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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 | 656 | 27.45% | 76.0 | 54.27% | +15.39% | +3.05% | +0.61% | -0.35% | 11:29 | 02:44 | 07:24 | 10:12 | 14:23 | 49:07 | 05:10 |
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 | |
 | Pugna | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:58 | 04:58 | 04:58 | 04:58 | 04:58 | 04:58 | 00:00 | 00:00 |
 | Nyx Assassin | 12 | 100.00% | 97.8 | 83.33% | +83.33% | -16.66% | +16.67% | 13.89% | 09:40 | 04:25 | 07:10 | 08:07 | 09:34 | 22:14 | 02:24 | 01:46 |
 | Shadow Demon | 11 | 64.71% | 95.7 | 81.82% | +31.82% | +18.18% | -48.49% | -21.05% | 12:44 | 07:24 | 08:59 | 11:14 | 12:09 | 30:48 | 03:10 | 02:20 |
 | Bane | 8 | 88.89% | 93.5 | 75.00% | +75.00% | +25.00% | -25.00% | -10.17% | 12:01 | 07:45 | 09:17 | 10:18 | 14:12 | 16:49 | 04:55 | 03:38 |
 | Bristleback | 5 | 55.56% | 91.3 | 80.00% | +80.00% | +20.00% | -80.00% | -53.10% | 05:19 | 04:29 | 04:29 | 04:45 | 06:22 | 06:29 | 01:53 | 01:23 |
 | Dazzle | 40 | 86.96% | 89.1 | 67.50% | +50.83% | +2.50% | -27.50% | -3.94% | 15:08 | 06:52 | 10:16 | 13:10 | 17:53 | 37:02 | 07:37 | 05:38 |
 | Vengeful Spirit | 28 | 30.77% | 87.0 | 75.00% | +32.14% | -17.86% | -3.57% | 2.61% | 14:20 | 06:50 | 10:13 | 12:36 | 15:42 | 34:42 | 05:29 | 04:03 |
 | Ogre Magi | 5 | 50.00% | 84.8 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 11:17 | 06:00 | 06:00 | 11:59 | 13:38 | 16:23 | 07:38 | 05:39 |
 | Mirana | 6 | 22.22% | 82.6 | 83.33% | +11.90% | +16.67% | -83.33% | 0.00% | 05:37 | 04:02 | 04:13 | 04:52 | 06:57 | 08:17 | 02:44 | 02:01 |
 | Undying | 6 | 66.67% | 80.4 | 66.67% | +33.34% | -16.67% | +33.33% | 15.31% | 11:54 | 06:43 | 10:32 | 11:28 | 13:48 | 16:56 | 03:16 | 02:25 |
 | Timbersaw | 83 | 100.00% | 78.3 | 55.42% | +55.42% | +6.48% | +6.48% | 0.00% | 07:01 | 03:26 | 05:41 | 06:46 | 07:48 | 13:29 | 02:07 | 01:34 |
 | Tidehunter | 65 | 100.00% | 76.1 | 53.85% | +53.85% | +14.90% | -10.10% | -9.80% | 07:24 | 03:32 | 05:53 | 07:09 | 08:26 | 11:55 | 02:33 | 01:53 |
 | Rubick | 17 | 89.47% | 73.9 | 52.94% | +2.94% | -27.94% | -27.94% | 0.00% | 10:47 | 05:40 | 07:36 | 10:45 | 12:36 | 17:14 | 05:00 | 03:42 |
 | Treant Protector | 2 | 100.00% | 71.7 | 50.00% | +50.00% | -50.00% | 0.00% | 3.90% | 17:35 | 11:10 | 11:10 | 24:00 | 24:00 | 24:00 | 12:50 | 09:30 |
 | Magnus | 4 | 100.00% | 69.6 | 50.00% | +50.00% | +50.00% | -50.00% | -9.87% | 11:57 | 05:21 | 05:21 | 06:06 | 15:29 | 20:51 | 10:08 | 07:30 |
 | Shadow Shaman | 4 | 100.00% | 67.4 | 50.00% | +50.00% | +50.00% | -50.00% | -60.61% | 09:18 | 05:42 | 05:42 | 07:13 | 07:21 | 16:56 | 01:39 | 01:13 |
 | Zeus | 4 | 100.00% | 65.2 | 50.00% | +50.00% | -50.00% | +50.00% | 35.50% | 08:10 | 05:29 | 05:29 | 07:32 | 08:18 | 11:21 | 02:49 | 02:05 |
 | Leshrac | 4 | 100.00% | 63.0 | 50.00% | +50.00% | +50.00% | -50.00% | -16.95% | 11:24 | 07:24 | 07:24 | 08:40 | 13:18 | 16:12 | 05:54 | 04:22 |
 | Dark Seer | 67 | 97.10% | 60.9 | 49.25% | +49.25% | -2.19% | -8.07% | -0.70% | 12:15 | 05:59 | 08:35 | 11:00 | 16:56 | 21:29 | 08:21 | 06:11 |
 | Ancient Apparition | 6 | 37.50% | 58.7 | 66.67% | +6.67% | +33.33% | +33.33% | 0.00% | 10:17 | 07:10 | 10:10 | 10:22 | 11:26 | 11:56 | 01:16 | 00:56 |
 | Earth Spirit | 39 | 43.33% | 56.5 | 53.85% | +8.75% | -13.85% | -13.85% | 0.00% | 14:50 | 06:05 | 10:37 | 13:28 | 16:55 | 33:45 | 06:18 | 04:40 |
 | Io | 14 | 42.42% | 54.3 | 57.14% | +20.30% | -7.14% | +9.53% | 3.45% | 18:45 | 10:07 | 15:41 | 18:07 | 20:31 | 33:26 | 04:50 | 03:34 |
 | Bounty Hunter | 15 | 93.75% | 52.2 | 46.67% | -53.33% | +3.33% | -21.67% | -6.94% | 14:21 | 07:33 | 12:43 | 15:24 | 16:19 | 20:27 | 03:36 | 02:40 |
 | Oracle | 43 | 86.00% | 50.0 | 46.51% | +32.22% | -1.06% | -1.06% | 0.00% | 12:30 | 02:56 | 09:14 | 11:23 | 15:17 | 30:18 | 06:03 | 04:28 |
 | Disruptor | 63 | 58.33% | 47.8 | 47.62% | +7.62% | -3.87% | +2.38% | 1.13% | 12:47 | 04:29 | 09:25 | 12:20 | 14:58 | 24:12 | 05:33 | 04:06 |
 | Witch Doctor | 23 | 62.16% | 45.7 | 47.83% | -2.17% | +18.84% | +2.17% | -4.49% | 12:29 | 06:32 | 08:58 | 11:00 | 12:41 | 27:03 | 03:43 | 02:45 |
 | Omniknight | 5 | 100.00% | 43.5 | 40.00% | +40.00% | -40.00% | +60.00% | 35.50% | 08:14 | 05:49 | 05:49 | 07:33 | 08:38 | 13:09 | 02:49 | 02:05 |
 | Earthshaker | 7 | 77.78% | 41.3 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 10:32 | 04:17 | 06:32 | 08:11 | 08:27 | 28:52 | 01:55 | 01:25 |
 | Enigma | 7 | 63.64% | 39.1 | 42.86% | -7.14% | -42.86% | +7.14% | 6.38% | 20:05 | 09:25 | 09:30 | 14:28 | 17:20 | 49:07 | 07:50 | 05:48 |
 | Warlock | 3 | 100.00% | 37.0 | 33.33% | +33.33% | +66.67% | 0.00% | -6.33% | 11:31 | 07:27 | 07:27 | 09:06 | 17:59 | 17:59 | 10:32 | 07:48 |
 | Naga Siren | 4 | 40.00% | 34.8 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 06:02 | 04:51 | 04:51 | 05:55 | 06:13 | 07:08 | 01:22 | 01:00 |
 | Tusk | 2 | 50.00% | 32.6 | 50.00% | +50.00% | +50.00% | 0.00% | -12.66% | 09:50 | 07:51 | 07:51 | 11:48 | 11:48 | 11:48 | 03:57 | 02:55 |
 | Lina | 2 | 50.00% | 30.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 08:12 | 07:55 | 07:55 | 08:28 | 08:28 | 08:28 | 00:33 | 00:24 |
 | Enchantress | 4 | 33.33% | 28.3 | 50.00% | +25.00% | +50.00% | -50.00% | -24.59% | 06:30 | 03:23 | 03:23 | 05:11 | 07:27 | 09:57 | 04:04 | 03:00 |
 | Batrider | 8 | 12.70% | 26.1 | 50.00% | +6.36% | -50.00% | +50.00% | 0.00% | 17:02 | 04:51 | 08:22 | 12:44 | 17:21 | 46:14 | 08:59 | 06:39 |
 | Winter Wyvern | 11 | 40.74% | 23.9 | 36.36% | -32.39% | -3.03% | -3.03% | 0.00% | 12:16 | 06:19 | 08:26 | 11:19 | 13:03 | 22:47 | 04:37 | 03:25 |
 | Chen | 3 | 75.00% | 21.7 | 33.33% | +33.33% | -33.33% | 0.00% | 2.44% | 10:23 | 05:21 | 05:21 | 06:48 | 19:00 | 19:00 | 13:39 | 10:06 |
 | Kunkka | 5 | 31.25% | 19.6 | 40.00% | -23.64% | -40.00% | +60.00% | 14.81% | 09:14 | 04:58 | 04:58 | 09:14 | 11:43 | 14:42 | 06:45 | 05:00 |
 | Skywrath Mage | 3 | 60.00% | 17.4 | 33.33% | -66.67% | -33.33% | 0.00% | 3.66% | 12:32 | 08:23 | 08:23 | 11:44 | 17:30 | 17:30 | 09:07 | 06:45 |
 | Elder Titan | 1 | 1.54% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 00:00 | 00:00 |
 | Lion | 6 | 8.00% | 13.0 | 33.33% | -7.25% | +16.67% | -33.33% | 0.00% | 13:47 | 08:07 | 09:38 | 09:50 | 19:38 | 25:06 | 10:00 | 07:24 |
 | Death Prophet | 2 | 3.51% | 10.9 | 50.00% | -2.73% | +50.00% | 0.00% | 0.00% | 19:35 | 16:01 | 16:01 | 23:09 | 23:09 | 23:09 | 07:08 | 05:17 |
 | Doom | 4 | 21.05% | 8.7 | 25.00% | -21.67% | +75.00% | -25.00% | 0.00% | 05:55 | 02:44 | 02:44 | 05:03 | 07:33 | 08:18 | 04:49 | 03:34 |
 | Lich | 1 | 8.33% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Sand King | 1 | 16.67% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 00:00 | 00:00 |
 | Storm Spirit | 2 | 8.33% | 2.2 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 13:21 | 12:26 | 12:26 | 14:15 | 14:15 | 14:15 | 01:49 | 01:20 |