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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.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Butterfly | 13 | 17.57% | 100.0 | 84.62% | +38.72% | -17.95% | +15.38% | 5.39% | 31:02 | 24:49 | 27:14 | 29:18 | 33:25 | 37:16 | 06:11 | 04:34 |
 | Sange | 11 | 14.86% | 98.0 | 81.82% | +34.20% | -48.49% | +18.18% | 0.00% | 28:48 | 12:21 | 16:25 | 28:15 | 33:07 | 1:02:24 | 16:42 | 12:22 |
 | Sange and Yasha | 11 | 14.86% | 95.9 | 81.82% | +34.20% | -48.49% | +18.18% | 0.00% | 29:28 | 12:21 | 17:00 | 28:44 | 33:36 | 1:02:52 | 16:36 | 12:17 |
 | Shadow Blade | 13 | 17.57% | 93.9 | 76.92% | +29.38% | +23.08% | -10.25% | -8.85% | 32:25 | 24:49 | 29:49 | 32:45 | 33:35 | 40:33 | 03:46 | 02:47 |
 | Ring of Basilius | 44 | 59.46% | 91.8 | 61.36% | +21.36% | +2.28% | +11.37% | 5.40% | 07:34 | 02:56 | 06:30 | 07:11 | 08:11 | 11:59 | 01:41 | 01:14 |
 | Wraith Band | 22 | 29.73% | 89.8 | 68.18% | +22.03% | +15.15% | -28.18% | -29.88% | 02:36 | 01:21 | 01:36 | 01:57 | 03:03 | 08:10 | 01:27 | 01:04 |
 | Satanic | 21 | 28.38% | 87.8 | 66.67% | +19.50% | +13.33% | -26.67% | -4.29% | 37:04 | 21:55 | 31:47 | 37:44 | 41:07 | 48:21 | 09:20 | 06:54 |
 | Silver Edge | 12 | 16.22% | 85.7 | 75.00% | +26.61% | +25.00% | +25.00% | 0.00% | 34:16 | 25:25 | 32:46 | 34:09 | 36:07 | 40:33 | 03:21 | 02:28 |
 | Morbid Mask | 23 | 31.08% | 83.7 | 65.22% | +18.16% | +18.11% | -31.89% | -5.09% | 36:06 | 20:50 | 30:51 | 37:29 | 40:40 | 47:51 | 09:49 | 07:16 |
 | Crystalys | 41 | 55.41% | 81.6 | 58.54% | +13.09% | +31.46% | +1.46% | -4.76% | 31:17 | 22:28 | 27:28 | 30:35 | 33:46 | 54:34 | 06:18 | 04:40 |
 | Quelling Blade | 70 | 94.59% | 79.6 | 54.29% | +29.29% | +12.38% | -1.35% | 0.00% | -01:18 | -01:29 | -01:29 | -01:29 | -01:29 | 09:10 | 00:00 | 00:00 |
 | Eye of Skadi | 70 | 94.59% | 77.6 | 54.29% | +29.29% | +17.93% | -19.00% | -10.26% | 23:25 | 13:03 | 21:11 | 22:41 | 24:47 | 42:33 | 03:36 | 02:40 |
 | Yasha | 74 | 100.00% | 75.5 | 52.70% | +52.70% | +15.72% | -24.92% | -12.32% | 12:58 | 08:28 | 11:20 | 12:48 | 14:38 | 18:30 | 03:18 | 02:26 |
 | Power Treads | 74 | 100.00% | 73.5 | 52.70% | +52.70% | -0.07% | -2.70% | -2.19% | 06:03 | 02:47 | 05:29 | 05:54 | 06:41 | 10:32 | 01:12 | 00:53 |
 | Boots of Speed | 74 | 100.00% | 71.4 | 52.70% | +52.70% | -15.86% | +19.52% | 16.85% | 03:35 | 00:58 | 02:20 | 03:21 | 04:26 | 08:34 | 02:06 | 01:33 |
 | Magic Stick | 59 | 79.73% | 69.4 | 54.24% | +7.57% | -7.57% | +25.76% | 33.33% | 00:33 | -01:29 | -01:29 | -01:29 | 00:49 | 16:33 | 02:18 | 01:42 |
 | Aghanim's Scepter | 4 | 5.41% | 67.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 49:33 | 46:15 | 46:15 | 46:39 | 47:54 | 57:22 | 01:39 | 01:13 |
 | Aghanim's Blessing | 4 | 5.41% | 67.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 49:33 | 46:15 | 46:15 | 46:39 | 47:54 | 57:22 | 01:39 | 01:13 |
 | Blink Dagger | 11 | 14.86% | 63.3 | 72.73% | +23.52% | -6.06% | -6.06% | 0.00% | 41:27 | 34:22 | 37:08 | 39:22 | 41:11 | 57:45 | 04:03 | 03:00 |
 | Swift Blink | 11 | 14.86% | 61.2 | 72.73% | +23.52% | -6.06% | -6.06% | 0.00% | 43:20 | 36:06 | 38:02 | 42:17 | 42:42 | 57:57 | 04:40 | 03:27 |
 | Black King Bar | 57 | 77.03% | 59.2 | 52.63% | -0.31% | +11.66% | -24.06% | -9.61% | 27:16 | 17:02 | 24:44 | 26:47 | 28:27 | 50:34 | 03:43 | 02:45 |
 | Daedalus | 21 | 28.38% | 57.1 | 61.90% | +12.84% | +18.10% | -41.90% | -10.14% | 35:17 | 27:21 | 31:02 | 34:00 | 36:57 | 54:52 | 05:55 | 04:22 |
 | Fluffy Hat | 19 | 25.68% | 55.1 | 63.16% | +14.07% | +16.84% | -3.16% | -2.30% | 26:10 | 02:35 | 21:11 | 26:49 | 29:52 | 50:18 | 08:41 | 06:25 |
 | Magic Wand | 58 | 78.38% | 53.1 | 51.72% | -4.53% | +14.95% | +5.42% | -1.58% | 05:24 | -01:29 | 01:40 | 05:12 | 07:42 | 18:20 | 06:02 | 04:28 |
 | Manta Style | 56 | 75.68% | 51.0 | 51.79% | -3.77% | +19.64% | +5.35% | -3.36% | 19:05 | 13:22 | 15:27 | 17:04 | 19:42 | 36:59 | 04:15 | 03:08 |
 | Dragon Lance | 52 | 70.27% | 49.0 | 51.92% | -2.63% | +25.00% | -13.46% | -6.36% | 14:21 | 09:32 | 10:59 | 11:58 | 17:02 | 31:57 | 06:03 | 04:28 |
 | Aghanim's Shard | 6 | 8.11% | 46.9 | 83.33% | +33.33% | -33.33% | +16.67% | 0.00% | 46:57 | 36:28 | 40:11 | 41:09 | 54:12 | 57:23 | 14:01 | 10:22 |
 | Hurricane Pike | 17 | 22.97% | 44.9 | 58.82% | +7.94% | -8.82% | +16.18% | 3.08% | 29:12 | 18:58 | 22:53 | 29:16 | 31:00 | 50:18 | 08:07 | 06:00 |
 | Force Staff | 17 | 22.97% | 42.9 | 58.82% | +7.94% | -8.82% | +16.18% | 3.39% | 28:47 | 18:29 | 22:37 | 28:32 | 29:59 | 50:18 | 07:22 | 05:27 |
 | Ring of Health | 9 | 12.16% | 40.8 | 66.67% | +15.90% | -16.67% | +33.33% | 0.00% | 38:29 | 20:55 | 30:34 | 38:36 | 44:26 | 52:41 | 13:52 | 10:16 |
 | Void Stone | 9 | 12.16% | 38.8 | 66.67% | +15.90% | -16.67% | +33.33% | 0.00% | 37:49 | 19:58 | 30:34 | 38:36 | 43:24 | 52:41 | 12:50 | 09:30 |
 | Refresher Orb | 7 | 9.46% | 36.7 | 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 |
 | Moon Shard | 5 | 6.76% | 34.7 | 80.00% | +29.28% | -80.00% | +20.00% | 0.00% | 50:45 | 43:37 | 43:37 | 49:18 | 51:06 | 60:56 | 07:29 | 05:32 |
 | Falcon Blade | 2 | 2.70% | 32.7 | 100.00% | +48.61% | 0.00% | 0.00% | 0.00% | 05:30 | 03:00 | 03:00 | 08:00 | 08:00 | 08:00 | 05:00 | 03:42 |
 | Bracer | 6 | 8.11% | 30.6 | 50.00% | -2.94% | -50.00% | -50.00% | 0.00% | 01:48 | 01:14 | 01:47 | 01:53 | 01:58 | 01:58 | 00:11 | 00:08 |
 | Monkey King Bar | 11 | 14.86% | 28.6 | 36.36% | -19.20% | +30.31% | -3.03% | 0.00% | 35:21 | 27:35 | 33:52 | 34:53 | 35:12 | 48:31 | 01:20 | 00:59 |
 | Javelin | 11 | 14.86% | 26.5 | 36.36% | -19.20% | -3.03% | -3.03% | 0.00% | 33:36 | 26:04 | 28:34 | 33:47 | 34:04 | 47:37 | 05:30 | 04:04 |
 | Linken's Sphere | 4 | 5.41% | 24.5 | 50.00% | -2.86% | -50.00% | +50.00% | 0.00% | 28:52 | 21:01 | 21:01 | 30:34 | 31:54 | 31:57 | 10:53 | 08:03 |
 | Ring of Protection | 1 | 1.35% | 22.4 | 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 |
 | Bottle | 1 | 1.35% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 50:44 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.35% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.35% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.35% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Buckler | 1 | 1.35% | 12.2 | 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 |
 | Scythe of Vyse | 1 | 1.35% | 10.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:42 | 39:42 | 39:42 | 39:42 | 39:42 | 39:42 | 00:00 | 00:00 |
 | Wind Lace | 3 | 4.05% | 8.2 | 33.33% | -20.19% | -33.33% | 0.00% | 0.00% | 07:07 | 06:44 | 06:44 | 07:06 | 07:30 | 07:30 | 00:46 | 00:34 |
 | Hand of Midas | 1 | 1.35% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.35% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.35% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 00:00 | 00:00 |