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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 | |
 | Ghost Scepter | 414 | 4.03% | 41.1 | 53.14% | +3.77% | +1.67% | -6.54% | 0.00% | 34:03 | 15:03 | 27:27 | 33:10 | 39:05 | 1:08:46 | 08:37 |
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 | |
 | Tinker | 4 | 44.44% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 29:45 | 27:25 | 27:25 | 27:32 | 29:57 | 34:05 | 02:32 | 01:52 |
 | Io | 6 | 23.08% | 98.4 | 83.33% | +23.33% | -33.33% | +16.67% | 9.29% | 32:22 | 26:26 | 27:35 | 27:52 | 32:58 | 47:20 | 05:23 | 03:59 |
 | Rubick | 44 | 8.03% | 96.8 | 65.91% | +19.28% | +6.82% | -11.36% | -1.41% | 34:39 | 22:47 | 27:38 | 33:51 | 40:30 | 53:20 | 12:52 | 09:31 |
 | Clockwerk | 33 | 13.04% | 95.2 | 54.55% | +0.46% | +20.45% | +7.95% | -1.12% | 35:54 | 24:39 | 29:23 | 34:53 | 40:30 | 49:51 | 11:07 | 08:14 |
 | Disruptor | 8 | 5.44% | 93.5 | 75.00% | +16.73% | +25.00% | -25.00% | -3.97% | 37:19 | 21:20 | 27:23 | 34:33 | 39:59 | 60:11 | 12:36 | 09:20 |
 | Silencer | 12 | 7.14% | 91.9 | 66.67% | +18.59% | +33.33% | +33.33% | 0.00% | 27:00 | 19:10 | 20:16 | 26:53 | 30:37 | 35:13 | 10:21 | 07:40 |
 | Leshrac | 19 | 9.13% | 90.3 | 57.89% | +0.75% | +22.11% | -17.89% | -2.98% | 28:57 | 15:03 | 19:31 | 28:44 | 32:57 | 45:44 | 13:26 | 09:57 |
 | Puck | 3 | 2.94% | 88.7 | 100.00% | +47.47% | 0.00% | 0.00% | 0.00% | 29:54 | 24:53 | 24:53 | 32:23 | 32:26 | 32:26 | 07:33 | 05:35 |
 | Zeus | 28 | 38.36% | 87.1 | 46.43% | -4.68% | -3.57% | +25.00% | 3.13% | 26:50 | 16:16 | 21:17 | 23:17 | 30:25 | 54:40 | 09:08 | 06:45 |
 | Tiny | 40 | 10.67% | 85.5 | 47.50% | -4.44% | +2.50% | -7.50% | -0.92% | 35:27 | 20:19 | 29:39 | 34:26 | 40:29 | 54:07 | 10:50 | 08:01 |
 | Earth Spirit | 4 | 9.30% | 83.9 | 75.00% | +36.54% | -75.00% | +25.00% | 8.68% | 38:31 | 29:49 | 29:49 | 38:24 | 41:20 | 44:30 | 11:31 | 08:31 |
 | Undying | 25 | 12.89% | 82.3 | 48.00% | -3.48% | +18.67% | +2.00% | -1.28% | 35:00 | 18:05 | 27:29 | 33:31 | 40:32 | 56:48 | 13:03 | 09:40 |
 | Keeper of the Light | 14 | 15.22% | 80.6 | 50.00% | -1.28% | 0.00% | +16.67% | 1.05% | 31:29 | 18:14 | 20:06 | 24:42 | 35:58 | 1:08:46 | 15:52 | 11:45 |
 | Pudge | 2 | 3.57% | 79.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 38:37 | 37:05 | 37:05 | 40:09 | 40:09 | 40:09 | 03:04 | 02:16 |
 | Treant Protector | 9 | 2.16% | 77.4 | 66.67% | +11.63% | -16.67% | -16.67% | 0.00% | 42:40 | 32:35 | 33:10 | 39:42 | 47:48 | 56:21 | 14:38 | 10:50 |
 | Death Prophet | 15 | 4.84% | 75.8 | 53.33% | +4.18% | -28.33% | +21.67% | 0.00% | 31:09 | 19:55 | 24:10 | 30:58 | 35:14 | 45:07 | 11:04 | 08:11 |
 | Dawnbreaker | 2 | 2.86% | 74.2 | 100.00% | +63.24% | 0.00% | 0.00% | 0.00% | 39:59 | 38:38 | 38:38 | 41:20 | 41:20 | 41:20 | 02:42 | 02:00 |
 | Enchantress | 2 | 2.33% | 72.6 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 32:30 | 29:42 | 29:42 | 35:18 | 35:18 | 35:18 | 05:36 | 04:08 |
 | Crystal Maiden | 15 | 9.38% | 71.0 | 46.67% | -0.92% | +3.33% | -21.67% | -3.06% | 31:33 | 21:47 | 26:44 | 31:19 | 34:54 | 47:08 | 08:10 | 06:02 |
 | Snapfire | 23 | 8.30% | 69.4 | 43.48% | -3.37% | +23.19% | -26.81% | -3.82% | 34:45 | 22:14 | 26:46 | 33:16 | 39:52 | 54:03 | 13:06 | 09:42 |
 | Hoodwink | 15 | 8.38% | 67.7 | 46.67% | +7.65% | +28.33% | +3.33% | -3.19% | 36:40 | 21:23 | 30:40 | 37:09 | 38:30 | 54:13 | 07:50 | 05:48 |
 | Skywrath Mage | 9 | 21.95% | 66.1 | 44.44% | -2.44% | +55.56% | -44.44% | -6.38% | 35:53 | 23:48 | 28:27 | 33:08 | 44:08 | 45:14 | 15:41 | 11:37 |
 | Void Spirit | 6 | 18.75% | 64.5 | 50.00% | +11.54% | 0.00% | -50.00% | 0.00% | 27:16 | 17:53 | 19:52 | 23:12 | 26:18 | 52:59 | 06:26 | 04:45 |
 | Chen | 1 | 8.33% | 62.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 00:00 | 00:00 |
 | Marci | 2 | 1.32% | 61.3 | 100.00% | +51.01% | 0.00% | 0.00% | 0.00% | 35:22 | 28:27 | 28:27 | 42:16 | 42:16 | 42:16 | 13:49 | 10:14 |
 | Bounty Hunter | 1 | 7.69% | 59.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 4.76% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 00:00 | 00:00 |
 | Techies | 7 | 12.96% | 56.5 | 42.86% | +2.43% | +7.14% | -42.86% | -3.43% | 37:39 | 29:00 | 29:19 | 37:15 | 43:54 | 44:58 | 14:35 | 10:48 |
 | Underlord | 1 | 3.45% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 00:00 | 00:00 |
 | Dark Willow | 1 | 2.44% | 53.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 00:00 | 00:00 |
 | Arc Warden | 2 | 20.00% | 51.6 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 39:47 | 33:55 | 33:55 | 45:38 | 45:38 | 45:38 | 11:43 | 08:40 |
 | Troll Warlord | 1 | 1.89% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Mirana | 7 | 2.86% | 48.4 | 42.86% | -10.92% | +7.14% | -42.86% | -3.32% | 44:05 | 29:41 | 35:06 | 37:35 | 50:09 | 1:07:33 | 15:03 | 11:08 |
 | Ogre Magi | 2 | 13.33% | 46.8 | 50.00% | +26.92% | -50.00% | 0.00% | 0.00% | 34:50 | 31:47 | 31:47 | 37:53 | 37:53 | 37:53 | 06:06 | 04:31 |
 | Monkey King | 1 | 1.06% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 1.02% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 |
 | Enigma | 1 | 0.85% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 00:00 | 00:00 |
 | Ursa | 1 | 0.72% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 00:00 | 00:00 |
 | Riki | 1 | 0.69% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Tusk | 8 | 2.08% | 37.1 | 37.50% | -7.06% | -37.50% | +12.50% | 0.00% | 35:32 | 23:41 | 26:36 | 33:40 | 37:28 | 55:29 | 10:52 | 08:02 |
 | Ember Spirit | 1 | 0.37% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Lich | 2 | 5.26% | 33.9 | 50.00% | -11.11% | -50.00% | 0.00% | 0.00% | 55:13 | 52:41 | 52:41 | 57:44 | 57:44 | 57:44 | 05:03 | 03:44 |
 | Viper | 2 | 5.00% | 32.3 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 35:00 | 32:13 | 32:13 | 37:46 | 37:46 | 37:46 | 05:33 | 04:06 |
 | Visage | 2 | 3.39% | 30.6 | 50.00% | -9.65% | -50.00% | 0.00% | 0.00% | 44:23 | 33:58 | 33:58 | 54:48 | 54:48 | 54:48 | 20:50 | 15:25 |
 | Tidehunter | 2 | 2.67% | 29.0 | 50.00% | -8.90% | -50.00% | 0.00% | 0.00% | 34:38 | 34:34 | 34:34 | 34:42 | 34:42 | 34:42 | 00:08 | 00:05 |
 | Jakiro | 4 | 16.00% | 27.4 | 25.00% | -13.10% | -25.00% | -25.00% | 0.00% | 33:52 | 32:11 | 32:11 | 32:51 | 33:11 | 37:16 | 01:00 | 00:44 |
 | Timbersaw | 3 | 4.29% | 25.8 | 33.33% | -17.42% | +66.67% | 0.00% | 0.00% | 31:29 | 25:08 | 25:08 | 32:48 | 36:30 | 36:30 | 11:22 | 08:25 |
 | Shadow Demon | 1 | 2.17% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 1.69% | 22.6 | 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 |
 | Spirit Breaker | 2 | 3.85% | 21.0 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 41:51 | 24:16 | 24:16 | 59:26 | 59:26 | 59:26 | 35:10 | 26:02 |
 | Sand King | 1 | 16.67% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 00:00 | 00:00 |
 | Earthshaker | 1 | 3.13% | 17.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 00:00 | 00:00 |
 | Razor | 1 | 4.76% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Grimstroke | 1 | 12.50% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Primal Beast | 2 | 1.29% | 12.9 | 0.00% | -49.67% | 0.00% | 0.00% | 0.00% | 31:53 | 26:56 | 26:56 | 36:50 | 36:50 | 36:50 | 09:54 | 07:20 |
 | Dragon Knight | 1 | 1.43% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:04 | 37:04 | 37:04 | 37:04 | 37:04 | 37:04 | 00:00 | 00:00 |
 | Dark Seer | 2 | 3.17% | 9.7 | 0.00% | -50.82% | 0.00% | 0.00% | 0.00% | 34:27 | 34:12 | 34:12 | 34:41 | 34:41 | 34:41 | 00:29 | 00:21 |
 | Phoenix | 3 | 2.34% | 8.1 | 0.00% | -48.00% | 0.00% | 0.00% | 0.00% | 33:08 | 26:28 | 26:28 | 27:22 | 45:33 | 45:33 | 19:05 | 14:08 |
 | Broodmother | 1 | 0.59% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Legion Commander | 1 | 2.38% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Batrider | 1 | 0.52% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 00:00 | 00:00 |
 | Bane | 2 | 11.76% | 1.6 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 29:35 | 23:59 | 23:59 | 35:11 | 35:11 | 35:11 | 11:12 | 08:17 |