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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 | |
 | Soul Ring | 3795 | 13.31% | 23.1 | 49.72% | +2.66% | +1.39% | -0.72% | -0.49% | 07:27 | 00:56 | 04:48 | 06:52 | 09:06 | 36:53 | 03:11 |
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 | |
 | Pudge | 72 | 49.66% | 100.0 | 65.28% | +20.07% | -9.72% | +6.94% | 4.65% | 08:25 | 01:21 | 06:43 | 08:38 | 10:18 | 19:13 | 03:35 | 02:39 |
 | Earth Spirit | 6 | 3.43% | 98.6 | 100.00% | +49.11% | 0.00% | 0.00% | 0.00% | 09:53 | 06:31 | 07:31 | 08:14 | 10:10 | 17:03 | 02:39 | 01:57 |
 | Magnus | 17 | 20.99% | 97.3 | 70.59% | +29.96% | -20.59% | +4.41% | 5.51% | 09:00 | 02:12 | 05:08 | 09:10 | 09:40 | 23:53 | 04:32 | 03:21 |
 | Tinker | 26 | 100.00% | 95.9 | 53.85% | +53.85% | -10.99% | +12.82% | 9.65% | 05:06 | 02:47 | 03:51 | 04:31 | 06:19 | 08:45 | 02:28 | 01:49 |
 | Bristleback | 120 | 91.60% | 94.5 | 54.17% | +35.99% | +2.50% | -14.17% | -7.20% | 07:51 | 02:10 | 06:55 | 08:03 | 09:14 | 14:39 | 02:19 | 01:42 |
 | Legion Commander | 82 | 58.99% | 93.2 | 54.88% | +18.04% | -2.50% | +5.12% | 1.73% | 07:31 | 01:20 | 04:45 | 06:37 | 09:10 | 20:56 | 04:25 | 03:16 |
 | Wraith King | 129 | 42.57% | 91.8 | 54.26% | +12.31% | +8.24% | -7.38% | -2.81% | 10:03 | 02:27 | 06:57 | 10:55 | 12:31 | 18:38 | 05:34 | 04:07 |
 | Timbersaw | 288 | 99.65% | 90.4 | 49.65% | +49.65% | -5.21% | -7.98% | -1.00% | 05:17 | 01:47 | 03:51 | 04:52 | 06:37 | 13:09 | 02:46 | 02:02 |
 | Brewmaster | 60 | 36.59% | 89.0 | 55.00% | +14.62% | +5.00% | -21.67% | -8.60% | 07:15 | 02:23 | 05:36 | 06:34 | 08:42 | 16:08 | 03:06 | 02:17 |
 | Nyx Assassin | 24 | 8.19% | 87.7 | 66.67% | +13.14% | +33.33% | -33.34% | -23.12% | 13:06 | 06:02 | 10:10 | 11:51 | 13:03 | 34:28 | 02:53 | 02:08 |
 | Io | 195 | 49.49% | 86.3 | 50.77% | +3.53% | -1.79% | -3.83% | -0.61% | 09:06 | 02:16 | 07:04 | 08:27 | 10:25 | 21:16 | 03:21 | 02:28 |
 | Storm Spirit | 185 | 48.30% | 84.9 | 50.81% | -4.75% | -0.81% | -2.98% | -0.89% | 06:16 | 02:30 | 04:49 | 06:00 | 07:16 | 11:49 | 02:27 | 01:48 |
 | Tiny | 67 | 8.70% | 83.6 | 58.21% | +8.71% | +18.26% | +12.38% | -1.69% | 09:06 | 01:12 | 06:24 | 08:13 | 09:53 | 25:39 | 03:29 | 02:34 |
 | Dragon Knight | 228 | 79.72% | 82.2 | 48.25% | +3.42% | +7.89% | -13.16% | -6.19% | 06:51 | 02:10 | 04:35 | 06:06 | 07:59 | 29:38 | 03:24 | 02:31 |
 | Sand King | 119 | 47.04% | 80.8 | 50.42% | +0.42% | +2.91% | +2.91% | 0.00% | 07:00 | 01:56 | 04:48 | 06:21 | 07:59 | 22:13 | 03:11 | 02:21 |
 | Mars | 646 | 85.34% | 79.5 | 47.37% | -4.88% | +3.25% | -3.27% | -1.72% | 07:02 | 01:57 | 04:52 | 06:28 | 08:40 | 20:35 | 03:48 | 02:48 |
 | Underlord | 89 | 78.76% | 78.1 | 48.31% | -1.69% | +6.24% | +10.78% | 1.38% | 07:59 | 02:05 | 05:59 | 07:54 | 09:17 | 17:05 | 03:18 | 02:26 |
 | Tidehunter | 248 | 76.07% | 76.7 | 46.37% | -4.91% | +3.63% | +2.02% | -0.45% | 06:48 | 01:59 | 04:55 | 06:31 | 08:30 | 17:57 | 03:35 | 02:39 |
 | Broodmother | 100 | 76.92% | 75.3 | 46.00% | -7.33% | -2.00% | -2.00% | 0.00% | 07:23 | 02:13 | 06:08 | 07:17 | 08:42 | 18:30 | 02:34 | 01:54 |
 | Undying | 20 | 6.49% | 74.0 | 65.00% | +13.26% | -45.00% | -5.00% | 16.67% | 04:32 | 02:05 | 02:42 | 03:13 | 05:06 | 19:24 | 02:24 | 01:46 |
 | Doom | 83 | 29.33% | 72.6 | 49.40% | +0.40% | +12.50% | -16.07% | -4.86% | 08:09 | 01:54 | 04:43 | 06:55 | 10:36 | 23:24 | 05:53 | 04:21 |
 | Alchemist | 109 | 93.16% | 71.2 | 44.04% | -5.96% | +7.81% | -7.00% | -3.95% | 05:15 | 00:56 | 03:15 | 04:56 | 07:00 | 14:16 | 03:45 | 02:46 |
 | Marci | 16 | 3.56% | 69.9 | 68.75% | +17.14% | +31.25% | -43.75% | -14.33% | 07:14 | 02:37 | 04:27 | 06:43 | 09:41 | 15:52 | 05:14 | 03:52 |
 | Dawnbreaker | 207 | 61.98% | 68.5 | 44.44% | -1.23% | +7.48% | -4.06% | -2.70% | 05:41 | 01:07 | 03:27 | 04:42 | 07:43 | 17:43 | 04:16 | 03:09 |
 | Clockwerk | 51 | 13.64% | 67.1 | 52.94% | +2.79% | +8.60% | -6.79% | -3.05% | 14:49 | 06:58 | 11:17 | 13:33 | 16:20 | 36:53 | 05:03 | 03:44 |
 | Snapfire | 98 | 14.00% | 65.8 | 50.00% | +1.33% | +10.00% | -4.17% | -3.59% | 06:26 | 02:02 | 03:57 | 04:56 | 07:54 | 18:45 | 03:57 | 02:55 |
 | Night Stalker | 6 | 3.97% | 64.4 | 83.33% | +36.43% | -33.33% | +16.67% | 0.00% | 08:35 | 03:38 | 05:48 | 07:45 | 12:05 | 12:12 | 06:17 | 04:39 |
 | Death Prophet | 49 | 8.54% | 63.0 | 53.06% | +3.92% | -3.06% | +13.61% | 4.45% | 08:22 | 02:24 | 05:57 | 08:03 | 09:42 | 18:21 | 03:45 | 02:46 |
 | Earthshaker | 25 | 12.56% | 61.6 | 56.00% | +6.57% | -6.00% | +10.67% | 1.99% | 09:09 | 02:02 | 04:21 | 08:07 | 12:44 | 18:38 | 08:23 | 06:12 |
 | Dark Seer | 28 | 24.35% | 60.3 | 50.00% | -0.57% | -21.43% | -7.14% | 3.39% | 06:17 | 01:43 | 03:41 | 04:24 | 07:54 | 18:05 | 04:13 | 03:07 |
 | Chaos Knight | 31 | 12.11% | 58.9 | 51.61% | +0.05% | -14.11% | -14.11% | 0.00% | 07:53 | 00:56 | 04:31 | 07:10 | 09:43 | 20:17 | 05:12 | 03:51 |
 | Spirit Breaker | 73 | 30.17% | 57.5 | 42.47% | -6.05% | -3.58% | +1.97% | 1.44% | 08:54 | 02:47 | 05:49 | 07:42 | 09:41 | 24:20 | 03:52 | 02:51 |
 | Kunkka | 29 | 6.73% | 56.2 | 51.72% | +1.22% | +5.42% | +5.42% | 0.00% | 13:04 | 03:29 | 10:07 | 12:38 | 13:57 | 30:40 | 03:50 | 02:50 |
 | Lina | 81 | 26.30% | 54.8 | 39.51% | -12.91% | -9.51% | +5.49% | 7.63% | 05:26 | 03:03 | 04:34 | 05:07 | 06:32 | 09:44 | 01:58 | 01:27 |
 | Primal Beast | 42 | 27.27% | 53.4 | 40.48% | -13.09% | -13.21% | +9.52% | 6.79% | 09:50 | 03:11 | 07:31 | 08:43 | 10:52 | 36:53 | 03:21 | 02:28 |
 | Elder Titan | 2 | 3.08% | 52.1 | 100.00% | +58.73% | 0.00% | 0.00% | 0.00% | 10:12 | 04:36 | 04:36 | 15:47 | 15:47 | 15:47 | 11:11 | 08:17 |
 | Tusk | 22 | 6.09% | 50.7 | 45.45% | -3.52% | -12.12% | -5.45% | 1.06% | 08:50 | 03:43 | 05:31 | 06:46 | 11:47 | 24:58 | 06:16 | 04:38 |
 | Dark Willow | 4 | 2.56% | 49.3 | 75.00% | +30.92% | -75.00% | +25.00% | 0.00% | 11:05 | 09:24 | 09:24 | 10:32 | 11:50 | 12:35 | 02:26 | 01:48 |
 | Treant Protector | 15 | 6.41% | 47.9 | 46.67% | -10.86% | +28.33% | -21.67% | -11.45% | 09:36 | 01:51 | 07:44 | 09:46 | 12:06 | 17:51 | 04:22 | 03:14 |
 | Beastmaster | 6 | 1.69% | 46.6 | 66.67% | +10.80% | +33.33% | -66.67% | 0.00% | 12:37 | 02:45 | 06:37 | 08:45 | 12:05 | 36:09 | 05:28 | 04:02 |
 | Pangolier | 6 | 1.13% | 45.2 | 66.67% | +14.96% | -16.67% | +33.33% | 0.00% | 07:40 | 02:38 | 05:58 | 08:29 | 09:26 | 10:51 | 03:28 | 02:34 |
 | Enigma | 2 | 0.73% | 43.8 | 100.00% | +40.66% | 0.00% | 0.00% | 0.00% | 22:25 | 20:09 | 20:09 | 24:41 | 24:41 | 24:41 | 04:32 | 03:21 |
 | Bane | 4 | 0.60% | 42.5 | 75.00% | +17.96% | -75.00% | +25.00% | 0.00% | 20:48 | 13:17 | 13:17 | 15:18 | 17:42 | 36:53 | 04:25 | 03:16 |
 | Disruptor | 5 | 1.81% | 41.1 | 60.00% | +10.92% | +40.00% | +40.00% | 0.00% | 16:40 | 13:38 | 13:38 | 15:53 | 17:31 | 20:42 | 03:53 | 02:52 |
 | Techies | 8 | 17.39% | 39.7 | 37.50% | +5.92% | +12.50% | -37.50% | 0.00% | 10:33 | 04:16 | 05:30 | 10:33 | 12:43 | 16:22 | 07:13 | 05:20 |
 | Slardar | 3 | 3.23% | 38.4 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 07:19 | 03:53 | 03:53 | 07:54 | 10:11 | 10:11 | 06:18 | 04:40 |
 | Centaur Warrunner | 3 | 3.16% | 37.0 | 66.67% | +24.28% | +33.33% | 0.00% | 0.00% | 15:25 | 08:59 | 08:59 | 17:29 | 19:47 | 19:47 | 10:48 | 08:00 |
 | Clinkz | 1 | 3.03% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 00:00 | 00:00 |
 | Morphling | 9 | 2.88% | 34.2 | 44.44% | -2.60% | -44.44% | +5.56% | 0.00% | 08:17 | 02:57 | 03:31 | 09:02 | 09:40 | 12:12 | 06:09 | 04:33 |
 | Omniknight | 8 | 9.64% | 32.9 | 37.50% | -2.50% | +12.50% | +12.50% | 0.00% | 08:59 | 02:56 | 04:17 | 08:08 | 11:44 | 17:12 | 07:27 | 05:31 |
 | Slark | 4 | 5.71% | 31.5 | 50.00% | -9.09% | -50.00% | +50.00% | 0.00% | 09:25 | 08:10 | 08:10 | 08:43 | 10:21 | 10:25 | 02:11 | 01:37 |
 | Witch Doctor | 1 | 1.72% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 15:05 | 00:00 | 00:00 |
 | Axe | 6 | 12.00% | 28.8 | 33.33% | -16.67% | +16.67% | -33.33% | 0.00% | 11:45 | 06:44 | 07:31 | 10:14 | 15:42 | 17:51 | 08:11 | 06:03 |
 | Abaddon | 4 | 2.25% | 27.4 | 50.00% | -3.45% | -50.00% | +50.00% | 0.00% | 12:00 | 03:26 | 03:26 | 04:38 | 18:09 | 21:47 | 14:43 | 10:54 |
 | Pugna | 1 | 0.67% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 0.60% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Phoenix | 1 | 0.50% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 0.38% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 0.37% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 00:00 | 00:00 |
 | Razor | 4 | 0.89% | 19.2 | 50.00% | -1.35% | -50.00% | +50.00% | 0.00% | 09:48 | 09:00 | 09:00 | 09:06 | 09:36 | 11:28 | 00:36 | 00:26 |
 | Grimstroke | 1 | 0.26% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 00:00 | 00:00 |
 | Sven | 2 | 2.00% | 16.4 | 50.00% | -6.12% | +50.00% | 0.00% | 0.00% | 08:17 | 07:42 | 07:42 | 08:52 | 08:52 | 08:52 | 01:10 | 00:51 |
 | Jakiro | 2 | 1.12% | 15.1 | 50.00% | +10.23% | +50.00% | 0.00% | 0.00% | 15:32 | 14:55 | 14:55 | 16:08 | 16:08 | 16:08 | 01:13 | 00:54 |
 | Rubick | 2 | 0.61% | 13.7 | 50.00% | +8.28% | -50.00% | 0.00% | 0.00% | 09:09 | 08:41 | 08:41 | 09:37 | 09:37 | 09:37 | 00:56 | 00:41 |
 | Juggernaut | 3 | 1.79% | 12.3 | 33.33% | -11.52% | -33.33% | 0.00% | 0.00% | 07:47 | 06:42 | 06:42 | 08:08 | 08:32 | 08:32 | 01:50 | 01:21 |
 | Leshrac | 4 | 1.36% | 11.0 | 25.00% | -25.52% | -25.00% | -25.00% | 0.00% | 05:35 | 04:54 | 04:54 | 04:54 | 05:53 | 06:40 | 00:59 | 00:43 |
 | Lich | 1 | 0.94% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 00:00 | 00:00 |
 | Weaver | 1 | 0.21% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 0.48% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 00:00 | 00:00 |
 | Ember Spirit | 2 | 0.35% | 5.5 | 0.00% | -49.74% | 0.00% | 0.00% | 0.00% | 10:43 | 10:15 | 10:15 | 11:10 | 11:10 | 11:10 | 00:55 | 00:40 |
 | Ogre Magi | 1 | 0.34% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |
 | Batrider | 1 | 0.36% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 00:00 | 00:00 |
 | Crystal Maiden | 3 | 2.13% | 1.4 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 11:21 | 06:16 | 06:16 | 12:00 | 15:47 | 15:47 | 09:31 | 07:02 |