 | 16.67% | -56.30% | +33.33% | -16.67% | -3.48% | 35:15 | 26:10 | 26:31 | 32:44 | 40:54 | 46:33 | 14:23 | 10:39 |
 | Mirana | 1 | 8.33% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 |
 | Phantom Assassin | 2 | 50.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 22:26 | 22:26 | 24:35 | 24:35 | 24:35 | 02:09 | 01:35 |
 | Phantom Lancer | 1 | 100.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Tusk | 1 | 4.00% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Huskar | 1 | 50.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Ogre Magi | 2 | 50.00% | 8.0 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 37:44 | 34:06 | 34:06 | 41:21 | 41:21 | 41:21 | 07:15 | 05:22 |
 | Enchantress | 1 | 3.70% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 00:00 | 00:00 |
 | Queen of Pain | 2 | 22.22% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 16:28 | 16:28 | 40:14 | 40:14 | 40:14 | 23:46 | 17:36 |
 | Juggernaut | 2 | 66.67% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 29:19 | 29:19 | 32:20 | 32:20 | 32:20 | 03:01 | 02:14 |
 | Brewmaster | 2 | 8.70% | 3.4 | 0.00% | -47.62% | 0.00% | 0.00% | 0.00% | 39:38 | 32:20 | 32:20 | 46:55 | 46:55 | 46:55 | 14:35 | 10:48 |
 | Winter Wyvern | 1 | 33.33% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 00:00 | 00:00 |
 | Riki | 1 | 100.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |