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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 | 17 | 16.50% | 100.0 | 64.71% | +33.31% | +10.29% | +10.29% | 0.00% | 33:40 | 18:23 | 25:42 | 36:20 | 40:51 | 48:48 | 15:09 | 11:13 |
 | Silver Edge | 49 | 47.57% | 97.6 | 51.02% | +26.95% | -1.02% | -9.35% | -0.88% | 35:02 | 25:12 | 29:55 | 34:50 | 39:24 | 49:00 | 09:29 | 07:01 |
 | Shadow Blade | 58 | 56.31% | 95.2 | 48.28% | +26.06% | +18.39% | -12.57% | -3.56% | 31:46 | 20:37 | 27:11 | 31:05 | 35:53 | 49:00 | 08:42 | 06:26 |
 | Crystalys | 64 | 62.14% | 92.9 | 45.31% | +22.23% | +4.69% | -7.81% | -1.48% | 32:59 | 23:59 | 28:13 | 32:17 | 36:39 | 48:20 | 08:26 | 06:14 |
 | Swift Blink | 15 | 14.56% | 90.5 | 60.00% | +27.05% | +15.00% | -35.00% | 0.00% | 46:41 | 39:47 | 42:13 | 44:54 | 49:34 | 1:01:20 | 07:21 | 05:26 |
 | Linken's Sphere | 27 | 26.21% | 88.1 | 51.85% | +20.27% | +5.29% | -8.99% | -1.70% | 34:00 | 23:34 | 28:29 | 34:25 | 36:52 | 55:41 | 08:23 | 06:12 |
 | Ring of Basilius | 13 | 12.62% | 85.7 | 61.54% | +28.21% | -28.21% | -28.21% | 0.00% | 08:19 | 01:48 | 06:23 | 07:59 | 10:06 | 12:56 | 03:43 | 02:45 |
 | Ring of Health | 28 | 27.18% | 83.3 | 50.00% | +18.00% | +21.43% | +7.14% | -1.43% | 34:29 | 19:49 | 27:52 | 34:30 | 37:50 | 55:32 | 09:58 | 07:22 |
 | Blink Dagger | 21 | 20.39% | 81.0 | 52.38% | +19.45% | -12.38% | -32.38% | -2.21% | 39:39 | 27:23 | 32:34 | 37:57 | 41:36 | 60:19 | 09:02 | 06:41 |
 | Black King Bar | 82 | 79.61% | 78.6 | 40.24% | +16.43% | +12.14% | -10.24% | -3.69% | 26:25 | 16:07 | 23:27 | 25:25 | 29:31 | 39:28 | 06:04 | 04:29 |
 | Void Stone | 29 | 28.16% | 76.2 | 48.28% | +15.85% | -5.42% | +8.86% | 1.19% | 34:08 | 19:49 | 26:52 | 34:23 | 38:51 | 55:33 | 11:59 | 08:52 |
 | Morbid Mask | 7 | 6.80% | 73.8 | 71.43% | +37.05% | +28.57% | +28.57% | 0.00% | 38:50 | 31:30 | 33:00 | 38:14 | 40:32 | 53:12 | 07:32 | 05:34 |
 | Hurricane Pike | 100 | 97.09% | 71.4 | 38.00% | +38.00% | +6.00% | -10.00% | -4.12% | 18:41 | 13:45 | 15:56 | 17:24 | 19:49 | 37:51 | 03:53 | 02:52 |
 | Fluffy Hat | 101 | 98.06% | 69.0 | 37.62% | +37.62% | -5.62% | -1.62% | 0.97% | 15:51 | 03:02 | 13:08 | 15:15 | 17:16 | 37:39 | 04:08 | 03:03 |
 | Force Staff | 101 | 98.06% | 66.7 | 37.62% | +37.62% | +6.38% | -9.62% | -3.71% | 18:01 | 13:07 | 14:55 | 16:56 | 19:14 | 37:39 | 04:19 | 03:11 |
 | Boots of Speed | 103 | 100.00% | 64.3 | 36.89% | +36.89% | +5.42% | +1.57% | -1.82% | 04:18 | 01:57 | 03:08 | 04:14 | 05:15 | 07:49 | 02:07 | 01:34 |
 | Power Treads | 103 | 100.00% | 61.9 | 36.89% | +36.89% | +9.26% | +5.42% | -1.97% | 07:10 | 04:36 | 06:05 | 06:58 | 08:02 | 13:06 | 01:57 | 01:26 |
 | Dragon Lance | 103 | 100.00% | 59.5 | 36.89% | +36.89% | +1.57% | +1.57% | 0.00% | 12:03 | 09:03 | 10:53 | 11:45 | 12:55 | 19:37 | 02:02 | 01:30 |
 | Quelling Blade | 45 | 43.69% | 57.1 | 42.22% | +9.46% | +21.42% | -14.95% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 02:01 | 00:00 | 00:00 |
 | Wraith Band | 94 | 91.26% | 54.8 | 36.17% | -8.27% | +1.33% | -10.08% | -10.22% | 02:37 | 00:57 | 01:42 | 02:12 | 02:49 | 08:56 | 01:07 | 00:49 |
 | Magic Stick | 70 | 67.96% | 52.4 | 37.14% | +0.78% | -9.36% | -1.85% | 7.04% | 01:16 | -01:30 | -01:29 | -01:29 | 02:33 | 20:00 | 04:02 | 02:59 |
 | Aghanim's Shard | 94 | 91.26% | 50.0 | 34.04% | -32.63% | +3.46% | -3.61% | -1.89% | 19:12 | 15:00 | 16:23 | 18:00 | 20:08 | 48:14 | 03:45 | 02:46 |
 | Magic Wand | 68 | 66.02% | 47.6 | 35.29% | -4.71% | -5.88% | +11.77% | 3.78% | 06:26 | -01:29 | 03:28 | 06:02 | 08:08 | 20:22 | 04:40 | 03:27 |
 | Yasha | 32 | 31.07% | 45.2 | 40.63% | +5.42% | +9.37% | -3.13% | -1.64% | 22:20 | 11:19 | 18:06 | 20:36 | 25:44 | 43:04 | 07:38 | 05:39 |
 | Manta Style | 30 | 29.13% | 42.9 | 40.00% | +4.38% | +47.50% | -11.43% | -6.20% | 29:17 | 21:05 | 23:34 | 26:52 | 33:04 | 58:20 | 09:30 | 07:02 |
 | Satanic | 6 | 5.83% | 40.5 | 66.67% | +31.62% | +33.33% | +33.33% | 0.00% | 38:11 | 33:26 | 33:44 | 34:54 | 42:24 | 43:44 | 08:40 | 06:25 |
 | Eye of Skadi | 15 | 14.56% | 38.1 | 46.67% | +11.44% | -21.67% | +3.33% | 0.00% | 38:11 | 27:41 | 32:46 | 36:05 | 37:31 | 56:16 | 04:45 | 03:31 |
 | Hand of Midas | 2 | 1.94% | 35.7 | 100.00% | +64.36% | 0.00% | 0.00% | 0.00% | 11:44 | 11:09 | 11:09 | 12:19 | 12:19 | 12:19 | 01:10 | 00:51 |
 | Moon Shard | 7 | 6.80% | 33.3 | 57.14% | +21.72% | -7.14% | -7.14% | 0.00% | 59:15 | 46:35 | 53:54 | 57:00 | 1:04:52 | 1:09:45 | 10:58 | 08:07 |
 | Wind Lace | 12 | 11.65% | 31.0 | 41.67% | +5.41% | +58.33% | -8.34% | 0.00% | 10:11 | 01:58 | 05:00 | 06:57 | 11:51 | 27:35 | 06:51 | 05:04 |
 | Daedalus | 14 | 13.59% | 28.6 | 35.71% | -1.37% | +39.29% | -2.38% | 0.00% | 37:34 | 31:00 | 33:50 | 35:49 | 41:01 | 50:36 | 07:11 | 05:19 |
 | Cornucopia | 1 | 0.97% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.97% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Boots of Travel 2 | 2 | 1.94% | 21.4 | 50.00% | +13.37% | +50.00% | 0.00% | 0.00% | 56:09 | 53:24 | 53:24 | 58:53 | 58:53 | 58:53 | 05:29 | 04:03 |
 | Mjollnir | 2 | 1.94% | 19.0 | 50.00% | +13.37% | +50.00% | 0.00% | 0.00% | 42:04 | 37:51 | 37:51 | 46:17 | 46:17 | 46:17 | 08:26 | 06:14 |
 | Divine Rapier | 2 | 1.94% | 16.7 | 50.00% | +13.37% | -50.00% | 0.00% | 0.00% | 58:53 | 50:38 | 50:38 | 1:07:08 | 1:07:08 | 1:07:08 | 16:30 | 12:13 |
 | Refresher Orb | 2 | 1.94% | 14.3 | 50.00% | +13.37% | +50.00% | 0.00% | 0.00% | 49:23 | 45:41 | 45:41 | 53:04 | 53:04 | 53:04 | 07:23 | 05:28 |
 | Maelstrom | 3 | 2.91% | 11.9 | 33.33% | -3.67% | +66.67% | 0.00% | 0.00% | 40:27 | 35:28 | 35:28 | 40:01 | 45:51 | 45:51 | 10:23 | 07:41 |
 | Javelin | 3 | 2.91% | 9.5 | 33.33% | -3.67% | +66.67% | 0.00% | 0.00% | 40:27 | 35:28 | 35:28 | 40:01 | 45:51 | 45:51 | 10:23 | 07:41 |
 | Falcon Blade | 5 | 4.85% | 7.1 | 0.00% | -38.78% | 0.00% | 0.00% | 0.00% | 09:25 | 06:23 | 06:23 | 09:25 | 11:34 | 12:45 | 05:11 | 03:50 |
 | Aeon Disk | 1 | 0.97% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 1.94% | 2.4 | 0.00% | -37.62% | 0.00% | 0.00% | 0.00% | 37:33 | 35:14 | 35:14 | 39:52 | 39:52 | 39:52 | 04:38 | 03:25 |