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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 | 545 | 8.85% | 67.4 | 56.33% | +8.52% | -4.86% | +12.79% | 0.74% | 17:06 | 03:07 | 05:53 | 08:25 | 29:41 | 1:14:08 | 17:37 |
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 | |
 | Bloodseeker | 16 | 30.19% | 100.0 | 87.50% | +36.15% | -12.50% | +12.50% | 2.68% | 31:09 | 06:57 | 26:24 | 32:17 | 35:44 | 43:38 | 09:20 | 06:54 |
 | Spectre | 7 | 41.18% | 98.0 | 85.71% | +75.71% | +14.29% | -35.71% | -50.00% | 38:55 | 33:04 | 38:34 | 38:54 | 39:12 | 43:52 | 00:38 | 00:28 |
 | Alchemist | 41 | 41.00% | 96.0 | 75.61% | +29.85% | -15.61% | -15.61% | 0.00% | 26:36 | 04:47 | 23:21 | 28:47 | 32:44 | 41:22 | 09:23 | 06:57 |
 | Abaddon | 11 | 32.35% | 94.0 | 81.82% | +47.04% | +18.18% | -48.49% | -6.03% | 31:45 | 21:42 | 22:22 | 31:38 | 33:25 | 45:19 | 11:03 | 08:11 |
 | Phantom Assassin | 5 | 45.45% | 92.0 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 35:23 | 28:58 | 28:58 | 33:02 | 42:08 | 42:29 | 13:10 | 09:45 |
 | Monkey King | 9 | 8.57% | 90.0 | 88.89% | +38.89% | +11.11% | -38.89% | -4.75% | 37:09 | 29:33 | 30:18 | 37:16 | 40:50 | 45:17 | 10:32 | 07:48 |
 | Ursa | 37 | 52.86% | 88.0 | 64.86% | +55.77% | +24.03% | -31.53% | -11.22% | 31:15 | 16:05 | 28:45 | 30:28 | 33:42 | 58:11 | 04:57 | 03:40 |
 | Axe | 10 | 90.91% | 86.0 | 60.00% | -40.00% | +6.67% | -10.00% | -8.34% | 05:28 | 03:20 | 04:21 | 04:53 | 06:21 | 08:25 | 02:00 | 01:28 |
 | Lifestealer | 3 | 13.64% | 84.0 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 36:03 | 34:14 | 34:14 | 35:12 | 38:44 | 38:44 | 04:30 | 03:20 |
 | Dawnbreaker | 3 | 13.64% | 82.0 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 26:50 | 06:03 | 06:03 | 36:44 | 37:42 | 37:42 | 31:39 | 23:26 |
 | Anti-Mage | 28 | 71.79% | 80.0 | 60.71% | +33.44% | +10.72% | -17.85% | -1.30% | 16:27 | 05:28 | 06:24 | 07:36 | 28:23 | 41:18 | 21:59 | 16:17 |
 | Underlord | 72 | 85.71% | 78.0 | 55.56% | -11.11% | +11.11% | -11.12% | -8.55% | 07:48 | 03:21 | 05:07 | 05:57 | 07:43 | 1:08:33 | 02:36 | 01:55 |
 | Dark Seer | 20 | 41.67% | 76.0 | 55.00% | -5.71% | +5.00% | -15.00% | -4.71% | 07:58 | 05:11 | 05:27 | 06:51 | 09:42 | 15:56 | 04:15 | 03:08 |
 | Doom | 69 | 51.88% | 74.0 | 49.28% | -14.78% | +27.19% | -13.99% | -17.65% | 06:47 | 04:01 | 05:02 | 05:51 | 07:22 | 23:39 | 02:20 | 01:43 |
 | Naga Siren | 3 | 5.08% | 72.0 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 31:48 | 30:07 | 30:07 | 30:11 | 35:07 | 35:07 | 05:00 | 03:42 |
 | Juggernaut | 3 | 37.50% | 70.0 | 66.67% | +66.67% | +33.33% | 0.00% | -4.88% | 37:31 | 33:28 | 33:28 | 38:46 | 40:18 | 40:18 | 06:50 | 05:03 |
 | Beastmaster | 19 | 11.52% | 68.0 | 57.89% | +1.73% | +22.11% | +2.11% | -2.03% | 13:03 | 04:16 | 05:53 | 07:27 | 15:45 | 43:34 | 09:52 | 07:18 |
 | Ogre Magi | 6 | 60.00% | 66.0 | 50.00% | +25.00% | +50.00% | -50.00% | -19.67% | 16:02 | 03:22 | 03:38 | 04:04 | 08:43 | 1:12:07 | 05:05 | 03:45 |
 | Troll Warlord | 12 | 41.38% | 64.0 | 50.00% | +20.59% | +16.67% | -16.67% | -3.35% | 31:52 | 23:28 | 25:10 | 27:09 | 35:07 | 47:32 | 09:57 | 07:22 |
 | Brewmaster | 16 | 66.67% | 62.0 | 43.75% | +18.75% | +31.25% | -18.75% | -24.59% | 06:40 | 03:37 | 05:46 | 06:22 | 07:48 | 09:20 | 02:02 | 01:30 |
 | Pangolier | 18 | 12.59% | 60.0 | 55.56% | -2.04% | -35.56% | -5.56% | 0.86% | 37:36 | 07:52 | 13:46 | 41:00 | 48:51 | 1:14:08 | 35:05 | 25:59 |
 | Batrider | 6 | 10.34% | 58.0 | 66.67% | +30.13% | +33.33% | +33.33% | 0.00% | 10:38 | 08:58 | 09:37 | 09:46 | 10:23 | 14:53 | 00:46 | 00:34 |
 | Primal Beast | 13 | 13.54% | 56.0 | 53.85% | +10.48% | +46.15% | -20.52% | -32.52% | 07:49 | 05:43 | 06:18 | 06:41 | 08:21 | 13:18 | 02:03 | 01:31 |
 | Phantom Lancer | 5 | 19.23% | 54.0 | 60.00% | +12.38% | -60.00% | +40.00% | 0.00% | 23:43 | 04:49 | 04:49 | 26:35 | 39:56 | 41:36 | 35:07 | 26:00 |
 | Magnus | 10 | 47.62% | 52.0 | 40.00% | -5.45% | -40.00% | +60.00% | 52.17% | 06:09 | 04:21 | 05:19 | 05:50 | 07:14 | 07:57 | 01:55 | 01:25 |
 | Centaur Warrunner | 28 | 77.78% | 50.0 | 28.57% | +16.07% | 0.00% | -28.57% | -15.73% | 06:35 | 04:30 | 05:27 | 06:09 | 07:16 | 10:26 | 01:49 | 01:20 |
 | Visage | 3 | 10.71% | 48.0 | 66.67% | +10.67% | +33.33% | 0.00% | 0.00% | 23:50 | 19:52 | 19:52 | 23:24 | 28:15 | 28:15 | 08:23 | 06:12 |
 | Mirana | 2 | 1.34% | 46.0 | 100.00% | +40.82% | 0.00% | 0.00% | 0.00% | 32:48 | 32:05 | 32:05 | 33:31 | 33:31 | 33:31 | 01:26 | 01:03 |
 | Lone Druid | 1 | 6.25% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Broodmother | 3 | 5.26% | 42.0 | 66.67% | +20.37% | -66.67% | 0.00% | 0.00% | 22:32 | 16:24 | 16:24 | 20:38 | 30:35 | 30:35 | 14:11 | 10:30 |
 | Night Stalker | 1 | 5.26% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:55 | 04:55 | 04:55 | 04:55 | 04:55 | 04:55 | 00:00 | 00:00 |
 | Bounty Hunter | 8 | 21.62% | 38.0 | 37.50% | -24.57% | +12.50% | +62.50% | 40.54% | 08:01 | 03:07 | 04:05 | 04:18 | 05:19 | 22:25 | 01:14 | 00:54 |
 | Slardar | 2 | 25.00% | 36.0 | 50.00% | -33.33% | +50.00% | 0.00% | 0.00% | 05:59 | 05:05 | 05:05 | 06:52 | 06:52 | 06:52 | 01:47 | 01:19 |
 | Sven | 1 | 3.33% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 48:41 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 3.03% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Lycan | 1 | 2.04% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:49 | 1:03:49 | 1:03:49 | 1:03:49 | 1:03:49 | 1:03:49 | 00:00 | 00:00 |
 | Slark | 4 | 5.33% | 28.0 | 50.00% | +0.70% | -50.00% | -50.00% | 0.00% | 36:07 | 31:07 | 31:07 | 32:58 | 34:23 | 46:00 | 03:16 | 02:25 |
 | Sand King | 4 | 57.14% | 26.0 | 25.00% | +25.00% | -25.00% | +75.00% | 27.03% | 08:17 | 04:32 | 04:32 | 05:34 | 08:14 | 14:47 | 03:42 | 02:44 |
 | Clockwerk | 4 | 2.94% | 24.0 | 50.00% | -7.58% | -50.00% | +50.00% | 0.00% | 27:08 | 19:17 | 19:17 | 20:28 | 29:55 | 38:53 | 10:38 | 07:52 |
 | Pudge | 8 | 28.57% | 22.0 | 25.00% | -15.00% | -25.00% | +25.00% | 50.00% | 06:23 | 04:32 | 06:18 | 06:31 | 06:34 | 07:13 | 00:16 | 00:11 |
 | Keeper of the Light | 1 | 0.78% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 00:00 | 00:00 |
 | Venomancer | 2 | 9.09% | 18.0 | 50.00% | -15.00% | -50.00% | 0.00% | 0.00% | 12:34 | 08:30 | 08:30 | 16:37 | 16:37 | 16:37 | 08:07 | 06:00 |
 | Chen | 2 | 6.45% | 16.0 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 26:12 | 22:44 | 22:44 | 29:39 | 29:39 | 29:39 | 06:55 | 05:07 |
 | Earth Spirit | 4 | 28.57% | 14.0 | 25.00% | -15.00% | -25.00% | -25.00% | 0.00% | 13:14 | 04:58 | 04:58 | 06:10 | 20:42 | 21:05 | 15:44 | 11:39 |
 | Timbersaw | 10 | 14.71% | 12.0 | 20.00% | -36.90% | -20.00% | -20.00% | 0.00% | 07:50 | 05:39 | 06:08 | 06:31 | 09:41 | 13:09 | 03:33 | 02:37 |
 | Marci | 4 | 10.26% | 10.0 | 25.00% | -26.43% | -25.00% | -25.00% | 0.00% | 45:18 | 42:02 | 42:02 | 42:51 | 43:46 | 52:33 | 01:44 | 01:17 |
 | Nyx Assassin | 1 | 4.35% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:36 | 06:36 | 06:36 | 06:36 | 06:36 | 06:36 | 00:00 | 00:00 |
 | Omniknight | 1 | 12.50% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:53 | 05:53 | 05:53 | 05:53 | 05:53 | 05:53 | 00:00 | 00:00 |
 | Bristleback | 5 | 100.00% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:32 | 04:57 | 04:57 | 06:58 | 07:10 | 08:21 | 02:13 | 01:38 |
 | Undying | 2 | 1.48% | 2.0 | 0.00% | -48.12% | 0.00% | 0.00% | 0.00% | 19:27 | 09:49 | 09:49 | 29:04 | 29:04 | 29:04 | 19:15 | 14:15 |