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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 | |
 | Tranquil Boots | 1160 | 30.77% | 59.5 | 50.52% | -2.95% | -0.35% | -3.28% | -0.47% | 10:53 | 01:50 | 06:37 | 09:35 | 12:51 | 53:59 | 06:21 |
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 | |
 | Bane | 4 | 100.00% | 100.0 | 75.00% | -2.27% | -25.00% | +25.00% | 8.22% | 17:04 | 11:04 | 16:27 | 18:12 | 22:32 | 22:32 | 06:05 | 04:44 |
 | Shadow Demon | 16 | 64.00% | 98.2 | 75.00% | +3.18% | -15.00% | +25.00% | 2.09% | 20:03 | 09:32 | 11:31 | 17:42 | 30:42 | 38:52 | 19:11 | 09:55 |
 | Vengeful Spirit | 1 | 50.00% | 96.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Phoenix | 76 | 100.00% | 94.6 | 68.42% | -1.94% | +16.58% | +5.26% | -2.70% | 09:33 | 05:16 | 06:52 | 09:05 | 11:04 | 28:33 | 04:12 | 03:30 |
 | Lich | 6 | 100.00% | 92.9 | 66.67% | -3.03% | 0.00% | -66.67% | -31.01% | 11:22 | 10:24 | 10:31 | 12:06 | 12:40 | 12:40 | 02:09 | 01:02 |
 | Elder Titan | 35 | 89.74% | 91.1 | 65.71% | -4.07% | -15.71% | +12.07% | 8.21% | 10:11 | 04:15 | 08:35 | 10:05 | 11:58 | 16:20 | 03:23 | 02:57 |
 | Abaddon | 16 | 61.54% | 89.3 | 68.75% | +16.29% | +11.25% | +6.25% | -1.35% | 13:24 | 07:15 | 10:30 | 12:31 | 14:13 | 27:43 | 03:43 | 05:32 |
 | Sand King | 23 | 63.89% | 87.5 | 65.22% | +11.76% | -8.08% | +34.78% | 22.56% | 06:58 | 02:32 | 05:55 | 06:52 | 07:49 | 14:35 | 01:54 | 02:56 |
 | Earthshaker | 69 | 95.83% | 85.7 | 59.42% | -4.91% | -3.86% | +5.29% | 3.81% | 06:13 | 02:23 | 04:15 | 05:58 | 06:39 | 40:43 | 02:24 | 04:49 |
 | Ancient Apparition | 20 | 80.00% | 83.9 | 60.00% | +8.41% | -10.00% | 0.00% | 2.21% | 12:37 | 05:39 | 09:05 | 11:45 | 13:37 | 25:08 | 04:32 | 05:08 |
 | Lion | 16 | 100.00% | 82.1 | 56.25% | -4.50% | -16.25% | +18.75% | 7.19% | 08:08 | 02:20 | 05:49 | 07:55 | 10:41 | 16:19 | 04:52 | 03:13 |
 | Clockwerk | 58 | 98.31% | 80.4 | 53.45% | -3.55% | +9.05% | +10.84% | 0.47% | 07:18 | 02:47 | 05:02 | 06:59 | 08:49 | 14:09 | 03:47 | 02:50 |
 | Nyx Assassin | 87 | 93.55% | 78.6 | 52.87% | -5.59% | -5.04% | +10.77% | 3.73% | 07:34 | 02:42 | 05:03 | 06:48 | 09:17 | 24:09 | 04:14 | 03:48 |
 | Puck | 10 | 7.19% | 76.8 | 80.00% | +20.03% | +20.00% | -30.00% | -10.99% | 11:44 | 06:58 | 10:26 | 12:18 | 14:59 | 15:23 | 04:33 | 02:39 |
 | Crystal Maiden | 37 | 97.37% | 75.0 | 51.35% | -7.23% | -21.35% | -6.91% | 2.99% | 10:55 | 05:43 | 08:00 | 11:00 | 12:50 | 23:55 | 04:50 | 03:37 |
 | Tiny | 12 | 57.14% | 73.2 | 58.33% | +4.14% | -8.33% | +8.34% | 8.27% | 05:12 | 03:04 | 04:11 | 05:30 | 06:12 | 07:31 | 02:01 | 01:22 |
 | Beastmaster | 6 | 8.82% | 71.4 | 83.33% | +20.13% | +16.67% | +16.67% | 0.00% | 25:01 | 10:55 | 24:26 | 26:53 | 37:10 | 37:10 | 12:44 | 09:51 |
 | Ogre Magi | 30 | 73.17% | 69.6 | 50.00% | -12.36% | -16.67% | +21.43% | 5.91% | 15:28 | 05:58 | 12:06 | 14:49 | 18:33 | 34:58 | 06:27 | 06:06 |
 | Earth Spirit | 47 | 55.29% | 67.9 | 51.06% | +0.83% | +10.48% | -1.06% | -1.76% | 09:20 | 01:50 | 05:00 | 08:19 | 11:34 | 28:32 | 06:34 | 06:00 |
 | Keeper of the Light | 78 | 100.00% | 66.1 | 46.15% | -6.35% | +6.23% | -4.04% | -3.60% | 06:59 | 02:44 | 05:28 | 06:47 | 08:19 | 17:12 | 02:51 | 02:14 |
 | Oracle | 41 | 70.69% | 64.3 | 48.78% | -1.22% | -12.42% | +11.22% | 2.88% | 15:45 | 06:07 | 11:21 | 13:24 | 19:34 | 37:47 | 08:13 | 07:38 |
 | Disruptor | 15 | 88.24% | 62.5 | 46.67% | -1.41% | -6.67% | +3.33% | 1.55% | 13:46 | 07:23 | 09:43 | 12:11 | 16:10 | 39:42 | 06:27 | 07:52 |
 | Bounty Hunter | 3 | 42.86% | 60.7 | 66.67% | +32.46% | -16.67% | +33.33% | 15.54% | 06:58 | 03:42 | 06:59 | 10:12 | 10:12 | 10:12 | 03:13 | 03:15 |
 | Jakiro | 13 | 86.67% | 58.9 | 46.15% | +4.74% | -21.15% | -12.82% | 3.12% | 11:33 | 07:36 | 10:11 | 11:24 | 12:51 | 18:07 | 02:40 | 02:28 |
 | Tusk | 47 | 64.38% | 57.1 | 44.68% | -6.33% | -6.22% | -11.35% | -0.96% | 09:33 | 03:29 | 05:49 | 07:33 | 11:10 | 34:39 | 05:21 | 05:51 |
 | Shadow Shaman | 60 | 72.29% | 55.4 | 43.33% | -6.67% | +12.92% | +3.34% | -1.04% | 11:17 | 02:47 | 06:46 | 09:24 | 15:58 | 33:38 | 09:12 | 06:36 |
 | Witch Doctor | 45 | 86.54% | 53.6 | 42.22% | -7.32% | +24.45% | -33.13% | -11.22% | 12:33 | 06:55 | 09:08 | 11:16 | 14:16 | 39:30 | 05:08 | 05:38 |
 | Spirit Breaker | 8 | 57.14% | 51.8 | 50.00% | +1.82% | +16.67% | 0.00% | -2.89% | 10:36 | 04:04 | 07:53 | 12:08 | 13:39 | 20:50 | 05:46 | 05:30 |
 | Snapfire | 4 | 66.67% | 50.0 | 50.00% | +18.29% | 0.00% | -50.00% | -2.24% | 13:39 | 06:35 | 06:46 | 12:10 | 29:06 | 29:06 | 22:20 | 10:37 |
 | Windranger | 3 | 33.33% | 48.2 | 66.67% | +36.67% | -16.67% | +33.33% | 0.00% | 14:24 | 09:48 | 12:46 | 20:39 | 20:39 | 20:39 | 07:53 | 05:36 |
 | Dark Willow | 21 | 100.00% | 46.4 | 38.10% | -3.00% | -4.77% | -18.10% | -2.84% | 11:15 | 04:46 | 08:27 | 10:57 | 13:09 | 20:15 | 04:42 | 04:08 |
 | Treant Protector | 1 | 20.00% | 44.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 00:00 | 00:00 |
 | Rubick | 53 | 51.46% | 42.9 | 41.51% | -8.86% | +1.35% | +4.64% | 0.27% | 15:59 | 04:10 | 08:39 | 16:43 | 21:00 | 53:59 | 12:21 | 08:44 |
 | Void Spirit | 3 | 2.33% | 41.1 | 100.00% | +47.30% | 0.00% | 0.00% | 0.00% | 04:47 | 03:29 | 04:14 | 06:39 | 06:39 | 06:39 | 02:25 | 01:39 |
 | Mirana | 16 | 25.81% | 39.3 | 50.00% | +3.88% | +30.00% | 0.00% | -2.97% | 15:51 | 05:57 | 09:33 | 14:45 | 19:40 | 33:43 | 10:07 | 07:54 |
 | Grimstroke | 57 | 64.77% | 37.5 | 36.84% | -8.13% | -3.51% | +6.02% | 2.11% | 13:29 | 07:08 | 10:17 | 12:15 | 14:48 | 35:50 | 04:31 | 05:29 |
 | Skywrath Mage | 4 | 44.44% | 35.7 | 50.00% | +10.71% | 0.00% | +50.00% | 4.46% | 13:56 | 10:14 | 11:06 | 12:04 | 22:18 | 22:18 | 11:12 | 05:38 |
 | Undying | 31 | 62.00% | 33.9 | 35.48% | -4.25% | +8.96% | -22.98% | -8.37% | 10:56 | 06:01 | 09:18 | 10:48 | 13:07 | 17:05 | 03:49 | 03:07 |
 | Death Prophet | 13 | 18.06% | 32.1 | 46.15% | -6.15% | -21.15% | +20.52% | 7.21% | 15:20 | 08:16 | 12:34 | 16:29 | 18:21 | 23:26 | 05:47 | 04:33 |
 | Enchantress | 3 | 15.00% | 30.4 | 66.67% | +10.64% | -16.67% | +33.33% | 50.00% | 09:53 | 09:29 | 10:03 | 10:07 | 10:07 | 10:07 | 00:04 | 00:20 |
 | Winter Wyvern | 9 | 75.00% | 28.6 | 33.33% | -14.62% | 0.00% | +16.67% | 1.72% | 17:04 | 09:18 | 12:33 | 15:49 | 22:15 | 36:30 | 09:42 | 08:29 |
 | Venomancer | 11 | 52.38% | 26.8 | 36.36% | -22.37% | -11.36% | -3.03% | 1.98% | 10:21 | 02:38 | 07:34 | 09:28 | 11:46 | 35:26 | 04:12 | 08:57 |
 | Brewmaster | 11 | 44.00% | 25.0 | 36.36% | -6.91% | -36.36% | +30.31% | 8.44% | 12:07 | 06:33 | 08:58 | 11:52 | 16:52 | 18:53 | 07:54 | 04:19 |
 | Pangolier | 6 | 8.57% | 23.2 | 50.00% | -8.05% | +16.67% | -50.00% | 0.00% | 12:52 | 06:59 | 11:51 | 12:05 | 26:07 | 26:07 | 14:16 | 06:51 |
 | Mars | 4 | 3.74% | 21.4 | 50.00% | +1.45% | 0.00% | +50.00% | 0.00% | 15:42 | 07:23 | 09:46 | 13:42 | 31:55 | 31:55 | 22:09 | 11:07 |
 | Outworld Destroyer | 13 | 24.07% | 19.6 | 23.08% | -30.36% | -23.08% | +10.25% | 6.17% | 13:58 | 04:44 | 11:26 | 12:29 | 16:50 | 33:38 | 05:24 | 07:16 |
 | Enigma | 5 | 19.23% | 17.9 | 0.00% | -44.65% | 0.00% | 0.00% | 0.00% | 12:02 | 08:37 | 10:24 | 15:04 | 15:41 | 15:41 | 05:17 | 03:08 |
 | Lina | 1 | 4.00% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 00:00 | 00:00 |
 | Pudge | 1 | 100.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:51 | 05:51 | 05:51 | 05:51 | 05:51 | 05:51 | 00:00 | 00:00 |
 | Slardar | 2 | 11.11% | 12.5 | 0.00% | -74.16% | 0.00% | 0.00% | 0.00% | 04:24 | 03:18 | 05:30 | 05:30 | 05:30 | 05:30 | 00:00 | 01:33 |
 | Pugna | 1 | 10.00% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 00:00 | 00:00 |
 | Lone Druid | 1 | 20.00% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 00:00 | 00:00 |
 | Leshrac | 2 | 5.71% | 7.1 | 0.00% | -48.40% | 0.00% | 0.00% | 0.00% | 11:22 | 11:02 | 11:42 | 11:42 | 11:42 | 11:42 | 00:00 | 00:28 |
 | Queen of Pain | 1 | 3.33% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 00:00 | 00:00 |
 | Underlord | 2 | 4.00% | 3.6 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 06:11 | 05:32 | 06:50 | 06:50 | 06:50 | 06:50 | 00:00 | 00:55 |
 | Axe | 2 | 12.50% | 1.8 | 0.00% | -53.04% | 0.00% | 0.00% | 0.00% | 34:06 | 27:38 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 09:08 |