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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 | 35 | 32.11% | 100.0 | 82.86% | +54.48% | +17.14% | +6.03% | -1.26% | 36:22 | 26:21 | 31:20 | 34:12 | 40:11 | 55:32 | 08:51 | 06:33 |
 | Abyssal Blade | 36 | 33.03% | 97.5 | 80.56% | +51.79% | +19.44% | +8.33% | -1.37% | 37:01 | 27:42 | 32:21 | 34:54 | 40:28 | 55:37 | 08:07 | 06:00 |
 | Aghanim's Blessing | 27 | 24.77% | 95.0 | 77.78% | +42.41% | -6.35% | +7.93% | 0.00% | 42:47 | 34:21 | 38:22 | 42:29 | 45:16 | 56:11 | 06:54 | 05:06 |
 | Skull Basher | 54 | 49.54% | 92.5 | 66.67% | +41.22% | +4.76% | -5.13% | -1.52% | 31:06 | 19:46 | 26:47 | 30:30 | 33:17 | 50:55 | 06:30 | 04:48 |
 | Morbid Mask | 12 | 11.01% | 90.0 | 83.33% | +42.09% | -16.66% | -16.66% | 0.00% | 37:15 | 27:50 | 33:19 | 36:35 | 39:05 | 51:09 | 05:46 | 04:16 |
 | Ring of Health | 52 | 47.71% | 87.5 | 65.38% | +37.31% | -3.84% | +11.54% | 0.51% | 21:44 | 02:32 | 04:15 | 17:04 | 34:11 | 55:32 | 29:56 | 22:10 |
 | Aghanim's Scepter | 68 | 62.39% | 85.0 | 60.29% | +38.34% | +10.30% | -13.23% | -4.14% | 29:34 | 17:34 | 26:58 | 29:34 | 32:39 | 43:37 | 05:41 | 04:12 |
 | Satanic | 10 | 9.17% | 82.5 | 80.00% | +37.58% | -13.33% | +20.00% | 0.00% | 41:25 | 31:19 | 36:35 | 38:27 | 43:27 | 58:38 | 06:52 | 05:05 |
 | Aghanim's Shard | 64 | 58.72% | 80.0 | 54.69% | +21.36% | +7.81% | +7.81% | 0.00% | 29:47 | 21:17 | 25:05 | 28:13 | 31:29 | 55:01 | 06:24 | 04:44 |
 | Monkey King Bar | 9 | 8.26% | 77.5 | 77.78% | +34.78% | +22.22% | +22.22% | 0.00% | 37:29 | 27:23 | 29:47 | 36:51 | 42:42 | 46:35 | 12:55 | 09:34 |
 | Desolator | 89 | 81.65% | 75.0 | 49.44% | +19.44% | +18.74% | -31.26% | -8.47% | 23:39 | 15:20 | 20:22 | 24:14 | 26:16 | 33:02 | 05:54 | 04:22 |
 | Black King Bar | 98 | 89.91% | 72.5 | 46.94% | +10.58% | +5.06% | +11.39% | 1.78% | 23:00 | 17:48 | 20:13 | 21:48 | 23:46 | 44:04 | 03:33 | 02:37 |
 | Blight Stone | 106 | 97.25% | 70.0 | 46.23% | +12.90% | +1.92% | -15.46% | -1.33% | 06:22 | -01:29 | -01:17 | 01:37 | 14:20 | 28:09 | 15:37 | 11:34 |
 | Orb of Corrosion | 44 | 40.37% | 67.5 | 52.27% | +10.73% | -15.91% | +2.28% | 10.11% | 07:27 | 02:19 | 03:30 | 04:01 | 05:18 | 28:39 | 01:48 | 01:20 |
 | Power Treads | 109 | 100.00% | 65.0 | 45.87% | +45.87% | -8.83% | +2.28% | 3.90% | 07:55 | 03:16 | 06:04 | 07:18 | 08:55 | 17:25 | 02:51 | 02:06 |
 | Boots of Speed | 109 | 100.00% | 62.5 | 45.87% | +45.87% | -5.13% | -5.13% | 0.00% | 06:21 | 03:16 | 04:48 | 05:46 | 06:55 | 17:22 | 02:07 | 01:34 |
 | Quelling Blade | 109 | 100.00% | 60.0 | 45.87% | +45.87% | +2.28% | +5.98% | 0.00% | -00:58 | -01:30 | -01:29 | -01:29 | -01:29 | 12:55 | 00:00 | 00:00 |
 | Battle Fury | 108 | 99.08% | 57.5 | 45.37% | -54.63% | -0.93% | -26.85% | -10.44% | 14:57 | 10:47 | 13:45 | 14:42 | 16:14 | 20:10 | 02:29 | 01:50 |
 | Fluffy Hat | 45 | 41.28% | 55.0 | 51.11% | +8.92% | -5.66% | +3.44% | 4.37% | 06:39 | 01:28 | 02:31 | 03:19 | 04:36 | 28:39 | 02:05 | 01:32 |
 | Orb of Venom | 45 | 41.28% | 52.5 | 51.11% | +8.92% | +21.62% | +3.44% | -6.95% | 05:36 | -01:29 | 01:52 | 02:52 | 04:29 | 28:38 | 02:37 | 01:56 |
 | Magic Stick | 94 | 86.24% | 50.0 | 44.68% | -8.65% | -3.01% | -1.20% | 1.81% | 00:33 | -01:30 | -01:29 | -01:29 | 00:51 | 25:05 | 02:20 | 01:43 |
 | Yasha | 8 | 7.34% | 47.5 | 75.00% | +31.44% | -25.00% | +25.00% | 0.00% | 19:02 | 16:22 | 16:35 | 18:58 | 19:57 | 21:48 | 03:22 | 02:29 |
 | Nullifier | 19 | 17.43% | 45.0 | 57.89% | +14.56% | -37.89% | +42.11% | 0.00% | 38:06 | 28:25 | 32:13 | 36:18 | 38:01 | 59:16 | 05:48 | 04:17 |
 | Helm of Iron Will | 19 | 17.43% | 42.5 | 57.89% | +14.56% | -37.89% | +42.11% | 0.00% | 37:22 | 26:32 | 32:06 | 35:22 | 37:40 | 58:58 | 05:34 | 04:07 |
 | Cornucopia | 83 | 76.15% | 40.0 | 43.37% | -10.48% | -5.27% | -14.80% | -3.16% | 09:25 | 03:11 | 07:38 | 09:11 | 10:39 | 17:20 | 03:01 | 02:14 |
 | Void Stone | 25 | 22.94% | 37.5 | 52.00% | +7.95% | -2.00% | -18.67% | 0.00% | 13:20 | 07:17 | 12:05 | 13:49 | 15:03 | 17:44 | 02:58 | 02:11 |
 | Javelin | 11 | 10.09% | 35.0 | 63.64% | +19.76% | +36.36% | +3.03% | 0.00% | 35:29 | 21:04 | 30:47 | 34:19 | 41:31 | 46:14 | 10:44 | 07:57 |
 | Eye of Skadi | 3 | 2.75% | 32.5 | 100.00% | +55.66% | 0.00% | 0.00% | 0.00% | 40:44 | 39:09 | 39:09 | 39:23 | 43:40 | 43:40 | 04:31 | 03:20 |
 | Manta Style | 7 | 6.42% | 30.0 | 71.43% | +27.31% | +28.57% | -21.43% | 0.00% | 20:57 | 18:28 | 19:18 | 20:21 | 22:42 | 23:09 | 03:24 | 02:31 |
 | Magic Wand | 71 | 65.14% | 27.5 | 39.44% | -18.45% | -6.11% | +21.67% | 3.86% | 06:07 | -01:29 | 01:26 | 03:08 | 08:38 | 26:13 | 07:12 | 05:20 |
 | Divine Rapier | 25 | 22.94% | 25.0 | 48.00% | +2.76% | +2.00% | +35.33% | 0.00% | 41:35 | 32:20 | 36:22 | 39:31 | 42:55 | 57:58 | 06:33 | 04:51 |
 | Wraith Band | 32 | 29.36% | 22.5 | 40.63% | -7.42% | -15.63% | +9.37% | 1.78% | 09:21 | 00:23 | 02:11 | 03:43 | 16:12 | 28:21 | 14:01 | 10:22 |
 | Boots of Travel 2 | 2 | 1.83% | 20.0 | 100.00% | +55.14% | 0.00% | 0.00% | 0.00% | 51:56 | 46:42 | 46:42 | 57:09 | 57:09 | 57:09 | 10:27 | 07:44 |
 | Refresher Orb | 5 | 4.59% | 17.5 | 60.00% | +14.81% | +40.00% | +40.00% | 0.00% | 49:11 | 39:44 | 39:44 | 42:21 | 50:36 | 1:13:06 | 10:52 | 08:02 |
 | Sange | 1 | 0.92% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.92% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 00:00 | 00:00 |
 | Bottle | 1 | 0.92% | 10.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.92% | 7.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Wind Lace | 5 | 4.59% | 5.0 | 40.00% | -6.15% | +60.00% | -40.00% | 0.00% | 15:22 | 13:14 | 13:14 | 15:49 | 16:15 | 16:32 | 03:01 | 02:14 |
 | Linken's Sphere | 9 | 8.26% | 2.5 | 22.22% | -25.78% | -22.22% | -22.22% | 0.00% | 40:34 | 28:13 | 30:23 | 37:43 | 46:36 | 56:23 | 16:13 | 12:00 |