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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 | 37 | 38.54% | 100.0 | 70.27% | +38.07% | +18.62% | -3.60% | -3.46% | 26:45 | 19:16 | 23:05 | 26:03 | 29:30 | 37:01 | 06:25 | 04:45 |
 | Daedalus | 6 | 6.25% | 97.8 | 100.00% | +56.67% | 0.00% | 0.00% | 0.00% | 35:27 | 32:18 | 33:04 | 33:53 | 37:59 | 40:09 | 04:55 | 03:38 |
 | Crystalys | 11 | 11.46% | 95.7 | 72.73% | +29.20% | +27.27% | -6.06% | -4.97% | 31:57 | 27:22 | 28:22 | 30:56 | 35:04 | 37:33 | 06:42 | 04:57 |
 | Magic Wand | 83 | 86.46% | 93.5 | 49.40% | +18.63% | -25.59% | -1.78% | 4.21% | 07:58 | 00:54 | 04:27 | 06:41 | 10:06 | 25:32 | 05:39 | 04:11 |
 | Magic Stick | 84 | 87.50% | 91.3 | 48.81% | +15.48% | +17.86% | -5.95% | -7.48% | 02:43 | -01:29 | -01:29 | 00:40 | 04:40 | 19:58 | 06:09 | 04:33 |
 | Power Treads | 96 | 100.00% | 89.1 | 46.88% | +46.88% | +3.12% | -13.55% | -7.88% | 08:03 | 04:28 | 06:54 | 08:04 | 09:01 | 15:21 | 02:07 | 01:34 |
 | Boots of Speed | 96 | 100.00% | 87.0 | 46.88% | +46.88% | -5.21% | -13.55% | -3.68% | 05:59 | 02:00 | 04:53 | 05:56 | 07:09 | 10:59 | 02:16 | 01:40 |
 | Yasha | 63 | 65.63% | 84.8 | 49.21% | +6.79% | +0.79% | +0.79% | 0.00% | 14:37 | 11:23 | 12:38 | 13:17 | 16:08 | 24:38 | 03:30 | 02:35 |
 | Black King Bar | 56 | 58.33% | 82.6 | 50.00% | +7.50% | +21.43% | -21.43% | -6.08% | 29:12 | 19:18 | 25:42 | 29:16 | 32:45 | 41:54 | 07:03 | 05:13 |
 | Satanic | 20 | 20.83% | 80.4 | 60.00% | +16.58% | 0.00% | -20.00% | -3.80% | 34:19 | 24:09 | 31:03 | 33:11 | 36:19 | 44:15 | 05:16 | 03:54 |
 | Butterfly | 6 | 6.25% | 78.3 | 83.33% | +38.89% | +16.67% | +16.67% | 0.00% | 33:20 | 30:12 | 31:20 | 31:51 | 32:57 | 41:34 | 01:37 | 01:11 |
 | Manta Style | 56 | 58.33% | 76.1 | 48.21% | +3.21% | +8.93% | +8.93% | 0.00% | 18:33 | 15:14 | 16:08 | 17:38 | 20:05 | 29:29 | 03:57 | 02:55 |
 | Void Stone | 49 | 51.04% | 73.9 | 48.98% | +4.30% | +1.02% | +1.02% | 0.00% | 15:41 | 06:34 | 09:52 | 11:25 | 18:29 | 43:49 | 08:37 | 06:22 |
 | Linken's Sphere | 47 | 48.96% | 71.7 | 48.94% | +4.04% | +17.73% | -7.27% | -10.49% | 19:07 | 13:22 | 14:47 | 15:49 | 17:10 | 47:24 | 02:23 | 01:45 |
 | Ring of Health | 47 | 48.96% | 69.6 | 48.94% | +4.04% | +1.06% | -7.27% | -0.68% | 11:33 | 02:23 | 03:10 | 05:33 | 15:29 | 47:24 | 12:19 | 09:07 |
 | Morbid Mask | 66 | 68.75% | 67.4 | 45.45% | -4.55% | -10.16% | +4.55% | 3.57% | 08:12 | 02:43 | 03:37 | 05:17 | 07:44 | 44:03 | 04:07 | 03:02 |
 | Ethereal Blade | 51 | 53.13% | 65.2 | 47.06% | +0.39% | +14.48% | -16.29% | -6.71% | 22:02 | 14:02 | 19:22 | 21:45 | 23:57 | 30:41 | 04:35 | 03:23 |
 | Ghost Scepter | 55 | 57.29% | 63.0 | 43.64% | -7.58% | +20.65% | -0.78% | -4.83% | 20:13 | 10:12 | 18:07 | 20:39 | 22:33 | 30:23 | 04:26 | 03:17 |
 | Quelling Blade | 46 | 47.92% | 60.9 | 41.30% | -10.70% | +8.70% | -4.94% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -01:15 | 00:00 | 00:00 |
 | Aghanim's Scepter | 26 | 27.08% | 58.7 | 34.62% | -16.81% | -6.05% | -1.29% | 0.59% | 28:43 | 20:21 | 23:29 | 26:58 | 31:33 | 50:27 | 08:04 | 05:58 |
 | Blink Dagger | 5 | 5.21% | 56.5 | 60.00% | +13.85% | +40.00% | +40.00% | 0.00% | 29:04 | 22:42 | 22:42 | 28:17 | 33:59 | 35:13 | 11:17 | 08:21 |
 | Wraith Band | 12 | 12.50% | 54.3 | 41.67% | -5.95% | -8.34% | +25.00% | 8.81% | 05:16 | -01:29 | 01:37 | 02:07 | 05:24 | 27:44 | 03:47 | 02:48 |
 | Wind Lace | 6 | 6.25% | 52.2 | 50.00% | +3.33% | 0.00% | +50.00% | 0.00% | 14:33 | 09:28 | 09:36 | 13:55 | 17:49 | 21:03 | 08:13 | 06:05 |
 | Dragon Lance | 6 | 6.25% | 50.0 | 50.00% | +3.33% | 0.00% | +50.00% | 0.00% | 14:07 | 11:39 | 12:23 | 12:39 | 13:27 | 21:56 | 01:04 | 00:47 |
 | Fluffy Hat | 20 | 20.83% | 47.8 | 25.00% | -27.63% | -5.00% | +15.00% | 4.56% | 08:59 | 01:51 | 05:22 | 09:03 | 09:45 | 32:35 | 04:23 | 03:14 |
 | Force Staff | 1 | 1.04% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.04% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.04% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.04% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 00:00 | 00:00 |
 | Monkey King Bar | 5 | 5.21% | 37.0 | 40.00% | -7.25% | +60.00% | -40.00% | 0.00% | 36:03 | 27:46 | 27:46 | 36:52 | 37:28 | 47:21 | 09:42 | 07:11 |
 | Javelin | 5 | 5.21% | 34.8 | 40.00% | -7.25% | +60.00% | -40.00% | 0.00% | 34:40 | 26:23 | 26:23 | 36:02 | 36:45 | 44:06 | 10:22 | 07:40 |
 | Falcon Blade | 18 | 18.75% | 32.6 | 16.67% | -37.18% | +3.33% | +8.33% | 1.29% | 09:34 | 05:46 | 07:40 | 09:12 | 11:33 | 13:05 | 03:53 | 02:52 |
 | Aghanim's Blessing | 2 | 2.08% | 30.4 | 50.00% | +3.19% | +50.00% | 0.00% | 0.00% | 46:23 | 42:19 | 42:19 | 50:27 | 50:27 | 50:27 | 08:08 | 06:01 |
 | Aeon Disk | 2 | 2.08% | 28.3 | 50.00% | +3.19% | +50.00% | 0.00% | 0.00% | 36:56 | 34:48 | 34:48 | 39:03 | 39:03 | 39:03 | 04:15 | 03:08 |
 | Bottle | 2 | 2.08% | 26.1 | 50.00% | +3.19% | -50.00% | 0.00% | 0.00% | 01:47 | 01:46 | 01:46 | 01:47 | 01:47 | 01:47 | 00:01 | 00:00 |
 | Swift Blink | 2 | 2.08% | 23.9 | 50.00% | +3.19% | +50.00% | 0.00% | 0.00% | 40:41 | 39:27 | 39:27 | 41:54 | 41:54 | 41:54 | 02:27 | 01:48 |
 | Scythe of Vyse | 2 | 2.08% | 21.7 | 50.00% | +3.19% | -50.00% | 0.00% | 0.00% | 38:10 | 32:31 | 32:31 | 43:49 | 43:49 | 43:49 | 11:18 | 08:22 |
 | Refresher Orb | 2 | 2.08% | 19.6 | 50.00% | +3.19% | +50.00% | 0.00% | 0.00% | 39:40 | 34:29 | 34:29 | 44:50 | 44:50 | 44:50 | 10:21 | 07:40 |
 | Divine Rapier | 1 | 1.04% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:12 | 52:12 | 52:12 | 52:12 | 52:12 | 52:12 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.04% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.04% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.04% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:24 | 08:24 | 08:24 | 08:24 | 08:24 | 08:24 | 00:00 | 00:00 |
 | Sange | 1 | 1.04% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.04% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.04% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.04% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |