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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 | 20 | 20.41% | 100.0 | 80.00% | +40.26% | +20.00% | -20.00% | 0.00% | 38:09 | 25:34 | 34:13 | 38:11 | 41:47 | 48:25 | 07:34 | 05:36 |
 | Butterfly | 20 | 20.41% | 97.4 | 70.00% | +27.69% | -10.00% | -10.00% | 0.00% | 37:38 | 26:12 | 33:19 | 38:37 | 39:45 | 48:46 | 06:26 | 04:45 |
 | Manta Style | 44 | 44.90% | 94.9 | 56.82% | +16.08% | +15.91% | +6.82% | -1.37% | 26:24 | 16:57 | 22:31 | 26:06 | 29:09 | 40:43 | 06:38 | 04:54 |
 | Falcon Blade | 18 | 18.37% | 92.3 | 66.67% | +22.92% | -6.67% | -16.67% | 0.00% | 07:50 | 03:30 | 06:35 | 08:21 | 09:20 | 10:26 | 02:45 | 02:02 |
 | Black King Bar | 72 | 73.47% | 89.7 | 52.78% | +18.16% | +8.33% | -13.89% | -4.08% | 27:10 | 19:19 | 23:43 | 26:01 | 29:10 | 46:46 | 05:27 | 04:02 |
 | Magic Wand | 64 | 65.31% | 87.2 | 53.13% | +14.89% | +9.37% | +9.37% | 0.00% | 06:42 | -01:29 | 03:56 | 06:37 | 08:36 | 21:41 | 04:40 | 03:27 |
 | Force Staff | 93 | 94.90% | 84.6 | 49.46% | +29.46% | +2.71% | -19.03% | -4.73% | 18:15 | 12:23 | 15:09 | 17:38 | 19:45 | 36:02 | 04:36 | 03:24 |
 | Hurricane Pike | 93 | 94.90% | 82.1 | 49.46% | +29.46% | +11.41% | -23.37% | -8.03% | 18:55 | 13:27 | 16:04 | 18:29 | 20:24 | 36:02 | 04:20 | 03:12 |
 | Fluffy Hat | 96 | 97.96% | 79.5 | 48.96% | +48.96% | +21.87% | -19.79% | -7.29% | 14:56 | 01:47 | 12:16 | 14:55 | 17:59 | 32:46 | 05:43 | 04:14 |
 | Silver Edge | 53 | 54.08% | 76.9 | 52.83% | +10.61% | +31.79% | -14.37% | -6.52% | 34:28 | 22:46 | 30:10 | 33:39 | 37:15 | 52:31 | 07:05 | 05:14 |
 | Crystalys | 60 | 61.22% | 74.4 | 51.67% | +9.56% | +15.00% | -11.67% | -3.90% | 32:51 | 21:49 | 29:11 | 31:20 | 36:01 | 52:33 | 06:50 | 05:03 |
 | Yasha | 49 | 50.00% | 71.8 | 53.06% | +10.20% | -3.06% | +5.27% | 1.09% | 21:33 | 12:34 | 16:21 | 21:22 | 24:00 | 37:43 | 07:39 | 05:40 |
 | Ring of Basilius | 15 | 15.31% | 69.2 | 66.67% | +22.09% | +8.33% | -16.67% | 0.00% | 07:49 | 03:15 | 07:07 | 07:44 | 08:25 | 12:17 | 01:18 | 00:57 |
 | Shadow Blade | 58 | 59.18% | 66.7 | 51.72% | +9.22% | +28.28% | -8.86% | -5.13% | 31:07 | 19:53 | 26:48 | 31:32 | 34:02 | 52:31 | 07:14 | 05:21 |
 | Power Treads | 98 | 100.00% | 64.1 | 47.96% | +47.96% | +8.04% | -18.79% | -15.19% | 07:30 | 03:59 | 06:28 | 07:13 | 08:14 | 13:31 | 01:46 | 01:18 |
 | Boots of Speed | 98 | 100.00% | 61.5 | 47.96% | +47.96% | -15.96% | +10.37% | 15.05% | 04:19 | 01:53 | 03:17 | 04:10 | 05:02 | 08:00 | 01:45 | 01:17 |
 | Dragon Lance | 98 | 100.00% | 59.0 | 47.96% | +47.96% | +4.04% | -10.46% | -7.44% | 12:22 | 09:33 | 11:21 | 12:13 | 13:18 | 16:40 | 01:57 | 01:26 |
 | Wraith Band | 89 | 90.82% | 56.4 | 47.19% | -8.37% | -1.74% | +2.81% | 4.55% | 02:20 | -01:17 | 01:41 | 02:06 | 02:40 | 07:51 | 00:59 | 00:43 |
 | Magic Stick | 67 | 68.37% | 53.8 | 47.76% | -0.63% | +11.06% | +16.95% | 5.89% | 01:37 | -01:29 | -01:29 | 00:54 | 02:06 | 19:21 | 03:35 | 02:39 |
 | Quelling Blade | 40 | 40.82% | 51.3 | 47.50% | -0.78% | -7.50% | -7.50% | 0.00% | -00:23 | -01:30 | -01:29 | -01:29 | -01:29 | 14:44 | 00:00 | 00:00 |
 | Aghanim's Shard | 82 | 83.67% | 48.7 | 41.46% | -39.79% | +29.97% | -21.46% | -14.35% | 18:15 | 15:00 | 15:46 | 17:20 | 19:21 | 39:41 | 03:35 | 02:39 |
 | Linken's Sphere | 26 | 26.53% | 46.2 | 46.15% | -2.46% | +25.28% | -12.82% | 0.00% | 37:34 | 21:52 | 32:59 | 37:37 | 43:49 | 53:09 | 10:50 | 08:01 |
 | Void Stone | 27 | 27.55% | 43.6 | 44.44% | -4.86% | +12.70% | -15.87% | -2.48% | 36:19 | 11:57 | 30:42 | 36:37 | 42:13 | 57:06 | 11:31 | 08:31 |
 | Daedalus | 8 | 8.16% | 41.0 | 62.50% | +15.83% | +37.50% | -12.50% | 0.00% | 40:36 | 29:53 | 30:38 | 37:54 | 45:53 | 54:01 | 15:15 | 11:17 |
 | Ring of Health | 28 | 28.57% | 38.5 | 42.86% | -7.14% | +14.28% | -14.29% | -2.46% | 35:36 | 07:40 | 30:35 | 35:53 | 42:13 | 57:06 | 11:38 | 08:37 |
 | Blink Dagger | 18 | 18.37% | 35.9 | 44.44% | -4.31% | +15.56% | -19.44% | 0.00% | 42:12 | 25:08 | 34:09 | 39:15 | 51:03 | 56:12 | 16:54 | 12:31 |
 | Moon Shard | 2 | 2.04% | 33.3 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 49:01 | 42:36 | 42:36 | 55:25 | 55:25 | 55:25 | 12:49 | 09:29 |
 | Swift Blink | 11 | 11.22% | 30.8 | 36.36% | -13.07% | -3.03% | -36.36% | 0.00% | 48:34 | 39:08 | 42:02 | 49:50 | 53:30 | 58:41 | 11:28 | 08:29 |
 | Wind Lace | 16 | 16.33% | 28.2 | 31.25% | -19.97% | -31.25% | +18.75% | 0.00% | 08:27 | 04:01 | 06:37 | 07:18 | 10:40 | 12:08 | 04:03 | 03:00 |
 | Aghanim's Scepter | 1 | 1.02% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.02% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Bottle | 1 | 1.02% | 20.5 | 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 |
 | Satanic | 2 | 2.04% | 17.9 | 50.00% | +2.08% | +50.00% | 0.00% | 0.00% | 50:33 | 50:23 | 50:23 | 50:43 | 50:43 | 50:43 | 00:20 | 00:14 |
 | Refresher Orb | 2 | 2.04% | 15.4 | 50.00% | +2.08% | +50.00% | 0.00% | 0.00% | 57:39 | 57:06 | 57:06 | 58:12 | 58:12 | 58:12 | 01:06 | 00:48 |
 | Morbid Mask | 2 | 2.04% | 12.8 | 50.00% | +2.08% | +50.00% | 0.00% | 0.00% | 48:53 | 48:50 | 48:50 | 48:55 | 48:55 | 48:55 | 00:05 | 00:03 |
 | Javelin | 1 | 1.02% | 10.3 | 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 |
 | Aeon Disk | 1 | 1.02% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.02% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:32 | 11:32 | 11:32 | 11:32 | 11:32 | 11:32 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.02% | 2.6 | 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 |