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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 | 1249 | 35.48% | 52.8 | 49.88% | +14.00% | +3.65% | -3.73% | -1.48% | 11:41 | 03:24 | 08:15 | 10:26 | 13:15 | 58:00 | 03:42 |
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 | |
 | Medusa | 5 | 10.42% | 100.0 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 15:06 | 05:42 | 05:42 | 17:11 | 18:01 | 18:37 | 12:19 | 09:07 |
 | Sand King | 11 | 91.67% | 98.7 | 63.64% | -36.36% | +3.03% | +36.36% | 8.77% | 11:55 | 05:38 | 09:02 | 11:04 | 12:50 | 19:57 | 03:48 | 02:48 |
 | Witch Doctor | 17 | 89.47% | 97.4 | 58.82% | +58.82% | +16.18% | -8.82% | -12.40% | 11:32 | 06:54 | 09:51 | 10:12 | 11:52 | 20:05 | 02:01 | 01:29 |
 | Beastmaster | 19 | 95.00% | 96.1 | 57.89% | -42.11% | +22.11% | -37.89% | -14.63% | 08:38 | 03:38 | 04:55 | 07:46 | 09:01 | 23:51 | 04:06 | 03:02 |
 | Lina | 7 | 100.00% | 94.8 | 57.14% | +57.14% | +42.86% | -7.14% | -14.22% | 07:31 | 05:09 | 05:13 | 08:02 | 08:44 | 09:28 | 03:31 | 02:36 |
 | Techies | 88 | 82.24% | 93.5 | 56.82% | +14.71% | -2.27% | -6.82% | -1.09% | 10:45 | 04:14 | 08:12 | 10:31 | 12:23 | 31:35 | 04:11 | 03:05 |
 | Undying | 72 | 91.14% | 92.2 | 55.56% | +12.70% | -16.67% | +11.11% | 5.83% | 12:36 | 04:32 | 09:41 | 12:00 | 14:27 | 30:42 | 04:46 | 03:31 |
 | Leshrac | 11 | 100.00% | 90.9 | 54.55% | +54.55% | +12.12% | -21.22% | -21.06% | 07:07 | 03:24 | 05:50 | 07:19 | 07:25 | 13:45 | 01:35 | 01:10 |
 | Centaur Warrunner | 12 | 38.71% | 89.6 | 66.67% | -7.01% | +33.33% | 0.00% | -2.22% | 29:24 | 08:55 | 19:26 | 29:41 | 34:27 | 48:56 | 15:01 | 11:07 |
 | Shadow Shaman | 7 | 87.50% | 88.3 | 57.14% | +57.14% | -7.14% | -57.14% | -36.14% | 09:22 | 07:10 | 07:37 | 08:36 | 09:00 | 14:46 | 01:23 | 01:01 |
 | Dark Seer | 33 | 94.29% | 87.0 | 54.55% | -45.45% | +20.45% | -4.55% | -7.77% | 09:57 | 04:01 | 07:42 | 09:37 | 10:55 | 25:29 | 03:13 | 02:22 |
 | Brewmaster | 9 | 90.00% | 85.7 | 55.56% | -44.44% | -5.56% | +44.44% | 16.13% | 07:50 | 05:23 | 05:50 | 07:27 | 08:56 | 11:34 | 03:06 | 02:17 |
 | Oracle | 75 | 96.15% | 84.4 | 53.33% | +53.33% | -5.96% | -11.22% | -1.22% | 11:39 | 04:09 | 08:50 | 10:41 | 13:09 | 27:57 | 04:19 | 03:11 |
 | Grimstroke | 11 | 91.67% | 83.1 | 54.55% | +54.55% | +12.12% | -21.22% | -7.09% | 10:45 | 05:46 | 07:39 | 11:27 | 12:21 | 14:50 | 04:42 | 03:28 |
 | Zeus | 12 | 70.59% | 81.8 | 58.33% | -21.67% | +8.34% | +8.34% | 0.00% | 06:14 | 04:15 | 05:20 | 05:46 | 06:42 | 09:18 | 01:22 | 01:00 |
 | Death Prophet | 22 | 84.62% | 80.5 | 54.55% | +4.55% | -4.55% | +25.45% | 19.78% | 06:20 | 04:05 | 05:02 | 05:49 | 06:33 | 13:02 | 01:31 | 01:07 |
 | Tusk | 11 | 44.00% | 79.2 | 63.64% | +27.93% | +3.03% | -30.31% | -9.85% | 09:56 | 05:33 | 07:19 | 09:59 | 10:42 | 14:09 | 03:23 | 02:30 |
 | Timbersaw | 52 | 100.00% | 77.9 | 51.92% | +51.92% | -13.46% | +1.93% | 4.29% | 08:44 | 03:41 | 06:20 | 08:27 | 09:55 | 16:51 | 03:35 | 02:39 |
 | Mirana | 35 | 76.09% | 76.6 | 54.29% | +17.93% | +34.60% | -20.96% | -12.26% | 12:57 | 05:24 | 09:40 | 11:30 | 14:12 | 31:56 | 04:32 | 03:21 |
 | Shadow Demon | 29 | 93.55% | 75.3 | 51.72% | +51.72% | +33.99% | -37.43% | -13.60% | 12:12 | 04:38 | 09:29 | 12:02 | 14:44 | 19:55 | 05:15 | 03:53 |
 | Hoodwink | 25 | 89.29% | 74.0 | 52.00% | -48.00% | +31.33% | -35.33% | -13.74% | 12:25 | 06:55 | 09:53 | 11:28 | 14:44 | 24:53 | 04:51 | 03:35 |
 | Bounty Hunter | 10 | 21.74% | 72.7 | 70.00% | -7.78% | +30.00% | +30.00% | 0.00% | 19:37 | 08:48 | 09:51 | 11:15 | 32:38 | 37:36 | 22:47 | 16:52 |
 | Bane | 4 | 100.00% | 71.4 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 17:09 | 12:33 | 12:33 | 13:08 | 13:25 | 29:31 | 00:52 | 00:38 |
 | Disruptor | 61 | 82.43% | 70.1 | 50.82% | +12.36% | +15.85% | -4.15% | -5.38% | 11:52 | 05:33 | 09:18 | 10:47 | 13:01 | 34:20 | 03:43 | 02:45 |
 | Venomancer | 27 | 50.94% | 68.8 | 55.56% | +5.56% | +1.58% | -12.70% | -2.31% | 15:42 | 05:57 | 10:19 | 13:51 | 16:30 | 44:26 | 06:11 | 04:34 |
 | Chen | 9 | 64.29% | 67.5 | 55.56% | -4.44% | -5.56% | -5.56% | 0.00% | 14:55 | 07:32 | 07:32 | 13:40 | 16:41 | 26:12 | 09:09 | 06:46 |
 | Underlord | 76 | 96.20% | 66.2 | 47.37% | -19.30% | +5.26% | -10.53% | -5.44% | 09:34 | 03:55 | 07:49 | 08:54 | 10:43 | 20:24 | 02:54 | 02:08 |
 | Omniknight | 2 | 13.33% | 64.9 | 100.00% | +76.92% | 0.00% | 0.00% | 0.00% | 08:03 | 07:15 | 07:15 | 08:51 | 08:51 | 08:51 | 01:36 | 01:11 |
 | Bristleback | 5 | 55.56% | 63.6 | 60.00% | -15.00% | +40.00% | +40.00% | 0.00% | 10:32 | 09:41 | 09:41 | 10:49 | 11:06 | 11:17 | 01:25 | 01:02 |
 | Earthshaker | 7 | 58.33% | 62.3 | 57.14% | +17.14% | +42.86% | -57.14% | -44.78% | 07:48 | 06:11 | 06:14 | 07:39 | 08:28 | 10:18 | 02:14 | 01:39 |
 | Lich | 22 | 23.40% | 61.0 | 59.09% | +4.92% | +24.24% | -19.09% | -13.20% | 11:53 | 06:21 | 09:46 | 10:46 | 13:03 | 20:47 | 03:17 | 02:25 |
 | Batrider | 15 | 40.54% | 59.7 | 53.33% | +7.88% | +21.67% | +21.67% | 0.00% | 08:28 | 04:16 | 06:35 | 08:36 | 09:38 | 12:29 | 03:03 | 02:15 |
 | Io | 4 | 19.05% | 58.4 | 75.00% | +22.06% | -75.00% | +25.00% | 0.00% | 25:20 | 18:58 | 18:58 | 20:01 | 28:11 | 34:11 | 09:13 | 06:49 |
 | Rubick | 70 | 95.89% | 57.1 | 42.86% | -23.81% | +1.58% | -19.33% | -5.48% | 10:06 | 04:27 | 08:07 | 10:18 | 11:56 | 15:48 | 03:49 | 02:49 |
 | Mars | 2 | 10.00% | 55.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 07:15 | 06:29 | 06:29 | 08:00 | 08:00 | 08:00 | 01:31 | 01:07 |
 | Jakiro | 55 | 84.62% | 54.5 | 43.64% | +13.64% | +6.36% | -7.93% | -3.20% | 12:05 | 04:32 | 09:24 | 12:03 | 13:52 | 30:34 | 04:28 | 03:18 |
 | Abaddon | 11 | 39.29% | 53.2 | 54.55% | +1.61% | +12.12% | -54.55% | -21.28% | 13:34 | 09:40 | 11:46 | 13:34 | 14:54 | 17:14 | 03:08 | 02:19 |
 | Doom | 33 | 78.57% | 51.9 | 42.42% | -24.25% | +45.08% | -29.92% | -8.47% | 12:55 | 06:00 | 07:46 | 11:41 | 16:37 | 25:33 | 08:51 | 06:33 |
 | Skywrath Mage | 24 | 75.00% | 50.6 | 41.67% | -8.33% | -8.34% | +25.00% | 6.17% | 13:45 | 07:18 | 09:44 | 12:02 | 15:08 | 27:46 | 05:24 | 04:00 |
 | Nyx Assassin | 37 | 72.55% | 49.4 | 40.54% | +4.83% | +3.90% | -7.21% | -1.73% | 12:11 | 05:24 | 08:03 | 11:13 | 14:29 | 24:23 | 06:26 | 04:45 |
 | Pangolier | 30 | 78.95% | 48.1 | 40.00% | +15.00% | +22.50% | -11.43% | -19.03% | 09:06 | 05:11 | 07:41 | 08:33 | 09:28 | 16:16 | 01:47 | 01:19 |
 | Tidehunter | 18 | 90.00% | 46.8 | 38.89% | -11.11% | -18.89% | -13.89% | 1.43% | 13:32 | 07:29 | 09:26 | 11:51 | 12:56 | 38:22 | 03:30 | 02:35 |
 | Keeper of the Light | 2 | 6.45% | 45.5 | 100.00% | +41.38% | 0.00% | 0.00% | 0.00% | 26:55 | 13:06 | 13:06 | 40:44 | 40:44 | 40:44 | 27:38 | 20:28 |
 | Axe | 4 | 9.52% | 44.2 | 75.00% | +22.37% | +25.00% | -75.00% | -18.40% | 30:08 | 25:14 | 25:14 | 26:37 | 30:40 | 38:02 | 05:26 | 04:01 |
 | Ogre Magi | 14 | 77.78% | 42.9 | 35.71% | -39.29% | +14.29% | -35.71% | -8.93% | 14:10 | 08:12 | 10:46 | 13:43 | 16:22 | 20:31 | 05:36 | 04:08 |
 | Ancient Apparition | 10 | 58.82% | 41.6 | 40.00% | -2.86% | -6.67% | +10.00% | 1.47% | 14:59 | 07:45 | 10:12 | 11:40 | 21:32 | 26:57 | 11:20 | 08:23 |
 | Winter Wyvern | 5 | 17.86% | 40.3 | 60.00% | +3.48% | +40.00% | -60.00% | -27.91% | 12:59 | 10:38 | 10:38 | 13:45 | 14:13 | 14:39 | 03:35 | 02:39 |
 | Arc Warden | 1 | 14.29% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:35 | 19:35 | 19:35 | 19:35 | 19:35 | 19:35 | 00:00 | 00:00 |
 | Crystal Maiden | 2 | 3.45% | 37.7 | 100.00% | +48.21% | 0.00% | 0.00% | 0.00% | 54:07 | 50:13 | 50:13 | 58:00 | 58:00 | 58:00 | 07:47 | 05:45 |
 | Warlock | 16 | 94.12% | 36.4 | 31.25% | +31.25% | -6.25% | -6.25% | 0.00% | 14:21 | 07:15 | 09:14 | 11:39 | 13:36 | 35:18 | 04:22 | 03:14 |
 | Marci | 3 | 10.71% | 35.1 | 66.67% | +10.67% | +33.33% | 0.00% | -2.97% | 13:06 | 07:34 | 07:34 | 12:58 | 18:47 | 18:47 | 11:13 | 08:18 |
 | Snapfire | 29 | 50.00% | 33.8 | 31.03% | -13.80% | -16.74% | -2.46% | 2.56% | 10:42 | 04:21 | 06:26 | 09:30 | 12:01 | 31:27 | 05:35 | 04:08 |
 | Dazzle | 4 | 100.00% | 32.5 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 14:30 | 06:42 | 06:42 | 11:44 | 15:26 | 24:07 | 08:44 | 06:28 |
 | Pugna | 11 | 78.57% | 31.2 | 27.27% | +27.27% | +6.06% | +6.06% | 0.00% | 08:53 | 05:09 | 06:02 | 09:10 | 10:19 | 14:00 | 04:17 | 03:10 |
 | Visage | 1 | 6.67% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 00:00 | 00:00 |
 | Primal Beast | 4 | 18.18% | 28.6 | 50.00% | +11.11% | -50.00% | +50.00% | 35.09% | 08:07 | 05:35 | 05:35 | 08:00 | 08:26 | 10:26 | 02:51 | 02:06 |
 | Magnus | 6 | 7.50% | 27.3 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 08:08 | 05:16 | 05:28 | 06:57 | 10:37 | 11:54 | 05:09 | 03:48 |
 | Shadow Fiend | 1 | 3.33% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:18 | 14:18 | 14:18 | 14:18 | 14:18 | 14:18 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 2.70% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:59 | 07:59 | 07:59 | 07:59 | 07:59 | 07:59 | 00:00 | 00:00 |
 | Silencer | 5 | 16.13% | 23.4 | 40.00% | -2.31% | +60.00% | -40.00% | -11.49% | 13:19 | 06:57 | 06:57 | 15:33 | 15:39 | 16:33 | 08:42 | 06:26 |
 | Vengeful Spirit | 8 | 42.11% | 22.1 | 25.00% | -47.73% | +25.00% | -25.00% | -20.69% | 11:36 | 09:00 | 09:57 | 10:10 | 12:22 | 15:43 | 02:25 | 01:47 |
 | Viper | 2 | 15.38% | 20.8 | 50.00% | +40.91% | +50.00% | 0.00% | 0.00% | 08:01 | 06:39 | 06:39 | 09:22 | 09:22 | 09:22 | 02:43 | 02:00 |
 | Earth Spirit | 2 | 14.29% | 19.5 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 22:20 | 22:12 | 22:12 | 22:28 | 22:28 | 22:28 | 00:16 | 00:11 |
 | Void Spirit | 1 | 1.23% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 00:00 | 00:00 |
 | Spirit Breaker | 5 | 4.85% | 16.9 | 40.00% | -8.98% | -40.00% | -40.00% | 0.00% | 12:49 | 08:57 | 08:57 | 12:04 | 14:35 | 18:11 | 05:38 | 04:10 |
 | Clinkz | 2 | 5.88% | 15.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 08:24 | 08:20 | 08:20 | 08:27 | 08:27 | 08:27 | 00:07 | 00:05 |
 | Storm Spirit | 2 | 5.71% | 14.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 08:25 | 07:56 | 07:56 | 08:54 | 08:54 | 08:54 | 00:58 | 00:42 |
 | Dawnbreaker | 4 | 25.00% | 13.0 | 25.00% | +8.33% | -25.00% | +75.00% | 22.06% | 12:30 | 09:11 | 09:11 | 12:53 | 13:43 | 14:14 | 04:32 | 03:21 |
 | Dark Willow | 3 | 13.04% | 11.7 | 0.00% | -55.00% | 0.00% | 0.00% | 0.00% | 13:21 | 11:07 | 11:07 | 12:24 | 16:33 | 16:33 | 05:26 | 04:01 |
 | Broodmother | 2 | 22.22% | 10.4 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 07:28 | 06:33 | 06:33 | 08:22 | 08:22 | 08:22 | 01:49 | 01:20 |
 | Enigma | 1 | 100.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 00:00 | 00:00 |
 | Alchemist | 3 | 7.50% | 7.8 | 0.00% | -70.27% | 0.00% | 0.00% | 0.00% | 16:11 | 09:03 | 09:03 | 15:35 | 23:56 | 23:56 | 14:53 | 11:01 |
 | Pudge | 1 | 5.56% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 00:00 | 00:00 |
 | Tiny | 2 | 20.00% | 5.2 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 13:10 | 07:37 | 07:37 | 18:42 | 18:42 | 18:42 | 11:05 | 08:12 |
 | Necrophos | 4 | 18.18% | 3.9 | 0.00% | -72.22% | 0.00% | 0.00% | 0.00% | 06:02 | 05:29 | 05:29 | 05:34 | 05:48 | 07:16 | 00:19 | 00:14 |
 | Windranger | 1 | 1.05% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Dragon Knight | 2 | 11.76% | 1.3 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 07:36 | 06:00 | 06:00 | 09:11 | 09:11 | 09:11 | 03:11 | 02:21 |