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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 | |
 | Lotus Orb | 1269 | 4.74% | 70.2 | 58.63% | +9.59% | -2.79% | -0.59% | 0.19% | 30:57 | 11:08 | 24:26 | 30:13 | 35:57 | 1:08:18 | 08:31 |
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 | |
 | Snapfire | 35 | 6.97% | 100.0 | 74.29% | +28.68% | +3.49% | -18.73% | -2.79% | 35:49 | 22:58 | 30:15 | 34:12 | 38:12 | 1:04:46 | 07:57 | 05:53 |
 | Techies | 65 | 15.93% | 98.9 | 64.62% | +10.68% | +4.13% | -8.37% | -1.24% | 31:47 | 20:09 | 26:05 | 31:02 | 36:08 | 49:00 | 10:03 | 07:26 |
 | Venomancer | 23 | 17.69% | 97.7 | 69.57% | +14.43% | -2.90% | +30.43% | 4.51% | 32:27 | 21:26 | 27:14 | 31:08 | 34:37 | 50:11 | 07:23 | 05:28 |
 | Skywrath Mage | 12 | 3.85% | 96.6 | 83.33% | +33.33% | +16.67% | -16.66% | 0.00% | 38:34 | 25:47 | 34:05 | 37:57 | 41:39 | 48:49 | 07:34 | 05:36 |
 | Undying | 35 | 7.10% | 95.4 | 68.57% | +22.28% | -1.90% | -1.90% | 0.00% | 38:13 | 22:52 | 30:36 | 35:10 | 45:19 | 59:18 | 14:43 | 10:54 |
 | Mirana | 82 | 15.44% | 94.3 | 60.98% | +7.75% | -13.36% | +4.02% | 1.68% | 33:46 | 19:03 | 28:01 | 32:22 | 38:20 | 59:16 | 10:19 | 07:38 |
 | Dark Seer | 43 | 15.36% | 93.1 | 62.79% | +13.42% | -8.24% | +0.85% | 1.03% | 28:06 | 15:09 | 22:41 | 26:11 | 31:28 | 58:04 | 08:47 | 06:30 |
 | Bristleback | 24 | 46.15% | 92.0 | 58.33% | +11.90% | -8.33% | -25.00% | -2.14% | 27:29 | 20:54 | 22:26 | 25:25 | 30:14 | 53:58 | 07:48 | 05:46 |
 | Clockwerk | 26 | 5.88% | 90.8 | 69.23% | +18.27% | +16.48% | -35.90% | -4.68% | 36:26 | 18:56 | 31:31 | 36:21 | 42:43 | 50:28 | 11:12 | 08:17 |
 | Vengeful Spirit | 5 | 2.58% | 89.7 | 100.00% | +58.20% | 0.00% | 0.00% | 0.00% | 42:44 | 29:42 | 29:42 | 38:32 | 38:41 | 1:08:18 | 08:59 | 06:39 |
 | Omniknight | 3 | 7.50% | 88.5 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 30:39 | 28:17 | 28:17 | 28:24 | 35:16 | 35:16 | 06:59 | 05:10 |
 | Death Prophet | 51 | 14.21% | 87.4 | 58.82% | +15.31% | -4.97% | -4.97% | 0.00% | 28:14 | 11:52 | 24:08 | 27:29 | 31:09 | 44:08 | 07:01 | 05:11 |
 | Spirit Breaker | 5 | 1.94% | 86.2 | 100.00% | +53.36% | 0.00% | 0.00% | 0.00% | 29:06 | 25:39 | 25:39 | 28:50 | 31:06 | 31:21 | 05:27 | 04:02 |
 | Treant Protector | 22 | 5.37% | 85.1 | 68.18% | +15.09% | -1.51% | +11.82% | 1.69% | 34:42 | 25:14 | 29:53 | 34:07 | 37:46 | 50:14 | 07:53 | 05:50 |
 | Pugna | 14 | 7.04% | 83.9 | 71.43% | +19.00% | -46.43% | +28.57% | 10.25% | 31:33 | 22:42 | 26:12 | 28:25 | 33:31 | 56:41 | 07:19 | 05:25 |
 | Necrophos | 5 | 13.89% | 82.8 | 80.00% | +15.48% | +20.00% | +20.00% | 0.00% | 28:01 | 16:48 | 16:48 | 29:17 | 30:55 | 35:14 | 14:07 | 10:27 |
 | Grimstroke | 4 | 2.88% | 81.6 | 100.00% | +54.07% | 0.00% | 0.00% | 0.00% | 34:49 | 24:03 | 24:03 | 28:26 | 40:34 | 46:14 | 16:31 | 12:14 |
 | Earth Spirit | 15 | 8.67% | 80.5 | 66.67% | +21.73% | +8.33% | +33.33% | 2.77% | 32:48 | 24:33 | 26:11 | 30:21 | 35:12 | 51:11 | 09:01 | 06:40 |
 | Primal Beast | 36 | 9.14% | 79.3 | 58.33% | +9.17% | -2.77% | -25.00% | -1.26% | 27:45 | 12:42 | 18:31 | 26:44 | 36:11 | 54:17 | 17:40 | 13:05 |
 | Centaur Warrunner | 43 | 31.39% | 78.2 | 51.16% | +19.25% | +3.39% | -23.89% | -3.03% | 28:56 | 19:06 | 23:30 | 26:24 | 32:31 | 53:58 | 09:01 | 06:40 |
 | Timbersaw | 119 | 34.49% | 77.0 | 47.06% | -6.04% | -7.06% | -3.73% | 0.47% | 22:08 | 11:08 | 17:26 | 21:16 | 24:35 | 43:50 | 07:09 | 05:17 |
 | Bounty Hunter | 17 | 17.53% | 75.9 | 58.82% | +8.82% | +41.18% | -8.82% | -3.97% | 33:29 | 15:32 | 25:03 | 32:02 | 37:38 | 53:30 | 12:35 | 09:19 |
 | Rubick | 52 | 5.12% | 74.7 | 55.77% | +9.04% | -1.92% | +5.77% | 0.58% | 33:16 | 15:33 | 26:25 | 31:51 | 39:45 | 51:31 | 13:20 | 09:52 |
 | Crystal Maiden | 17 | 6.09% | 73.6 | 64.71% | +16.62% | +35.29% | -14.71% | -8.57% | 38:19 | 26:23 | 34:58 | 38:55 | 40:48 | 46:04 | 05:50 | 04:19 |
 | Leshrac | 4 | 1.65% | 72.4 | 100.00% | +43.10% | 0.00% | 0.00% | 0.00% | 25:48 | 19:31 | 19:31 | 22:33 | 25:41 | 35:27 | 06:10 | 04:34 |
 | Brewmaster | 19 | 13.01% | 71.3 | 57.89% | +5.13% | +22.11% | -37.89% | -6.05% | 28:10 | 15:12 | 21:19 | 27:36 | 31:14 | 49:36 | 09:55 | 07:20 |
 | Hoodwink | 6 | 3.33% | 70.1 | 83.33% | +45.40% | -33.33% | +16.67% | 0.00% | 37:32 | 30:57 | 32:29 | 34:24 | 46:12 | 46:24 | 13:43 | 10:09 |
 | Batrider | 17 | 3.57% | 69.0 | 64.71% | +15.25% | -14.71% | -14.71% | 0.00% | 26:26 | 11:28 | 20:10 | 24:36 | 31:31 | 48:00 | 11:21 | 08:24 |
 | Broodmother | 21 | 9.01% | 67.8 | 57.14% | +7.61% | -17.14% | -17.14% | 0.00% | 28:42 | 21:26 | 24:26 | 30:15 | 32:00 | 35:54 | 07:34 | 05:36 |
 | Underlord | 39 | 19.70% | 66.7 | 48.72% | -0.34% | +1.28% | -18.72% | -2.08% | 29:24 | 18:33 | 24:23 | 28:57 | 34:01 | 46:17 | 09:38 | 07:08 |
 | Pangolier | 49 | 7.50% | 65.5 | 51.02% | -1.63% | -1.02% | -9.35% | -1.14% | 25:54 | 15:08 | 22:00 | 24:17 | 29:20 | 38:41 | 07:20 | 05:25 |
 | Beastmaster | 29 | 4.92% | 64.4 | 55.17% | +3.03% | +30.54% | -12.31% | 0.00% | 32:00 | 20:44 | 27:29 | 30:58 | 36:57 | 45:15 | 09:28 | 07:00 |
 | Ogre Magi | 6 | 13.95% | 63.2 | 66.67% | +20.72% | +33.33% | -66.67% | -9.51% | 27:49 | 20:37 | 23:08 | 24:38 | 33:39 | 37:40 | 10:31 | 07:47 |
 | Dark Willow | 15 | 7.04% | 62.1 | 60.00% | +8.99% | +15.00% | +15.00% | 0.00% | 32:15 | 20:45 | 26:41 | 33:07 | 37:41 | 43:54 | 11:00 | 08:08 |
 | Dawnbreaker | 13 | 6.60% | 60.9 | 61.54% | +13.71% | +38.46% | -28.21% | -9.13% | 27:40 | 21:26 | 22:38 | 26:48 | 29:56 | 42:50 | 07:18 | 05:24 |
 | Tusk | 12 | 2.63% | 59.8 | 66.67% | +21.17% | -33.34% | 0.00% | 0.00% | 38:45 | 29:23 | 34:36 | 37:00 | 39:35 | 60:16 | 04:59 | 03:41 |
 | Tidehunter | 28 | 11.62% | 58.6 | 50.00% | +0.70% | +7.14% | -21.43% | -3.66% | 28:05 | 17:24 | 24:09 | 27:20 | 31:58 | 41:25 | 07:49 | 05:47 |
 | Visage | 3 | 1.95% | 57.5 | 100.00% | +45.03% | 0.00% | 0.00% | 0.00% | 36:37 | 29:12 | 29:12 | 39:55 | 40:44 | 40:44 | 11:32 | 08:32 |
 | Keeper of the Light | 30 | 8.96% | 56.3 | 50.00% | -0.82% | -12.50% | +7.14% | 1.51% | 33:59 | 21:03 | 27:45 | 30:35 | 40:44 | 53:39 | 12:59 | 09:37 |
 | Alchemist | 3 | 1.86% | 55.2 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 23:51 | 21:22 | 21:22 | 24:19 | 25:52 | 25:52 | 04:30 | 03:20 |
 | Phoenix | 18 | 5.92% | 54.0 | 55.56% | +9.76% | +4.44% | -30.56% | -3.85% | 28:55 | 19:21 | 23:03 | 26:14 | 32:09 | 45:24 | 09:06 | 06:44 |
 | Dazzle | 4 | 8.33% | 52.9 | 75.00% | +20.45% | +25.00% | +25.00% | 0.00% | 28:34 | 23:51 | 23:51 | 26:41 | 27:28 | 36:16 | 03:37 | 02:40 |
 | Silencer | 13 | 3.37% | 51.7 | 61.54% | +15.43% | +5.13% | +38.46% | 2.12% | 37:08 | 25:02 | 27:37 | 35:29 | 43:19 | 60:25 | 15:42 | 11:37 |
 | Tiny | 15 | 2.79% | 50.6 | 53.33% | +4.38% | +21.67% | -53.33% | -9.96% | 36:58 | 26:15 | 31:14 | 34:41 | 38:46 | 1:01:58 | 07:32 | 05:34 |
 | Mars | 11 | 4.85% | 49.4 | 54.55% | +15.66% | +12.12% | -54.55% | -16.33% | 30:15 | 15:55 | 28:59 | 32:05 | 33:04 | 36:40 | 04:05 | 03:01 |
 | Nature's Prophet | 10 | 2.23% | 48.3 | 60.00% | +9.77% | +6.67% | -10.00% | 0.00% | 33:10 | 28:23 | 29:40 | 30:10 | 36:48 | 38:43 | 07:08 | 05:17 |
 | Jakiro | 2 | 1.90% | 47.1 | 100.00% | +61.17% | 0.00% | 0.00% | 0.00% | 35:53 | 29:49 | 29:49 | 41:56 | 41:56 | 41:56 | 12:07 | 08:58 |
 | Elder Titan | 4 | 2.84% | 46.0 | 75.00% | +14.42% | -75.00% | +25.00% | 11.15% | 48:19 | 38:08 | 38:08 | 42:35 | 47:06 | 1:05:27 | 08:58 | 06:38 |
 | Gyrocopter | 2 | 1.38% | 44.8 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 43:05 | 40:47 | 40:47 | 45:23 | 45:23 | 45:23 | 04:36 | 03:24 |
 | Doom | 18 | 3.36% | 43.7 | 44.44% | -7.68% | +35.56% | -19.44% | 0.00% | 28:09 | 19:40 | 24:11 | 26:25 | 32:04 | 36:50 | 07:53 | 05:50 |
 | Shadow Demon | 13 | 4.91% | 42.5 | 46.15% | +0.52% | +20.52% | -12.82% | -3.45% | 29:36 | 17:45 | 19:13 | 26:40 | 28:53 | 57:23 | 09:40 | 07:09 |
 | Muerta | 5 | 5.05% | 41.4 | 60.00% | +13.19% | -60.00% | +40.00% | 0.00% | 31:58 | 20:32 | 20:32 | 34:14 | 36:19 | 40:07 | 15:47 | 11:41 |
 | Shadow Shaman | 1 | 6.67% | 40.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 00:00 | 00:00 |
 | Enchantress | 9 | 1.97% | 39.1 | 55.56% | +2.66% | -5.56% | +44.44% | 0.00% | 40:09 | 26:22 | 29:44 | 40:40 | 46:07 | 50:33 | 16:23 | 12:08 |
 | Monkey King | 7 | 2.08% | 37.9 | 57.14% | +2.90% | -7.14% | -7.14% | 0.00% | 35:43 | 22:46 | 28:13 | 38:29 | 39:27 | 46:57 | 11:14 | 08:19 |
 | Disruptor | 4 | 0.77% | 36.8 | 75.00% | +20.17% | +25.00% | +25.00% | 0.00% | 34:17 | 22:59 | 22:59 | 28:07 | 40:38 | 45:25 | 17:39 | 13:04 |
 | Warlock | 6 | 6.00% | 35.6 | 50.00% | -2.13% | 0.00% | -50.00% | 0.00% | 33:28 | 25:50 | 30:17 | 31:00 | 39:22 | 40:03 | 09:05 | 06:43 |
 | Chen | 3 | 3.90% | 34.5 | 66.67% | +19.37% | -66.67% | 0.00% | 0.00% | 49:20 | 39:43 | 39:43 | 43:17 | 1:05:00 | 1:05:00 | 25:17 | 18:43 |
 | Pudge | 7 | 7.53% | 33.3 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 31:06 | 25:44 | 28:58 | 31:54 | 32:27 | 34:28 | 03:29 | 02:34 |
 | Winter Wyvern | 1 | 2.38% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 00:00 | 00:00 |
 | Ancient Apparition | 8 | 10.00% | 31.0 | 37.50% | -15.28% | +12.50% | -37.50% | -5.99% | 40:29 | 29:38 | 34:39 | 37:58 | 43:00 | 53:58 | 08:21 | 06:11 |
 | Witch Doctor | 1 | 1.69% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |
 | Abaddon | 1 | 1.20% | 28.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 00:00 | 00:00 |
 | Zeus | 1 | 1.19% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Earthshaker | 4 | 2.03% | 26.4 | 50.00% | -4.92% | -50.00% | -50.00% | 0.00% | 26:58 | 14:26 | 14:26 | 26:18 | 33:32 | 33:35 | 19:06 | 14:08 |
 | Kunkka | 1 | 0.56% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 00:00 | 00:00 |
 | Marci | 1 | 0.50% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 00:00 | 00:00 |
 | Windranger | 1 | 0.49% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:51 | 24:51 | 24:51 | 24:51 | 24:51 | 24:51 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.49% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Invoker | 1 | 0.47% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 00:00 | 00:00 |
 | Naga Siren | 1 | 0.38% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:46 | 19:46 | 19:46 | 19:46 | 19:46 | 19:46 | 00:00 | 00:00 |
 | Riki | 5 | 3.14% | 18.4 | 40.00% | -19.09% | -40.00% | -40.00% | 0.00% | 35:51 | 31:45 | 31:45 | 36:46 | 37:12 | 37:37 | 05:27 | 04:02 |
 | Lich | 5 | 2.76% | 17.2 | 40.00% | -7.73% | -40.00% | -40.00% | 0.00% | 40:22 | 25:50 | 25:50 | 38:02 | 40:58 | 1:06:14 | 15:08 | 11:12 |
 | Magnus | 10 | 3.69% | 16.1 | 30.00% | -17.51% | +3.33% | +20.00% | 0.00% | 30:29 | 14:06 | 25:07 | 29:43 | 31:56 | 52:13 | 06:49 | 05:02 |
 | Sand King | 4 | 30.77% | 14.9 | 25.00% | -19.44% | -25.00% | -25.00% | 0.00% | 24:01 | 17:05 | 17:05 | 18:43 | 28:59 | 31:17 | 11:54 | 08:48 |
 | Axe | 2 | 2.86% | 13.8 | 50.00% | +5.88% | -50.00% | 0.00% | 0.00% | 31:15 | 29:52 | 29:52 | 32:37 | 32:37 | 32:37 | 02:45 | 02:02 |
 | Io | 7 | 4.32% | 12.6 | 28.57% | -31.43% | +21.43% | -28.57% | 0.00% | 43:20 | 30:29 | 35:57 | 43:13 | 44:43 | 55:00 | 08:46 | 06:29 |
 | Razor | 2 | 1.75% | 11.5 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 21:40 | 20:04 | 20:04 | 23:16 | 23:16 | 23:16 | 03:12 | 02:22 |
 | Bloodseeker | 2 | 0.75% | 10.3 | 50.00% | -0.94% | +50.00% | 0.00% | 0.00% | 33:09 | 31:57 | 31:57 | 34:21 | 34:21 | 34:21 | 02:24 | 01:46 |
 | Puck | 2 | 0.72% | 9.2 | 50.00% | +1.27% | -50.00% | 0.00% | 0.00% | 29:02 | 28:18 | 28:18 | 29:46 | 29:46 | 29:46 | 01:28 | 01:05 |
 | Oracle | 1 | 0.90% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Enigma | 2 | 1.09% | 6.9 | 0.00% | -46.96% | 0.00% | 0.00% | 0.00% | 29:10 | 22:55 | 22:55 | 35:24 | 35:24 | 35:24 | 12:29 | 09:14 |
 | Legion Commander | 1 | 0.65% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 00:00 | 00:00 |
 | Lycan | 1 | 0.53% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 1.85% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 00:00 | 00:00 |
 | Medusa | 2 | 0.86% | 2.3 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 29:05 | 25:09 | 25:09 | 33:00 | 33:00 | 33:00 | 07:51 | 05:48 |
 | Weaver | 1 | 2.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 |