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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 | 1478 | 16.26% | 81.4 | 56.83% | +12.75% | -0.34% | -2.09% | -0.16% | 29:31 | 10:34 | 23:34 | 28:59 | 34:20 | 1:13:35 | 07:58 |
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 | |
 | Medusa | 18 | 15.00% | 100.0 | 83.33% | +30.39% | +16.67% | -8.33% | -4.31% | 28:29 | 18:56 | 24:45 | 27:23 | 30:33 | 48:20 | 05:48 | 04:17 |
 | Bristleback | 17 | 94.44% | 98.9 | 64.71% | +64.71% | +35.29% | -64.71% | -24.49% | 18:03 | 14:57 | 15:32 | 16:52 | 19:37 | 25:57 | 04:05 | 03:01 |
 | Clockwerk | 26 | 31.33% | 97.8 | 73.08% | +20.45% | -15.94% | +10.25% | 4.02% | 33:33 | 23:35 | 30:23 | 33:45 | 36:54 | 40:06 | 06:31 | 04:49 |
 | Phantom Assassin | 27 | 21.26% | 96.7 | 74.07% | +31.07% | -16.93% | +11.64% | 4.66% | 32:21 | 23:29 | 27:43 | 31:39 | 33:51 | 51:36 | 06:08 | 04:32 |
 | Outworld Destroyer | 57 | 41.61% | 95.7 | 66.67% | +20.42% | -2.38% | -2.38% | 0.00% | 24:52 | 15:47 | 19:46 | 23:31 | 27:46 | 49:19 | 08:00 | 05:55 |
 | Razor | 16 | 10.19% | 94.6 | 81.25% | +37.28% | +18.75% | -6.25% | -2.14% | 34:37 | 23:31 | 26:10 | 35:22 | 37:52 | 57:19 | 11:42 | 08:40 |
 | Tidehunter | 65 | 36.93% | 93.5 | 66.15% | +21.10% | -3.65% | -3.65% | 0.00% | 25:32 | 15:49 | 20:56 | 25:14 | 29:22 | 44:18 | 08:26 | 06:14 |
 | Bloodseeker | 15 | 23.08% | 92.4 | 73.33% | +21.33% | +26.67% | +1.67% | -2.69% | 29:06 | 19:03 | 24:28 | 28:46 | 33:46 | 44:36 | 09:18 | 06:53 |
 | Visage | 9 | 60.00% | 91.3 | 66.67% | +33.34% | +33.33% | -16.67% | -7.16% | 19:36 | 15:18 | 15:50 | 18:08 | 22:49 | 26:40 | 06:59 | 05:10 |
 | Juggernaut | 10 | 41.67% | 90.2 | 70.00% | +34.29% | +30.00% | +30.00% | 0.00% | 27:25 | 24:04 | 26:40 | 26:50 | 28:36 | 32:48 | 01:56 | 01:25 |
 | Ember Spirit | 98 | 55.06% | 89.1 | 60.20% | +13.95% | +7.80% | -10.20% | -2.63% | 30:36 | 20:28 | 27:09 | 29:36 | 34:00 | 44:16 | 06:51 | 05:04 |
 | Spirit Breaker | 96 | 41.03% | 88.0 | 59.38% | +28.22% | -1.05% | +11.45% | 1.52% | 31:10 | 19:48 | 26:51 | 31:14 | 35:05 | 44:53 | 08:14 | 06:05 |
 | Disruptor | 41 | 23.98% | 87.0 | 63.41% | +19.56% | -23.41% | +16.59% | 6.32% | 34:39 | 24:08 | 30:46 | 33:52 | 37:06 | 49:32 | 06:20 | 04:41 |
 | Mirana | 17 | 16.67% | 85.9 | 70.59% | +8.24% | -20.59% | +4.41% | 2.61% | 30:37 | 20:46 | 23:19 | 29:13 | 32:53 | 1:03:16 | 09:34 | 07:05 |
 | Void Spirit | 97 | 78.86% | 84.8 | 54.64% | +31.56% | +7.86% | -8.81% | -2.73% | 25:12 | 15:47 | 21:47 | 25:00 | 27:54 | 36:53 | 06:07 | 04:31 |
 | Earth Spirit | 6 | 13.95% | 83.7 | 83.33% | +34.68% | +16.67% | +16.67% | 0.00% | 36:41 | 30:45 | 35:02 | 36:19 | 37:57 | 42:49 | 02:55 | 02:09 |
 | Tinker | 18 | 81.82% | 82.6 | 55.56% | -19.44% | +24.44% | +19.44% | -2.19% | 19:48 | 15:28 | 18:02 | 19:15 | 20:19 | 34:34 | 02:17 | 01:41 |
 | Naga Siren | 14 | 70.00% | 81.5 | 57.14% | +23.81% | +17.86% | +9.53% | -1.04% | 30:08 | 18:38 | 24:38 | 27:44 | 32:39 | 51:37 | 08:01 | 05:56 |
 | Weaver | 121 | 42.16% | 80.4 | 55.37% | +6.57% | +11.30% | -2.04% | -2.08% | 31:08 | 17:26 | 27:29 | 30:25 | 33:53 | 52:25 | 06:24 | 04:44 |
 | Dark Seer | 34 | 55.74% | 79.3 | 55.88% | +7.73% | +21.90% | -18.38% | -8.45% | 18:41 | 14:17 | 15:54 | 17:38 | 20:40 | 31:01 | 04:46 | 03:31 |
 | Kunkka | 31 | 12.92% | 78.3 | 61.29% | +8.18% | +26.21% | -11.29% | -3.80% | 37:30 | 24:48 | 31:39 | 36:27 | 41:31 | 56:45 | 09:52 | 07:18 |
 | Brewmaster | 30 | 100.00% | 77.2 | 46.67% | +46.67% | +3.33% | +10.47% | 1.31% | 22:18 | 15:00 | 18:53 | 21:52 | 24:21 | 33:48 | 05:28 | 04:02 |
 | Bane | 21 | 5.47% | 76.1 | 66.67% | +12.40% | +13.33% | -26.67% | -5.03% | 41:53 | 26:32 | 36:36 | 40:41 | 44:33 | 1:04:15 | 07:57 | 05:53 |
 | Venomancer | 4 | 23.53% | 75.0 | 75.00% | +21.15% | +25.00% | +25.00% | 0.00% | 34:05 | 27:40 | 27:40 | 33:28 | 35:19 | 39:51 | 07:39 | 05:40 |
 | Puck | 60 | 41.10% | 73.9 | 50.00% | +2.33% | +10.00% | -16.67% | -4.46% | 32:33 | 22:24 | 28:48 | 31:42 | 34:47 | 57:15 | 05:59 | 04:25 |
 | Gyrocopter | 54 | 58.70% | 72.8 | 48.15% | +19.20% | +8.99% | -25.07% | -10.27% | 15:41 | 10:34 | 13:49 | 15:39 | 17:08 | 25:02 | 03:19 | 02:27 |
 | Templar Assassin | 20 | 12.90% | 71.7 | 60.00% | +5.93% | +40.00% | -20.00% | -11.96% | 24:00 | 19:05 | 20:24 | 22:32 | 25:25 | 36:35 | 05:01 | 03:42 |
 | Invoker | 44 | 33.85% | 70.7 | 50.00% | +3.49% | -4.55% | -4.55% | 0.00% | 29:22 | 18:51 | 23:38 | 27:29 | 32:02 | 1:07:05 | 08:24 | 06:13 |
 | Storm Spirit | 44 | 32.12% | 69.6 | 50.00% | -1.61% | +13.64% | -31.82% | -6.91% | 35:49 | 20:51 | 31:42 | 34:35 | 38:17 | 53:38 | 06:35 | 04:52 |
 | Dragon Knight | 10 | 26.32% | 68.5 | 60.00% | +27.86% | -26.67% | -10.00% | 2.33% | 29:43 | 22:49 | 25:52 | 31:11 | 33:02 | 35:03 | 07:10 | 05:18 |
 | Pangolier | 10 | 7.81% | 67.4 | 70.00% | +21.69% | +30.00% | +30.00% | 0.00% | 32:51 | 24:51 | 25:10 | 34:26 | 36:09 | 46:00 | 10:59 | 08:08 |
 | Abaddon | 3 | 4.35% | 66.3 | 100.00% | +42.42% | 0.00% | 0.00% | 0.00% | 41:07 | 32:54 | 32:54 | 43:03 | 47:24 | 47:24 | 14:30 | 10:44 |
 | Jakiro | 9 | 13.04% | 65.2 | 66.67% | +20.00% | -16.67% | +33.33% | 2.96% | 31:48 | 19:24 | 21:37 | 33:13 | 38:30 | 47:02 | 16:53 | 12:30 |
 | Shadow Demon | 13 | 14.61% | 64.1 | 61.54% | +6.28% | -28.21% | +5.13% | 1.87% | 36:25 | 25:06 | 27:06 | 34:15 | 44:53 | 49:35 | 17:47 | 13:10 |
 | Snapfire | 28 | 9.24% | 63.0 | 57.14% | +12.41% | +14.29% | +14.29% | 0.00% | 29:39 | 16:17 | 21:21 | 27:00 | 33:59 | 48:02 | 12:38 | 09:21 |
 | Lycan | 13 | 36.11% | 62.0 | 53.85% | -2.67% | +12.82% | +12.82% | 0.00% | 29:05 | 23:36 | 26:32 | 28:17 | 32:00 | 36:12 | 05:28 | 04:02 |
 | Dawnbreaker | 14 | 48.28% | 60.9 | 50.00% | +30.00% | 0.00% | +50.00% | 8.04% | 26:35 | 19:04 | 24:29 | 25:52 | 30:42 | 33:15 | 06:13 | 04:36 |
 | Axe | 2 | 8.70% | 59.8 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 37:20 | 36:23 | 36:23 | 38:17 | 38:17 | 38:17 | 01:54 | 01:24 |
 | Grimstroke | 34 | 16.43% | 58.7 | 50.00% | +6.65% | +5.56% | +12.50% | 0.55% | 34:07 | 20:20 | 27:41 | 33:48 | 40:21 | 49:41 | 12:40 | 09:22 |
 | Centaur Warrunner | 6 | 13.95% | 57.6 | 66.67% | +18.02% | -16.67% | +33.33% | 0.00% | 28:47 | 24:33 | 26:40 | 27:38 | 30:03 | 33:45 | 03:23 | 02:30 |
 | Rubick | 7 | 5.65% | 56.5 | 71.43% | +24.42% | -21.43% | -21.43% | 0.00% | 32:16 | 27:14 | 27:45 | 31:42 | 34:38 | 38:05 | 06:53 | 05:05 |
 | Tusk | 10 | 12.35% | 55.4 | 60.00% | +7.89% | +6.67% | -10.00% | -2.71% | 34:08 | 22:15 | 31:50 | 33:33 | 37:59 | 45:00 | 06:09 | 04:33 |
 | Chen | 3 | 25.00% | 54.3 | 66.67% | +22.23% | -66.67% | 0.00% | 0.00% | 30:13 | 29:49 | 29:49 | 30:22 | 30:27 | 30:27 | 00:38 | 00:28 |
 | Enigma | 1 | 16.67% | 53.3 | 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 |
 | Nyx Assassin | 16 | 14.95% | 52.2 | 50.00% | +4.95% | 0.00% | +25.00% | 2.41% | 33:29 | 23:43 | 27:02 | 30:00 | 37:24 | 50:38 | 10:22 | 07:40 |
 | Anti-Mage | 8 | 30.77% | 51.1 | 50.00% | +5.56% | +50.00% | -50.00% | -33.15% | 28:18 | 22:19 | 24:17 | 24:42 | 27:18 | 47:31 | 03:01 | 02:14 |
 | Keeper of the Light | 1 | 14.29% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 00:00 | 00:00 |
 | Skywrath Mage | 5 | 13.16% | 48.9 | 60.00% | +8.48% | +40.00% | +40.00% | 0.00% | 35:23 | 30:00 | 30:00 | 35:11 | 36:19 | 43:23 | 06:19 | 04:40 |
 | Slark | 4 | 30.77% | 47.8 | 50.00% | +38.89% | +50.00% | -50.00% | 0.00% | 29:24 | 17:03 | 17:03 | 27:47 | 35:13 | 37:32 | 18:10 | 13:27 |
 | Necrophos | 1 | 10.00% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Vengeful Spirit | 5 | 50.00% | 45.7 | 40.00% | -40.00% | -40.00% | +60.00% | 10.99% | 22:20 | 17:29 | 17:29 | 19:22 | 26:35 | 30:39 | 09:06 | 06:44 |
 | Lina | 2 | 1.60% | 44.6 | 100.00% | +54.47% | 0.00% | 0.00% | 0.00% | 28:04 | 26:24 | 26:24 | 29:44 | 29:44 | 29:44 | 03:20 | 02:28 |
 | Morphling | 26 | 27.08% | 43.5 | 34.62% | -16.81% | -6.05% | -1.29% | 0.59% | 28:43 | 20:21 | 23:29 | 26:58 | 31:33 | 50:27 | 08:04 | 05:58 |
 | Elder Titan | 4 | 25.00% | 42.4 | 50.00% | +25.00% | -50.00% | +50.00% | 0.00% | 32:08 | 24:59 | 24:59 | 29:50 | 34:37 | 39:05 | 09:38 | 07:08 |
 | Zeus | 4 | 100.00% | 41.3 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 18:57 | 17:05 | 17:05 | 18:53 | 19:53 | 19:56 | 02:48 | 02:04 |
 | Monkey King | 2 | 1.32% | 40.2 | 100.00% | +52.35% | 0.00% | 0.00% | 0.00% | 37:46 | 27:05 | 27:05 | 48:26 | 48:26 | 48:26 | 21:21 | 15:48 |
 | Terrorblade | 18 | 15.79% | 39.1 | 38.89% | -13.19% | -18.89% | +11.11% | 0.00% | 39:20 | 20:14 | 35:05 | 38:33 | 46:24 | 51:02 | 11:19 | 08:22 |
 | Hoodwink | 13 | 15.12% | 38.0 | 38.46% | -16.33% | -5.13% | -5.13% | 0.00% | 34:25 | 26:01 | 28:47 | 31:56 | 41:32 | 44:27 | 12:45 | 09:26 |
 | Pudge | 2 | 33.33% | 37.0 | 50.00% | -25.00% | -50.00% | 0.00% | 0.00% | 15:43 | 12:46 | 12:46 | 18:39 | 18:39 | 18:39 | 05:53 | 04:21 |
 | Nature's Prophet | 4 | 13.33% | 35.9 | 50.00% | +3.85% | +50.00% | -50.00% | 0.00% | 19:27 | 16:47 | 16:47 | 19:11 | 20:49 | 21:00 | 04:02 | 02:59 |
 | Sven | 1 | 3.85% | 34.8 | 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 |
 | Broodmother | 4 | 9.30% | 33.7 | 50.00% | +1.28% | -50.00% | -50.00% | 0.00% | 19:46 | 14:22 | 14:22 | 15:49 | 16:32 | 32:20 | 02:10 | 01:36 |
 | Treant Protector | 3 | 2.70% | 32.6 | 66.67% | +18.52% | +33.33% | 0.00% | 0.00% | 30:23 | 24:11 | 24:11 | 29:39 | 37:20 | 37:20 | 13:09 | 09:44 |
 | Batrider | 4 | 7.41% | 31.5 | 50.00% | -2.00% | +50.00% | -50.00% | 0.00% | 38:56 | 31:37 | 31:37 | 39:55 | 41:25 | 42:45 | 09:48 | 07:15 |
 | Beastmaster | 7 | 5.65% | 30.4 | 42.86% | -17.82% | +7.14% | +7.14% | 0.00% | 27:22 | 15:29 | 15:48 | 30:26 | 34:54 | 41:47 | 19:06 | 14:08 |
 | Ursa | 4 | 6.56% | 29.3 | 50.00% | +0.88% | -50.00% | +50.00% | 0.00% | 32:11 | 24:02 | 24:02 | 24:43 | 27:32 | 52:25 | 03:30 | 02:35 |
 | Undying | 1 | 2.22% | 28.3 | 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 |
 | Night Stalker | 1 | 1.45% | 27.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 00:00 | 00:00 |
 | Doom | 1 | 1.35% | 26.1 | 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 |
 | Legion Commander | 1 | 1.16% | 25.0 | 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 |
 | Wraith King | 4 | 2.05% | 23.9 | 50.00% | -2.88% | -50.00% | +50.00% | 0.00% | 48:10 | 36:06 | 36:06 | 45:59 | 54:03 | 56:31 | 17:57 | 13:17 |
 | Timbersaw | 5 | 5.56% | 22.8 | 40.00% | -4.71% | +60.00% | -40.00% | 0.00% | 42:19 | 32:55 | 32:55 | 37:58 | 49:13 | 56:42 | 16:18 | 12:04 |
 | Death Prophet | 1 | 0.65% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 00:00 | 00:00 |
 | Slardar | 2 | 8.70% | 20.7 | 50.00% | +2.38% | +50.00% | 0.00% | 0.00% | 42:39 | 42:26 | 42:26 | 42:51 | 42:51 | 42:51 | 00:25 | 00:18 |
 | Leshrac | 2 | 2.94% | 19.6 | 50.00% | -7.58% | -50.00% | 0.00% | 0.00% | 19:31 | 18:05 | 18:05 | 20:57 | 20:57 | 20:57 | 02:52 | 02:07 |
 | Sand King | 3 | 6.25% | 18.5 | 33.33% | -4.45% | -33.33% | 0.00% | 0.00% | 31:17 | 20:36 | 20:36 | 27:02 | 46:12 | 46:12 | 25:36 | 18:57 |
 | Queen of Pain | 8 | 2.50% | 17.4 | 25.00% | -25.64% | -25.00% | +25.00% | 4.32% | 35:22 | 23:05 | 24:48 | 33:00 | 36:22 | 55:28 | 11:34 | 08:34 |
 | Viper | 4 | 10.00% | 16.3 | 25.00% | -27.78% | -25.00% | +75.00% | 32.97% | 31:03 | 29:00 | 29:00 | 30:26 | 32:02 | 32:43 | 03:02 | 02:14 |
 | Silencer | 4 | 9.76% | 15.2 | 25.00% | -18.24% | +75.00% | -25.00% | -9.09% | 46:44 | 32:17 | 32:17 | 37:47 | 43:17 | 1:13:35 | 11:00 | 08:08 |
 | Mars | 2 | 0.61% | 14.1 | 50.00% | -1.69% | -50.00% | 0.00% | 0.00% | 34:05 | 32:30 | 32:30 | 35:39 | 35:39 | 35:39 | 03:09 | 02:20 |
 | Dark Willow | 6 | 5.41% | 13.0 | 16.67% | -25.23% | -16.67% | -16.67% | 0.00% | 44:06 | 23:44 | 24:54 | 40:06 | 56:55 | 1:12:06 | 32:01 | 23:42 |
 | Ogre Magi | 1 | 0.56% | 12.0 | 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 |
 | Chaos Knight | 4 | 13.79% | 10.9 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 28:01 | 18:17 | 18:17 | 22:02 | 31:36 | 40:07 | 13:19 | 09:51 |
 | Windranger | 1 | 2.44% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 00:00 | 00:00 |
 | Huskar | 1 | 33.33% | 8.7 | 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 |
 | Spectre | 5 | 71.43% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:40 | 16:46 | 16:46 | 18:50 | 18:55 | 21:34 | 02:09 | 01:35 |
 | Luna | 4 | 2.60% | 6.5 | 0.00% | -51.33% | 0.00% | 0.00% | 0.00% | 44:11 | 36:49 | 36:49 | 39:31 | 41:18 | 59:07 | 04:29 | 03:19 |
 | Troll Warlord | 2 | 3.92% | 5.4 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 27:42 | 26:52 | 26:52 | 28:32 | 28:32 | 28:32 | 01:40 | 01:14 |
 | Sniper | 1 | 8.33% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Earthshaker | 1 | 2.94% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:07 | 17:07 | 17:07 | 17:07 | 17:07 | 17:07 | 00:00 | 00:00 |
 | Alchemist | 1 | 100.00% | 2.2 | 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 |
 | Techies | 1 | 33.33% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 00:00 | 00:00 |