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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 | 408 | 4.34% | 83.8 | 61.52% | +12.44% | -2.70% | -4.66% | -0.20% | 30:14 | 12:09 | 25:04 | 29:38 | 35:01 | 58:17 | 07:22 |
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 | |
 | Centaur Warrunner | 74 | 27.01% | 100.0 | 67.57% | +22.07% | +6.11% | +4.65% | -0.26% | 29:45 | 19:40 | 25:58 | 27:59 | 31:38 | 58:17 | 05:40 | 04:11 |
 | Bristleback | 13 | 17.57% | 98.0 | 76.92% | +32.66% | -10.25% | -10.25% | 0.00% | 23:57 | 16:37 | 17:46 | 23:57 | 27:16 | 34:07 | 09:30 | 07:02 |
 | Earth Spirit | 5 | 3.52% | 96.1 | 100.00% | +57.66% | 0.00% | 0.00% | 0.00% | 36:32 | 26:07 | 26:07 | 36:01 | 39:37 | 49:15 | 13:30 | 10:00 |
 | Enchantress | 8 | 4.94% | 94.1 | 87.50% | +34.25% | -37.50% | +12.50% | 26.55% | 31:00 | 26:41 | 29:43 | 30:14 | 31:36 | 36:44 | 01:53 | 01:23 |
 | Timbersaw | 71 | 51.45% | 92.2 | 56.34% | +8.58% | -6.34% | +4.77% | 1.53% | 22:39 | 12:09 | 18:05 | 21:04 | 25:22 | 45:50 | 07:17 | 05:23 |
 | Pangolier | 9 | 10.84% | 90.2 | 77.78% | +35.89% | -27.78% | -27.78% | 0.00% | 31:06 | 21:51 | 24:23 | 33:20 | 36:44 | 37:52 | 12:21 | 09:08 |
 | Tusk | 7 | 4.49% | 88.2 | 85.71% | +32.69% | +14.29% | -35.71% | 0.00% | 37:06 | 28:45 | 32:47 | 38:28 | 38:29 | 47:22 | 05:42 | 04:13 |
 | Necrophos | 13 | 31.71% | 86.3 | 61.54% | +7.97% | -28.21% | +5.13% | 6.41% | 27:01 | 19:12 | 24:47 | 25:43 | 29:59 | 34:37 | 05:12 | 03:51 |
 | Clockwerk | 8 | 7.48% | 84.3 | 75.00% | +28.54% | +25.00% | -25.00% | -2.77% | 35:39 | 22:24 | 26:40 | 31:34 | 44:44 | 46:23 | 18:04 | 13:22 |
 | Sand King | 22 | 27.85% | 82.4 | 54.55% | +12.44% | +28.78% | -14.55% | -4.50% | 32:15 | 18:17 | 27:52 | 31:39 | 37:30 | 53:43 | 09:38 | 07:08 |
 | Mars | 15 | 5.66% | 80.4 | 66.67% | +21.47% | +8.33% | -41.67% | 0.00% | 32:10 | 21:00 | 29:56 | 31:55 | 34:07 | 47:50 | 04:11 | 03:05 |
 | Underlord | 13 | 30.23% | 78.4 | 53.85% | +20.52% | +12.82% | -20.52% | -2.08% | 29:56 | 20:24 | 21:39 | 28:15 | 37:43 | 43:02 | 16:04 | 11:54 |
 | Magnus | 5 | 6.10% | 76.5 | 80.00% | +22.86% | +20.00% | +20.00% | 0.00% | 32:06 | 20:38 | 20:38 | 34:04 | 35:01 | 39:44 | 14:23 | 10:39 |
 | Elder Titan | 3 | 2.10% | 74.5 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 34:30 | 25:36 | 25:36 | 36:34 | 41:21 | 41:21 | 15:45 | 11:40 |
 | Venomancer | 7 | 19.44% | 72.5 | 57.14% | +8.86% | -7.14% | +42.86% | 5.40% | 32:50 | 25:36 | 27:01 | 35:22 | 36:17 | 37:27 | 09:16 | 06:51 |
 | Dark Seer | 16 | 17.02% | 70.6 | 50.00% | +1.28% | -25.00% | 0.00% | 3.04% | 31:04 | 21:23 | 26:00 | 30:24 | 34:13 | 47:11 | 08:13 | 06:05 |
 | Bloodseeker | 4 | 5.80% | 68.6 | 75.00% | +30.38% | +25.00% | -75.00% | 0.00% | 28:06 | 24:36 | 24:36 | 27:20 | 29:58 | 30:28 | 05:22 | 03:58 |
 | Razor | 2 | 3.28% | 66.7 | 100.00% | +42.37% | 0.00% | 0.00% | 0.00% | 33:13 | 30:28 | 30:28 | 35:57 | 35:57 | 35:57 | 05:29 | 04:03 |
 | Treant Protector | 4 | 5.26% | 64.7 | 75.00% | +29.17% | -75.00% | +25.00% | 0.00% | 39:36 | 33:40 | 33:40 | 38:00 | 38:19 | 48:24 | 04:39 | 03:26 |
 | Mirana | 14 | 10.85% | 62.7 | 50.00% | -0.43% | +25.00% | -16.67% | -4.84% | 32:57 | 24:55 | 28:11 | 32:22 | 36:48 | 44:26 | 08:37 | 06:22 |
 | Axe | 9 | 9.00% | 60.8 | 55.56% | +12.70% | +44.44% | -5.56% | -4.27% | 34:40 | 26:25 | 27:55 | 34:36 | 39:37 | 43:45 | 11:42 | 08:40 |
 | Lich | 1 | 11.11% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 00:00 | 00:00 |
 | Death Prophet | 4 | 3.31% | 56.9 | 75.00% | +27.99% | +25.00% | -75.00% | 0.00% | 32:04 | 28:32 | 28:32 | 30:00 | 31:42 | 38:03 | 03:10 | 02:20 |
 | Dragon Knight | 2 | 1.60% | 54.9 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 29:25 | 28:25 | 28:25 | 30:25 | 30:25 | 30:25 | 02:00 | 01:28 |
 | Snapfire | 12 | 3.87% | 52.9 | 50.00% | -2.68% | -16.67% | -16.67% | 0.00% | 33:00 | 21:18 | 25:59 | 32:49 | 36:20 | 50:55 | 10:21 | 07:40 |
 | Alchemist | 1 | 6.25% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Dazzle | 1 | 6.25% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 00:00 | 00:00 |
 | Phoenix | 8 | 4.85% | 47.1 | 50.00% | +4.78% | -50.00% | 0.00% | 0.00% | 31:09 | 18:26 | 25:06 | 28:48 | 32:20 | 47:27 | 07:14 | 05:21 |
 | Abaddon | 5 | 3.33% | 45.1 | 60.00% | +12.41% | -60.00% | -60.00% | 0.00% | 30:21 | 25:36 | 25:36 | 28:04 | 31:39 | 38:38 | 06:03 | 04:28 |
 | Tidehunter | 9 | 8.65% | 43.1 | 44.44% | -7.14% | +5.56% | -44.44% | 0.00% | 34:51 | 27:46 | 28:11 | 30:50 | 36:10 | 52:50 | 07:59 | 05:54 |
 | Slardar | 3 | 3.85% | 41.2 | 66.67% | +5.34% | -66.67% | 0.00% | 0.00% | 40:21 | 34:54 | 34:54 | 34:56 | 51:12 | 51:12 | 16:18 | 12:04 |
 | Kunkka | 1 | 2.38% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 |
 | Hoodwink | 1 | 2.00% | 37.3 | 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 |
 | Grimstroke | 3 | 1.15% | 35.3 | 66.67% | +17.45% | -66.67% | 0.00% | 0.00% | 34:34 | 29:32 | 29:32 | 35:18 | 38:52 | 38:52 | 09:20 | 06:54 |
 | Beastmaster | 4 | 4.65% | 33.3 | 50.00% | -4.88% | -50.00% | +50.00% | 0.00% | 32:03 | 27:18 | 27:18 | 30:17 | 31:54 | 38:43 | 04:36 | 03:24 |
 | Doom | 1 | 1.00% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 0.93% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Leshrac | 4 | 2.60% | 27.5 | 50.00% | -2.00% | -50.00% | +50.00% | 0.00% | 32:36 | 24:21 | 24:21 | 25:52 | 39:51 | 40:18 | 15:30 | 11:28 |
 | Omniknight | 2 | 11.11% | 25.5 | 50.00% | -6.25% | +50.00% | 0.00% | 0.00% | 31:45 | 26:39 | 26:39 | 36:50 | 36:50 | 36:50 | 10:11 | 07:32 |
 | Tiny | 4 | 1.51% | 23.5 | 50.00% | +4.02% | -50.00% | -50.00% | 0.00% | 36:15 | 30:55 | 30:55 | 31:45 | 41:02 | 41:18 | 10:07 | 07:29 |
 | Ogre Magi | 2 | 5.56% | 21.6 | 50.00% | -5.88% | +50.00% | 0.00% | 0.00% | 40:23 | 40:14 | 40:14 | 40:31 | 40:31 | 40:31 | 00:17 | 00:12 |
 | Warlock | 2 | 1.94% | 19.6 | 50.00% | +1.49% | +50.00% | 0.00% | 0.00% | 35:34 | 30:44 | 30:44 | 40:23 | 40:23 | 40:23 | 09:39 | 07:08 |
 | Viper | 3 | 3.80% | 17.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 32:56 | 27:07 | 27:07 | 32:53 | 38:49 | 38:49 | 11:42 | 08:40 |
 | Ancient Apparition | 4 | 2.30% | 15.7 | 25.00% | -35.00% | -25.00% | -25.00% | 0.00% | 50:13 | 46:19 | 46:19 | 47:56 | 49:43 | 56:52 | 03:24 | 02:31 |
 | Winter Wyvern | 1 | 1.43% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 00:00 | 00:00 |
 | Legion Commander | 1 | 1.22% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 1.75% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 00:00 | 00:00 |
 | Broodmother | 2 | 3.23% | 7.8 | 0.00% | -51.67% | 0.00% | 0.00% | 0.00% | 33:21 | 32:01 | 32:01 | 34:41 | 34:41 | 34:41 | 02:40 | 01:58 |
 | Bounty Hunter | 1 | 7.69% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 0.79% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 00:00 | 00:00 |
 | Brewmaster | 1 | 5.88% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |