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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 | |
 | Phase Boots | 3644 | 13.62% | 18.3 | 48.46% | +1.32% | +6.42% | -2.91% | -2.79% | 08:53 | 03:20 | 06:30 | 07:49 | 09:51 | 1:01:54 | 02:28 |
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 | |
 | Lone Druid | 46 | 79.31% | 100.0 | 67.39% | +25.72% | +7.61% | -21.94% | -21.11% | 06:39 | 05:02 | 05:42 | 06:12 | 07:06 | 11:53 | 01:24 | 01:02 |
 | Night Stalker | 61 | 92.42% | 98.0 | 57.38% | -2.62% | +2.62% | -17.38% | -8.16% | 07:30 | 04:10 | 05:50 | 07:01 | 08:17 | 17:48 | 02:27 | 01:48 |
 | Bounty Hunter | 36 | 37.11% | 96.0 | 63.89% | +19.63% | +2.78% | +2.78% | 0.00% | 13:20 | 05:13 | 10:03 | 11:37 | 13:07 | 54:13 | 03:04 | 02:16 |
 | Legion Commander | 142 | 92.21% | 94.0 | 54.93% | +29.93% | +6.18% | +2.21% | -1.78% | 08:28 | 03:47 | 06:24 | 07:25 | 08:38 | 25:30 | 02:14 | 01:39 |
 | Tiny | 161 | 29.93% | 92.0 | 57.14% | +11.52% | +2.86% | +20.36% | 1.63% | 12:18 | 05:13 | 07:25 | 09:02 | 18:09 | 33:38 | 10:44 | 07:57 |
 | Omniknight | 18 | 45.00% | 90.0 | 61.11% | +11.11% | -1.11% | -36.11% | -29.17% | 07:42 | 05:29 | 06:54 | 07:13 | 08:06 | 13:04 | 01:12 | 00:53 |
 | Bloodseeker | 256 | 95.88% | 88.0 | 50.78% | -3.77% | +5.47% | -13.28% | -14.80% | 06:04 | 03:20 | 05:16 | 05:50 | 06:32 | 17:11 | 01:16 | 00:56 |
 | Marci | 113 | 56.78% | 86.0 | 52.21% | +8.02% | -5.78% | -2.21% | 0.63% | 13:15 | 04:35 | 08:37 | 11:19 | 14:15 | 38:07 | 05:38 | 04:10 |
 | Kunkka | 178 | 98.89% | 84.0 | 48.88% | -51.12% | +6.68% | -7.97% | -8.97% | 07:29 | 03:56 | 06:38 | 07:14 | 08:16 | 12:52 | 01:38 | 01:12 |
 | Ember Spirit | 560 | 88.05% | 82.0 | 48.75% | +2.70% | +6.25% | -13.75% | -8.89% | 09:08 | 04:41 | 07:47 | 08:54 | 10:02 | 25:30 | 02:15 | 01:40 |
 | Wraith King | 48 | 82.76% | 80.0 | 50.00% | +20.00% | 0.00% | -16.67% | -5.68% | 07:33 | 03:57 | 05:28 | 06:33 | 08:24 | 18:56 | 02:56 | 02:10 |
 | Monkey King | 28 | 8.31% | 78.0 | 64.29% | +10.89% | +21.42% | -21.43% | -33.83% | 07:03 | 04:28 | 06:14 | 06:37 | 07:30 | 15:46 | 01:16 | 00:56 |
 | Primal Beast | 333 | 84.52% | 76.0 | 48.35% | -10.67% | +7.07% | -6.18% | -5.20% | 07:58 | 04:13 | 06:23 | 07:23 | 08:56 | 27:35 | 02:33 | 01:53 |
 | Pudge | 64 | 68.82% | 74.0 | 50.00% | +1.72% | -12.50% | +12.50% | 7.94% | 08:49 | 04:39 | 06:33 | 08:17 | 09:42 | 28:35 | 03:09 | 02:20 |
 | Lifestealer | 96 | 100.00% | 72.0 | 45.83% | +45.83% | -8.33% | -4.16% | 2.66% | 06:32 | 03:58 | 05:32 | 06:08 | 07:06 | 13:48 | 01:34 | 01:09 |
 | Spirit Breaker | 218 | 84.50% | 70.0 | 45.87% | -11.63% | -5.87% | -1.43% | 1.04% | 11:04 | 04:51 | 08:24 | 11:13 | 12:41 | 53:58 | 04:17 | 03:10 |
 | Abaddon | 52 | 62.65% | 68.0 | 48.08% | -0.31% | +21.15% | -17.31% | -22.19% | 07:19 | 04:26 | 05:44 | 06:31 | 07:28 | 21:15 | 01:44 | 01:17 |
 | Dawnbreaker | 146 | 74.11% | 66.0 | 45.89% | -10.97% | +13.57% | -4.22% | -8.03% | 08:01 | 04:12 | 06:43 | 07:39 | 08:56 | 15:57 | 02:13 | 01:38 |
 | Troll Warlord | 69 | 57.98% | 64.0 | 47.83% | +5.83% | -6.65% | -0.77% | 2.38% | 07:03 | 04:33 | 05:28 | 06:31 | 07:56 | 15:31 | 02:28 | 01:49 |
 | Sven | 43 | 19.28% | 62.0 | 53.49% | +1.82% | +10.15% | -26.22% | -30.31% | 06:04 | 04:14 | 05:23 | 05:56 | 06:35 | 11:14 | 01:12 | 00:53 |
 | Alchemist | 76 | 47.20% | 60.0 | 47.37% | -0.87% | +10.52% | +5.26% | -2.52% | 06:57 | 03:47 | 05:14 | 06:12 | 07:19 | 18:54 | 02:05 | 01:32 |
 | Tusk | 189 | 41.45% | 58.0 | 45.50% | -0.94% | +7.69% | -11.46% | -5.00% | 09:39 | 05:06 | 06:58 | 08:08 | 10:48 | 30:02 | 03:50 | 02:50 |
 | Axe | 9 | 12.86% | 56.0 | 66.67% | +25.69% | +33.33% | -66.67% | -28.71% | 10:32 | 04:53 | 07:16 | 09:43 | 10:45 | 20:37 | 03:29 | 02:34 |
 | Ursa | 139 | 73.16% | 54.0 | 42.45% | -8.53% | +3.26% | -2.45% | -2.43% | 08:48 | 04:26 | 06:34 | 07:40 | 08:55 | 1:01:54 | 02:21 | 01:44 |
 | Tidehunter | 78 | 32.37% | 52.0 | 46.15% | -4.77% | +8.85% | -9.31% | -4.24% | 10:07 | 05:35 | 07:43 | 09:55 | 12:00 | 21:33 | 04:17 | 03:10 |
 | Centaur Warrunner | 79 | 57.66% | 50.0 | 43.04% | +12.01% | -8.04% | +1.96% | 3.97% | 11:17 | 04:50 | 08:48 | 09:58 | 11:19 | 53:58 | 02:31 | 01:51 |
 | Underlord | 21 | 10.61% | 48.0 | 57.14% | +9.12% | -17.14% | +2.86% | 6.56% | 07:19 | 05:16 | 05:41 | 06:45 | 08:44 | 10:55 | 03:03 | 02:15 |
 | Mars | 194 | 85.46% | 46.0 | 38.14% | -10.34% | -1.41% | +9.78% | 4.36% | 08:53 | 05:03 | 07:07 | 08:19 | 09:41 | 27:01 | 02:34 | 01:54 |
 | Elder Titan | 14 | 9.93% | 44.0 | 57.14% | -4.28% | -32.14% | -23.81% | 0.82% | 17:02 | 08:36 | 12:31 | 14:26 | 22:39 | 30:26 | 10:08 | 07:30 |
 | Death Prophet | 61 | 16.99% | 42.0 | 44.26% | -1.71% | +2.41% | +2.41% | 0.00% | 08:31 | 05:39 | 06:55 | 07:34 | 08:48 | 29:00 | 01:53 | 01:23 |
 | Ogre Magi | 4 | 9.30% | 40.0 | 75.00% | +28.85% | +25.00% | -75.00% | 0.00% | 08:07 | 06:12 | 06:12 | 07:25 | 07:31 | 11:20 | 01:19 | 00:58 |
 | Skywrath Mage | 2 | 0.64% | 38.0 | 100.00% | +49.03% | 0.00% | 0.00% | 0.00% | 25:28 | 19:44 | 19:44 | 31:12 | 31:12 | 31:12 | 11:28 | 08:29 |
 | Juggernaut | 22 | 21.36% | 36.0 | 31.82% | -21.27% | +18.18% | -31.82% | -41.67% | 06:04 | 04:03 | 05:14 | 05:52 | 06:26 | 12:39 | 01:12 | 00:53 |
 | Huskar | 4 | 11.43% | 34.0 | 50.00% | -8.06% | -50.00% | +50.00% | 0.00% | 14:34 | 11:09 | 11:09 | 13:08 | 15:56 | 18:01 | 04:47 | 03:32 |
 | Doom | 33 | 6.16% | 32.0 | 30.30% | -22.98% | +19.70% | -30.30% | -16.39% | 08:00 | 03:50 | 06:04 | 06:39 | 09:07 | 27:35 | 03:03 | 02:15 |
 | Bristleback | 4 | 7.69% | 30.0 | 50.00% | -2.08% | +50.00% | -50.00% | 0.00% | 10:01 | 07:43 | 07:43 | 08:52 | 10:58 | 12:29 | 03:15 | 02:24 |
 | Void Spirit | 12 | 4.26% | 28.0 | 33.33% | -21.11% | 0.00% | 0.00% | 0.00% | 08:36 | 06:42 | 07:15 | 07:50 | 09:03 | 15:28 | 01:48 | 01:20 |
 | Clockwerk | 7 | 1.58% | 26.0 | 42.86% | -9.32% | +7.14% | -42.86% | 0.00% | 15:56 | 12:54 | 13:02 | 15:48 | 16:01 | 23:42 | 02:59 | 02:12 |
 | Brewmaster | 1 | 0.68% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 00:00 | 00:00 |
 | Dark Willow | 1 | 0.47% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Undying | 14 | 2.84% | 20.0 | 28.57% | -19.86% | -3.57% | +4.76% | 0.00% | 18:26 | 07:04 | 12:46 | 15:25 | 20:17 | 40:39 | 07:31 | 05:34 |
 | Treant Protector | 1 | 0.24% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 00:00 | 00:00 |
 | Beastmaster | 1 | 0.17% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 13:03 | 00:00 | 00:00 |
 | Earthshaker | 3 | 1.52% | 14.0 | 33.33% | -21.82% | -33.33% | 0.00% | 0.00% | 07:47 | 05:54 | 05:54 | 08:31 | 08:56 | 08:56 | 03:02 | 02:14 |
 | Dragon Knight | 1 | 0.49% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 00:00 | 00:00 |
 | Silencer | 1 | 0.26% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 00:00 | 00:00 |
 | Timbersaw | 1 | 0.29% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Slark | 1 | 0.39% | 6.0 | 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 |
 | Necrophos | 1 | 2.78% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:43 | 11:43 | 11:43 | 11:43 | 11:43 | 11:43 | 00:00 | 00:00 |
 | Invoker | 2 | 0.95% | 2.0 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 08:43 | 08:41 | 08:41 | 08:44 | 08:44 | 08:44 | 00:03 | 00:02 |