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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 | |
 | Blink Dagger | 6 | 9.23% | 100.0 | 100.00% | +55.93% | 0.00% | 0.00% | 0.00% | 34:03 | 24:33 | 25:47 | 31:07 | 42:49 | 43:03 | 17:02 | 12:37 |
 | Buckler | 35 | 53.85% | 98.0 | 65.71% | +35.71% | +12.07% | -21.27% | -5.10% | 24:04 | 15:08 | 20:23 | 22:51 | 26:55 | 36:19 | 06:32 | 04:50 |
 | Assault Cuirass | 33 | 50.77% | 96.1 | 63.64% | +29.26% | +23.86% | -13.64% | -5.60% | 26:52 | 19:56 | 22:50 | 25:23 | 29:32 | 36:47 | 06:42 | 04:57 |
 | Heaven's Halberd | 21 | 32.31% | 94.1 | 66.67% | +25.76% | -26.67% | +33.33% | 5.11% | 23:38 | 14:51 | 16:41 | 23:51 | 28:25 | 39:01 | 11:44 | 08:41 |
 | Ring of Protection | 39 | 60.00% | 92.2 | 58.97% | +24.35% | -8.97% | -8.97% | 0.00% | 21:24 | -01:29 | 19:04 | 21:57 | 26:40 | 36:19 | 07:36 | 05:37 |
 | Chainmail | 59 | 90.77% | 90.2 | 54.24% | +54.24% | +19.09% | -14.24% | -16.81% | 07:31 | 04:08 | 06:17 | 06:51 | 08:16 | 21:25 | 01:59 | 01:28 |
 | Phase Boots | 59 | 90.77% | 88.2 | 54.24% | +54.24% | +5.76% | -14.24% | -10.17% | 08:10 | 04:54 | 06:40 | 07:40 | 08:38 | 21:45 | 01:58 | 01:27 |
 | Scythe of Vyse | 11 | 16.92% | 86.3 | 72.73% | +28.29% | +27.27% | -6.06% | -6.87% | 37:39 | 30:14 | 33:01 | 35:20 | 37:52 | 59:49 | 04:51 | 03:35 |
 | Bracer | 46 | 70.77% | 84.3 | 54.35% | +17.51% | +3.98% | -8.90% | -5.52% | 03:17 | 01:05 | 01:43 | 03:08 | 04:03 | 08:54 | 02:20 | 01:43 |
 | Silver Edge | 13 | 20.00% | 82.4 | 69.23% | +25.00% | -35.90% | +30.77% | 9.39% | 28:38 | 19:49 | 23:38 | 28:09 | 30:44 | 38:36 | 07:06 | 05:15 |
 | Sange | 28 | 43.08% | 80.4 | 57.14% | +13.90% | 0.00% | +14.29% | 1.67% | 20:41 | 11:04 | 14:53 | 20:15 | 23:27 | 33:52 | 08:34 | 06:20 |
 | Boots of Speed | 65 | 100.00% | 78.4 | 49.23% | +49.23% | +19.52% | -17.98% | -20.27% | 04:51 | 01:16 | 03:43 | 04:44 | 05:34 | 09:44 | 01:51 | 01:22 |
 | Black King Bar | 64 | 98.46% | 76.5 | 48.44% | -51.56% | +26.56% | -23.44% | -10.20% | 17:41 | 12:43 | 14:41 | 16:26 | 19:35 | 33:33 | 04:54 | 03:37 |
 | Quelling Blade | 64 | 98.46% | 74.5 | 48.44% | -51.56% | -10.94% | +1.56% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Crystalys | 17 | 26.15% | 72.5 | 58.82% | +12.99% | -33.82% | +41.18% | 10.37% | 25:56 | 11:50 | 22:24 | 27:19 | 29:38 | 38:28 | 07:14 | 05:21 |
 | Magic Stick | 40 | 61.54% | 70.6 | 47.50% | -4.50% | +2.50% | -27.50% | -5.31% | 04:23 | -01:29 | -01:28 | 05:35 | 07:07 | 13:42 | 08:35 | 06:21 |
 | Magic Wand | 36 | 55.38% | 68.6 | 47.22% | -4.50% | -13.89% | +8.34% | 5.75% | 07:35 | -01:29 | 06:01 | 07:37 | 09:53 | 13:33 | 03:52 | 02:51 |
 | Shadow Blade | 17 | 26.15% | 66.7 | 52.94% | +5.02% | +22.06% | -2.94% | -3.44% | 25:10 | 17:39 | 21:20 | 23:32 | 28:36 | 38:28 | 07:16 | 05:22 |
 | Void Stone | 20 | 30.77% | 64.7 | 50.00% | +1.11% | -10.00% | -30.00% | -1.36% | 34:22 | 12:18 | 24:32 | 34:12 | 39:14 | 52:01 | 14:42 | 10:53 |
 | Bottle | 34 | 52.31% | 62.7 | 44.12% | -10.72% | +0.32% | -19.12% | -19.44% | 02:11 | 01:09 | 01:33 | 01:43 | 02:01 | 05:35 | 00:28 | 00:20 |
 | Armlet of Mordiggian | 14 | 21.54% | 60.8 | 50.00% | +0.98% | 0.00% | +16.67% | 8.62% | 09:04 | 06:56 | 07:56 | 08:32 | 09:52 | 13:33 | 01:56 | 01:25 |
 | Morbid Mask | 6 | 9.23% | 58.8 | 66.67% | +19.21% | -16.67% | +33.33% | 0.00% | 29:58 | 18:12 | 24:26 | 29:23 | 34:29 | 42:10 | 10:03 | 07:26 |
 | Helm of Iron Will | 18 | 27.69% | 56.9 | 44.44% | -6.62% | -24.44% | +5.56% | 5.25% | 10:23 | 02:34 | 03:01 | 03:39 | 08:44 | 44:36 | 05:43 | 04:14 |
 | Ring of Health | 9 | 13.85% | 54.9 | 55.56% | +7.35% | -5.56% | -5.56% | 0.00% | 39:43 | 22:52 | 34:38 | 39:51 | 44:09 | 49:50 | 09:31 | 07:02 |
 | Linken's Sphere | 4 | 6.15% | 52.9 | 75.00% | +27.46% | +25.00% | +25.00% | 0.00% | 36:10 | 24:13 | 24:13 | 37:50 | 39:13 | 43:24 | 15:00 | 11:06 |
 | Eye of Skadi | 2 | 3.08% | 51.0 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 27:29 | 25:41 | 25:41 | 29:17 | 29:17 | 29:17 | 03:36 | 02:40 |
 | Satanic | 5 | 7.69% | 49.0 | 60.00% | +11.67% | -60.00% | +40.00% | 0.00% | 32:58 | 24:37 | 24:37 | 32:20 | 35:18 | 43:00 | 10:41 | 07:54 |
 | Aghanim's Shard | 13 | 20.00% | 47.1 | 30.77% | -23.08% | -30.77% | +2.56% | 2.74% | 29:53 | 20:23 | 24:38 | 28:28 | 36:47 | 39:23 | 12:09 | 09:00 |
 | Aghanim's Scepter | 9 | 13.85% | 45.1 | 33.33% | -18.46% | +16.67% | -33.33% | -9.26% | 35:03 | 29:21 | 30:58 | 33:55 | 36:22 | 43:52 | 05:24 | 04:00 |
 | Wraith Pact | 1 | 1.54% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.54% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.54% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.54% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.54% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.54% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.54% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 00:00 | 00:00 |
 | Yasha | 5 | 7.69% | 29.4 | 40.00% | -10.00% | +60.00% | +60.00% | 0.00% | 23:23 | 19:34 | 19:34 | 24:11 | 25:27 | 26:14 | 05:53 | 04:21 |
 | Sange and Yasha | 5 | 7.69% | 27.5 | 40.00% | -10.00% | +60.00% | -40.00% | 0.00% | 24:42 | 19:49 | 19:49 | 24:25 | 26:42 | 30:56 | 06:53 | 05:05 |
 | Wind Lace | 5 | 7.69% | 25.5 | 40.00% | -10.00% | +60.00% | +60.00% | 0.00% | 07:16 | 03:01 | 03:01 | 07:44 | 07:53 | 12:03 | 04:52 | 03:36 |
 | Soul Ring | 2 | 3.08% | 23.5 | 50.00% | +0.79% | +50.00% | 0.00% | 0.00% | 08:17 | 07:25 | 07:25 | 09:09 | 09:09 | 09:09 | 01:44 | 01:17 |
 | Nullifier | 3 | 4.62% | 21.6 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 41:31 | 36:14 | 36:14 | 42:01 | 46:18 | 46:18 | 10:04 | 07:27 |
 | Refresher Orb | 4 | 6.15% | 19.6 | 25.00% | -25.82% | -25.00% | -25.00% | 0.00% | 44:25 | 34:55 | 34:55 | 45:30 | 47:12 | 50:03 | 12:17 | 09:05 |
 | Radiance | 4 | 6.15% | 17.6 | 25.00% | -25.82% | +75.00% | -25.00% | 0.00% | 34:25 | 22:30 | 22:30 | 24:45 | 32:42 | 57:42 | 10:12 | 07:33 |
 | Orchid Malevolence | 5 | 7.69% | 15.7 | 20.00% | -31.67% | -20.00% | -20.00% | 0.00% | 26:03 | 12:18 | 12:18 | 24:28 | 24:32 | 48:00 | 12:14 | 09:03 |
 | Urn of Shadows | 3 | 4.62% | 13.7 | 0.00% | -51.61% | 0.00% | 0.00% | 0.00% | 05:08 | 03:56 | 03:56 | 03:56 | 07:33 | 07:33 | 03:37 | 02:40 |
 | Aether Lens | 1 | 1.54% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.54% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:13 | 51:13 | 51:13 | 51:13 | 51:13 | 51:13 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.54% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 00:00 | 00:00 |
 | Spirit Vessel | 3 | 4.62% | 5.9 | 0.00% | -51.61% | 0.00% | 0.00% | 0.00% | 11:36 | 10:23 | 10:23 | 12:01 | 12:25 | 12:25 | 02:02 | 01:30 |
 | Mage Slayer | 2 | 3.08% | 3.9 | 0.00% | -50.79% | 0.00% | 0.00% | 0.00% | 41:04 | 31:17 | 31:17 | 50:51 | 50:51 | 50:51 | 19:34 | 14:29 |
 | Shiva's Guard | 2 | 3.08% | 2.0 | 0.00% | -50.79% | 0.00% | 0.00% | 0.00% | 33:07 | 31:02 | 31:02 | 35:12 | 35:12 | 35:12 | 04:10 | 03:05 |