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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 | |
 | Vanguard | 563 | 13.40% | 62.2 | 53.64% | +6.96% | +1.68% | +0.97% | -0.13% | 11:57 | 03:33 | 05:45 | 06:47 | 11:09 | 57:31 | 04:00 |
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 | |
 | Ursa | 7 | 41.18% | 100.0 | 85.71% | +55.71% | +14.29% | -35.71% | 0.00% | 34:15 | 24:24 | 31:18 | 32:03 | 39:22 | 40:38 | 08:04 | 05:58 |
 | Underlord | 43 | 95.56% | 97.7 | 67.44% | +67.44% | +5.29% | +5.29% | 0.00% | 06:45 | 04:09 | 05:14 | 06:07 | 07:08 | 16:40 | 01:54 | 01:24 |
 | Slark | 4 | 11.43% | 95.5 | 100.00% | +67.74% | 0.00% | 0.00% | 0.00% | 38:29 | 36:00 | 36:00 | 36:24 | 37:17 | 44:16 | 01:17 | 00:57 |
 | Primal Beast | 11 | 34.38% | 93.2 | 72.73% | +1.30% | -6.06% | +27.27% | 21.98% | 07:17 | 05:16 | 05:37 | 06:46 | 07:08 | 10:49 | 01:31 | 01:07 |
 | Beastmaster | 49 | 50.52% | 90.9 | 63.27% | -3.40% | +3.40% | -4.94% | -0.64% | 11:38 | 04:35 | 05:52 | 08:17 | 18:54 | 30:21 | 13:02 | 09:39 |
 | Axe | 24 | 100.00% | 88.6 | 58.33% | +58.33% | -8.33% | -8.33% | 0.00% | 05:50 | 03:33 | 04:54 | 05:38 | 06:01 | 09:34 | 01:07 | 00:49 |
 | Earth Spirit | 5 | 29.41% | 86.4 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 11:52 | 05:24 | 05:24 | 15:32 | 15:40 | 16:47 | 10:16 | 07:36 |
 | Dark Seer | 46 | 71.88% | 84.1 | 58.70% | +8.70% | +7.97% | +4.94% | -1.37% | 07:02 | 03:47 | 05:29 | 06:31 | 07:42 | 16:58 | 02:13 | 01:38 |
 | Timbersaw | 84 | 75.00% | 81.8 | 55.95% | +9.52% | +1.19% | +1.19% | 0.00% | 07:38 | 03:56 | 05:28 | 06:41 | 09:35 | 14:23 | 04:07 | 03:02 |
 | Anti-Mage | 15 | 75.00% | 79.5 | 53.33% | +53.33% | -3.33% | -28.33% | -2.57% | 14:34 | 04:01 | 06:02 | 07:36 | 15:45 | 45:25 | 09:43 | 07:11 |
 | Monkey King | 3 | 6.98% | 77.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 45:39 | 34:35 | 34:35 | 49:07 | 53:15 | 53:15 | 18:40 | 13:49 |
 | Chen | 2 | 12.50% | 75.0 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 32:58 | 22:04 | 22:04 | 43:51 | 43:51 | 43:51 | 21:47 | 16:08 |
 | Spirit Breaker | 32 | 21.48% | 72.7 | 56.25% | +10.10% | +6.25% | -6.25% | -0.88% | 14:20 | 04:35 | 06:04 | 09:58 | 20:18 | 42:32 | 14:14 | 10:32 |
 | Doom | 66 | 83.54% | 70.5 | 42.42% | -11.43% | -1.24% | +7.58% | 6.78% | 07:05 | 03:48 | 05:39 | 06:12 | 06:57 | 17:48 | 01:18 | 00:57 |
 | Brewmaster | 7 | 77.78% | 68.2 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 10:09 | 05:41 | 05:43 | 06:33 | 08:56 | 27:02 | 03:13 | 02:22 |
 | Bounty Hunter | 7 | 25.93% | 65.9 | 57.14% | +4.76% | -57.14% | +42.86% | 28.57% | 09:43 | 05:26 | 05:48 | 06:07 | 09:18 | 20:54 | 03:30 | 02:35 |
 | Magnus | 57 | 52.78% | 63.6 | 40.35% | -10.63% | -4.64% | +2.51% | 6.70% | 06:21 | 04:32 | 05:34 | 06:02 | 06:38 | 10:34 | 01:04 | 00:47 |
 | Alchemist | 10 | 31.25% | 61.4 | 50.00% | -4.55% | +16.67% | 0.00% | -5.99% | 36:33 | 26:00 | 32:31 | 33:20 | 35:18 | 57:31 | 02:47 | 02:03 |
 | Batrider | 31 | 19.50% | 59.1 | 45.16% | -4.06% | -20.16% | -7.66% | 3.55% | 08:38 | 03:40 | 06:42 | 09:18 | 10:13 | 12:26 | 03:31 | 02:36 |
 | Bloodseeker | 9 | 14.06% | 56.8 | 55.56% | +19.20% | -5.56% | -5.56% | 0.00% | 35:52 | 04:34 | 32:36 | 36:03 | 42:42 | 48:21 | 10:06 | 07:28 |
 | Kunkka | 1 | 12.50% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 00:00 | 00:00 |
 | Bristleback | 4 | 100.00% | 52.3 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 06:13 | 04:50 | 04:50 | 06:20 | 06:34 | 07:08 | 01:44 | 01:17 |
 | Venomancer | 3 | 5.77% | 50.0 | 66.67% | +27.89% | +33.33% | 0.00% | 0.00% | 12:24 | 06:00 | 06:00 | 13:34 | 17:37 | 17:37 | 11:37 | 08:36 |
 | Abaddon | 4 | 16.00% | 47.7 | 50.00% | -7.14% | +50.00% | -50.00% | -12.61% | 38:13 | 32:10 | 32:10 | 35:13 | 40:06 | 45:24 | 07:56 | 05:52 |
 | Enigma | 1 | 3.57% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 |
 | Lycan | 1 | 3.57% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Pangolier | 12 | 12.90% | 40.9 | 33.33% | -18.52% | -33.33% | +33.34% | 14.24% | 40:13 | 07:32 | 42:41 | 44:52 | 47:22 | 54:14 | 04:41 | 03:28 |
 | Snapfire | 1 | 2.13% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 2.08% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Enchantress | 1 | 1.25% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:43 | 20:43 | 20:43 | 20:43 | 20:43 | 20:43 | 00:00 | 00:00 |
 | Techies | 1 | 0.52% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Phantom Lancer | 2 | 7.41% | 29.5 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 42:45 | 35:05 | 35:05 | 50:25 | 50:25 | 50:25 | 15:20 | 11:21 |
 | Juggernaut | 2 | 4.44% | 27.3 | 50.00% | +8.14% | +50.00% | 0.00% | 0.00% | 34:58 | 34:53 | 34:53 | 35:03 | 35:03 | 35:03 | 00:10 | 00:07 |
 | Naga Siren | 2 | 4.35% | 25.0 | 50.00% | -13.64% | +50.00% | 0.00% | 0.00% | 37:23 | 36:09 | 36:09 | 38:37 | 38:37 | 38:37 | 02:28 | 01:49 |
 | Dawnbreaker | 2 | 66.67% | 22.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:35 | 04:48 | 04:48 | 06:21 | 06:21 | 06:21 | 01:33 | 01:08 |
 | Broodmother | 1 | 2.17% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |
 | Mars | 1 | 3.13% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 00:00 | 00:00 |
 | Legion Commander | 1 | 2.86% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:10 | 05:10 | 05:10 | 05:10 | 05:10 | 05:10 | 00:00 | 00:00 |
 | Lifestealer | 1 | 14.29% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 00:00 | 00:00 |
 | Invoker | 1 | 25.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 00:00 | 00:00 |
 | Pudge | 1 | 33.33% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:32 | 05:32 | 05:32 | 05:32 | 05:32 | 05:32 | 00:00 | 00:00 |
 | Mirana | 1 | 1.72% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 100.00% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 00:00 | 00:00 |
 | Undying | 5 | 5.05% | 2.3 | 0.00% | -45.74% | 0.00% | 0.00% | 0.00% | 31:28 | 05:28 | 05:28 | 35:15 | 42:38 | 50:29 | 37:10 | 27:31 |