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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 | |
 | Pipe of Insight | 2097 | 5.98% | 68.7 | 59.28% | +10.45% | +4.84% | -3.75% | -1.19% | 21:15 | 11:20 | 16:45 | 20:24 | 23:59 | 56:09 | 05:21 |
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 | |
 | Ogre Magi | 12 | 25.53% | 100.0 | 91.67% | +60.24% | +8.33% | +8.33% | 0.00% | 21:52 | 16:16 | 17:05 | 18:23 | 27:08 | 33:15 | 10:03 | 07:26 |
 | Beastmaster | 175 | 23.97% | 98.6 | 65.14% | +12.71% | -1.50% | -15.14% | -2.65% | 21:21 | 12:16 | 18:30 | 21:46 | 23:39 | 33:08 | 05:09 | 03:48 |
 | Broodmother | 183 | 51.26% | 97.3 | 61.75% | +18.07% | +9.99% | -16.10% | -3.91% | 19:44 | 11:33 | 16:01 | 19:28 | 22:41 | 33:20 | 06:40 | 04:56 |
 | Witch Doctor | 10 | 16.13% | 95.9 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 24:05 | 13:29 | 18:43 | 23:12 | 30:43 | 36:38 | 12:00 | 08:53 |
 | Brewmaster | 54 | 33.96% | 94.6 | 62.96% | +17.25% | +8.47% | -1.42% | -1.77% | 20:47 | 12:34 | 16:44 | 19:02 | 22:20 | 43:23 | 05:36 | 04:08 |
 | Bounty Hunter | 31 | 19.62% | 93.2 | 67.74% | +16.18% | -5.24% | -5.24% | 0.00% | 22:13 | 11:53 | 17:52 | 21:49 | 26:59 | 33:52 | 09:07 | 06:45 |
 | Mirana | 51 | 7.24% | 91.9 | 68.63% | +15.03% | -14.78% | -7.09% | 0.68% | 29:00 | 16:54 | 22:15 | 28:27 | 33:36 | 56:09 | 11:21 | 08:24 |
 | Dark Seer | 181 | 59.15% | 90.5 | 57.46% | +14.26% | +4.76% | -24.13% | -4.50% | 18:49 | 11:20 | 15:12 | 17:46 | 21:37 | 36:57 | 06:25 | 04:45 |
 | Dawnbreaker | 29 | 12.89% | 89.2 | 68.97% | +25.60% | +2.46% | -11.83% | -2.21% | 20:17 | 15:01 | 16:13 | 19:09 | 22:41 | 41:06 | 06:28 | 04:47 |
 | Tidehunter | 169 | 56.52% | 87.8 | 56.80% | +16.03% | +2.72% | -2.04% | -0.96% | 18:14 | 11:21 | 15:20 | 17:14 | 20:17 | 38:30 | 04:57 | 03:40 |
 | Chen | 34 | 33.33% | 86.5 | 61.76% | +7.35% | -6.20% | -11.76% | -0.91% | 23:14 | 15:59 | 19:59 | 22:50 | 26:07 | 34:51 | 06:08 | 04:32 |
 | Visage | 89 | 45.64% | 85.1 | 57.30% | +10.13% | +6.34% | +1.79% | -0.89% | 21:19 | 13:00 | 18:20 | 20:33 | 23:26 | 44:50 | 05:06 | 03:46 |
 | Underlord | 199 | 63.99% | 83.8 | 54.77% | +1.20% | +11.23% | -4.77% | -2.81% | 18:41 | 11:55 | 15:09 | 17:43 | 20:51 | 51:29 | 05:42 | 04:13 |
 | Doom | 145 | 21.01% | 82.4 | 56.55% | +8.84% | +4.56% | -0.99% | -1.39% | 18:21 | 12:24 | 16:00 | 17:38 | 20:00 | 30:17 | 04:00 | 02:57 |
 | Necrophos | 8 | 17.39% | 81.1 | 75.00% | +25.00% | +25.00% | -25.00% | 0.00% | 19:31 | 15:19 | 15:58 | 18:31 | 21:04 | 23:50 | 05:06 | 03:46 |
 | Timbersaw | 47 | 10.33% | 79.7 | 61.70% | +12.19% | +13.30% | +13.30% | 0.00% | 20:10 | 13:24 | 16:16 | 19:15 | 22:23 | 38:23 | 06:07 | 04:31 |
 | Techies | 39 | 6.10% | 78.4 | 64.10% | +13.77% | -4.10% | -34.10% | -3.86% | 26:22 | 14:51 | 22:07 | 26:06 | 29:53 | 37:51 | 07:46 | 05:45 |
 | Enigma | 66 | 24.35% | 77.0 | 56.06% | +5.33% | -26.65% | -6.06% | 4.43% | 22:20 | 14:03 | 19:41 | 22:25 | 24:20 | 33:13 | 04:39 | 03:26 |
 | Enchantress | 42 | 7.46% | 75.7 | 61.90% | +16.99% | +1.74% | +8.10% | 0.78% | 26:04 | 16:11 | 21:36 | 25:08 | 29:47 | 42:23 | 08:11 | 06:03 |
 | Death Prophet | 56 | 10.04% | 74.3 | 58.93% | +10.92% | -8.93% | -23.22% | -2.55% | 22:00 | 14:00 | 18:44 | 22:06 | 24:20 | 31:13 | 05:36 | 04:08 |
 | Centaur Warrunner | 84 | 40.78% | 73.0 | 52.38% | +8.12% | +4.76% | 0.00% | -0.82% | 21:28 | 13:31 | 17:57 | 20:18 | 23:45 | 35:02 | 05:48 | 04:17 |
 | Venomancer | 28 | 16.97% | 71.6 | 60.71% | +11.07% | -3.57% | +25.00% | 3.91% | 22:11 | 13:49 | 17:30 | 20:32 | 24:48 | 45:47 | 07:18 | 05:24 |
 | Pudge | 4 | 3.01% | 70.3 | 100.00% | +50.39% | 0.00% | 0.00% | 0.00% | 19:37 | 13:12 | 13:12 | 20:19 | 21:52 | 23:04 | 08:40 | 06:25 |
 | Primal Beast | 21 | 4.46% | 68.9 | 66.67% | +16.89% | +33.33% | -6.67% | 0.00% | 21:02 | 11:45 | 16:22 | 20:18 | 24:36 | 35:09 | 08:14 | 06:05 |
 | Magnus | 39 | 10.54% | 67.6 | 56.41% | +10.19% | +13.59% | +3.59% | -1.71% | 20:33 | 11:55 | 17:17 | 20:25 | 23:07 | 34:01 | 05:50 | 04:19 |
 | Nature's Prophet | 10 | 1.75% | 66.2 | 80.00% | +28.04% | +20.00% | -30.00% | 0.00% | 21:00 | 12:59 | 14:59 | 21:42 | 25:59 | 27:03 | 11:00 | 08:08 |
 | Undying | 28 | 4.18% | 64.9 | 60.71% | +14.60% | -3.57% | +10.72% | 1.27% | 28:12 | 14:38 | 20:37 | 26:24 | 31:53 | 50:38 | 11:16 | 08:20 |
 | Phoenix | 20 | 5.51% | 63.5 | 60.00% | +14.23% | 0.00% | +20.00% | 4.36% | 22:32 | 14:53 | 19:41 | 22:30 | 24:16 | 32:09 | 04:35 | 03:23 |
 | Clockwerk | 24 | 3.62% | 62.2 | 58.33% | +3.56% | -8.33% | +8.34% | 4.20% | 25:46 | 14:29 | 23:30 | 25:39 | 27:28 | 34:04 | 03:58 | 02:56 |
 | Snapfire | 51 | 7.88% | 60.8 | 47.06% | +2.76% | +6.79% | -8.60% | -2.85% | 23:26 | 13:05 | 20:24 | 22:21 | 25:48 | 46:20 | 05:24 | 04:00 |
 | Silencer | 6 | 1.08% | 59.5 | 83.33% | +33.24% | +16.67% | +16.67% | 0.00% | 40:02 | 28:26 | 30:48 | 41:53 | 45:46 | 48:36 | 14:58 | 11:05 |
 | Earth Spirit | 3 | 1.51% | 58.1 | 100.00% | +54.59% | 0.00% | 0.00% | 0.00% | 26:47 | 18:19 | 18:19 | 30:37 | 31:24 | 31:24 | 13:05 | 09:41 |
 | Bloodseeker | 9 | 2.67% | 56.8 | 66.67% | +21.24% | -16.67% | -16.67% | 0.00% | 20:15 | 13:53 | 14:42 | 18:50 | 22:19 | 28:52 | 07:37 | 05:38 |
 | Keeper of the Light | 21 | 4.72% | 55.4 | 52.38% | +2.62% | +27.62% | -12.38% | -7.16% | 23:48 | 14:32 | 20:02 | 22:51 | 25:37 | 40:18 | 05:35 | 04:08 |
 | Crystal Maiden | 3 | 0.71% | 54.1 | 100.00% | +51.07% | 0.00% | 0.00% | 0.00% | 30:17 | 27:16 | 27:16 | 28:22 | 35:12 | 35:12 | 07:56 | 05:52 |
 | Ancient Apparition | 2 | 2.11% | 52.7 | 100.00% | +46.24% | 0.00% | 0.00% | 0.00% | 36:30 | 24:49 | 24:49 | 48:11 | 48:11 | 48:11 | 23:22 | 17:18 |
 | Alchemist | 11 | 4.17% | 51.4 | 54.55% | +1.59% | +12.12% | +12.12% | 0.00% | 17:50 | 12:49 | 16:00 | 18:05 | 19:06 | 25:26 | 03:06 | 02:17 |
 | Elder Titan | 2 | 1.83% | 50.0 | 100.00% | +49.53% | 0.00% | 0.00% | 0.00% | 39:59 | 36:51 | 36:51 | 43:06 | 43:06 | 43:06 | 06:15 | 04:37 |
 | Grimstroke | 2 | 1.69% | 48.6 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 19:25 | 16:43 | 16:43 | 22:07 | 22:07 | 22:07 | 05:24 | 04:00 |
 | Abaddon | 2 | 1.61% | 47.3 | 100.00% | +51.64% | 0.00% | 0.00% | 0.00% | 28:46 | 25:38 | 25:38 | 31:54 | 31:54 | 31:54 | 06:16 | 04:38 |
 | Batrider | 18 | 2.71% | 45.9 | 44.44% | -6.72% | -4.44% | -19.44% | -2.14% | 21:58 | 15:14 | 17:46 | 21:17 | 24:46 | 36:14 | 07:00 | 05:11 |
 | Lycan | 2 | 0.87% | 44.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:17 | 23:11 | 23:11 | 31:23 | 31:23 | 31:23 | 08:12 | 06:04 |
 | Pugna | 4 | 1.05% | 43.2 | 75.00% | +20.09% | +25.00% | +25.00% | 0.00% | 27:46 | 20:58 | 20:58 | 22:02 | 31:27 | 36:36 | 10:29 | 07:45 |
 | Slardar | 1 | 5.88% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 00:00 | 00:00 |
 | Pangolier | 7 | 0.85% | 40.5 | 57.14% | +6.10% | -7.14% | +42.86% | 0.00% | 24:34 | 16:15 | 19:45 | 24:31 | 27:46 | 32:49 | 08:01 | 05:56 |
 | Omniknight | 4 | 7.69% | 39.2 | 50.00% | -6.25% | +50.00% | -50.00% | 0.00% | 20:47 | 16:50 | 16:50 | 17:31 | 22:46 | 25:59 | 05:56 | 04:23 |
 | Dazzle | 1 | 2.17% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 00:00 | 00:00 |
 | Axe | 4 | 5.13% | 36.5 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 25:55 | 15:33 | 15:33 | 16:24 | 21:50 | 49:52 | 06:17 | 04:39 |
 | Warlock | 1 | 1.61% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 1.30% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Treant Protector | 6 | 0.99% | 32.4 | 50.00% | -3.49% | 0.00% | +50.00% | 0.00% | 36:45 | 24:33 | 30:52 | 38:52 | 41:46 | 45:11 | 10:54 | 08:04 |
 | Spirit Breaker | 11 | 2.68% | 31.1 | 36.36% | -9.76% | -3.03% | -3.03% | 0.00% | 21:40 | 18:14 | 19:22 | 21:11 | 22:45 | 26:34 | 03:23 | 02:30 |
 | Disruptor | 3 | 0.41% | 29.7 | 66.67% | +13.21% | +33.33% | 0.00% | 0.00% | 31:51 | 27:05 | 27:05 | 33:46 | 34:43 | 34:43 | 07:38 | 05:39 |
 | Muerta | 1 | 0.71% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |
 | Io | 1 | 0.63% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 00:00 | 00:00 |
 | Kunkka | 1 | 0.52% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:14 | 17:14 | 17:14 | 17:14 | 17:14 | 17:14 | 00:00 | 00:00 |
 | Sven | 1 | 0.42% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Hoodwink | 1 | 0.36% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Mars | 1 | 0.36% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 00:00 | 00:00 |
 | Leshrac | 4 | 1.01% | 20.3 | 50.00% | -4.73% | +50.00% | -50.00% | 0.00% | 23:22 | 19:58 | 19:58 | 21:28 | 25:42 | 26:18 | 05:44 | 04:14 |
 | Slark | 1 | 0.29% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Rubick | 9 | 0.65% | 17.6 | 33.33% | -13.53% | -33.33% | +16.67% | 0.00% | 30:47 | 18:18 | 21:45 | 28:26 | 40:24 | 46:04 | 18:39 | 13:48 |
 | Riki | 2 | 0.90% | 16.2 | 50.00% | -7.08% | +50.00% | 0.00% | 0.00% | 36:47 | 33:20 | 33:20 | 40:14 | 40:14 | 40:14 | 06:54 | 05:06 |
 | Sand King | 5 | 17.24% | 14.9 | 20.00% | -17.50% | -20.00% | -20.00% | 0.00% | 23:21 | 17:39 | 17:39 | 24:58 | 25:31 | 26:09 | 07:52 | 05:49 |
 | Tusk | 2 | 0.31% | 13.5 | 50.00% | +4.69% | -50.00% | 0.00% | 0.00% | 29:03 | 25:04 | 25:04 | 33:02 | 33:02 | 33:02 | 07:58 | 05:54 |
 | Legion Commander | 4 | 1.96% | 12.2 | 25.00% | -20.00% | -25.00% | -25.00% | 0.00% | 29:16 | 21:27 | 21:27 | 27:31 | 32:21 | 35:45 | 10:54 | 08:04 |
 | Night Stalker | 1 | 1.43% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 00:00 | 00:00 |
 | Monkey King | 3 | 0.68% | 9.5 | 0.00% | -53.06% | 0.00% | 0.00% | 0.00% | 25:32 | 24:29 | 24:29 | 25:02 | 27:04 | 27:04 | 02:35 | 01:54 |
 | Weaver | 2 | 2.82% | 8.1 | 0.00% | -50.72% | 0.00% | 0.00% | 0.00% | 26:31 | 21:49 | 21:49 | 31:12 | 31:12 | 31:12 | 09:23 | 06:57 |
 | Tiny | 1 | 0.14% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 0.38% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Bristleback | 1 | 1.33% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 |
 | Viper | 1 | 1.11% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 00:00 | 00:00 |
 | Naga Siren | 1 | 0.26% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 00:00 | 00:00 |