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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 | |
 | Refresher Orb | 316 | 5.28% | 90.0 | 63.92% | +15.72% | -0.63% | -3.16% | -0.20% | 38:43 | 20:50 | 31:40 | 37:58 | 44:09 | 1:13:13 | 09:14 |
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 | |
 | Brewmaster | 18 | 42.86% | 100.0 | 77.78% | +61.11% | +2.22% | -2.78% | -0.62% | 35:53 | 27:15 | 31:25 | 34:37 | 39:31 | 49:50 | 08:06 | 06:00 |
 | Mars | 26 | 30.23% | 97.8 | 76.92% | +33.59% | +8.79% | -10.25% | -4.28% | 36:08 | 27:36 | 34:21 | 36:41 | 38:48 | 43:00 | 04:27 | 03:17 |
 | Axe | 2 | 28.57% | 95.6 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 40:41 | 37:52 | 37:52 | 43:29 | 43:29 | 43:29 | 05:37 | 04:09 |
 | Phoenix | 8 | 15.69% | 93.3 | 87.50% | +34.01% | -37.50% | +12.50% | 7.83% | 35:10 | 29:38 | 31:27 | 35:03 | 37:50 | 39:08 | 06:23 | 04:43 |
 | Zeus | 22 | 18.49% | 91.1 | 72.73% | +33.55% | -6.06% | +27.27% | 5.54% | 41:47 | 32:48 | 39:01 | 42:09 | 45:02 | 49:58 | 06:01 | 04:27 |
 | Razor | 72 | 49.32% | 88.9 | 59.72% | +21.88% | +23.61% | +1.39% | -3.28% | 28:52 | 20:50 | 24:53 | 27:16 | 31:40 | 50:20 | 06:47 | 05:01 |
 | Death Prophet | 10 | 11.36% | 86.7 | 80.00% | +31.28% | -13.33% | -30.00% | -1.11% | 47:21 | 36:53 | 38:10 | 42:50 | 53:10 | 1:02:32 | 15:00 | 11:06 |
 | Doom | 24 | 27.59% | 84.4 | 62.50% | +24.40% | +4.17% | +20.83% | 1.94% | 33:56 | 25:42 | 28:54 | 33:17 | 37:30 | 51:39 | 08:36 | 06:22 |
 | Luna | 3 | 8.82% | 82.2 | 100.00% | +35.48% | 0.00% | 0.00% | 0.00% | 45:01 | 41:44 | 41:44 | 45:51 | 47:28 | 47:28 | 05:44 | 04:14 |
 | Ember Spirit | 12 | 12.24% | 80.0 | 66.67% | +19.00% | 0.00% | -33.34% | -9.62% | 42:37 | 30:04 | 41:00 | 42:48 | 44:28 | 58:01 | 03:28 | 02:34 |
 | Slark | 1 | 25.00% | 77.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |
 | Enigma | 15 | 15.63% | 75.6 | 60.00% | -0.49% | +15.00% | -35.00% | 0.00% | 41:38 | 31:02 | 36:15 | 40:32 | 46:11 | 52:06 | 09:56 | 07:21 |
 | Bloodseeker | 7 | 10.94% | 73.3 | 71.43% | +17.04% | +28.57% | -21.43% | -7.33% | 41:37 | 34:33 | 36:20 | 40:52 | 43:09 | 49:24 | 06:49 | 05:02 |
 | Terrorblade | 7 | 9.46% | 71.1 | 71.43% | +20.68% | -21.43% | +28.57% | 0.00% | 44:59 | 39:39 | 39:53 | 43:25 | 45:17 | 52:55 | 05:24 | 04:00 |
 | Monkey King | 11 | 9.91% | 68.9 | 63.64% | +19.64% | +36.36% | +3.03% | -3.27% | 46:42 | 36:04 | 38:27 | 41:46 | 48:38 | 1:10:48 | 10:11 | 07:32 |
 | Tidehunter | 8 | 53.33% | 66.7 | 50.00% | +35.71% | 0.00% | 0.00% | 0.00% | 37:59 | 27:35 | 32:01 | 35:00 | 42:32 | 48:34 | 10:31 | 07:47 |
 | Storm Spirit | 2 | 5.88% | 64.4 | 100.00% | +28.12% | 0.00% | 0.00% | 0.00% | 45:25 | 41:14 | 41:14 | 49:36 | 49:36 | 49:36 | 08:22 | 06:11 |
 | Faceless Void | 6 | 10.71% | 62.2 | 66.67% | +16.67% | +33.33% | -66.67% | 0.00% | 44:58 | 37:02 | 38:32 | 41:13 | 48:37 | 1:02:53 | 10:05 | 07:28 |
 | Kunkka | 6 | 9.68% | 60.0 | 66.67% | +20.24% | -16.67% | +33.33% | 0.00% | 44:20 | 39:17 | 40:37 | 43:13 | 47:15 | 49:42 | 06:38 | 04:54 |
 | Dawnbreaker | 4 | 2.17% | 57.8 | 75.00% | +30.00% | -75.00% | +25.00% | 0.00% | 52:26 | 41:11 | 41:11 | 49:25 | 59:15 | 59:54 | 18:04 | 13:22 |
 | Morphling | 3 | 8.57% | 55.6 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 39:53 | 34:47 | 34:47 | 40:26 | 44:26 | 44:26 | 09:39 | 07:08 |
 | Medusa | 3 | 6.82% | 53.3 | 66.67% | +25.21% | +33.33% | 0.00% | 0.00% | 54:10 | 44:09 | 44:09 | 55:40 | 1:02:41 | 1:02:41 | 18:32 | 13:43 |
 | Beastmaster | 5 | 4.50% | 51.1 | 60.00% | +0.57% | +40.00% | -60.00% | 0.00% | 45:20 | 35:00 | 35:00 | 40:53 | 48:32 | 1:01:57 | 13:32 | 10:01 |
 | Wraith King | 1 | 3.70% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 |
 | Centaur Warrunner | 2 | 18.18% | 46.7 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 44:49 | 40:01 | 40:01 | 49:36 | 49:36 | 49:36 | 09:35 | 07:05 |
 | Magnus | 3 | 37.50% | 44.4 | 33.33% | -6.67% | +66.67% | 0.00% | -10.99% | 43:21 | 40:14 | 40:14 | 43:32 | 46:18 | 46:18 | 06:04 | 04:29 |
 | Dragon Knight | 1 | 1.67% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:59 | 1:09:59 | 1:09:59 | 1:09:59 | 1:09:59 | 1:09:59 | 00:00 | 00:00 |
 | Dark Seer | 2 | 14.29% | 40.0 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 49:11 | 38:33 | 38:33 | 59:48 | 59:48 | 59:48 | 21:15 | 15:44 |
 | Batrider | 10 | 13.89% | 37.8 | 30.00% | -23.23% | -30.00% | +20.00% | 0.00% | 40:05 | 35:02 | 37:13 | 38:14 | 43:53 | 45:20 | 06:40 | 04:56 |
 | Timbersaw | 1 | 1.15% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 00:00 | 00:00 |
 | Void Spirit | 1 | 0.98% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:00 | 51:00 | 51:00 | 51:00 | 51:00 | 51:00 | 00:00 | 00:00 |
 | Queen of Pain | 2 | 10.53% | 31.1 | 50.00% | +8.82% | -50.00% | 0.00% | 0.00% | 43:11 | 35:31 | 35:31 | 50:50 | 50:50 | 50:50 | 15:19 | 11:20 |
 | Puck | 1 | 0.42% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:13 | 1:13:13 | 1:13:13 | 1:13:13 | 1:13:13 | 1:13:13 | 00:00 | 00:00 |
 | Treant Protector | 2 | 3.85% | 26.7 | 50.00% | -4.00% | -50.00% | 0.00% | 0.00% | 41:03 | 35:59 | 35:59 | 46:06 | 46:06 | 46:06 | 10:07 | 07:29 |
 | Chaos Knight | 2 | 2.60% | 24.4 | 50.00% | +0.67% | -50.00% | 0.00% | 0.00% | 47:01 | 45:05 | 45:05 | 48:57 | 48:57 | 48:57 | 03:52 | 02:51 |
 | Pangolier | 2 | 2.33% | 22.2 | 50.00% | +3.57% | +50.00% | 0.00% | 0.00% | 47:11 | 42:29 | 42:29 | 51:53 | 51:53 | 51:53 | 09:24 | 06:57 |
 | Keeper of the Light | 1 | 1.20% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:23 | 47:23 | 47:23 | 47:23 | 47:23 | 47:23 | 00:00 | 00:00 |
 | Naga Siren | 1 | 11.11% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:25 | 55:25 | 55:25 | 55:25 | 55:25 | 55:25 | 00:00 | 00:00 |
 | Pudge | 1 | 2.27% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 00:00 | 00:00 |
 | Invoker | 3 | 11.11% | 13.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 47:55 | 46:48 | 46:48 | 48:04 | 48:54 | 48:54 | 02:06 | 01:33 |
 | Alchemist | 1 | 1.43% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 00:00 | 00:00 |
 | Ursa | 1 | 2.50% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:13 | 51:13 | 51:13 | 51:13 | 51:13 | 51:13 | 00:00 | 00:00 |
 | Leshrac | 1 | 3.85% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:24 | 1:07:24 | 1:07:24 | 1:07:24 | 1:07:24 | 1:07:24 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 6.67% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 00:00 | 00:00 |
 | Warlock | 1 | 1.25% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:33 | 56:33 | 56:33 | 56:33 | 56:33 | 56:33 | 00:00 | 00:00 |