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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 | 1642 | 9.11% | 51.3 | 50.97% | +2.74% | +0.37% | +1.23% | 0.15% | 08:07 | -12:10 | 04:27 | 07:11 | 10:20 | 43:34 | 04:21 |
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 | |
 | Broodmother | 76 | 78.35% | 100.0 | 60.53% | -6.14% | +7.89% | +2.63% | -1.18% | 04:44 | 01:27 | 02:30 | 03:08 | 06:58 | 18:30 | 04:28 | 03:18 |
 | Techies | 11 | 68.75% | 98.3 | 63.64% | +3.64% | +3.03% | +3.03% | 0.00% | 08:28 | 04:27 | 05:10 | 08:05 | 11:18 | 13:11 | 06:08 | 04:32 |
 | Elder Titan | 51 | 21.07% | 96.7 | 62.75% | +6.73% | -8.90% | -1.21% | 1.91% | 11:13 | 03:56 | 08:35 | 10:05 | 12:36 | 29:36 | 04:01 | 02:58 |
 | Storm Spirit | 117 | 50.87% | 95.0 | 56.41% | +2.43% | -8.13% | -8.13% | 0.00% | 08:44 | 02:58 | 05:49 | 08:06 | 09:59 | 25:25 | 04:10 | 03:05 |
 | Dawnbreaker | 53 | 71.62% | 93.3 | 54.72% | +7.10% | -8.57% | +14.51% | 5.77% | 07:12 | 02:33 | 04:56 | 07:31 | 08:56 | 13:11 | 04:00 | 02:57 |
 | Tidehunter | 89 | 34.77% | 91.7 | 56.18% | +11.27% | +16.55% | +2.91% | -3.33% | 08:20 | 01:58 | 06:14 | 07:56 | 10:20 | 19:49 | 04:06 | 03:02 |
 | Enigma | 102 | 53.68% | 90.0 | 51.96% | +1.96% | -13.50% | +4.04% | 11.56% | 03:22 | -12:10 | 02:40 | 03:28 | 04:11 | 09:05 | 01:31 | 01:07 |
 | Earthshaker | 116 | 29.37% | 88.3 | 52.59% | -1.17% | +6.03% | -7.76% | -2.18% | 09:34 | 02:43 | 06:22 | 08:20 | 12:41 | 24:47 | 06:19 | 04:40 |
 | Dark Seer | 134 | 74.03% | 86.7 | 48.51% | -6.81% | -7.33% | +3.01% | 4.11% | 04:42 | 01:35 | 03:04 | 04:14 | 05:35 | 18:14 | 02:31 | 01:51 |
 | Magnus | 27 | 19.29% | 85.0 | 59.26% | +6.16% | -16.40% | -16.40% | 0.00% | 08:40 | 02:50 | 04:27 | 07:03 | 10:23 | 20:17 | 05:56 | 04:23 |
 | Timbersaw | 96 | 72.18% | 83.3 | 46.88% | +0.93% | -17.71% | +3.12% | 3.76% | 08:16 | 01:55 | 05:09 | 07:30 | 10:41 | 21:48 | 05:32 | 04:05 |
 | Clinkz | 54 | 57.45% | 81.7 | 48.15% | +5.65% | -19.58% | -2.00% | 4.84% | 07:44 | 03:30 | 05:29 | 07:08 | 09:07 | 16:43 | 03:38 | 02:41 |
 | Leshrac | 21 | 10.45% | 80.0 | 61.90% | +10.23% | -1.90% | -21.90% | -3.05% | 11:10 | 04:18 | 06:40 | 08:38 | 13:14 | 27:55 | 06:34 | 04:51 |
 | Tinker | 73 | 100.00% | 78.3 | 42.47% | +42.47% | +13.09% | -14.69% | -4.42% | 08:32 | 01:53 | 05:16 | 08:31 | 11:33 | 19:35 | 06:17 | 04:39 |
 | Winter Wyvern | 51 | 33.12% | 76.7 | 49.02% | -4.38% | -18.25% | +4.83% | 4.29% | 13:46 | 04:16 | 10:57 | 13:35 | 16:20 | 23:29 | 05:23 | 03:59 |
 | Doom | 21 | 13.29% | 75.0 | 57.14% | +0.94% | +22.86% | -57.14% | -29.27% | 08:10 | 02:47 | 06:28 | 07:01 | 09:12 | 16:41 | 02:44 | 02:01 |
 | Pudge | 12 | 22.22% | 73.3 | 58.33% | +10.71% | -25.00% | +8.34% | 17.10% | 11:12 | 06:17 | 09:16 | 09:33 | 11:13 | 23:10 | 01:57 | 01:26 |
 | Legion Commander | 23 | 24.47% | 71.7 | 52.17% | +14.14% | -18.84% | -2.17% | 2.14% | 08:16 | 02:18 | 03:43 | 07:53 | 11:30 | 20:22 | 07:47 | 05:45 |
 | Lina | 39 | 15.29% | 70.0 | 51.28% | -0.11% | -11.28% | +18.72% | 2.09% | 16:16 | 02:34 | 08:07 | 16:03 | 22:28 | 34:19 | 14:21 | 10:37 |
 | Io | 45 | 20.55% | 68.3 | 48.89% | +0.04% | +5.66% | -30.71% | -7.63% | 08:24 | 02:43 | 05:19 | 07:26 | 10:05 | 24:13 | 04:46 | 03:31 |
 | Bristleback | 33 | 27.73% | 66.7 | 48.48% | -3.85% | +14.02% | -10.98% | -5.03% | 07:18 | 02:49 | 04:35 | 07:09 | 09:33 | 17:16 | 04:58 | 03:40 |
 | Mirana | 4 | 1.19% | 65.0 | 100.00% | +46.25% | 0.00% | 0.00% | 0.00% | 07:28 | 05:24 | 05:24 | 05:40 | 07:00 | 11:47 | 01:36 | 01:11 |
 | Puck | 22 | 10.43% | 63.3 | 54.55% | +3.23% | +12.12% | -14.55% | -5.37% | 09:09 | 03:36 | 07:01 | 07:38 | 11:59 | 17:54 | 04:58 | 03:40 |
 | Primal Beast | 20 | 20.83% | 61.7 | 50.00% | -2.63% | +30.00% | +10.00% | -4.43% | 10:11 | 06:50 | 07:46 | 08:43 | 12:17 | 22:11 | 04:31 | 03:20 |
 | Tiny | 22 | 7.10% | 60.0 | 54.55% | +5.24% | -4.55% | -34.55% | -9.42% | 06:35 | 02:07 | 03:53 | 05:28 | 07:04 | 22:00 | 03:11 | 02:21 |
 | Underlord | 10 | 35.71% | 58.3 | 50.00% | +16.67% | +16.67% | +50.00% | 5.95% | 07:20 | 03:06 | 04:16 | 06:17 | 09:52 | 11:27 | 05:36 | 04:08 |
 | Alchemist | 45 | 22.61% | 56.7 | 44.44% | -5.56% | +28.29% | -8.08% | -8.08% | 05:46 | 01:33 | 03:28 | 05:13 | 07:58 | 12:52 | 04:30 | 03:20 |
 | Sand King | 40 | 18.60% | 55.0 | 45.00% | +3.29% | +25.00% | +5.00% | -2.15% | 09:37 | 03:11 | 04:46 | 07:47 | 14:05 | 21:49 | 09:19 | 06:54 |
 | Omniknight | 25 | 54.35% | 53.3 | 40.00% | +1.90% | +10.00% | +10.00% | 0.00% | 07:56 | 03:30 | 05:25 | 07:23 | 09:37 | 16:13 | 04:12 | 03:06 |
 | Dragon Knight | 36 | 19.46% | 51.7 | 44.44% | -0.53% | +22.23% | +11.12% | -4.94% | 04:30 | 02:27 | 03:07 | 04:12 | 05:22 | 09:40 | 02:15 | 01:40 |
 | Nyx Assassin | 5 | 2.31% | 50.0 | 80.00% | +18.86% | +20.00% | +20.00% | 0.00% | 10:36 | 06:24 | 06:24 | 09:26 | 14:34 | 14:55 | 08:10 | 06:02 |
 | Mars | 48 | 60.76% | 48.3 | 35.42% | +6.39% | -2.09% | +14.58% | 4.95% | 07:41 | 02:45 | 05:42 | 07:19 | 09:04 | 14:45 | 03:22 | 02:29 |
 | Batrider | 5 | 1.81% | 46.7 | 80.00% | +35.51% | +20.00% | -80.00% | -20.83% | 07:08 | 03:00 | 03:00 | 05:46 | 07:48 | 14:52 | 04:48 | 03:33 |
 | Brewmaster | 6 | 4.32% | 45.0 | 66.67% | +18.55% | +33.33% | -66.67% | 0.00% | 12:35 | 07:23 | 10:16 | 11:59 | 15:16 | 16:08 | 05:00 | 03:42 |
 | Phantom Lancer | 13 | 10.57% | 43.3 | 46.15% | -9.30% | +20.52% | +20.52% | 0.00% | 05:26 | 02:23 | 03:23 | 04:38 | 06:41 | 12:11 | 03:18 | 02:26 |
 | Ogre Magi | 20 | 11.70% | 41.7 | 40.00% | -8.34% | -20.00% | 0.00% | 6.78% | 09:45 | 06:28 | 07:32 | 09:11 | 10:29 | 14:35 | 02:57 | 02:11 |
 | Wraith King | 7 | 3.95% | 40.0 | 57.14% | +5.96% | -7.14% | -7.14% | 0.00% | 08:03 | 04:48 | 05:34 | 06:41 | 06:52 | 13:59 | 01:18 | 00:57 |
 | Naga Siren | 7 | 3.33% | 38.3 | 57.14% | +2.46% | +42.86% | +42.86% | 0.00% | 07:53 | 02:51 | 06:13 | 08:04 | 08:04 | 11:28 | 01:51 | 01:22 |
 | Zeus | 15 | 21.43% | 36.7 | 33.33% | -4.85% | -8.33% | +16.67% | 3.96% | 07:19 | 02:00 | 03:11 | 07:25 | 09:30 | 15:49 | 06:19 | 04:40 |
 | Rubick | 3 | 1.02% | 35.0 | 66.67% | +21.81% | +33.33% | 0.00% | 0.00% | 13:59 | 11:50 | 11:50 | 14:55 | 15:12 | 15:12 | 03:22 | 02:29 |
 | Slark | 1 | 1.06% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 08:39 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 0.92% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 00:00 | 00:00 |
 | Treant Protector | 1 | 0.89% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 00:00 | 00:00 |
 | Snapfire | 1 | 0.83% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 0.68% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 00:00 | 00:00 |
 | Dazzle | 1 | 0.57% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:25 | 40:25 | 40:25 | 40:25 | 40:25 | 40:25 | 00:00 | 00:00 |
 | Death Prophet | 5 | 4.55% | 23.3 | 40.00% | -3.81% | -40.00% | -40.00% | 0.00% | 19:42 | 03:35 | 03:35 | 19:32 | 21:47 | 35:37 | 18:12 | 13:28 |
 | Pugna | 6 | 6.00% | 21.7 | 33.33% | -17.73% | +66.67% | -33.33% | -23.81% | 06:22 | 03:35 | 04:11 | 04:25 | 08:23 | 09:28 | 04:12 | 03:06 |
 | Spectre | 6 | 5.26% | 20.0 | 33.33% | -25.93% | +16.67% | -33.33% | -21.28% | 06:00 | 03:32 | 04:01 | 04:10 | 06:22 | 13:15 | 02:21 | 01:44 |
 | Spirit Breaker | 2 | 1.90% | 18.3 | 50.00% | -5.34% | +50.00% | 0.00% | 0.00% | 13:14 | 09:12 | 09:12 | 17:15 | 17:15 | 17:15 | 08:03 | 05:57 |
 | Abaddon | 3 | 6.38% | 16.7 | 33.33% | -30.31% | +66.67% | 0.00% | 0.00% | 12:54 | 10:34 | 10:34 | 12:39 | 15:30 | 15:30 | 04:56 | 03:39 |
 | Pangolier | 2 | 1.32% | 15.0 | 50.00% | +7.72% | -50.00% | 0.00% | 0.00% | 09:03 | 05:42 | 05:42 | 12:23 | 12:23 | 12:23 | 06:41 | 04:57 |
 | Beastmaster | 2 | 1.25% | 13.3 | 50.00% | +2.53% | +50.00% | 0.00% | 0.00% | 19:44 | 02:22 | 02:22 | 37:06 | 37:06 | 37:06 | 34:44 | 25:43 |
 | Huskar | 5 | 10.64% | 11.7 | 20.00% | -27.62% | -20.00% | -20.00% | 0.00% | 04:34 | 01:54 | 01:54 | 03:03 | 04:14 | 11:13 | 02:20 | 01:43 |
 | Clockwerk | 3 | 1.48% | 10.0 | 33.33% | -9.67% | -33.33% | 0.00% | 0.00% | 31:41 | 14:35 | 14:35 | 36:53 | 43:34 | 43:34 | 28:59 | 21:28 |
 | Bane | 1 | 0.53% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 1.19% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 00:00 | 00:00 |
 | Necrophos | 1 | 0.88% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:42 | 17:42 | 17:42 | 17:42 | 17:42 | 17:42 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 0.52% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:54 | 05:54 | 05:54 | 05:54 | 05:54 | 05:54 | 00:00 | 00:00 |
 | Chen | 1 | 0.58% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |