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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 | |
 | Boots of Travel | 232 | 5.45% | 82.0 | 60.78% | +12.16% | -5.61% | -5.61% | 0.00% | 39:06 | 12:39 | 33:13 | 38:18 | 45:08 | 1:02:50 | 08:49 |
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 | |
 | Oracle | 1 | 50.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 00:00 | 00:00 |
 | Doom | 23 | 37.70% | 97.8 | 69.57% | +11.68% | +13.76% | -19.57% | -3.37% | 38:45 | 21:41 | 34:35 | 36:07 | 44:29 | 55:05 | 09:54 | 07:20 |
 | Beastmaster | 9 | 7.26% | 95.6 | 88.89% | +39.32% | +11.11% | +11.11% | 0.00% | 39:04 | 26:01 | 33:26 | 39:50 | 45:08 | 49:06 | 11:42 | 08:40 |
 | Rubick | 6 | 3.06% | 93.3 | 100.00% | +56.84% | 0.00% | 0.00% | 0.00% | 44:06 | 32:33 | 33:31 | 34:54 | 53:24 | 59:54 | 19:53 | 14:43 |
 | Leshrac | 34 | 50.00% | 91.1 | 61.76% | +17.64% | +16.02% | +0.74% | -1.29% | 35:29 | 21:23 | 29:37 | 34:31 | 41:30 | 53:04 | 11:53 | 08:48 |
 | Pugna | 5 | 26.32% | 88.9 | 80.00% | +15.71% | +20.00% | -80.00% | -3.99% | 44:09 | 25:43 | 25:43 | 42:45 | 50:45 | 1:02:49 | 25:02 | 18:32 |
 | Zeus | 11 | 44.00% | 86.7 | 63.64% | +27.93% | +3.03% | -63.64% | -5.70% | 41:27 | 30:51 | 34:06 | 37:32 | 45:48 | 60:36 | 11:42 | 08:40 |
 | Meepo | 1 | 33.33% | 84.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Puck | 6 | 10.17% | 82.2 | 83.33% | +34.27% | +16.67% | -83.33% | -15.00% | 38:31 | 21:20 | 37:35 | 38:12 | 44:15 | 49:43 | 06:40 | 04:56 |
 | Pudge | 2 | 11.76% | 80.0 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 33:50 | 29:46 | 29:46 | 37:54 | 37:54 | 37:54 | 08:08 | 06:01 |
 | Ember Spirit | 6 | 5.61% | 77.8 | 83.33% | +38.78% | -33.33% | +16.67% | 0.00% | 44:11 | 40:27 | 41:09 | 42:58 | 47:18 | 48:23 | 06:09 | 04:33 |
 | Timbersaw | 5 | 9.62% | 75.6 | 80.00% | +24.68% | +20.00% | +20.00% | 0.00% | 39:28 | 30:09 | 30:09 | 39:10 | 46:34 | 47:55 | 16:25 | 12:09 |
 | Axe | 1 | 25.00% | 73.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:06 | 50:06 | 50:06 | 50:06 | 50:06 | 50:06 | 00:00 | 00:00 |
 | Batrider | 34 | 80.95% | 71.1 | 44.12% | +6.62% | +11.44% | -6.62% | -2.21% | 37:07 | 12:39 | 33:13 | 36:34 | 41:24 | 51:22 | 08:11 | 06:03 |
 | Pangolier | 11 | 10.38% | 68.9 | 63.64% | +9.96% | +3.03% | -30.31% | -3.32% | 41:23 | 32:25 | 35:19 | 42:03 | 45:21 | 50:53 | 10:02 | 07:25 |
 | Kunkka | 2 | 6.06% | 66.7 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 34:19 | 33:36 | 33:36 | 35:02 | 35:02 | 35:02 | 01:26 | 01:03 |
 | Alchemist | 2 | 5.41% | 64.4 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 28:26 | 15:41 | 15:41 | 41:11 | 41:11 | 41:11 | 25:30 | 18:53 |
 | Tidehunter | 2 | 4.44% | 62.2 | 100.00% | +55.81% | 0.00% | 0.00% | 0.00% | 34:51 | 27:03 | 27:03 | 42:39 | 42:39 | 42:39 | 15:36 | 11:33 |
 | Invoker | 19 | 65.52% | 60.0 | 31.58% | -8.42% | -11.58% | -11.58% | 0.00% | 35:11 | 19:37 | 26:15 | 36:19 | 41:09 | 47:39 | 14:54 | 11:02 |
 | Lich | 1 | 7.69% | 57.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 00:00 | 00:00 |
 | Disruptor | 2 | 1.18% | 55.6 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 50:13 | 45:14 | 45:14 | 55:12 | 55:12 | 55:12 | 09:58 | 07:22 |
 | Night Stalker | 1 | 6.25% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 00:00 | 00:00 |
 | Keeper of the Light | 11 | 23.40% | 51.1 | 36.36% | -13.64% | -3.03% | -3.03% | 0.00% | 38:51 | 17:55 | 32:28 | 39:22 | 41:09 | 53:20 | 08:41 | 06:25 |
 | Dragon Knight | 3 | 5.08% | 48.9 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 49:15 | 38:18 | 38:18 | 54:21 | 55:05 | 55:05 | 16:47 | 12:25 |
 | Dark Seer | 1 | 4.17% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:28 | 59:28 | 59:28 | 59:28 | 59:28 | 59:28 | 00:00 | 00:00 |
 | Lina | 2 | 22.22% | 44.4 | 50.00% | +35.71% | -50.00% | 0.00% | 0.00% | 33:47 | 29:37 | 29:37 | 37:57 | 37:57 | 37:57 | 08:20 | 06:10 |
 | Marci | 1 | 2.70% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 00:00 | 00:00 |
 | Terrorblade | 1 | 2.08% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 00:00 | 00:00 |
 | Broodmother | 1 | 1.85% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Monkey King | 1 | 1.45% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Snapfire | 4 | 3.48% | 33.3 | 50.00% | +9.46% | +50.00% | -50.00% | 0.00% | 39:23 | 27:09 | 27:09 | 37:40 | 40:35 | 52:06 | 13:26 | 09:57 |
 | Primal Beast | 1 | 1.15% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 00:00 | 00:00 |
 | Mirana | 1 | 0.84% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:06 | 50:06 | 50:06 | 50:06 | 50:06 | 50:06 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.83% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 00:00 | 00:00 |
 | Undying | 1 | 0.81% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 00:00 | 00:00 |
 | Enigma | 2 | 4.26% | 22.2 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 33:14 | 31:49 | 31:49 | 34:38 | 34:38 | 34:38 | 02:49 | 02:05 |
 | Storm Spirit | 2 | 2.35% | 20.0 | 50.00% | -5.42% | +50.00% | 0.00% | 0.00% | 35:19 | 30:02 | 30:02 | 40:36 | 40:36 | 40:36 | 10:34 | 07:49 |
 | Tiny | 2 | 1.32% | 17.8 | 50.00% | +1.01% | -50.00% | 0.00% | 0.00% | 57:03 | 54:37 | 54:37 | 59:28 | 59:28 | 59:28 | 04:51 | 03:35 |
 | Death Prophet | 5 | 5.21% | 15.6 | 20.00% | -30.55% | -20.00% | -20.00% | 0.00% | 35:19 | 21:32 | 21:32 | 32:48 | 36:43 | 53:16 | 15:11 | 11:14 |
 | Treant Protector | 1 | 1.96% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 3.33% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 00:00 | 00:00 |
 | Tusk | 1 | 1.19% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Sand King | 2 | 100.00% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:41 | 30:42 | 30:42 | 50:40 | 50:40 | 50:40 | 19:58 | 14:47 |
 | Jakiro | 2 | 8.00% | 4.4 | 0.00% | -34.78% | 0.00% | 0.00% | 0.00% | 50:55 | 47:22 | 47:22 | 54:28 | 54:28 | 54:28 | 07:06 | 05:15 |
 | Huskar | 1 | 20.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 00:00 | 00:00 |