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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 | 413 | 5.51% | 86.0 | 62.23% | +14.04% | +1.85% | +2.82% | 0.08% | 39:44 | 20:54 | 33:33 | 39:08 | 46:02 | 1:22:30 | 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 | |
 | Mars | 77 | 29.73% | 100.0 | 67.53% | +26.32% | +21.94% | -4.37% | -4.18% | 37:46 | 28:18 | 33:55 | 36:45 | 40:13 | 51:13 | 06:18 | 04:40 |
 | Pangolier | 13 | 6.84% | 98.2 | 84.62% | +35.47% | +15.38% | +15.38% | 0.00% | 40:54 | 31:21 | 35:27 | 38:40 | 40:22 | 1:13:03 | 04:55 | 03:38 |
 | Razor | 62 | 72.94% | 96.4 | 61.29% | +26.51% | +26.21% | -14.62% | -7.10% | 27:05 | 20:54 | 23:22 | 25:43 | 29:07 | 40:19 | 05:45 | 04:15 |
 | Axe | 5 | 29.41% | 94.5 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 41:00 | 34:27 | 34:27 | 40:50 | 42:17 | 47:41 | 07:50 | 05:48 |
 | Doom | 15 | 35.71% | 92.7 | 66.67% | +18.52% | +8.33% | +8.33% | 0.00% | 37:31 | 29:19 | 34:32 | 39:17 | 39:50 | 46:20 | 05:18 | 03:55 |
 | Invoker | 14 | 19.44% | 90.9 | 71.43% | +33.50% | +28.57% | -38.10% | -9.28% | 46:45 | 32:16 | 44:44 | 47:37 | 51:55 | 53:46 | 07:11 | 05:19 |
 | Queen of Pain | 9 | 11.39% | 89.1 | 77.78% | +30.64% | +22.22% | +22.22% | 0.00% | 42:24 | 30:39 | 37:04 | 41:36 | 44:15 | 55:46 | 07:11 | 05:19 |
 | Spirit Breaker | 2 | 16.67% | 87.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 49:02 | 42:49 | 42:49 | 55:14 | 55:14 | 55:14 | 12:25 | 09:11 |
 | Faceless Void | 6 | 11.32% | 85.5 | 83.33% | +30.14% | +16.67% | +16.67% | 0.00% | 41:13 | 36:08 | 36:40 | 40:14 | 43:59 | 50:03 | 07:19 | 05:25 |
 | Brewmaster | 20 | 41.67% | 83.6 | 60.00% | -4.29% | 0.00% | +20.00% | 2.55% | 35:49 | 22:38 | 29:26 | 33:41 | 37:16 | 1:01:40 | 07:50 | 05:48 |
 | Death Prophet | 12 | 5.53% | 81.8 | 75.00% | +25.24% | +25.00% | -8.33% | 0.00% | 43:32 | 37:37 | 39:31 | 43:53 | 46:00 | 50:51 | 06:29 | 04:48 |
 | Bloodseeker | 7 | 19.44% | 80.0 | 71.43% | +30.05% | +28.57% | -21.43% | -6.36% | 41:04 | 33:41 | 35:31 | 39:09 | 43:23 | 50:13 | 07:52 | 05:49 |
 | Phoenix | 11 | 21.57% | 78.2 | 63.64% | +8.64% | -30.31% | +3.03% | 12.74% | 34:50 | 26:59 | 32:35 | 34:08 | 35:12 | 44:57 | 02:37 | 01:56 |
 | Ember Spirit | 17 | 9.24% | 76.4 | 64.71% | +17.40% | +10.29% | +10.29% | 0.00% | 43:54 | 36:40 | 39:08 | 43:53 | 47:38 | 52:46 | 08:30 | 06:17 |
 | Terrorblade | 13 | 13.27% | 74.5 | 61.54% | +14.48% | +5.13% | +38.46% | 0.00% | 46:45 | 41:01 | 42:58 | 44:44 | 49:58 | 56:23 | 07:00 | 05:11 |
 | Wraith King | 5 | 6.33% | 72.7 | 80.00% | +34.05% | +20.00% | -80.00% | 0.00% | 51:55 | 45:37 | 45:37 | 49:56 | 55:28 | 59:41 | 09:51 | 07:17 |
 | Storm Spirit | 13 | 6.25% | 70.9 | 61.54% | +7.69% | +38.46% | +5.13% | 0.00% | 46:18 | 37:13 | 42:08 | 46:06 | 48:54 | 55:04 | 06:46 | 05:00 |
 | Batrider | 7 | 16.28% | 69.1 | 57.14% | +21.03% | +42.86% | -7.14% | 0.00% | 41:05 | 34:02 | 34:45 | 36:32 | 43:08 | 55:47 | 08:23 | 06:12 |
 | Enigma | 7 | 50.00% | 67.3 | 42.86% | -14.28% | -42.86% | +7.14% | 28.30% | 36:05 | 33:18 | 33:58 | 35:37 | 35:44 | 42:43 | 01:46 | 01:18 |
 | Necrophos | 2 | 2.99% | 65.5 | 100.00% | +47.69% | 0.00% | 0.00% | 0.00% | 43:35 | 40:15 | 40:15 | 46:54 | 46:54 | 46:54 | 06:39 | 04:55 |
 | Medusa | 6 | 3.97% | 63.6 | 66.67% | +11.50% | +33.33% | +33.33% | 0.00% | 49:03 | 42:56 | 44:44 | 44:51 | 48:26 | 1:08:10 | 03:42 | 02:44 |
 | Void Spirit | 7 | 9.21% | 61.8 | 57.14% | +7.86% | -7.14% | -7.14% | 0.00% | 48:08 | 36:45 | 40:13 | 45:24 | 50:57 | 60:40 | 10:44 | 07:57 |
 | Shadow Shaman | 2 | 1.98% | 60.0 | 100.00% | +49.49% | 0.00% | 0.00% | 0.00% | 47:44 | 45:30 | 45:30 | 49:58 | 49:58 | 49:58 | 04:28 | 03:18 |
 | Tidehunter | 20 | 27.03% | 58.2 | 35.00% | +3.52% | +5.00% | +25.00% | 2.24% | 35:06 | 27:40 | 30:12 | 33:04 | 39:08 | 48:20 | 08:56 | 06:37 |
 | Chen | 1 | 7.69% | 56.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 |
 | Dark Seer | 4 | 21.05% | 54.5 | 50.00% | +16.67% | +50.00% | -50.00% | -10.31% | 35:25 | 27:40 | 27:40 | 27:45 | 37:22 | 48:52 | 09:42 | 07:11 |
 | Beastmaster | 3 | 6.38% | 52.7 | 66.67% | +7.58% | -66.67% | 0.00% | 0.00% | 48:06 | 44:30 | 44:30 | 48:57 | 50:51 | 50:51 | 06:21 | 04:42 |
 | Zeus | 3 | 60.00% | 50.9 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 37:52 | 36:39 | 36:39 | 38:07 | 38:51 | 38:51 | 02:12 | 01:37 |
 | Dawnbreaker | 1 | 5.00% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:17 | 53:17 | 53:17 | 53:17 | 53:17 | 53:17 | 00:00 | 00:00 |
 | Drow Ranger | 1 | 4.55% | 47.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 00:00 | 00:00 |
 | Windranger | 1 | 4.55% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 00:00 | 00:00 |
 | Tiny | 5 | 1.88% | 43.6 | 60.00% | +6.74% | +40.00% | -60.00% | 0.00% | 58:29 | 50:53 | 50:53 | 53:06 | 1:08:10 | 1:09:22 | 17:17 | 12:48 |
 | Huskar | 1 | 3.23% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 00:00 | 00:00 |
 | Ursa | 1 | 2.44% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 |
 | Treant Protector | 1 | 2.44% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 1:10:40 | 00:00 | 00:00 |
 | Morphling | 1 | 2.17% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:16 | 57:16 | 57:16 | 57:16 | 57:16 | 57:16 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 2.04% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:46 | 52:46 | 52:46 | 52:46 | 52:46 | 52:46 | 00:00 | 00:00 |
 | Kunkka | 8 | 8.42% | 32.7 | 37.50% | +0.72% | +12.50% | -37.50% | 0.00% | 47:55 | 34:39 | 34:55 | 47:12 | 54:35 | 58:21 | 19:40 | 14:34 |
 | Timbersaw | 1 | 1.23% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.51% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 00:00 | 00:00 |
 | Leshrac | 2 | 2.38% | 27.3 | 50.00% | -3.66% | -50.00% | 0.00% | 0.00% | 43:05 | 35:52 | 35:52 | 50:18 | 50:18 | 50:18 | 14:26 | 10:41 |
 | Lina | 2 | 2.38% | 25.5 | 50.00% | +1.22% | -50.00% | 0.00% | 0.00% | 46:32 | 43:17 | 43:17 | 49:46 | 49:46 | 49:46 | 06:29 | 04:48 |
 | Chaos Knight | 2 | 1.57% | 23.6 | 50.00% | +0.40% | -50.00% | 0.00% | 0.00% | 46:31 | 42:23 | 42:23 | 50:39 | 50:39 | 50:39 | 08:16 | 06:07 |
 | Sand King | 2 | 0.71% | 21.8 | 50.00% | -1.97% | +50.00% | 0.00% | 0.00% | 48:41 | 46:51 | 46:51 | 50:31 | 50:31 | 50:31 | 03:40 | 02:42 |
 | Templar Assassin | 3 | 2.07% | 20.0 | 33.33% | -17.37% | -33.33% | 0.00% | 0.00% | 46:01 | 42:58 | 42:58 | 47:29 | 47:36 | 47:36 | 04:38 | 03:25 |
 | Monkey King | 5 | 4.63% | 18.2 | 20.00% | -29.51% | -20.00% | -20.00% | 0.00% | 44:29 | 36:26 | 36:26 | 39:51 | 43:13 | 1:05:53 | 06:47 | 05:01 |
 | Bane | 1 | 0.43% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 1:01:07 | 00:00 | 00:00 |
 | Magnus | 2 | 14.29% | 14.5 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 39:41 | 38:01 | 38:01 | 41:21 | 41:21 | 41:21 | 03:20 | 02:28 |
 | Grimstroke | 1 | 0.55% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 00:00 | 00:00 |
 | Lone Druid | 1 | 5.88% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:45 | 58:45 | 58:45 | 58:45 | 58:45 | 58:45 | 00:00 | 00:00 |
 | Puck | 2 | 2.27% | 9.1 | 0.00% | -51.16% | 0.00% | 0.00% | 0.00% | 53:25 | 45:12 | 45:12 | 1:01:37 | 1:01:37 | 1:01:37 | 16:25 | 12:09 |
 | Pugna | 1 | 0.78% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 1:22:30 | 00:00 | 00:00 |
 | Undying | 1 | 1.52% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:58 | 60:58 | 60:58 | 60:58 | 60:58 | 60:58 | 00:00 | 00:00 |
 | Luna | 1 | 1.92% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |
 | Silencer | 1 | 12.50% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |