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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 | |
 | Arcane Boots | 436 | 11.56% | 71.9 | 54.36% | +0.99% | -3.45% | +1.60% | 0.78% | 12:51 | 03:53 | 08:36 | 10:58 | 15:06 | 45:18 | 06:43 |
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 | |
 | Venomancer | 6 | 28.57% | 100.0 | 100.00% | +43.19% | 0.00% | 0.00% | 0.00% | 21:35 | 15:58 | 18:13 | 18:54 | 34:50 | 34:50 | 16:37 | 06:57 |
 | Grimstroke | 21 | 23.86% | 97.8 | 76.19% | +33.07% | +23.81% | -16.19% | -7.82% | 13:35 | 08:21 | 11:37 | 13:57 | 16:44 | 19:22 | 05:07 | 03:03 |
 | Pangolier | 16 | 22.86% | 95.7 | 75.00% | +17.28% | +25.00% | -25.00% | -9.40% | 13:15 | 08:20 | 10:11 | 13:17 | 15:30 | 26:33 | 05:19 | 04:35 |
 | Shadow Demon | 15 | 60.00% | 93.5 | 66.67% | -5.86% | -6.67% | +8.33% | 9.28% | 11:04 | 06:53 | 10:21 | 10:55 | 11:58 | 15:07 | 01:37 | 01:57 |
 | Timbersaw | 35 | 97.22% | 91.3 | 57.14% | -3.75% | +2.86% | +20.64% | 5.03% | 09:07 | 05:04 | 07:19 | 08:24 | 10:51 | 15:22 | 03:32 | 02:36 |
 | Chen | 4 | 44.44% | 89.1 | 75.00% | +4.11% | -25.00% | +25.00% | 6.38% | 21:02 | 17:13 | 17:55 | 23:14 | 25:45 | 25:45 | 07:50 | 04:08 |
 | Dark Seer | 26 | 100.00% | 87.0 | 53.85% | -8.50% | +8.65% | -3.85% | -2.99% | 10:33 | 04:55 | 07:23 | 09:41 | 11:34 | 28:41 | 04:11 | 05:24 |
 | Enigma | 11 | 42.31% | 84.8 | 63.64% | +21.06% | -13.64% | +36.36% | 7.18% | 13:54 | 05:08 | 06:45 | 10:44 | 13:43 | 42:18 | 06:58 | 12:51 |
 | Leshrac | 7 | 20.00% | 82.6 | 71.43% | +23.73% | +28.57% | -21.43% | -12.99% | 09:04 | 06:17 | 07:47 | 08:38 | 11:38 | 13:58 | 03:51 | 02:47 |
 | Shadow Shaman | 38 | 45.78% | 80.4 | 52.63% | +3.45% | +11.01% | -8.19% | -6.23% | 10:28 | 03:53 | 09:16 | 10:45 | 12:21 | 16:29 | 03:05 | 02:28 |
 | Rubick | 79 | 76.70% | 78.3 | 48.10% | -1.90% | -5.24% | -3.10% | 0.65% | 09:54 | 04:40 | 08:06 | 09:56 | 11:23 | 17:01 | 03:17 | 02:24 |
 | Storm Spirit | 14 | 40.00% | 76.1 | 57.14% | -2.28% | +22.86% | +9.53% | -1.19% | 20:53 | 11:37 | 17:12 | 21:56 | 28:25 | 34:31 | 11:13 | 06:44 |
 | Mirana | 20 | 32.26% | 73.9 | 55.00% | +9.07% | +11.67% | +45.00% | 3.88% | 15:58 | 09:19 | 12:12 | 15:10 | 20:47 | 26:42 | 08:35 | 05:25 |
 | Oracle | 11 | 18.97% | 71.7 | 63.64% | +14.19% | +36.36% | -30.31% | -8.83% | 19:16 | 08:25 | 15:07 | 15:56 | 22:40 | 44:37 | 07:33 | 10:45 |
 | Dazzle | 4 | 80.00% | 69.6 | 50.00% | +1.61% | 0.00% | -50.00% | -6.93% | 18:51 | 16:26 | 16:33 | 18:39 | 23:46 | 23:46 | 07:13 | 03:25 |
 | Underlord | 24 | 48.00% | 67.4 | 50.00% | -1.34% | -7.14% | 0.00% | 0.65% | 14:48 | 06:13 | 09:00 | 10:37 | 20:04 | 37:57 | 11:04 | 10:05 |
 | Zeus | 5 | 100.00% | 65.2 | 40.00% | -2.86% | +10.00% | -40.00% | 0.00% | 07:31 | 06:50 | 06:58 | 08:21 | 08:27 | 08:27 | 01:29 | 00:48 |
 | Ogre Magi | 6 | 14.63% | 63.0 | 66.67% | +5.69% | -33.34% | +33.33% | 8.35% | 16:08 | 11:52 | 13:01 | 17:55 | 21:00 | 21:00 | 07:59 | 04:19 |
 | Treant Protector | 1 | 20.00% | 60.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 00:00 | 00:00 |
 | Earthshaker | 4 | 5.56% | 58.7 | 75.00% | +11.36% | -25.00% | +25.00% | 0.00% | 08:29 | 06:14 | 08:05 | 09:23 | 10:15 | 10:15 | 02:10 | 01:44 |
 | Pugna | 10 | 100.00% | 56.5 | 30.00% | +4.51% | -5.00% | -30.00% | -15.31% | 08:06 | 05:20 | 07:33 | 08:05 | 09:11 | 11:29 | 01:38 | 01:43 |
 | Nyx Assassin | 4 | 4.30% | 54.3 | 75.00% | +17.34% | +25.00% | +25.00% | 0.00% | 15:04 | 06:44 | 13:15 | 18:01 | 22:17 | 22:17 | 09:02 | 06:40 |
 | Tidehunter | 20 | 31.25% | 52.2 | 35.00% | -19.75% | +15.00% | -35.00% | -8.52% | 11:19 | 04:56 | 08:50 | 12:14 | 14:42 | 15:58 | 05:52 | 03:25 |
 | Undying | 9 | 18.00% | 50.0 | 44.44% | +5.15% | +22.23% | -44.44% | -24.54% | 15:23 | 10:25 | 14:19 | 16:12 | 17:02 | 21:20 | 02:43 | 03:10 |
 | Bristleback | 1 | 6.67% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 00:00 | 00:00 |
 | Witch Doctor | 3 | 5.77% | 45.7 | 66.67% | +18.15% | +33.33% | -66.67% | 0.00% | 12:07 | 11:13 | 11:52 | 13:17 | 13:17 | 13:17 | 01:25 | 01:03 |
 | Outworld Destroyer | 3 | 5.56% | 43.5 | 66.67% | +14.00% | +33.33% | -66.67% | -75.95% | 17:29 | 15:49 | 17:39 | 18:58 | 18:58 | 18:58 | 01:19 | 01:34 |
 | Brewmaster | 1 | 4.00% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 00:00 | 00:00 |
 | Sand King | 4 | 11.11% | 39.1 | 50.00% | -4.08% | 0.00% | +50.00% | 0.00% | 08:47 | 05:21 | 06:57 | 07:32 | 15:19 | 15:19 | 08:22 | 04:26 |
 | Crystal Maiden | 1 | 2.63% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 |
 | Elder Titan | 1 | 2.56% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Viper | 6 | 27.27% | 32.6 | 33.33% | -13.70% | 0.00% | -33.33% | -3.00% | 11:27 | 06:24 | 07:02 | 13:45 | 18:09 | 18:09 | 11:07 | 05:23 |
 | Death Prophet | 4 | 5.56% | 30.4 | 50.00% | -2.20% | +50.00% | -50.00% | 0.00% | 24:10 | 14:35 | 18:09 | 29:21 | 34:35 | 34:35 | 16:26 | 09:22 |
 | Skywrath Mage | 3 | 33.33% | 28.3 | 33.33% | -7.02% | +16.67% | -33.33% | 0.00% | 19:06 | 09:44 | 20:58 | 26:36 | 26:36 | 26:36 | 05:38 | 08:35 |
 | Disruptor | 2 | 11.76% | 26.1 | 50.00% | +2.14% | 0.00% | 0.00% | 0.00% | 11:06 | 10:11 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 01:17 |
 | Puck | 1 | 0.72% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 00:00 | 00:00 |
 | Winter Wyvern | 3 | 25.00% | 21.7 | 33.33% | -13.51% | +16.67% | -33.33% | 0.00% | 11:59 | 10:42 | 12:23 | 12:52 | 12:52 | 12:52 | 00:29 | 01:08 |
 | Void Spirit | 2 | 1.55% | 19.6 | 50.00% | -2.80% | 0.00% | 0.00% | 0.00% | 32:30 | 21:53 | 43:07 | 43:07 | 43:07 | 43:07 | 00:00 | 15:00 |
 | Abaddon | 1 | 3.85% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:17 | 10:17 | 10:17 | 10:17 | 10:17 | 10:17 | 00:00 | 00:00 |
 | Jakiro | 2 | 13.33% | 15.2 | 0.00% | -42.73% | 0.00% | 0.00% | 0.00% | 13:15 | 13:10 | 13:20 | 13:20 | 13:20 | 13:20 | 00:00 | 00:07 |
 | Magnus | 1 | 20.00% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 4.00% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:18 | 45:18 | 45:18 | 45:18 | 45:18 | 45:18 | 00:00 | 00:00 |
 | Lina | 3 | 12.00% | 8.7 | 0.00% | -47.00% | 0.00% | 0.00% | 0.00% | 09:03 | 08:42 | 08:51 | 09:36 | 09:36 | 09:36 | 00:45 | 00:28 |
 | Windranger | 1 | 11.11% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:04 | 20:04 | 20:04 | 20:04 | 20:04 | 20:04 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 1.18% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 2.94% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 00:00 | 00:00 |