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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 | |
 | Aether Lens | 430 | 10.24% | 89.2 | 60.93% | +14.11% | -12.78% | +0.75% | 1.00% | 28:30 | 12:29 | 21:06 | 27:43 | 34:41 | 54:14 | 10:03 |
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 | |
 | Bane | 22 | 52.38% | 100.0 | 72.73% | +17.73% | +10.60% | +7.27% | -0.30% | 26:47 | 17:09 | 19:42 | 22:13 | 30:58 | 51:52 | 11:16 | 08:20 |
 | Puck | 48 | 29.81% | 98.0 | 72.92% | +23.36% | +18.75% | -22.92% | -5.91% | 35:28 | 27:05 | 31:50 | 35:09 | 38:53 | 48:15 | 07:03 | 05:13 |
 | Shadow Demon | 3 | 75.00% | 95.9 | 66.67% | +66.67% | +33.33% | 0.00% | -1.86% | 23:51 | 13:05 | 13:05 | 27:25 | 31:03 | 31:03 | 17:58 | 13:18 |
 | Marci | 61 | 44.53% | 93.9 | 62.30% | +22.83% | -22.30% | -2.30% | 2.05% | 24:58 | 13:51 | 19:09 | 23:36 | 28:53 | 46:54 | 09:44 | 07:12 |
 | Jakiro | 6 | 19.35% | 91.8 | 83.33% | +51.33% | -33.33% | +16.67% | 9.58% | 22:13 | 19:08 | 19:09 | 20:12 | 24:22 | 26:49 | 05:13 | 03:51 |
 | Dazzle | 6 | 18.75% | 89.8 | 83.33% | +33.33% | -33.33% | +16.67% | 3.94% | 29:17 | 13:11 | 26:02 | 26:29 | 38:44 | 41:48 | 12:42 | 09:24 |
 | Batrider | 21 | 55.26% | 87.8 | 61.90% | +14.84% | +38.10% | -41.90% | -8.22% | 29:53 | 14:21 | 24:59 | 28:49 | 34:43 | 46:45 | 09:44 | 07:12 |
 | Winter Wyvern | 22 | 22.68% | 85.7 | 68.18% | +17.51% | -18.18% | +11.82% | 2.65% | 27:14 | 18:21 | 20:17 | 25:28 | 31:35 | 40:29 | 11:18 | 08:22 |
 | Oracle | 4 | 40.00% | 83.7 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 24:50 | 22:13 | 22:13 | 24:05 | 25:30 | 27:32 | 03:17 | 02:25 |
 | Zeus | 45 | 55.56% | 81.6 | 57.78% | +24.45% | -12.33% | +14.95% | 3.18% | 27:41 | 13:02 | 22:20 | 26:00 | 30:55 | 53:56 | 08:35 | 06:21 |
 | Broodmother | 1 | 33.33% | 79.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 33.33% | 77.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Dragon Knight | 6 | 12.00% | 75.5 | 83.33% | +40.15% | +16.67% | +16.67% | 0.00% | 44:42 | 35:57 | 37:07 | 45:04 | 49:56 | 53:17 | 12:49 | 09:29 |
 | Shadow Shaman | 11 | 35.48% | 73.5 | 63.64% | +33.64% | -30.31% | +36.36% | 0.00% | 27:06 | 17:14 | 18:00 | 27:05 | 31:56 | 40:29 | 13:56 | 10:19 |
 | Void Spirit | 12 | 15.58% | 71.4 | 66.67% | +25.13% | +33.33% | -33.34% | -6.81% | 39:04 | 29:38 | 34:21 | 37:33 | 44:08 | 48:45 | 09:47 | 07:14 |
 | Pugna | 2 | 11.76% | 69.4 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 21:45 | 19:10 | 19:10 | 24:20 | 24:20 | 24:20 | 05:10 | 03:49 |
 | Rubick | 36 | 75.00% | 67.3 | 47.22% | -2.78% | -2.78% | +19.45% | 3.80% | 21:05 | 13:58 | 16:50 | 18:28 | 22:41 | 42:17 | 05:51 | 04:20 |
 | Keeper of the Light | 16 | 27.59% | 65.3 | 56.25% | +13.39% | -31.25% | +18.75% | 8.45% | 30:16 | 21:37 | 27:12 | 29:07 | 33:07 | 38:57 | 05:55 | 04:22 |
 | Grimstroke | 13 | 34.21% | 63.3 | 53.85% | +25.85% | -53.85% | -20.52% | 2.82% | 31:40 | 22:14 | 23:40 | 29:43 | 35:29 | 52:30 | 11:49 | 08:45 |
 | Ogre Magi | 2 | 8.33% | 61.2 | 100.00% | +27.27% | 0.00% | 0.00% | 0.00% | 30:19 | 29:33 | 29:33 | 31:04 | 31:04 | 31:04 | 01:31 | 01:07 |
 | Hoodwink | 30 | 62.50% | 59.2 | 43.33% | -6.67% | -5.83% | +13.81% | 2.15% | 24:05 | 16:09 | 19:17 | 21:35 | 28:24 | 48:22 | 09:07 | 06:45 |
 | Beastmaster | 7 | 7.61% | 57.1 | 71.43% | +13.78% | +28.57% | +28.57% | 0.00% | 37:34 | 28:32 | 32:19 | 37:39 | 38:26 | 54:14 | 06:07 | 04:31 |
 | Enigma | 10 | 13.16% | 55.1 | 60.00% | +2.42% | -60.00% | -10.00% | 0.00% | 23:00 | 13:50 | 15:42 | 19:14 | 23:44 | 43:42 | 08:02 | 05:57 |
 | Earthshaker | 2 | 50.00% | 53.1 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 35:37 | 29:22 | 29:22 | 41:52 | 41:52 | 41:52 | 12:30 | 09:15 |
 | Phantom Lancer | 1 | 9.09% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Techies | 2 | 40.00% | 49.0 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 33:47 | 23:25 | 23:25 | 44:09 | 44:09 | 44:09 | 20:44 | 15:21 |
 | Skywrath Mage | 10 | 22.73% | 46.9 | 40.00% | +13.53% | +26.67% | -40.00% | -7.86% | 25:16 | 18:57 | 19:57 | 25:56 | 28:26 | 34:39 | 08:29 | 06:17 |
 | Venomancer | 1 | 6.25% | 44.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Dark Willow | 2 | 33.33% | 42.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 35:55 | 34:52 | 34:52 | 36:58 | 36:58 | 36:58 | 02:06 | 01:33 |
 | Invoker | 1 | 5.26% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:26 | 47:26 | 47:26 | 47:26 | 47:26 | 47:26 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 5.00% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Luna | 1 | 3.57% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Vengeful Spirit | 2 | 20.00% | 34.7 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 22:52 | 22:17 | 22:17 | 23:27 | 23:27 | 23:27 | 01:10 | 00:51 |
 | Weaver | 1 | 2.27% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Death Prophet | 1 | 2.00% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 |
 | Doom | 1 | 1.67% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |
 | Timbersaw | 1 | 1.64% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 1.30% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Windranger | 2 | 7.69% | 22.4 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 42:02 | 30:04 | 30:04 | 54:00 | 54:00 | 54:00 | 23:56 | 17:43 |
 | Tusk | 2 | 6.25% | 20.4 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 37:05 | 32:25 | 32:25 | 41:45 | 41:45 | 41:45 | 09:20 | 06:54 |
 | Tiny | 2 | 1.03% | 18.4 | 50.00% | -3.89% | +50.00% | 0.00% | 0.00% | 44:21 | 36:50 | 36:50 | 51:51 | 51:51 | 51:51 | 15:01 | 11:07 |
 | Lina | 1 | 4.00% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Magnus | 1 | 16.67% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Snapfire | 2 | 1.92% | 12.2 | 0.00% | -54.90% | 0.00% | 0.00% | 0.00% | 42:35 | 41:17 | 41:17 | 43:52 | 43:52 | 43:52 | 02:35 | 01:54 |
 | Pudge | 1 | 3.13% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 00:00 | 00:00 |
 | Chaos Knight | 2 | 3.77% | 8.2 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 23:06 | 21:06 | 21:06 | 25:05 | 25:05 | 25:05 | 03:59 | 02:57 |
 | Abaddon | 1 | 6.25% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Lich | 1 | 10.00% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Crystal Maiden | 2 | 6.25% | 2.0 | 0.00% | -26.67% | 0.00% | 0.00% | 0.00% | 29:30 | 27:50 | 27:50 | 31:10 | 31:10 | 31:10 | 03:20 | 02:28 |