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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 | |
 | Eye of Skadi | 25 | 19.84% | 100.0 | 80.00% | +41.39% | +20.00% | -30.00% | -4.67% | 37:46 | 25:34 | 31:04 | 38:11 | 41:47 | 48:25 | 10:43 | 07:56 |
 | Ring of Basilius | 21 | 16.67% | 97.6 | 71.43% | +29.53% | +8.57% | -31.43% | 0.00% | 08:14 | 03:15 | 07:07 | 08:02 | 09:46 | 12:20 | 02:39 | 01:57 |
 | Butterfly | 23 | 18.25% | 95.2 | 69.57% | +27.82% | +13.76% | -2.90% | 0.00% | 36:47 | 26:12 | 31:39 | 37:58 | 39:44 | 48:46 | 08:05 | 05:59 |
 | Black King Bar | 91 | 72.22% | 92.9 | 51.65% | +17.36% | +4.87% | -12.52% | -3.23% | 26:53 | 19:19 | 23:40 | 26:01 | 29:03 | 46:46 | 05:23 | 03:59 |
 | Magic Wand | 81 | 64.29% | 90.5 | 51.85% | +14.07% | +3.15% | +3.15% | 0.00% | 07:13 | -01:29 | 04:02 | 06:59 | 08:57 | 21:41 | 04:55 | 03:38 |
 | Falcon Blade | 20 | 15.87% | 88.1 | 65.00% | +21.60% | -5.00% | -25.00% | 0.00% | 07:59 | 03:30 | 06:35 | 08:21 | 09:20 | 10:32 | 02:45 | 02:02 |
 | Force Staff | 119 | 94.44% | 85.7 | 48.74% | +34.45% | +7.93% | -22.07% | -6.57% | 18:19 | 12:23 | 15:11 | 17:38 | 19:45 | 36:02 | 04:34 | 03:22 |
 | Silver Edge | 65 | 51.59% | 83.3 | 52.31% | +11.33% | +28.94% | -14.81% | -6.55% | 34:17 | 22:46 | 30:10 | 33:37 | 36:51 | 52:31 | 06:41 | 04:57 |
 | Crystalys | 74 | 58.73% | 81.0 | 51.35% | +10.97% | +11.81% | -12.46% | -3.55% | 32:40 | 21:49 | 29:11 | 31:20 | 36:01 | 52:33 | 06:50 | 05:03 |
 | Fluffy Hat | 122 | 96.83% | 78.6 | 48.36% | +48.36% | +22.61% | -25.03% | -8.31% | 15:01 | 01:47 | 12:19 | 14:41 | 18:03 | 34:07 | 05:44 | 04:14 |
 | Hurricane Pike | 120 | 95.24% | 76.2 | 48.33% | +31.66% | +18.34% | -21.66% | -9.09% | 19:05 | 13:27 | 16:04 | 18:29 | 20:28 | 36:02 | 04:24 | 03:15 |
 | Shadow Blade | 70 | 55.56% | 73.8 | 51.43% | +10.36% | +26.35% | -16.14% | -6.33% | 30:52 | 19:53 | 26:47 | 31:05 | 33:30 | 52:31 | 06:43 | 04:58 |
 | Dragon Lance | 126 | 100.00% | 71.4 | 46.83% | +46.83% | +6.30% | -14.57% | -10.61% | 12:25 | 09:14 | 11:21 | 12:13 | 13:19 | 21:13 | 01:58 | 01:27 |
 | Boots of Speed | 126 | 100.00% | 69.0 | 46.83% | +46.83% | -9.33% | -4.89% | 2.17% | 04:25 | 01:53 | 03:17 | 04:08 | 05:20 | 14:08 | 02:03 | 01:31 |
 | Power Treads | 126 | 100.00% | 66.7 | 46.83% | +46.83% | +12.55% | -17.80% | -16.12% | 07:36 | 03:59 | 06:30 | 07:14 | 08:23 | 16:07 | 01:53 | 01:23 |
 | Manta Style | 52 | 41.27% | 64.3 | 51.92% | +8.68% | +9.62% | -5.77% | -2.14% | 27:04 | 16:57 | 22:58 | 26:11 | 30:09 | 42:54 | 07:11 | 05:19 |
 | Wraith Band | 117 | 92.86% | 61.9 | 46.15% | -9.41% | -1.32% | -1.32% | 0.00% | 02:16 | -01:29 | 01:41 | 02:06 | 02:39 | 07:51 | 00:58 | 00:42 |
 | Magic Stick | 86 | 68.25% | 59.5 | 47.67% | +2.67% | -2.22% | +14.23% | 11.48% | 01:39 | -01:29 | -01:29 | 00:54 | 02:55 | 19:21 | 04:24 | 03:15 |
 | Yasha | 58 | 46.03% | 57.1 | 48.28% | +2.69% | -8.28% | -12.57% | -0.52% | 22:30 | 12:34 | 17:11 | 21:34 | 25:25 | 41:07 | 08:14 | 06:05 |
 | Linken's Sphere | 33 | 26.19% | 54.8 | 51.52% | +6.36% | +23.48% | -14.02% | -2.80% | 36:33 | 21:41 | 29:35 | 37:37 | 42:59 | 53:09 | 13:24 | 09:55 |
 | Aghanim's Shard | 109 | 86.51% | 52.4 | 42.20% | -34.27% | +20.76% | -16.27% | -10.68% | 18:20 | 15:00 | 15:51 | 17:22 | 19:19 | 39:41 | 03:28 | 02:34 |
 | Void Stone | 35 | 27.78% | 50.0 | 48.57% | +2.42% | +18.10% | -4.13% | -1.74% | 35:17 | 11:57 | 29:26 | 35:53 | 42:13 | 57:06 | 12:47 | 09:28 |
 | Ring of Health | 36 | 28.57% | 47.6 | 47.22% | +0.55% | +19.45% | -2.78% | -1.59% | 34:41 | 07:40 | 28:14 | 34:23 | 42:13 | 57:06 | 13:59 | 10:21 |
 | Daedalus | 11 | 8.73% | 45.2 | 63.64% | +18.42% | +3.03% | +3.03% | 0.00% | 40:06 | 29:53 | 33:25 | 40:25 | 40:50 | 54:01 | 07:25 | 05:29 |
 | Quelling Blade | 50 | 39.68% | 42.9 | 44.00% | -4.68% | +2.15% | -2.33% | 0.00% | -00:28 | -01:30 | -01:29 | -01:29 | -01:29 | 14:44 | 00:00 | 00:00 |
 | Moon Shard | 3 | 2.38% | 40.5 | 100.00% | +54.47% | 0.00% | 0.00% | 0.00% | 49:27 | 42:36 | 42:36 | 50:21 | 55:25 | 55:25 | 12:49 | 09:29 |
 | Blink Dagger | 22 | 17.46% | 38.1 | 45.45% | -1.67% | +4.55% | -25.45% | 0.00% | 40:48 | 25:08 | 33:43 | 36:15 | 49:38 | 56:12 | 15:55 | 11:47 |
 | Satanic | 4 | 3.17% | 35.7 | 75.00% | +29.10% | +25.00% | -75.00% | 0.00% | 44:32 | 37:31 | 37:31 | 39:32 | 50:23 | 50:43 | 12:52 | 09:31 |
 | Morbid Mask | 4 | 3.17% | 33.3 | 75.00% | +29.10% | +25.00% | -75.00% | 0.00% | 43:20 | 36:59 | 36:59 | 38:36 | 48:50 | 48:55 | 11:51 | 08:46 |
 | Aghanim's Scepter | 2 | 1.59% | 31.0 | 100.00% | +54.03% | 0.00% | 0.00% | 0.00% | 55:04 | 54:05 | 54:05 | 56:02 | 56:02 | 56:02 | 01:57 | 01:26 |
 | Aghanim's Blessing | 2 | 1.59% | 31.0 | 100.00% | +54.03% | 0.00% | 0.00% | 0.00% | 55:04 | 54:05 | 54:05 | 56:02 | 56:02 | 56:02 | 01:57 | 01:26 |
 | Wind Lace | 21 | 16.67% | 26.2 | 33.33% | -16.19% | -33.33% | +6.67% | 0.00% | 08:36 | 04:01 | 06:13 | 07:18 | 10:43 | 18:20 | 04:30 | 03:20 |
 | Swift Blink | 11 | 8.73% | 23.8 | 36.36% | -11.47% | -3.03% | -36.36% | 0.00% | 48:34 | 39:08 | 42:02 | 49:50 | 53:30 | 58:41 | 11:28 | 08:29 |
 | Boots of Travel 2 | 1 | 0.79% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 |
 | Bottle | 1 | 0.79% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 1.59% | 16.7 | 50.00% | +3.23% | +50.00% | 0.00% | 0.00% | 57:39 | 57:06 | 57:06 | 58:12 | 58:12 | 58:12 | 01:06 | 00:48 |
 | Hand of Midas | 3 | 2.38% | 14.3 | 0.00% | -47.97% | 0.00% | 0.00% | 0.00% | 12:46 | 11:32 | 11:32 | 13:01 | 13:46 | 13:46 | 02:14 | 01:39 |
 | Desolator | 1 | 0.79% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.79% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 1.59% | 7.1 | 0.00% | -47.58% | 0.00% | 0.00% | 0.00% | 45:46 | 39:51 | 39:51 | 51:41 | 51:41 | 51:41 | 11:50 | 08:45 |
 | Monkey King Bar | 1 | 0.79% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 00:00 | 00:00 |
 | Javelin | 1 | 0.79% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |