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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 | 18 | 16.98% | 100.0 | 66.67% | +35.99% | +13.33% | +8.33% | 0.00% | 34:10 | 18:23 | 25:55 | 36:20 | 41:33 | 48:48 | 15:38 | 11:34 |
 | Silver Edge | 51 | 48.11% | 97.6 | 50.98% | +27.34% | -4.83% | -12.52% | -1.08% | 35:05 | 25:12 | 30:33 | 35:03 | 37:40 | 49:00 | 07:07 | 05:16 |
 | Shadow Blade | 60 | 56.60% | 95.2 | 48.33% | +26.59% | +18.34% | -8.33% | -3.13% | 31:42 | 20:37 | 26:27 | 31:05 | 34:59 | 49:00 | 08:32 | 06:19 |
 | Crystalys | 66 | 62.26% | 92.9 | 45.45% | +22.95% | +7.49% | -14.20% | -2.57% | 33:05 | 23:59 | 28:22 | 33:04 | 36:48 | 48:20 | 08:26 | 06:14 |
 | Blink Dagger | 22 | 20.75% | 90.5 | 54.55% | +22.41% | -4.55% | -34.55% | -2.17% | 39:58 | 27:23 | 32:47 | 37:57 | 46:35 | 60:19 | 13:48 | 10:13 |
 | Swift Blink | 15 | 14.15% | 88.1 | 60.00% | +27.03% | +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 | 25.47% | 85.7 | 51.85% | +20.20% | +5.29% | -8.99% | -1.70% | 34:00 | 23:34 | 28:29 | 34:25 | 36:52 | 55:41 | 08:23 | 06:12 |
 | Ring of Health | 28 | 26.42% | 83.3 | 50.00% | +17.95% | +21.43% | +7.14% | -1.43% | 34:29 | 19:49 | 27:52 | 34:30 | 37:50 | 55:32 | 09:58 | 07:22 |
 | Black King Bar | 84 | 79.25% | 81.0 | 40.48% | +17.75% | +11.90% | -11.91% | -3.86% | 26:32 | 16:07 | 23:27 | 25:26 | 29:37 | 39:28 | 06:10 | 04:34 |
 | Void Stone | 29 | 27.36% | 78.6 | 48.28% | +15.81% | -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 | 6.60% | 76.2 | 71.43% | +37.09% | +28.57% | +28.57% | 0.00% | 38:50 | 31:30 | 33:00 | 38:14 | 40:32 | 53:12 | 07:32 | 05:34 |
 | Hurricane Pike | 103 | 97.17% | 73.8 | 37.86% | +37.86% | +4.45% | -10.94% | -4.31% | 18:40 | 13:45 | 16:00 | 17:31 | 19:34 | 37:51 | 03:34 | 02:38 |
 | Ring of Basilius | 14 | 13.21% | 71.4 | 57.14% | +23.44% | -7.14% | -23.81% | 0.00% | 08:37 | 01:48 | 06:52 | 07:59 | 10:21 | 12:56 | 03:29 | 02:34 |
 | Force Staff | 104 | 98.11% | 69.0 | 37.50% | +37.50% | +8.65% | -10.58% | -4.89% | 17:59 | 13:07 | 15:10 | 16:56 | 19:06 | 37:39 | 03:56 | 02:54 |
 | Fluffy Hat | 104 | 98.11% | 66.7 | 37.50% | +37.50% | -6.73% | +0.96% | 1.88% | 15:47 | 03:02 | 13:07 | 14:58 | 17:12 | 37:39 | 04:05 | 03:01 |
 | Power Treads | 106 | 100.00% | 64.3 | 36.79% | +36.79% | +7.65% | +5.52% | -1.09% | 07:09 | 04:36 | 06:05 | 06:58 | 08:02 | 13:06 | 01:57 | 01:26 |
 | Dragon Lance | 106 | 100.00% | 61.9 | 36.79% | +36.79% | +3.95% | +1.67% | -1.12% | 12:02 | 09:03 | 10:53 | 11:45 | 12:55 | 19:37 | 02:02 | 01:30 |
 | Boots of Speed | 106 | 100.00% | 59.5 | 36.79% | +36.79% | +0.25% | +1.67% | 0.66% | 04:15 | 01:53 | 03:05 | 04:13 | 05:15 | 07:49 | 02:10 | 01:36 |
 | Quelling Blade | 45 | 42.45% | 57.1 | 42.22% | +9.43% | +21.42% | -5.86% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 02:01 | 00:00 | 00:00 |
 | Wraith Band | 97 | 91.51% | 54.8 | 36.08% | -8.36% | -2.75% | -6.91% | -3.84% | 02:36 | 00:57 | 01:41 | 02:12 | 02:46 | 08:56 | 01:05 | 00:48 |
 | Magic Stick | 72 | 67.92% | 52.4 | 37.50% | +2.21% | +29.17% | -4.17% | -33.34% | 01:11 | -01:30 | -01:29 | -01:29 | 02:20 | 20:00 | 03:49 | 02:49 |
 | Aghanim's Shard | 95 | 89.62% | 50.0 | 34.74% | -19.81% | +2.76% | -1.41% | -1.11% | 19:31 | 15:00 | 16:23 | 18:06 | 20:08 | 50:15 | 03:45 | 02:46 |
 | Magic Wand | 70 | 66.04% | 47.6 | 35.71% | -3.18% | -7.93% | +11.35% | 4.15% | 06:26 | -01:29 | 03:29 | 06:05 | 08:08 | 20:22 | 04:39 | 03:26 |
 | Yasha | 34 | 32.08% | 45.2 | 41.18% | +6.46% | +14.38% | -3.68% | -2.37% | 22:07 | 11:19 | 18:06 | 20:36 | 25:44 | 43:04 | 07:38 | 05:39 |
 | Manta Style | 31 | 29.25% | 42.9 | 41.94% | +7.27% | +45.56% | -16.94% | -7.05% | 29:02 | 21:05 | 23:13 | 26:52 | 32:05 | 58:20 | 08:52 | 06:34 |
 | Satanic | 6 | 5.66% | 40.5 | 66.67% | +31.67% | +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 | 14.15% | 38.1 | 46.67% | +11.51% | -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 | 1.89% | 35.7 | 100.00% | +64.42% | 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 | 6.60% | 33.3 | 57.14% | +21.79% | -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 | 13 | 12.26% | 31.0 | 38.46% | +1.90% | +61.54% | -38.46% | 0.00% | 10:55 | 01:58 | 05:00 | 09:52 | 14:28 | 27:35 | 09:28 | 07:00 |
 | Daedalus | 15 | 14.15% | 28.6 | 33.33% | -4.03% | +41.67% | -8.33% | 0.00% | 38:04 | 31:00 | 33:50 | 38:28 | 41:01 | 50:36 | 07:11 | 05:19 |
 | Boots of Travel 2 | 3 | 2.83% | 26.2 | 66.67% | +30.75% | +33.33% | 0.00% | 0.00% | 55:17 | 53:24 | 53:24 | 53:33 | 58:53 | 58:53 | 05:29 | 04:03 |
 | Scythe of Vyse | 1 | 0.94% | 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 |
 | Cornucopia | 1 | 0.94% | 21.4 | 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 |
 | Mjollnir | 2 | 1.89% | 19.0 | 50.00% | +13.46% | +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 | 1.89% | 16.7 | 50.00% | +13.46% | -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 | 1.89% | 14.3 | 50.00% | +13.46% | +50.00% | 0.00% | 0.00% | 49:23 | 45:41 | 45:41 | 53:04 | 53:04 | 53:04 | 07:23 | 05:28 |
 | Maelstrom | 3 | 2.83% | 11.9 | 33.33% | -3.56% | +66.67% | 0.00% | 0.00% | 40:27 | 35:28 | 35:28 | 40:01 | 45:51 | 45:51 | 10:23 | 07:41 |
 | Javelin | 3 | 2.83% | 9.5 | 33.33% | -3.56% | +66.67% | 0.00% | 0.00% | 40:27 | 35:28 | 35:28 | 40:01 | 45:51 | 45:51 | 10:23 | 07:41 |
 | Aeon Disk | 1 | 0.94% | 7.1 | 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 |
 | Falcon Blade | 5 | 4.72% | 4.8 | 0.00% | -38.61% | 0.00% | 0.00% | 0.00% | 09:25 | 06:23 | 06:23 | 09:25 | 11:34 | 12:45 | 05:11 | 03:50 |
 | Aghanim's Scepter | 3 | 2.83% | 2.4 | 0.00% | -37.86% | 0.00% | 0.00% | 0.00% | 34:14 | 27:37 | 27:37 | 35:14 | 39:52 | 39:52 | 12:15 | 09:04 |