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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 | |
 | Black King Bar | 1701 | 39.93% | 62.3 | 51.85% | +19.40% | +5.80% | -3.61% | -1.23% | 24:55 | 13:02 | 20:03 | 23:09 | 27:43 | 1:22:19 | 05:40 |
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 | |
 | Bloodseeker | 20 | 95.24% | 100.0 | 85.00% | -15.00% | -5.00% | -5.00% | 0.00% | 19:04 | 15:45 | 17:03 | 18:30 | 20:06 | 25:11 | 03:03 | 02:15 |
 | Clinkz | 5 | 83.33% | 98.9 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 25:13 | 19:47 | 19:47 | 25:57 | 28:18 | 31:32 | 08:31 | 06:18 |
 | Sven | 11 | 100.00% | 97.8 | 72.73% | +72.73% | -6.06% | +27.27% | 12.90% | 18:35 | 16:23 | 17:10 | 18:22 | 19:45 | 21:01 | 02:35 | 01:54 |
 | Phantom Assassin | 7 | 87.50% | 96.7 | 71.43% | +71.43% | -21.43% | +28.57% | 14.29% | 23:48 | 19:13 | 20:11 | 21:40 | 23:41 | 32:44 | 03:30 | 02:35 |
 | Venomancer | 2 | 33.33% | 95.6 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 58:04 | 55:10 | 55:10 | 60:58 | 60:58 | 60:58 | 05:48 | 04:17 |
 | Slardar | 3 | 100.00% | 94.5 | 66.67% | +66.67% | -66.67% | 0.00% | 15.10% | 21:27 | 18:51 | 18:51 | 22:15 | 23:16 | 23:16 | 04:25 | 03:16 |
 | Doom | 58 | 95.08% | 93.4 | 65.52% | +65.52% | +14.48% | -1.23% | -3.70% | 19:00 | 14:13 | 15:58 | 17:35 | 20:13 | 36:27 | 04:15 | 03:08 |
 | Faceless Void | 15 | 88.24% | 92.3 | 66.67% | +66.67% | +8.33% | -16.67% | -9.68% | 23:13 | 18:24 | 21:27 | 22:15 | 24:02 | 34:33 | 02:35 | 01:54 |
 | Dragon Knight | 51 | 86.44% | 91.2 | 64.71% | +14.71% | +27.60% | -33.94% | -14.31% | 23:11 | 16:33 | 20:54 | 22:09 | 25:12 | 49:06 | 04:18 | 03:11 |
 | Anti-Mage | 11 | 37.93% | 90.1 | 72.73% | +22.73% | -6.06% | -6.06% | 0.00% | 34:43 | 24:26 | 29:21 | 33:24 | 36:57 | 47:20 | 07:36 | 05:37 |
 | Chaos Knight | 28 | 90.32% | 89.0 | 60.71% | +60.71% | +10.72% | -3.57% | -4.51% | 21:28 | 17:27 | 19:31 | 21:08 | 22:41 | 26:54 | 03:10 | 02:20 |
 | Monkey King | 52 | 75.36% | 87.9 | 61.54% | +8.60% | +15.38% | 0.00% | -1.56% | 24:59 | 15:07 | 19:52 | 21:48 | 29:45 | 47:01 | 09:53 | 07:19 |
 | Timbersaw | 34 | 65.38% | 86.8 | 61.76% | +11.76% | +38.24% | -24.26% | -7.68% | 26:44 | 20:02 | 22:15 | 25:01 | 30:23 | 39:24 | 08:08 | 06:01 |
 | Kunkka | 33 | 100.00% | 85.7 | 57.58% | +57.58% | +17.42% | +4.92% | -2.34% | 18:33 | 13:50 | 14:59 | 17:31 | 20:19 | 33:52 | 05:20 | 03:57 |
 | Death Prophet | 63 | 65.63% | 84.6 | 60.32% | +33.05% | -16.57% | +2.18% | 2.72% | 24:40 | 15:54 | 20:47 | 23:18 | 27:40 | 55:37 | 06:53 | 05:05 |
 | Morphling | 36 | 64.29% | 83.5 | 61.11% | +1.11% | +5.56% | -5.55% | -1.66% | 27:41 | 18:43 | 23:40 | 27:24 | 30:22 | 43:28 | 06:42 | 04:57 |
 | Enchantress | 8 | 8.08% | 82.4 | 87.50% | +33.65% | +12.50% | +12.50% | 0.00% | 38:41 | 29:19 | 32:18 | 37:22 | 43:39 | 50:00 | 11:21 | 08:24 |
 | Lifestealer | 7 | 41.18% | 81.3 | 71.43% | +31.43% | +28.57% | -21.43% | -4.90% | 30:52 | 23:22 | 24:48 | 27:29 | 35:00 | 42:06 | 10:12 | 07:33 |
 | Templar Assassin | 43 | 95.56% | 80.2 | 55.81% | +55.81% | -10.36% | -1.26% | 2.87% | 23:19 | 19:29 | 21:32 | 22:38 | 24:42 | 32:53 | 03:10 | 02:20 |
 | Night Stalker | 12 | 75.00% | 79.1 | 58.33% | +33.33% | +8.34% | -25.00% | -5.28% | 24:22 | 19:54 | 20:36 | 23:40 | 26:55 | 29:57 | 06:19 | 04:40 |
 | Beastmaster | 83 | 66.94% | 78.0 | 55.42% | +9.08% | +16.01% | -17.32% | -4.62% | 27:42 | 13:02 | 23:40 | 26:27 | 30:53 | 45:45 | 07:13 | 05:20 |
 | Tiny | 32 | 21.19% | 76.9 | 62.50% | +17.12% | +37.50% | 0.00% | -4.86% | 28:46 | 20:10 | 23:34 | 26:44 | 31:17 | 55:29 | 07:43 | 05:42 |
 | Razor | 10 | 100.00% | 75.8 | 50.00% | +50.00% | -50.00% | 0.00% | 17.24% | 18:29 | 15:23 | 16:42 | 17:42 | 19:36 | 23:23 | 02:54 | 02:08 |
 | Sniper | 25 | 83.33% | 74.7 | 52.00% | +12.00% | +14.67% | -18.67% | -4.89% | 27:40 | 19:55 | 22:31 | 26:23 | 29:20 | 42:40 | 06:49 | 05:02 |
 | Marci | 31 | 83.78% | 73.6 | 51.61% | +1.61% | -14.11% | +23.39% | 11.25% | 22:01 | 14:41 | 19:24 | 20:29 | 22:44 | 40:39 | 03:20 | 02:28 |
 | Leshrac | 48 | 70.59% | 72.5 | 52.08% | -2.92% | +14.59% | -18.75% | -7.09% | 25:00 | 17:46 | 21:26 | 23:37 | 26:08 | 46:16 | 04:42 | 03:28 |
 | Luna | 27 | 79.41% | 71.4 | 51.85% | -19.58% | +33.86% | -8.99% | -23.37% | 19:53 | 16:54 | 17:50 | 18:33 | 19:40 | 34:08 | 01:50 | 01:21 |
 | Pangolier | 15 | 14.15% | 70.3 | 66.67% | +13.92% | +8.33% | +8.33% | 0.00% | 29:14 | 22:09 | 23:37 | 27:08 | 32:35 | 45:43 | 08:58 | 06:38 |
 | Storm Spirit | 60 | 70.59% | 69.2 | 50.00% | -18.00% | +23.33% | -3.33% | -4.36% | 24:43 | 17:12 | 20:57 | 23:29 | 27:04 | 41:58 | 06:07 | 04:31 |
 | Terrorblade | 37 | 77.08% | 68.1 | 48.65% | +12.29% | +29.13% | -15.32% | -7.31% | 26:34 | 17:22 | 23:06 | 25:41 | 29:11 | 40:14 | 06:05 | 04:30 |
 | Nature's Prophet | 105 | 89.74% | 67.0 | 46.67% | +21.67% | -4.36% | -0.52% | 0.80% | 23:07 | 16:45 | 20:07 | 22:25 | 24:55 | 39:35 | 04:48 | 03:33 |
 | Ember Spirit | 85 | 79.44% | 65.9 | 47.06% | +1.61% | +10.08% | -18.49% | -7.58% | 22:53 | 16:37 | 20:49 | 22:43 | 24:35 | 34:43 | 03:46 | 02:47 |
 | Shadow Fiend | 45 | 88.24% | 64.8 | 46.67% | +13.34% | +16.97% | -10.31% | -9.69% | 18:56 | 14:06 | 17:35 | 18:55 | 20:24 | 23:30 | 02:49 | 02:05 |
 | Tusk | 30 | 35.71% | 63.7 | 53.33% | +7.03% | -15.83% | -10.47% | 0.37% | 31:39 | 18:38 | 23:02 | 28:10 | 37:28 | 54:11 | 14:26 | 10:41 |
 | Drow Ranger | 56 | 81.16% | 62.6 | 46.43% | +23.35% | +17.86% | -3.57% | -4.74% | 25:47 | 16:07 | 22:58 | 25:03 | 27:29 | 39:28 | 04:31 | 03:20 |
 | Primal Beast | 72 | 82.76% | 61.5 | 45.83% | -0.84% | -1.39% | -6.94% | -1.04% | 20:23 | 14:53 | 16:50 | 18:44 | 22:09 | 39:27 | 05:19 | 03:56 |
 | Batrider | 40 | 95.24% | 60.4 | 45.00% | +45.00% | +15.00% | -25.00% | -14.63% | 19:27 | 15:29 | 17:32 | 18:35 | 20:16 | 38:48 | 02:44 | 02:01 |
 | Pugna | 4 | 21.05% | 59.3 | 75.00% | +8.33% | -75.00% | +25.00% | 19.67% | 29:23 | 24:19 | 24:19 | 26:46 | 29:24 | 37:03 | 05:05 | 03:45 |
 | Puck | 11 | 18.64% | 58.2 | 63.64% | +13.64% | +3.03% | +36.36% | 4.11% | 32:08 | 22:54 | 25:17 | 30:21 | 33:23 | 48:39 | 08:06 | 06:00 |
 | Undying | 6 | 4.84% | 57.1 | 83.33% | +36.72% | -33.33% | +16.67% | 0.00% | 45:55 | 27:38 | 29:28 | 34:20 | 1:10:24 | 1:11:07 | 40:56 | 30:19 |
 | Medusa | 1 | 25.00% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 00:00 | 00:00 |
 | Ursa | 41 | 91.11% | 54.9 | 43.90% | +43.90% | +26.10% | -3.90% | -9.18% | 21:15 | 16:49 | 19:12 | 20:56 | 22:28 | 27:17 | 03:16 | 02:25 |
 | Troll Warlord | 19 | 100.00% | 53.8 | 42.11% | +42.11% | -2.11% | -2.11% | 0.00% | 20:04 | 17:29 | 18:33 | 20:25 | 21:43 | 22:28 | 03:10 | 02:20 |
 | Alchemist | 33 | 89.19% | 52.7 | 42.42% | -32.58% | +7.58% | +7.58% | 0.00% | 19:31 | 15:24 | 17:30 | 18:32 | 20:07 | 31:02 | 02:37 | 01:56 |
 | Enigma | 29 | 61.70% | 51.6 | 44.83% | -5.17% | -1.97% | -16.26% | -1.95% | 27:59 | 20:18 | 23:27 | 27:21 | 30:47 | 39:29 | 07:20 | 05:25 |
 | Dark Seer | 2 | 8.33% | 50.5 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 29:27 | 23:00 | 23:00 | 35:54 | 35:54 | 35:54 | 12:54 | 09:33 |
 | Slark | 28 | 66.67% | 49.5 | 42.86% | -21.43% | -14.29% | 0.00% | 2.08% | 28:59 | 18:23 | 24:35 | 27:16 | 31:27 | 1:05:13 | 06:52 | 05:05 |
 | Bounty Hunter | 1 | 20.00% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:35 | 35:35 | 35:35 | 35:35 | 35:35 | 35:35 | 00:00 | 00:00 |
 | Void Spirit | 1 | 20.00% | 47.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Outworld Destroyer | 6 | 50.00% | 46.2 | 50.00% | +33.33% | 0.00% | -50.00% | -7.61% | 22:38 | 19:04 | 19:29 | 19:41 | 26:03 | 28:38 | 06:34 | 04:51 |
 | Lone Druid | 3 | 25.00% | 45.1 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 38:10 | 35:05 | 35:05 | 39:00 | 40:25 | 40:25 | 05:20 | 03:57 |
 | Broodmother | 12 | 22.22% | 44.0 | 50.00% | +2.38% | -16.67% | -16.67% | 0.00% | 40:26 | 21:11 | 29:46 | 34:33 | 46:28 | 1:09:10 | 16:42 | 12:22 |
 | Legion Commander | 3 | 100.00% | 42.9 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 31:31 | 28:29 | 28:29 | 29:32 | 36:31 | 36:31 | 08:02 | 05:57 |
 | Pudge | 14 | 82.35% | 41.8 | 35.71% | +2.38% | +39.29% | -35.71% | -13.68% | 26:00 | 22:01 | 23:03 | 24:42 | 28:32 | 31:47 | 05:29 | 04:03 |
 | Mars | 14 | 77.78% | 40.7 | 35.71% | +35.71% | +14.29% | -2.38% | -3.95% | 23:12 | 19:26 | 20:32 | 23:10 | 24:45 | 29:06 | 04:13 | 03:07 |
 | Queen of Pain | 14 | 73.68% | 39.6 | 35.71% | -4.29% | +14.29% | -35.71% | -25.42% | 21:10 | 15:06 | 19:49 | 20:51 | 21:47 | 27:53 | 01:58 | 01:27 |
 | Abaddon | 5 | 15.15% | 38.5 | 60.00% | +10.00% | -60.00% | +40.00% | 11.39% | 38:50 | 29:55 | 29:55 | 35:28 | 38:42 | 56:32 | 08:47 | 06:30 |
 | Wraith King | 10 | 100.00% | 37.4 | 30.00% | +30.00% | +3.33% | +20.00% | 2.93% | 31:22 | 21:27 | 28:56 | 31:52 | 34:37 | 37:35 | 05:41 | 04:12 |
 | Invoker | 21 | 72.41% | 36.3 | 33.33% | -4.17% | +26.67% | +26.67% | 0.00% | 23:47 | 17:51 | 19:05 | 24:15 | 26:10 | 31:13 | 07:05 | 05:14 |
 | Axe | 2 | 50.00% | 35.2 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 28:19 | 25:50 | 25:50 | 30:47 | 30:47 | 30:47 | 04:57 | 03:40 |
 | Mirana | 4 | 3.36% | 34.1 | 75.00% | +14.13% | +25.00% | +25.00% | 0.00% | 46:47 | 29:49 | 29:49 | 35:03 | 51:58 | 1:10:17 | 22:09 | 16:24 |
 | Earthshaker | 3 | 9.68% | 33.0 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 23:20 | 20:52 | 20:52 | 22:57 | 26:11 | 26:11 | 05:19 | 03:56 |
 | Viper | 2 | 40.00% | 31.9 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 26:01 | 25:47 | 25:47 | 26:14 | 26:14 | 26:14 | 00:27 | 00:20 |
 | Lina | 7 | 77.78% | 30.8 | 28.57% | +28.57% | +21.43% | -28.57% | -28.30% | 17:49 | 14:18 | 16:54 | 17:51 | 18:40 | 20:30 | 01:46 | 01:18 |
 | Rubick | 2 | 1.02% | 29.7 | 100.00% | +55.67% | 0.00% | 0.00% | 0.00% | 55:06 | 53:09 | 53:09 | 57:02 | 57:02 | 57:02 | 03:53 | 02:52 |
 | Tinker | 8 | 88.89% | 28.6 | 25.00% | +25.00% | +75.00% | -25.00% | -12.47% | 29:08 | 23:06 | 23:38 | 28:40 | 31:39 | 35:20 | 08:01 | 05:56 |
 | Lycan | 15 | 31.25% | 27.5 | 33.33% | -21.22% | +16.67% | -8.33% | -2.91% | 36:10 | 24:08 | 29:21 | 33:49 | 37:56 | 1:05:27 | 08:35 | 06:21 |
 | Naga Siren | 12 | 30.00% | 26.4 | 33.33% | -27.38% | +33.34% | -33.33% | -7.77% | 34:52 | 25:00 | 29:05 | 35:43 | 37:40 | 44:09 | 08:35 | 06:21 |
 | Magnus | 2 | 28.57% | 25.3 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 29:59 | 26:38 | 26:38 | 33:19 | 33:19 | 33:19 | 06:41 | 04:57 |
 | Crystal Maiden | 1 | 3.85% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 |
 | Dawnbreaker | 6 | 31.58% | 23.1 | 33.33% | -28.21% | -33.33% | +66.67% | 10.26% | 25:23 | 16:18 | 22:04 | 22:30 | 31:49 | 34:05 | 09:45 | 07:13 |
 | Zeus | 6 | 24.00% | 22.0 | 33.33% | -19.30% | -33.33% | -33.33% | 0.00% | 32:37 | 26:31 | 26:53 | 27:40 | 32:29 | 54:22 | 05:36 | 04:08 |
 | Spirit Breaker | 3 | 37.50% | 20.9 | 33.33% | +33.33% | -33.33% | 0.00% | 1.38% | 33:39 | 24:24 | 24:24 | 28:04 | 48:29 | 48:29 | 24:05 | 17:50 |
 | Snapfire | 8 | 6.96% | 19.8 | 37.50% | -3.62% | +12.50% | -37.50% | 0.00% | 40:56 | 31:14 | 31:42 | 32:04 | 33:28 | 1:22:19 | 01:46 | 01:18 |
 | Weaver | 4 | 50.00% | 18.7 | 25.00% | -50.00% | -25.00% | -25.00% | 0.00% | 29:36 | 21:54 | 21:54 | 22:40 | 36:16 | 37:33 | 14:22 | 10:38 |
 | Underlord | 3 | 30.00% | 17.6 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 23:34 | 22:06 | 22:06 | 23:34 | 25:01 | 25:01 | 02:55 | 02:09 |
 | Keeper of the Light | 6 | 12.77% | 16.5 | 33.33% | -15.45% | +16.67% | -33.33% | -6.05% | 29:11 | 20:33 | 26:37 | 28:27 | 34:53 | 35:59 | 08:16 | 06:07 |
 | Tidehunter | 2 | 4.44% | 15.4 | 50.00% | +3.49% | -50.00% | 0.00% | 0.00% | 29:26 | 24:13 | 24:13 | 34:38 | 34:38 | 34:38 | 10:25 | 07:42 |
 | Centaur Warrunner | 8 | 26.67% | 14.3 | 12.50% | -19.32% | -12.50% | +37.50% | 4.71% | 32:14 | 20:33 | 25:00 | 30:17 | 35:37 | 49:48 | 10:37 | 07:51 |
 | Huskar | 3 | 60.00% | 13.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 21:40 | 20:00 | 20:00 | 21:38 | 23:23 | 23:23 | 03:23 | 02:30 |
 | Spectre | 4 | 23.53% | 12.1 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 40:28 | 35:54 | 35:54 | 36:11 | 40:05 | 49:42 | 04:11 | 03:05 |
 | Witch Doctor | 1 | 9.09% | 11.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 12.50% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 00:00 | 00:00 |
 | Io | 1 | 2.33% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 00:00 | 00:00 |
 | Bristleback | 2 | 100.00% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:47 | 24:47 | 24:52 | 24:52 | 24:52 | 00:05 | 00:03 |
 | Techies | 1 | 5.56% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 00:00 | 00:00 |
 | Riki | 2 | 9.52% | 5.5 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 32:25 | 27:05 | 27:05 | 37:45 | 37:45 | 37:45 | 10:40 | 07:54 |
 | Sand King | 1 | 50.00% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.83% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 100.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 5.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:21 | 56:21 | 56:21 | 56:21 | 56:21 | 56:21 | 00:00 | 00:00 |