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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 | 2610 | 9.75% | 78.6 | 59.31% | +12.22% | -4.95% | +4.19% | 0.68% | 27:33 | 07:41 | 20:01 | 26:20 | 33:25 | 1:15:06 | 09:55 |
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 | |
 | Riki | 63 | 39.62% | 100.0 | 79.37% | +34.58% | +8.13% | -4.37% | -1.77% | 29:53 | 19:54 | 24:47 | 27:38 | 31:51 | 1:15:06 | 07:04 | 05:14 |
 | Tiny | 26 | 4.83% | 98.8 | 88.46% | +41.39% | -2.75% | -5.13% | -0.27% | 38:40 | 24:50 | 33:19 | 37:17 | 42:09 | 56:34 | 08:50 | 06:32 |
 | Puck | 60 | 21.66% | 97.5 | 76.67% | +35.66% | +10.00% | -10.00% | -2.62% | 32:58 | 25:10 | 28:29 | 32:06 | 36:07 | 43:57 | 07:38 | 05:39 |
 | Death Prophet | 28 | 7.80% | 96.3 | 82.14% | +39.54% | +17.86% | -10.71% | -3.25% | 29:26 | 10:17 | 24:18 | 29:33 | 33:06 | 47:15 | 08:48 | 06:31 |
 | Dark Willow | 40 | 18.78% | 95.1 | 75.00% | +28.76% | +25.00% | -5.00% | -2.89% | 32:45 | 17:38 | 26:16 | 31:03 | 36:38 | 57:26 | 10:22 | 07:40 |
 | Ancient Apparition | 15 | 18.75% | 93.8 | 80.00% | +35.38% | -5.00% | +20.00% | 2.59% | 35:54 | 23:23 | 26:48 | 32:34 | 36:28 | 1:09:45 | 09:40 | 07:09 |
 | Lich | 28 | 15.47% | 92.6 | 75.00% | +32.52% | +10.71% | -17.86% | -2.75% | 33:14 | 20:00 | 26:28 | 30:43 | 36:51 | 1:06:11 | 10:23 | 07:41 |
 | Omniknight | 7 | 17.50% | 91.4 | 85.71% | +37.23% | +14.29% | +14.29% | 0.00% | 24:04 | 15:56 | 18:10 | 23:47 | 27:05 | 32:20 | 08:55 | 06:36 |
 | Dragon Knight | 29 | 14.08% | 90.1 | 72.41% | +26.08% | -29.55% | +13.30% | 4.39% | 36:52 | 24:18 | 31:54 | 35:58 | 41:39 | 48:46 | 09:45 | 07:13 |
 | Beastmaster | 86 | 14.60% | 88.9 | 66.28% | +16.38% | +6.45% | -4.38% | -1.09% | 31:03 | 19:22 | 25:00 | 30:01 | 34:56 | 60:28 | 09:56 | 07:21 |
 | Earthshaker | 36 | 18.27% | 87.7 | 69.44% | +17.89% | -25.00% | -2.77% | 2.82% | 28:36 | 19:57 | 24:03 | 27:50 | 31:56 | 46:12 | 07:53 | 05:50 |
 | Keeper of the Light | 48 | 14.33% | 86.4 | 66.67% | +18.59% | -16.67% | +16.66% | 3.38% | 29:48 | 16:03 | 23:34 | 27:50 | 33:26 | 56:22 | 09:52 | 07:18 |
 | Pugna | 131 | 65.83% | 85.2 | 57.25% | +10.19% | -2.70% | +0.33% | 0.30% | 21:13 | 07:41 | 15:45 | 19:17 | 25:58 | 48:03 | 10:13 | 07:34 |
 | Skywrath Mage | 65 | 20.83% | 84.0 | 63.08% | +14.90% | -0.58% | -13.08% | -1.01% | 26:16 | 14:05 | 20:37 | 24:27 | 33:01 | 50:04 | 12:24 | 09:11 |
 | Invoker | 14 | 6.64% | 82.7 | 78.57% | +33.90% | +21.43% | -11.90% | 0.00% | 39:36 | 32:22 | 34:27 | 38:38 | 42:48 | 48:32 | 08:21 | 06:11 |
 | Lion | 34 | 20.61% | 81.5 | 64.71% | +20.44% | -9.15% | +10.29% | 1.81% | 36:45 | 19:47 | 30:34 | 36:16 | 41:18 | 60:07 | 10:44 | 07:57 |
 | Grimstroke | 71 | 51.08% | 80.2 | 57.75% | +20.99% | -2.19% | +8.92% | 0.83% | 27:29 | 14:02 | 19:34 | 26:41 | 32:56 | 55:30 | 13:22 | 09:54 |
 | Enigma | 60 | 32.79% | 79.0 | 60.00% | +20.16% | +6.67% | +6.67% | 0.00% | 26:35 | 11:47 | 19:33 | 26:28 | 32:04 | 51:13 | 12:31 | 09:16 |
 | Rubick | 525 | 51.72% | 77.8 | 55.05% | +16.27% | +6.78% | +4.49% | -0.21% | 22:57 | 09:49 | 16:24 | 20:22 | 27:31 | 1:14:40 | 11:07 | 08:14 |
 | Techies | 83 | 20.34% | 76.5 | 60.24% | +5.78% | +6.43% | +1.66% | -0.47% | 29:20 | 16:32 | 23:53 | 27:38 | 33:59 | 54:03 | 10:06 | 07:28 |
 | Tusk | 37 | 8.11% | 75.3 | 67.57% | +23.42% | +32.43% | -34.24% | -7.51% | 38:23 | 22:02 | 33:58 | 37:52 | 42:51 | 51:48 | 08:53 | 06:34 |
 | Doom | 136 | 25.37% | 74.1 | 58.09% | +8.34% | +3.67% | -2.21% | -1.08% | 26:08 | 12:59 | 22:37 | 24:23 | 28:05 | 49:29 | 05:28 | 04:02 |
 | Jakiro | 21 | 20.00% | 72.8 | 66.67% | +33.34% | -6.67% | -6.67% | 0.00% | 32:59 | 20:13 | 23:44 | 33:44 | 36:29 | 51:37 | 12:45 | 09:26 |
 | Oracle | 46 | 41.44% | 71.6 | 58.70% | +12.55% | -17.03% | +4.94% | 2.57% | 23:57 | 10:25 | 18:49 | 23:13 | 27:21 | 41:09 | 08:32 | 06:19 |
 | Pangolier | 44 | 6.74% | 70.4 | 65.91% | +14.35% | +15.91% | -11.36% | -4.12% | 38:11 | 26:22 | 33:47 | 37:11 | 40:24 | 57:51 | 06:37 | 04:54 |
 | Bane | 45 | 62.50% | 69.1 | 55.56% | +25.93% | +8.08% | -19.20% | -3.72% | 23:19 | 14:44 | 18:52 | 22:09 | 26:12 | 46:03 | 07:20 | 05:25 |
 | Crystal Maiden | 16 | 5.73% | 67.9 | 75.00% | +27.47% | 0.00% | +25.00% | 2.15% | 32:41 | 17:30 | 24:44 | 33:08 | 36:23 | 49:35 | 11:39 | 08:37 |
 | Shadow Demon | 186 | 70.19% | 66.7 | 51.61% | +19.96% | -6.93% | -1.61% | 0.72% | 21:39 | 12:28 | 16:39 | 18:58 | 24:04 | 56:11 | 07:25 | 05:29 |
 | Muerta | 17 | 17.17% | 65.4 | 64.71% | +20.81% | -39.71% | +10.29% | 5.43% | 24:23 | 12:45 | 17:38 | 25:16 | 26:50 | 38:42 | 09:12 | 06:48 |
 | Batrider | 164 | 34.45% | 64.2 | 51.83% | +2.79% | +4.27% | -0.61% | -0.61% | 28:40 | 13:28 | 23:41 | 27:26 | 31:43 | 1:03:47 | 08:02 | 05:57 |
 | Arc Warden | 10 | 41.67% | 63.0 | 60.00% | +31.43% | +40.00% | -60.00% | -30.00% | 25:47 | 22:30 | 24:08 | 25:16 | 27:28 | 29:44 | 03:20 | 02:28 |
 | Primal Beast | 8 | 2.03% | 61.7 | 87.50% | +38.28% | +12.50% | +12.50% | 0.00% | 36:54 | 29:15 | 29:17 | 29:45 | 33:28 | 56:18 | 04:11 | 03:05 |
 | Vengeful Spirit | 21 | 10.82% | 60.5 | 61.90% | +20.86% | -21.90% | +38.10% | 3.59% | 30:43 | 17:14 | 21:18 | 27:01 | 38:00 | 57:17 | 16:42 | 12:22 |
 | Ember Spirit | 15 | 2.36% | 59.3 | 73.33% | +25.50% | +1.67% | -23.33% | -1.89% | 41:06 | 26:13 | 30:13 | 39:27 | 43:26 | 1:01:50 | 13:13 | 09:47 |
 | Tidehunter | 9 | 3.73% | 58.0 | 77.78% | +29.50% | +22.22% | -27.78% | 0.00% | 36:39 | 24:57 | 25:26 | 34:04 | 42:38 | 57:02 | 17:12 | 12:44 |
 | Hoodwink | 69 | 38.33% | 56.8 | 47.83% | +13.60% | -6.65% | +5.11% | 1.14% | 27:25 | 14:14 | 21:54 | 25:50 | 32:15 | 50:23 | 10:21 | 07:40 |
 | Silencer | 7 | 1.81% | 55.6 | 85.71% | +39.80% | +14.29% | +14.29% | 0.00% | 31:12 | 15:55 | 25:42 | 30:16 | 32:34 | 49:49 | 06:52 | 05:05 |
 | Snapfire | 29 | 5.78% | 54.3 | 58.62% | +11.69% | -1.48% | +27.09% | 2.06% | 39:11 | 25:13 | 31:37 | 36:44 | 45:29 | 1:05:20 | 13:52 | 10:16 |
 | Winter Wyvern | 6 | 14.29% | 53.1 | 66.67% | +41.67% | -16.67% | +33.33% | 4.13% | 30:08 | 20:14 | 23:26 | 31:39 | 35:32 | 37:57 | 12:06 | 08:57 |
 | Mars | 15 | 6.61% | 51.9 | 60.00% | +21.79% | -10.00% | -35.00% | -3.90% | 36:00 | 26:14 | 29:03 | 33:59 | 35:28 | 1:03:02 | 06:25 | 04:45 |
 | Tinker | 4 | 10.81% | 50.6 | 75.00% | +29.55% | +25.00% | -75.00% | -5.59% | 26:13 | 13:22 | 13:22 | 24:39 | 31:15 | 35:35 | 17:53 | 13:14 |
 | Dazzle | 9 | 18.75% | 49.4 | 55.56% | -0.85% | -5.56% | -5.56% | 0.00% | 36:15 | 22:13 | 22:44 | 35:28 | 44:36 | 59:02 | 21:52 | 16:11 |
 | Ogre Magi | 2 | 4.65% | 48.1 | 100.00% | +53.66% | 0.00% | 0.00% | 0.00% | 32:56 | 29:42 | 29:42 | 36:09 | 36:09 | 36:09 | 06:27 | 04:46 |
 | Lina | 31 | 16.85% | 46.9 | 45.16% | -9.09% | +4.84% | +4.84% | 0.00% | 10:49 | 08:43 | 09:29 | 10:09 | 11:00 | 18:42 | 01:31 | 01:07 |
 | Magnus | 38 | 14.02% | 45.7 | 44.74% | -2.47% | +5.26% | -11.41% | -1.50% | 31:14 | 17:06 | 25:19 | 29:08 | 36:28 | 47:10 | 11:09 | 08:15 |
 | Broodmother | 12 | 5.15% | 44.4 | 58.33% | +8.56% | +8.34% | -25.00% | -3.07% | 37:58 | 21:35 | 31:00 | 37:21 | 41:52 | 51:52 | 10:52 | 08:02 |
 | Zeus | 62 | 73.81% | 43.2 | 32.26% | -13.19% | -1.01% | +1.07% | 0.19% | 23:10 | 12:45 | 17:29 | 20:35 | 28:41 | 43:10 | 11:12 | 08:17 |
 | Warlock | 9 | 9.00% | 42.0 | 55.56% | +3.91% | +44.44% | -55.56% | 0.00% | 26:43 | 16:01 | 18:35 | 23:10 | 34:57 | 41:15 | 16:22 | 12:07 |
 | Abaddon | 2 | 2.41% | 40.7 | 100.00% | +53.09% | 0.00% | 0.00% | 0.00% | 45:13 | 29:22 | 29:22 | 1:01:03 | 1:01:03 | 1:01:03 | 31:41 | 23:28 |
 | Pudge | 7 | 7.53% | 39.5 | 57.14% | +8.30% | +42.86% | -7.14% | -9.12% | 28:40 | 19:39 | 24:39 | 25:16 | 30:08 | 43:20 | 05:29 | 04:03 |
 | Timbersaw | 8 | 2.32% | 38.3 | 62.50% | +11.76% | +37.50% | -62.50% | 0.00% | 44:17 | 26:41 | 35:44 | 42:23 | 52:11 | 58:40 | 16:27 | 12:11 |
 | Undying | 8 | 1.62% | 37.0 | 62.50% | +14.87% | -12.50% | -12.50% | 0.00% | 37:24 | 32:00 | 32:49 | 36:57 | 40:29 | 42:33 | 07:40 | 05:40 |
 | Venomancer | 2 | 1.54% | 35.8 | 100.00% | +42.97% | 0.00% | 0.00% | 0.00% | 36:48 | 34:18 | 34:18 | 39:17 | 39:17 | 39:17 | 04:59 | 03:41 |
 | Void Spirit | 4 | 1.42% | 34.6 | 75.00% | +21.76% | +25.00% | +25.00% | 0.00% | 45:17 | 33:11 | 33:11 | 36:48 | 48:59 | 1:02:11 | 15:48 | 11:42 |
 | Underlord | 2 | 1.01% | 33.3 | 100.00% | +51.53% | 0.00% | 0.00% | 0.00% | 41:36 | 40:36 | 40:36 | 42:35 | 42:35 | 42:35 | 01:59 | 01:28 |
 | Shadow Shaman | 5 | 33.33% | 32.1 | 40.00% | +10.00% | -40.00% | +60.00% | 0.00% | 25:15 | 16:46 | 16:46 | 23:02 | 30:22 | 38:51 | 13:36 | 10:04 |
 | Disruptor | 7 | 1.34% | 30.9 | 57.14% | +2.19% | -7.14% | +42.86% | 0.00% | 32:48 | 17:28 | 19:25 | 30:26 | 32:04 | 1:05:09 | 12:39 | 09:22 |
 | Outworld Destroyer | 9 | 18.75% | 29.6 | 33.33% | -23.08% | -33.33% | +16.67% | 4.48% | 28:39 | 19:33 | 21:19 | 28:56 | 32:29 | 37:23 | 11:10 | 08:16 |
 | Witch Doctor | 4 | 6.78% | 28.4 | 50.00% | -11.82% | -50.00% | -50.00% | 0.00% | 30:58 | 24:33 | 24:33 | 30:34 | 33:01 | 35:42 | 08:28 | 06:16 |
 | Weaver | 1 | 2.00% | 27.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 00:00 | 00:00 |
 | Phantom Lancer | 4 | 5.19% | 25.9 | 50.00% | -3.42% | -50.00% | +50.00% | 0.00% | 35:37 | 31:28 | 31:28 | 33:53 | 34:43 | 42:25 | 03:15 | 02:24 |
 | Anti-Mage | 1 | 0.96% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Luna | 1 | 0.94% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 00:00 | 00:00 |
 | Leshrac | 4 | 1.65% | 22.2 | 50.00% | -7.74% | +50.00% | -50.00% | 0.00% | 43:44 | 27:35 | 27:35 | 40:21 | 42:54 | 1:04:06 | 15:19 | 11:20 |
 | Lycan | 1 | 0.53% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:11 | 1:02:11 | 1:02:11 | 1:02:11 | 1:02:11 | 1:02:11 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 0.51% | 19.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Phoenix | 1 | 0.33% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 0.22% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 00:00 | 00:00 |
 | Mirana | 1 | 0.19% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Legion Commander | 2 | 1.30% | 14.8 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 28:43 | 26:10 | 26:10 | 31:16 | 31:16 | 31:16 | 05:06 | 03:46 |
 | Marci | 2 | 1.01% | 13.6 | 50.00% | +1.27% | +50.00% | 0.00% | 0.00% | 25:34 | 23:53 | 23:53 | 27:15 | 27:15 | 27:15 | 03:22 | 02:29 |
 | Dark Seer | 2 | 0.71% | 12.3 | 0.00% | -51.80% | 0.00% | 0.00% | 0.00% | 28:28 | 22:05 | 22:05 | 34:50 | 34:50 | 34:50 | 12:45 | 09:26 |
 | Earth Spirit | 2 | 1.16% | 11.1 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 38:47 | 30:16 | 30:16 | 47:18 | 47:18 | 47:18 | 17:02 | 12:37 |
 | Huskar | 1 | 2.86% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 00:00 | 00:00 |
 | Queen of Pain | 3 | 1.60% | 8.6 | 0.00% | -49.73% | 0.00% | 0.00% | 0.00% | 39:36 | 23:52 | 23:52 | 29:25 | 1:05:31 | 1:05:31 | 41:39 | 30:51 |
 | Windranger | 1 | 0.49% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 00:00 | 00:00 |
 | Nyx Assassin | 2 | 3.70% | 6.2 | 0.00% | -51.92% | 0.00% | 0.00% | 0.00% | 43:46 | 42:34 | 42:34 | 44:58 | 44:58 | 44:58 | 02:24 | 01:46 |
 | Sand King | 1 | 7.69% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Naga Siren | 1 | 0.38% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 0.73% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |
 | Axe | 1 | 1.43% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 49:27 | 00:00 | 00:00 |