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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 | 1459 | 15.84% | 84.3 | 59.77% | +15.79% | +2.70% | -2.24% | -0.46% | 28:11 | 11:05 | 22:02 | 26:41 | 32:44 | 1:14:46 | 07:55 |
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 | |
 | Meepo | 2 | 66.67% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 24:12 | 22:50 | 22:50 | 25:34 | 25:34 | 25:34 | 02:44 | 02:01 |
 | Slardar | 5 | 14.71% | 98.9 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 23:15 | 15:14 | 15:14 | 24:20 | 27:31 | 27:46 | 12:17 | 09:05 |
 | Monkey King | 114 | 58.76% | 97.8 | 70.18% | +35.18% | +12.58% | -5.89% | -2.53% | 23:46 | 12:59 | 19:28 | 22:14 | 26:46 | 46:42 | 07:18 | 05:24 |
 | Ember Spirit | 42 | 32.06% | 96.7 | 73.81% | +41.23% | +17.10% | -33.81% | -7.89% | 29:38 | 18:24 | 26:08 | 29:12 | 32:35 | 39:17 | 06:27 | 04:46 |
 | Shadow Demon | 11 | 25.00% | 95.7 | 81.82% | +36.37% | +18.18% | -15.15% | -5.10% | 40:41 | 30:32 | 35:26 | 41:11 | 41:58 | 57:56 | 06:32 | 04:50 |
 | Dragon Knight | 5 | 9.26% | 94.6 | 100.00% | +55.10% | 0.00% | 0.00% | 0.00% | 33:14 | 29:28 | 29:28 | 33:51 | 35:13 | 37:54 | 05:45 | 04:15 |
 | Juggernaut | 57 | 47.11% | 93.5 | 66.67% | +40.11% | +19.04% | -23.81% | -7.70% | 26:43 | 17:42 | 24:01 | 26:11 | 29:35 | 40:15 | 05:34 | 04:07 |
 | Spirit Breaker | 7 | 19.44% | 92.4 | 85.71% | +58.12% | +14.29% | -35.71% | -8.45% | 29:34 | 24:10 | 25:23 | 27:54 | 31:18 | 38:08 | 05:55 | 04:22 |
 | Io | 39 | 47.56% | 91.3 | 66.67% | +17.83% | +33.33% | -36.67% | -31.11% | 16:13 | 12:27 | 14:32 | 15:37 | 16:47 | 27:58 | 02:15 | 01:40 |
 | Puck | 154 | 46.39% | 90.2 | 60.39% | +9.27% | +6.28% | -7.76% | -2.30% | 30:18 | 21:36 | 26:41 | 29:26 | 32:48 | 55:33 | 06:07 | 04:31 |
 | Void Spirit | 232 | 74.84% | 89.1 | 58.19% | +26.14% | +10.78% | -4.74% | -2.87% | 23:59 | 14:14 | 20:54 | 23:31 | 26:18 | 46:26 | 05:24 | 04:00 |
 | Keeper of the Light | 48 | 27.59% | 88.0 | 64.58% | +14.58% | +2.09% | -14.58% | -1.75% | 29:50 | 16:41 | 24:11 | 28:06 | 33:42 | 57:39 | 09:31 | 07:02 |
 | Clockwerk | 18 | 15.38% | 87.0 | 72.22% | +17.67% | -12.22% | +2.78% | 1.35% | 35:46 | 27:39 | 30:41 | 34:45 | 41:50 | 48:13 | 11:09 | 08:15 |
 | Windranger | 11 | 24.44% | 85.9 | 72.73% | +34.49% | +27.27% | -6.06% | -8.37% | 30:11 | 23:42 | 26:16 | 28:53 | 30:15 | 44:06 | 03:59 | 02:57 |
 | Phantom Assassin | 19 | 20.43% | 84.8 | 68.42% | +21.12% | -8.42% | +11.58% | 3.83% | 35:51 | 20:06 | 31:33 | 35:12 | 36:46 | 51:15 | 05:13 | 03:51 |
 | Invoker | 22 | 30.14% | 83.7 | 63.64% | +26.39% | +3.03% | +16.36% | 1.84% | 30:33 | 17:17 | 26:00 | 29:14 | 33:14 | 51:48 | 07:14 | 05:21 |
 | Elder Titan | 7 | 7.14% | 82.6 | 85.71% | +27.47% | +14.29% | +14.29% | 0.00% | 29:51 | 22:21 | 23:37 | 27:57 | 33:45 | 39:37 | 10:08 | 07:30 |
 | Viper | 11 | 15.28% | 81.5 | 72.73% | +21.91% | +27.27% | -6.06% | -4.28% | 31:01 | 19:55 | 27:03 | 31:31 | 34:50 | 39:31 | 07:47 | 05:45 |
 | Dark Seer | 28 | 50.91% | 80.4 | 57.14% | +12.70% | 0.00% | +14.29% | 2.45% | 23:14 | 13:24 | 19:46 | 21:28 | 25:36 | 41:46 | 05:50 | 04:19 |
 | Kunkka | 10 | 21.74% | 79.3 | 70.00% | +20.00% | +30.00% | -20.00% | -9.43% | 29:52 | 22:06 | 27:43 | 29:29 | 33:01 | 33:59 | 05:18 | 03:55 |
 | Disruptor | 16 | 26.67% | 78.3 | 62.50% | +5.68% | +12.50% | +12.50% | 0.00% | 40:34 | 21:50 | 33:10 | 39:31 | 45:53 | 1:09:53 | 12:43 | 09:25 |
 | Morphling | 38 | 32.48% | 77.2 | 55.26% | +9.69% | +14.74% | -10.82% | -5.03% | 25:10 | 17:10 | 21:57 | 25:22 | 27:02 | 44:11 | 05:05 | 03:45 |
 | Rubick | 22 | 11.28% | 76.1 | 63.64% | +19.71% | +19.69% | -43.64% | -8.31% | 35:12 | 23:30 | 29:26 | 34:58 | 37:03 | 54:55 | 07:37 | 05:38 |
 | Terrorblade | 38 | 44.19% | 75.0 | 52.63% | +4.71% | -2.63% | +2.93% | 0.42% | 30:33 | 17:35 | 22:09 | 30:10 | 35:16 | 54:50 | 13:07 | 09:42 |
 | Troll Warlord | 29 | 18.24% | 73.9 | 58.62% | +2.47% | -1.48% | -1.48% | 0.00% | 22:39 | 14:29 | 15:50 | 18:36 | 24:28 | 54:16 | 08:38 | 06:23 |
 | Razor | 5 | 12.82% | 72.8 | 80.00% | +24.12% | +20.00% | +20.00% | 0.00% | 35:14 | 21:55 | 21:55 | 35:22 | 36:32 | 50:46 | 14:37 | 10:49 |
 | Zeus | 7 | 53.85% | 71.7 | 57.14% | +7.14% | +42.86% | -57.14% | -13.73% | 23:09 | 16:52 | 17:43 | 24:41 | 25:00 | 27:17 | 07:17 | 05:23 |
 | Snapfire | 9 | 52.94% | 70.7 | 55.56% | +18.06% | -5.56% | +44.44% | 4.19% | 22:39 | 13:16 | 14:22 | 19:54 | 26:18 | 38:49 | 11:56 | 08:50 |
 | Tusk | 4 | 2.15% | 69.6 | 100.00% | +53.30% | 0.00% | 0.00% | 0.00% | 33:24 | 30:33 | 30:33 | 31:23 | 34:45 | 36:53 | 04:12 | 03:06 |
 | Slark | 12 | 27.27% | 68.5 | 58.33% | +27.08% | +41.67% | +8.34% | -5.59% | 22:16 | 17:06 | 19:04 | 21:23 | 25:02 | 29:31 | 05:58 | 04:25 |
 | Night Stalker | 8 | 21.05% | 67.4 | 62.50% | +25.83% | -12.50% | -12.50% | 0.00% | 21:26 | 13:44 | 16:18 | 17:43 | 25:52 | 30:41 | 09:34 | 07:05 |
 | Mirana | 17 | 11.81% | 66.3 | 58.82% | +12.36% | -8.82% | +16.18% | 3.20% | 29:02 | 20:45 | 23:03 | 28:43 | 30:52 | 44:12 | 07:49 | 05:47 |
 | Axe | 2 | 8.33% | 65.2 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 35:30 | 29:46 | 29:46 | 41:13 | 41:13 | 41:13 | 11:27 | 08:28 |
 | Lycan | 16 | 17.78% | 64.1 | 56.25% | +2.20% | -6.25% | +18.75% | 2.70% | 30:52 | 18:56 | 24:13 | 26:28 | 33:28 | 59:07 | 09:15 | 06:51 |
 | Riki | 55 | 73.33% | 63.0 | 41.82% | +21.82% | +8.18% | -6.11% | -3.93% | 24:04 | 19:01 | 21:47 | 23:10 | 25:25 | 36:16 | 03:38 | 02:41 |
 | Alchemist | 35 | 39.33% | 62.0 | 45.71% | +1.27% | +32.07% | +20.96% | -1.23% | 19:36 | 11:05 | 12:26 | 14:51 | 21:29 | 41:58 | 09:03 | 06:42 |
 | Grimstroke | 28 | 15.91% | 60.9 | 50.00% | +16.89% | -7.14% | -7.14% | 0.00% | 31:57 | 23:09 | 27:19 | 31:02 | 33:12 | 59:35 | 05:53 | 04:21 |
 | Tidehunter | 9 | 5.88% | 59.8 | 66.67% | +14.59% | +33.33% | -66.67% | 0.00% | 27:40 | 17:47 | 18:29 | 28:06 | 32:02 | 37:32 | 13:33 | 10:02 |
 | Storm Spirit | 28 | 23.33% | 58.7 | 46.43% | -11.18% | +25.00% | -17.86% | -3.90% | 36:46 | 25:26 | 32:03 | 35:37 | 43:03 | 52:17 | 11:00 | 08:08 |
 | Gyrocopter | 21 | 43.75% | 57.6 | 42.86% | +9.53% | +57.14% | -2.86% | -8.33% | 18:53 | 12:54 | 15:04 | 17:49 | 22:16 | 27:14 | 07:12 | 05:20 |
 | Brewmaster | 27 | 50.94% | 56.5 | 40.74% | -1.57% | +2.12% | +16.40% | 1.47% | 28:05 | 16:44 | 22:16 | 25:59 | 31:58 | 57:58 | 09:42 | 07:11 |
 | Warlock | 1 | 16.67% | 55.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 00:00 | 00:00 |
 | Sand King | 6 | 8.82% | 54.3 | 66.67% | +18.28% | -16.67% | +33.33% | 0.00% | 33:13 | 17:59 | 22:17 | 37:26 | 40:44 | 43:20 | 18:27 | 13:40 |
 | Pangolier | 5 | 2.73% | 53.3 | 80.00% | +27.19% | +20.00% | +20.00% | 0.00% | 38:39 | 25:00 | 25:00 | 32:28 | 35:58 | 1:08:01 | 10:58 | 08:07 |
 | Nyx Assassin | 7 | 3.30% | 52.2 | 71.43% | +18.26% | +28.57% | -21.43% | 0.00% | 37:45 | 29:01 | 33:15 | 36:03 | 37:53 | 46:51 | 04:38 | 03:25 |
 | Phoenix | 5 | 2.55% | 51.1 | 80.00% | +15.08% | -80.00% | +20.00% | 0.00% | 37:46 | 26:44 | 26:44 | 30:44 | 31:17 | 1:10:07 | 04:33 | 03:22 |
 | Outworld Destroyer | 19 | 17.76% | 50.0 | 47.37% | +5.32% | +12.63% | -47.37% | -6.17% | 29:28 | 18:38 | 23:42 | 27:55 | 33:25 | 44:01 | 09:43 | 07:11 |
 | Mars | 3 | 1.14% | 48.9 | 100.00% | +52.49% | 0.00% | 0.00% | 0.00% | 31:46 | 25:36 | 25:36 | 34:10 | 35:33 | 35:33 | 09:57 | 07:22 |
 | Sven | 1 | 14.29% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 00:00 | 00:00 |
 | Nature's Prophet | 6 | 4.38% | 46.7 | 66.67% | +14.00% | -16.67% | +33.33% | 0.00% | 37:02 | 20:23 | 25:44 | 29:31 | 51:13 | 1:04:14 | 25:29 | 18:52 |
 | Lich | 1 | 11.11% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:17 | 55:17 | 55:17 | 55:17 | 55:17 | 55:17 | 00:00 | 00:00 |
 | Medusa | 2 | 2.35% | 44.6 | 100.00% | +46.99% | 0.00% | 0.00% | 0.00% | 42:16 | 24:07 | 24:07 | 60:25 | 60:25 | 60:25 | 36:18 | 26:53 |
 | Abaddon | 2 | 2.22% | 43.5 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 45:48 | 37:14 | 37:14 | 54:21 | 54:21 | 54:21 | 17:07 | 12:40 |
 | Enigma | 2 | 2.08% | 42.4 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% | 46:14 | 44:52 | 44:52 | 47:36 | 47:36 | 47:36 | 02:44 | 02:01 |
 | Lone Druid | 1 | 9.09% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 00:00 | 00:00 |
 | Magnus | 1 | 9.09% | 40.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 00:00 | 00:00 |
 | Timbersaw | 7 | 5.88% | 39.1 | 57.14% | +2.68% | -7.14% | -57.14% | 0.00% | 42:00 | 30:16 | 33:05 | 42:04 | 45:24 | 1:02:15 | 12:19 | 09:07 |
 | Naga Siren | 7 | 28.00% | 38.0 | 42.86% | +9.53% | +7.14% | +7.14% | 0.00% | 36:54 | 27:51 | 30:37 | 36:00 | 37:40 | 51:39 | 07:03 | 05:13 |
 | Visage | 2 | 40.00% | 37.0 | 50.00% | +50.00% | -50.00% | 0.00% | 20.69% | 16:56 | 15:43 | 15:43 | 18:08 | 18:08 | 18:08 | 02:25 | 01:47 |
 | Skywrath Mage | 1 | 7.14% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:45 | 44:45 | 44:45 | 44:45 | 44:45 | 44:45 | 00:00 | 00:00 |
 | Earth Spirit | 10 | 4.10% | 34.8 | 50.00% | +6.84% | +16.67% | 0.00% | -2.54% | 39:46 | 25:32 | 35:10 | 36:04 | 41:44 | 1:04:26 | 06:34 | 04:51 |
 | Lina | 3 | 6.82% | 33.7 | 66.67% | +27.65% | +33.33% | 0.00% | 0.00% | 30:23 | 25:53 | 25:53 | 28:53 | 36:23 | 36:23 | 10:30 | 07:46 |
 | Batrider | 12 | 8.16% | 32.6 | 41.67% | -8.70% | -8.34% | -8.34% | 0.00% | 40:10 | 23:27 | 28:59 | 35:59 | 38:09 | 1:14:46 | 09:10 | 06:47 |
 | Beastmaster | 8 | 4.49% | 31.5 | 50.00% | -10.00% | +50.00% | 0.00% | -4.28% | 38:55 | 30:23 | 31:54 | 38:38 | 43:35 | 45:16 | 11:41 | 08:39 |
 | Centaur Warrunner | 1 | 5.00% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Death Prophet | 5 | 2.28% | 29.3 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 36:31 | 17:56 | 17:56 | 37:25 | 38:19 | 55:34 | 20:23 | 15:05 |
 | Underlord | 3 | 3.90% | 28.3 | 66.67% | +13.97% | +33.33% | 0.00% | 0.00% | 48:18 | 20:31 | 20:31 | 53:23 | 1:11:01 | 1:11:01 | 50:30 | 37:24 |
 | Wraith King | 5 | 2.17% | 27.2 | 60.00% | +3.56% | -60.00% | +40.00% | 0.00% | 53:42 | 29:18 | 29:18 | 57:13 | 1:03:38 | 1:06:22 | 34:20 | 25:25 |
 | Bounty Hunter | 1 | 4.00% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 00:00 | 00:00 |
 | Doom | 5 | 21.74% | 25.0 | 40.00% | +1.11% | +60.00% | -40.00% | -9.82% | 31:10 | 24:02 | 24:02 | 32:44 | 34:13 | 36:26 | 10:11 | 07:32 |
 | Vengeful Spirit | 2 | 25.00% | 23.9 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 17:08 | 17:00 | 17:00 | 17:16 | 17:16 | 17:16 | 00:16 | 00:11 |
 | Shadow Fiend | 1 | 3.45% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Luna | 5 | 20.83% | 21.7 | 40.00% | +3.16% | +60.00% | -40.00% | -3.99% | 33:27 | 19:50 | 19:50 | 31:17 | 44:52 | 47:15 | 25:02 | 18:32 |
 | Witch Doctor | 3 | 2.59% | 20.7 | 66.67% | +17.11% | +33.33% | 0.00% | 0.00% | 38:40 | 34:01 | 34:01 | 35:08 | 46:50 | 46:50 | 12:49 | 09:29 |
 | Chaos Knight | 2 | 20.00% | 19.6 | 50.00% | +12.50% | -50.00% | 0.00% | 0.00% | 24:05 | 17:33 | 17:33 | 30:36 | 30:36 | 30:36 | 13:03 | 09:40 |
 | Queen of Pain | 4 | 5.41% | 18.5 | 50.00% | +1.43% | -50.00% | +50.00% | 0.00% | 35:34 | 17:28 | 17:28 | 34:02 | 39:12 | 51:32 | 21:44 | 16:05 |
 | Enchantress | 1 | 1.19% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Undying | 1 | 1.09% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 00:00 | 00:00 |
 | Dark Willow | 6 | 12.77% | 15.2 | 33.33% | -20.33% | +16.67% | +66.67% | 5.66% | 26:46 | 19:11 | 22:08 | 22:48 | 30:58 | 42:43 | 08:50 | 06:32 |
 | Crystal Maiden | 1 | 0.81% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |
 | Broodmother | 4 | 44.44% | 13.0 | 25.00% | -35.00% | -25.00% | -25.00% | 0.00% | 18:21 | 14:31 | 14:31 | 16:24 | 17:23 | 25:04 | 02:52 | 02:07 |
 | Oracle | 1 | 0.62% | 12.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 |
 | Leshrac | 2 | 2.70% | 10.9 | 50.00% | +9.72% | -50.00% | 0.00% | 0.00% | 36:16 | 24:01 | 24:01 | 48:31 | 48:31 | 48:31 | 24:30 | 18:08 |
 | Bloodseeker | 3 | 2.91% | 9.8 | 33.33% | -12.67% | -33.33% | 0.00% | 0.00% | 42:39 | 33:56 | 33:56 | 37:35 | 56:25 | 56:25 | 22:29 | 16:39 |
 | Ursa | 3 | 2.50% | 8.7 | 33.33% | -8.55% | -33.33% | 0.00% | 0.00% | 41:19 | 36:42 | 36:42 | 40:45 | 46:29 | 46:29 | 09:47 | 07:14 |
 | Venomancer | 5 | 9.80% | 7.6 | 20.00% | -21.30% | +80.00% | -20.00% | 0.00% | 34:18 | 26:06 | 26:06 | 31:38 | 41:03 | 41:21 | 14:57 | 11:04 |
 | Tiny | 5 | 9.80% | 6.5 | 20.00% | -32.17% | -20.00% | -20.00% | 0.00% | 33:39 | 26:32 | 26:32 | 36:37 | 38:10 | 39:10 | 11:38 | 08:37 |
 | Weaver | 3 | 3.37% | 5.4 | 0.00% | -40.70% | 0.00% | 0.00% | 0.00% | 28:52 | 24:41 | 24:41 | 30:48 | 31:06 | 31:06 | 06:25 | 04:45 |
 | Sniper | 1 | 25.00% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Templar Assassin | 1 | 2.08% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:20 | 52:20 | 52:20 | 52:20 | 52:20 | 52:20 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 0.54% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |
 | Techies | 4 | 100.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:34 | 21:08 | 21:08 | 24:41 | 26:21 | 30:05 | 05:13 | 03:51 |