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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 | |
 | Vanguard | 40 | 43.01% | 100.0 | 82.50% | +54.20% | +17.50% | -22.50% | -6.63% | 31:39 | 23:36 | 28:16 | 30:22 | 34:18 | 40:40 | 06:02 | 04:28 |
 | Abyssal Blade | 39 | 41.94% | 97.5 | 82.05% | +52.42% | +17.95% | -32.05% | -7.67% | 32:20 | 25:31 | 29:13 | 31:23 | 35:44 | 41:01 | 06:31 | 04:49 |
 | Skull Basher | 51 | 54.84% | 95.0 | 76.47% | +55.04% | +23.53% | -30.32% | -14.30% | 27:53 | 21:31 | 25:34 | 27:35 | 29:20 | 37:11 | 03:46 | 02:47 |
 | Aghanim's Shard | 6 | 6.45% | 92.5 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 35:37 | 26:29 | 27:55 | 31:22 | 38:28 | 54:36 | 10:33 | 07:48 |
 | Morbid Mask | 18 | 19.35% | 90.0 | 77.78% | +32.45% | -37.78% | -2.78% | 6.36% | 33:59 | 24:06 | 30:45 | 32:56 | 36:15 | 50:20 | 05:30 | 04:04 |
 | Satanic | 17 | 18.28% | 87.5 | 76.47% | +30.42% | -1.47% | -1.47% | 0.00% | 35:36 | 26:57 | 32:45 | 34:35 | 37:54 | 42:34 | 05:09 | 03:48 |
 | Aghanim's Scepter | 19 | 20.43% | 85.0 | 68.42% | +21.12% | -8.42% | +11.58% | 3.83% | 35:51 | 20:06 | 31:33 | 35:12 | 36:46 | 51:15 | 05:13 | 03:51 |
 | Desolator | 68 | 73.12% | 82.5 | 55.88% | +15.88% | +20.59% | -32.35% | -8.73% | 21:51 | 11:52 | 18:40 | 20:46 | 24:44 | 31:52 | 06:04 | 04:29 |
 | Black King Bar | 81 | 87.10% | 80.0 | 54.32% | +20.99% | +15.68% | +0.68% | -4.84% | 22:55 | 18:11 | 20:58 | 22:37 | 24:04 | 45:58 | 03:06 | 02:17 |
 | Magic Wand | 61 | 65.59% | 77.5 | 55.74% | +11.99% | -2.41% | -2.41% | 0.00% | 06:57 | 00:44 | 02:43 | 05:06 | 09:32 | 21:34 | 06:49 | 05:02 |
 | Ring of Health | 92 | 98.92% | 75.0 | 52.17% | +52.17% | +8.70% | 0.00% | -0.88% | 09:41 | 02:27 | 04:16 | 09:14 | 14:11 | 32:28 | 09:55 | 07:20 |
 | Quelling Blade | 93 | 100.00% | 72.5 | 51.61% | +51.61% | +13.61% | -3.78% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:18 | 00:00 | 00:00 |
 | Boots of Speed | 93 | 100.00% | 70.0 | 51.61% | +51.61% | -12.48% | -12.48% | 0.00% | 05:56 | 01:44 | 04:06 | 05:13 | 06:15 | 15:23 | 02:09 | 01:35 |
 | Blight Stone | 92 | 98.92% | 67.5 | 51.09% | -48.91% | +9.78% | -3.26% | -0.91% | 11:42 | -01:29 | 02:34 | 15:02 | 16:57 | 27:11 | 14:23 | 10:39 |
 | Battle Fury | 90 | 96.77% | 65.0 | 51.11% | -15.56% | +14.11% | -28.38% | -16.77% | 14:34 | 09:52 | 13:26 | 14:32 | 15:58 | 19:10 | 02:32 | 01:52 |
 | Void Stone | 90 | 96.77% | 62.5 | 51.11% | -15.56% | +1.06% | -5.66% | -1.69% | 12:43 | 04:52 | 10:52 | 12:40 | 14:50 | 19:10 | 03:58 | 02:56 |
 | Magic Stick | 75 | 80.65% | 60.0 | 52.00% | +2.00% | +0.63% | -4.63% | -3.67% | 02:26 | -01:29 | -01:29 | 01:00 | 02:55 | 25:19 | 04:24 | 03:15 |
 | Power Treads | 87 | 93.55% | 57.5 | 50.57% | -16.10% | +8.52% | -9.66% | -5.62% | 09:07 | 04:20 | 06:32 | 07:52 | 09:46 | 17:37 | 03:14 | 02:23 |
 | Wraith Band | 37 | 39.78% | 55.0 | 54.05% | +4.05% | -9.61% | +1.51% | 6.35% | 02:35 | 00:42 | 01:42 | 02:08 | 03:27 | 07:39 | 01:45 | 01:17 |
 | Orb of Corrosion | 20 | 21.51% | 52.5 | 60.00% | +10.68% | -20.00% | 0.00% | 10.53% | 05:44 | 01:48 | 02:54 | 03:44 | 04:48 | 22:26 | 01:54 | 01:24 |
 | Fluffy Hat | 20 | 21.51% | 50.0 | 60.00% | +10.68% | -20.00% | 0.00% | 9.68% | 05:04 | 01:05 | 02:00 | 03:01 | 04:04 | 22:04 | 02:04 | 01:31 |
 | Aghanim's Blessing | 8 | 8.60% | 47.5 | 75.00% | +25.59% | +25.00% | +25.00% | 0.00% | 45:10 | 37:01 | 37:30 | 45:45 | 48:17 | 51:15 | 10:47 | 07:59 |
 | Orb of Venom | 27 | 29.03% | 45.0 | 51.85% | +0.33% | +5.29% | +5.29% | 0.00% | 02:53 | -01:29 | -01:29 | 01:32 | 02:34 | 22:04 | 04:03 | 03:00 |
 | Chainmail | 5 | 5.38% | 42.5 | 80.00% | +30.00% | -80.00% | +20.00% | 0.00% | 07:57 | 04:21 | 04:21 | 07:49 | 08:15 | 14:06 | 03:54 | 02:53 |
 | Phase Boots | 5 | 5.38% | 40.0 | 80.00% | +30.00% | -80.00% | +20.00% | 0.00% | 08:47 | 05:17 | 05:17 | 08:29 | 09:22 | 14:26 | 04:05 | 03:01 |
 | Sange and Yasha | 12 | 12.90% | 37.5 | 58.33% | +7.71% | -25.00% | +8.34% | 0.00% | 28:10 | 20:25 | 24:59 | 27:21 | 30:53 | 40:18 | 05:54 | 04:22 |
 | Sange | 12 | 12.90% | 35.0 | 58.33% | +7.71% | -25.00% | +8.34% | 0.00% | 27:21 | 20:25 | 24:28 | 26:40 | 28:00 | 40:18 | 03:32 | 02:37 |
 | Yasha | 12 | 12.90% | 32.5 | 58.33% | +7.71% | -25.00% | +41.67% | 0.00% | 26:32 | 16:06 | 22:29 | 26:21 | 28:28 | 40:18 | 05:59 | 04:25 |
 | Eye of Skadi | 2 | 2.15% | 30.0 | 100.00% | +49.45% | 0.00% | 0.00% | 0.00% | 40:25 | 32:37 | 32:37 | 48:13 | 48:13 | 48:13 | 15:36 | 11:33 |
 | Helm of Iron Will | 7 | 7.53% | 27.5 | 57.14% | +5.98% | +42.86% | -57.14% | 0.00% | 39:19 | 30:41 | 31:16 | 32:44 | 34:39 | 1:11:20 | 03:23 | 02:30 |
 | Nullifier | 6 | 6.45% | 25.0 | 50.00% | -1.72% | +50.00% | -50.00% | 0.00% | 40:43 | 31:40 | 31:43 | 31:49 | 43:13 | 1:11:36 | 11:30 | 08:31 |
 | Heart of Tarrasque | 1 | 1.08% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.08% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:46 | 58:46 | 58:46 | 58:46 | 58:46 | 58:46 | 00:00 | 00:00 |
 | Wind Lace | 5 | 5.38% | 17.5 | 40.00% | -12.27% | +60.00% | -40.00% | 0.00% | 16:08 | 12:50 | 12:50 | 15:08 | 15:47 | 23:15 | 02:57 | 02:11 |
 | Divine Rapier | 6 | 6.45% | 15.0 | 33.33% | -19.54% | -33.33% | -33.33% | 0.00% | 45:20 | 34:34 | 38:14 | 43:45 | 53:49 | 57:00 | 15:35 | 11:32 |
 | Crystalys | 1 | 1.08% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.08% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:24 | 1:01:24 | 1:01:24 | 1:01:24 | 1:01:24 | 1:01:24 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.08% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |
 | Buckler | 1 | 1.08% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.08% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |