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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 | |
 | Ring of Basilius | 839 | 9.11% | 71.9 | 56.97% | +9.12% | +1.13% | +8.74% | 0.60% | 13:17 | -01:29 | 05:27 | 10:26 | 18:10 | 1:01:26 | 09:25 |
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 | |
 | Mars | 37 | 14.02% | 100.0 | 81.08% | +38.35% | +7.81% | -14.41% | -1.10% | 25:46 | 09:38 | 14:06 | 23:29 | 34:13 | 54:29 | 20:07 | 14:54 |
 | Nature's Prophet | 8 | 5.84% | 98.5 | 100.00% | +49.61% | 0.00% | 0.00% | 0.00% | 19:21 | 05:24 | 18:27 | 19:33 | 20:07 | 29:40 | 01:40 | 01:14 |
 | Warlock | 4 | 66.67% | 97.0 | 75.00% | +25.00% | -75.00% | +25.00% | 49.59% | 04:57 | -01:29 | -01:29 | 02:15 | 03:30 | 15:32 | 04:59 | 03:41 |
 | Beastmaster | 54 | 30.34% | 95.5 | 70.37% | +15.53% | +8.20% | -8.83% | -1.59% | 22:38 | 02:19 | 17:36 | 20:31 | 28:20 | 47:06 | 10:44 | 07:57 |
 | Phoenix | 23 | 11.73% | 94.0 | 78.26% | +14.68% | +21.74% | -11.59% | -5.75% | 09:27 | 03:24 | 05:32 | 08:19 | 11:20 | 31:31 | 05:48 | 04:17 |
 | Enchantress | 5 | 5.95% | 92.5 | 100.00% | +50.63% | 0.00% | 0.00% | 0.00% | 19:47 | 04:43 | 04:43 | 11:56 | 33:10 | 39:33 | 28:27 | 21:04 |
 | Tidehunter | 60 | 39.22% | 91.0 | 63.33% | +17.09% | +10.00% | +16.67% | 0.45% | 14:07 | 03:10 | 06:52 | 11:23 | 21:44 | 32:20 | 14:52 | 11:00 |
 | Lycan | 5 | 5.56% | 89.6 | 100.00% | +48.24% | 0.00% | 0.00% | 0.00% | 22:54 | 13:35 | 13:35 | 19:48 | 25:43 | 38:45 | 12:08 | 08:59 |
 | Earthshaker | 14 | 9.03% | 88.1 | 78.57% | +23.25% | -28.57% | -11.90% | 16.67% | 01:04 | -01:29 | -01:29 | -01:29 | 01:46 | 11:06 | 03:15 | 02:24 |
 | Chen | 17 | 80.95% | 86.6 | 58.82% | +8.82% | +16.18% | -8.82% | -6.98% | 05:58 | -01:29 | 03:13 | 05:12 | 06:48 | 15:52 | 03:35 | 02:39 |
 | Bounty Hunter | 3 | 12.00% | 85.1 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 30:11 | 20:44 | 20:44 | 31:16 | 38:34 | 38:34 | 17:50 | 13:12 |
 | Elder Titan | 22 | 22.45% | 83.6 | 68.18% | +10.29% | +15.15% | +11.82% | -0.38% | 16:22 | 10:23 | 11:48 | 13:38 | 20:28 | 31:06 | 08:40 | 06:25 |
 | Pangolier | 21 | 11.48% | 82.1 | 71.43% | +20.20% | +8.57% | +8.57% | 0.00% | 23:01 | 06:03 | 13:49 | 23:33 | 30:51 | 44:56 | 17:02 | 12:37 |
 | Disruptor | 13 | 21.67% | 80.6 | 69.23% | +13.91% | -2.56% | -2.56% | 0.00% | 10:02 | 01:25 | 02:50 | 05:49 | 11:59 | 49:13 | 09:09 | 06:46 |
 | Luna | 5 | 20.83% | 79.1 | 80.00% | +53.68% | +20.00% | +20.00% | 0.00% | 31:20 | 25:01 | 25:01 | 29:21 | 30:22 | 46:14 | 05:21 | 03:57 |
 | Abaddon | 50 | 55.56% | 77.6 | 56.00% | +6.00% | +5.54% | +10.67% | 0.44% | 12:54 | -01:29 | 05:50 | 12:59 | 17:33 | 42:06 | 11:43 | 08:40 |
 | Oracle | 29 | 17.90% | 76.1 | 62.07% | +10.94% | -4.93% | -19.21% | -2.14% | 05:23 | -01:29 | 02:05 | 04:31 | 08:45 | 14:36 | 06:40 | 04:56 |
 | Ogre Magi | 15 | 27.27% | 74.6 | 60.00% | +15.00% | +15.00% | +40.00% | 3.39% | 11:26 | -01:29 | 04:23 | 10:50 | 11:46 | 34:27 | 07:23 | 05:28 |
 | Keeper of the Light | 9 | 5.17% | 73.1 | 77.78% | +25.05% | +22.22% | -27.78% | -6.47% | 13:06 | -01:29 | 01:45 | 04:26 | 09:29 | 1:01:26 | 07:44 | 05:43 |
 | Tusk | 9 | 4.84% | 71.6 | 77.78% | +31.45% | +22.22% | -27.78% | 0.00% | 32:53 | 18:10 | 22:01 | 27:33 | 41:58 | 57:03 | 19:57 | 14:46 |
 | Puck | 72 | 21.69% | 70.1 | 48.61% | -8.70% | +18.06% | -9.72% | -8.33% | 09:57 | 03:13 | 07:24 | 08:34 | 10:44 | 32:32 | 03:20 | 02:28 |
 | Ancient Apparition | 20 | 37.04% | 68.7 | 50.00% | +2.94% | +10.00% | +10.00% | 0.00% | 10:39 | 02:26 | 03:57 | 11:09 | 13:04 | 28:06 | 09:07 | 06:45 |
 | Witch Doctor | 30 | 25.86% | 67.2 | 46.67% | -4.49% | +28.33% | -3.81% | -12.13% | 06:06 | 02:25 | 03:16 | 05:00 | 05:55 | 17:21 | 02:39 | 01:57 |
 | Clockwerk | 5 | 4.27% | 65.7 | 80.00% | +23.75% | +20.00% | +20.00% | 0.00% | 16:53 | 01:40 | 01:40 | 15:43 | 24:39 | 31:46 | 22:59 | 17:01 |
 | Enigma | 27 | 28.13% | 64.2 | 44.44% | -4.84% | +26.99% | -30.15% | -20.29% | 04:31 | -01:29 | 02:46 | 04:03 | 05:35 | 14:52 | 02:49 | 02:05 |
 | Dazzle | 1 | 16.67% | 62.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 00:00 | 00:00 |
 | Bloodseeker | 8 | 7.77% | 61.2 | 62.50% | +18.29% | -12.50% | +37.50% | 2.85% | 22:39 | 03:05 | 13:03 | 21:40 | 30:36 | 36:47 | 17:33 | 13:00 |
 | Rubick | 5 | 2.56% | 59.7 | 80.00% | +34.74% | +20.00% | +20.00% | 0.00% | 03:03 | -01:29 | -01:29 | 01:57 | 03:22 | 12:53 | 04:51 | 03:35 |
 | Undying | 30 | 32.61% | 58.2 | 40.00% | +6.13% | +22.50% | +2.86% | -3.26% | 11:58 | 03:19 | 06:20 | 10:39 | 12:21 | 34:52 | 06:01 | 04:27 |
 | Grimstroke | 46 | 26.14% | 56.7 | 39.13% | +4.51% | -5.80% | -2.77% | 0.49% | 07:21 | 00:52 | 03:39 | 05:15 | 09:50 | 27:51 | 06:11 | 04:34 |
 | Crystal Maiden | 23 | 18.70% | 55.2 | 43.48% | -1.52% | +6.52% | +6.52% | 0.00% | 04:34 | -01:29 | 02:04 | 03:19 | 06:23 | 17:22 | 04:19 | 03:11 |
 | Winter Wyvern | 8 | 22.86% | 53.7 | 50.00% | -1.85% | 0.00% | 0.00% | 0.00% | 05:03 | 00:30 | 02:08 | 03:24 | 05:11 | 13:03 | 03:03 | 02:15 |
 | Earth Spirit | 41 | 16.80% | 52.2 | 39.02% | -5.31% | +0.98% | -19.02% | -3.58% | 14:23 | 05:23 | 09:34 | 12:06 | 15:09 | 43:40 | 05:35 | 04:08 |
 | Jakiro | 10 | 43.48% | 50.7 | 40.00% | +1.54% | +26.67% | -40.00% | -5.08% | 11:27 | 02:43 | 04:28 | 05:32 | 17:35 | 30:14 | 13:07 | 09:42 |
 | Shadow Demon | 8 | 18.18% | 49.3 | 50.00% | -5.56% | +50.00% | 0.00% | -20.00% | 03:45 | -01:29 | 00:48 | 02:06 | 03:18 | 14:07 | 02:30 | 01:51 |
 | Venomancer | 5 | 9.80% | 47.8 | 60.00% | +23.04% | +40.00% | +40.00% | 0.00% | 17:53 | 09:05 | 09:05 | 13:15 | 15:36 | 40:13 | 06:31 | 04:49 |
 | Timbersaw | 2 | 1.68% | 46.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 41:21 | 31:27 | 31:27 | 51:14 | 51:14 | 51:14 | 19:47 | 14:39 |
 | Sand King | 8 | 11.76% | 44.8 | 50.00% | 0.00% | +50.00% | -50.00% | -10.70% | 11:12 | 05:20 | 05:56 | 09:38 | 15:17 | 19:27 | 09:21 | 06:55 |
 | Mirana | 7 | 4.86% | 43.3 | 57.14% | +9.69% | +42.86% | -7.14% | -5.19% | 22:36 | 05:01 | 14:19 | 20:36 | 23:57 | 45:11 | 09:38 | 07:08 |
 | Nyx Assassin | 7 | 3.30% | 41.8 | 57.14% | +3.48% | -7.14% | -7.14% | 0.00% | 16:10 | 01:54 | 02:46 | 10:03 | 11:22 | 58:35 | 08:36 | 06:22 |
 | Io | 13 | 15.85% | 40.3 | 38.46% | -22.41% | -5.13% | +28.21% | 3.88% | 13:31 | -01:24 | 05:32 | 08:56 | 14:08 | 44:30 | 08:36 | 06:22 |
 | Death Prophet | 5 | 2.28% | 38.8 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 26:47 | 11:27 | 11:27 | 27:01 | 30:57 | 45:27 | 19:30 | 14:26 |
 | Gyrocopter | 8 | 16.67% | 37.3 | 37.50% | 0.00% | -37.50% | +12.50% | 11.49% | 07:50 | 03:25 | 05:27 | 07:04 | 09:48 | 12:22 | 04:21 | 03:13 |
 | Vengeful Spirit | 2 | 25.00% | 35.8 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 21:18 | 09:12 | 09:12 | 33:24 | 33:24 | 33:24 | 24:12 | 17:55 |
 | Slardar | 1 | 2.94% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |
 | Slark | 1 | 2.27% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 00:00 | 00:00 |
 | Windranger | 1 | 2.22% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 00:00 | 00:00 |
 | Dark Willow | 1 | 2.13% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 00:00 | 00:00 |
 | Treant Protector | 2 | 15.38% | 28.4 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 08:00 | 06:35 | 06:35 | 09:25 | 09:25 | 09:25 | 02:50 | 02:05 |
 | Void Spirit | 3 | 0.97% | 26.9 | 66.67% | +15.20% | +33.33% | 0.00% | 0.00% | 09:31 | 04:53 | 04:53 | 11:07 | 12:32 | 12:32 | 07:39 | 05:40 |
 | Leshrac | 1 | 1.35% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:52 | 07:52 | 07:52 | 07:52 | 07:52 | 07:52 | 00:00 | 00:00 |
 | Batrider | 1 | 0.68% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:35 | 05:35 | 05:35 | 05:35 | 05:35 | 05:35 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 0.54% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 00:00 | 00:00 |
 | Pugna | 3 | 15.79% | 20.9 | 33.33% | +2.08% | +66.67% | 0.00% | 0.00% | 15:35 | 11:36 | 11:36 | 14:12 | 20:56 | 20:56 | 09:20 | 06:54 |
 | Underlord | 2 | 2.60% | 19.4 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 15:35 | 04:21 | 04:21 | 26:49 | 26:49 | 26:49 | 22:28 | 16:38 |
 | Tiny | 3 | 5.88% | 17.9 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 17:31 | 09:57 | 09:57 | 21:02 | 21:34 | 21:34 | 11:37 | 08:36 |
 | Alchemist | 3 | 3.37% | 16.4 | 33.33% | -12.02% | +66.67% | 0.00% | 0.00% | 14:34 | 01:14 | 01:14 | 02:56 | 39:33 | 39:33 | 38:19 | 28:22 |
 | Brewmaster | 9 | 16.98% | 14.9 | 11.11% | -36.62% | +38.89% | -11.11% | -2.36% | 24:14 | 05:27 | 12:31 | 28:15 | 33:41 | 42:29 | 21:10 | 15:40 |
 | Lion | 1 | 0.93% | 13.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:21 | 03:21 | 03:21 | 03:21 | 03:21 | 03:21 | 00:00 | 00:00 |
 | Weaver | 2 | 2.25% | 11.9 | 0.00% | -40.23% | 0.00% | 0.00% | 0.00% | 05:04 | 04:31 | 04:31 | 05:37 | 05:37 | 05:37 | 01:06 | 00:48 |
 | Legion Commander | 2 | 3.57% | 10.4 | 0.00% | -42.59% | 0.00% | 0.00% | 0.00% | 40:29 | 29:57 | 29:57 | 51:00 | 51:00 | 51:00 | 21:03 | 15:35 |
 | Viper | 2 | 2.78% | 9.0 | 0.00% | -55.71% | 0.00% | 0.00% | 0.00% | 11:26 | 08:43 | 08:43 | 14:09 | 14:09 | 14:09 | 05:26 | 04:01 |
 | Spirit Breaker | 1 | 2.78% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 00:00 | 00:00 |
 | Skywrath Mage | 2 | 14.29% | 6.0 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Troll Warlord | 1 | 0.63% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:18 | 07:18 | 07:18 | 07:18 | 07:18 | 07:18 | 00:00 | 00:00 |
 | Omniknight | 1 | 20.00% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 00:00 | 00:00 |
 | Visage | 1 | 20.00% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:14 | 25:14 | 25:14 | 25:14 | 25:14 | 25:14 | 00:00 | 00:00 |