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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 | |
 | Guardian Greaves | 13 | 59.09% | 100.0 | 84.62% | +62.40% | +15.38% | -17.95% | -13.98% | 17:57 | 14:45 | 15:27 | 16:19 | 17:50 | 30:35 | 02:23 | 01:45 |
 | Buckler | 16 | 72.73% | 98.3 | 81.25% | +81.25% | +18.75% | -31.25% | -7.59% | 17:57 | 10:47 | 12:25 | 15:21 | 19:00 | 40:13 | 06:35 | 04:52 |
 | Mekansm | 14 | 63.64% | 96.6 | 78.57% | +53.57% | +21.43% | -11.90% | -13.98% | 12:02 | 08:54 | 10:37 | 11:34 | 13:00 | 18:02 | 02:23 | 01:45 |
 | Headdress | 14 | 63.64% | 94.8 | 78.57% | +53.57% | -3.57% | -11.90% | -3.65% | 08:36 | 05:20 | 07:36 | 08:18 | 09:53 | 11:29 | 02:17 | 01:41 |
 | Arcane Boots | 14 | 63.64% | 93.1 | 78.57% | +53.57% | -3.57% | +21.43% | 12.10% | 06:11 | 03:29 | 04:51 | 06:03 | 06:55 | 09:58 | 02:04 | 01:31 |
 | Morbid Mask | 4 | 18.18% | 91.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:06 | 26:04 | 26:04 | 26:31 | 29:40 | 30:10 | 03:36 | 02:40 |
 | Vladmir's Offering | 4 | 18.18% | 89.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:50 | 26:42 | 26:42 | 27:47 | 30:15 | 30:36 | 03:33 | 02:37 |
 | Ring of Basilius | 4 | 18.18% | 87.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 26:49 | 23:24 | 23:24 | 26:30 | 27:42 | 29:39 | 04:18 | 03:11 |
 | Aghanim's Scepter | 10 | 45.45% | 86.2 | 80.00% | +38.33% | -46.67% | +20.00% | 15.94% | 26:21 | 21:08 | 23:43 | 25:58 | 27:54 | 33:37 | 04:11 | 03:05 |
 | Ring of Health | 11 | 50.00% | 84.5 | 72.73% | +27.28% | -6.06% | +27.27% | 1.36% | 25:42 | 03:12 | 11:33 | 20:27 | 36:00 | 56:40 | 24:27 | 18:06 |
 | Void Stone | 6 | 27.27% | 82.8 | 83.33% | +33.33% | -33.33% | +16.67% | 4.52% | 36:24 | 27:13 | 29:36 | 30:54 | 40:39 | 54:47 | 11:03 | 08:11 |
 | Skull Basher | 6 | 27.27% | 81.0 | 83.33% | +33.33% | -33.33% | +16.67% | 2.37% | 40:26 | 27:41 | 28:02 | 38:20 | 49:07 | 51:14 | 21:05 | 15:37 |
 | Chainmail | 22 | 100.00% | 79.3 | 59.09% | +59.09% | -9.09% | +0.91% | 2.49% | 08:52 | 04:54 | 06:23 | 08:41 | 10:24 | 17:03 | 04:01 | 02:58 |
 | Ring of Protection | 22 | 100.00% | 77.6 | 59.09% | +59.09% | -9.09% | +20.91% | 4.47% | 09:52 | -01:29 | 06:29 | 10:29 | 13:12 | 30:35 | 06:43 | 04:58 |
 | Boots of Speed | 22 | 100.00% | 75.9 | 59.09% | +59.09% | -9.09% | +0.91% | 6.45% | 03:46 | 01:59 | 02:42 | 03:35 | 04:15 | 07:56 | 01:33 | 01:08 |
 | Vanguard | 3 | 13.64% | 74.1 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 26:50 | 06:03 | 06:03 | 36:44 | 37:42 | 37:42 | 31:39 | 23:26 |
 | Heaven's Halberd | 3 | 13.64% | 72.4 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 44:02 | 38:32 | 38:32 | 45:23 | 48:10 | 48:10 | 09:38 | 07:08 |
 | Sange | 3 | 13.64% | 70.7 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 42:20 | 34:32 | 34:32 | 44:57 | 47:32 | 47:32 | 13:00 | 09:37 |
 | Quelling Blade | 19 | 86.36% | 69.0 | 57.89% | -8.78% | +2.11% | +22.11% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Wand | 20 | 90.91% | 67.2 | 55.00% | -45.00% | +25.00% | -15.00% | -7.08% | 04:58 | -01:29 | 02:16 | 04:50 | 07:55 | 11:04 | 05:39 | 04:11 |
 | Wind Lace | 5 | 22.73% | 65.5 | 80.00% | +27.06% | +20.00% | +20.00% | 0.00% | 16:52 | 06:02 | 06:02 | 16:44 | 21:49 | 29:00 | 15:47 | 11:41 |
 | Magic Stick | 18 | 81.82% | 63.8 | 50.00% | -50.00% | +10.00% | -50.00% | -13.33% | 02:23 | -01:29 | -01:29 | 00:55 | 05:59 | 10:37 | 07:28 | 05:31 |
 | Pipe of Insight | 6 | 27.27% | 62.1 | 66.67% | +10.42% | +33.33% | -66.67% | -12.90% | 19:38 | 15:01 | 15:07 | 20:34 | 22:52 | 23:18 | 07:45 | 05:44 |
 | Bracer | 6 | 27.27% | 60.3 | 66.67% | +10.42% | -16.67% | +33.33% | 22.39% | 02:47 | 01:33 | 01:46 | 02:15 | 04:00 | 04:24 | 02:14 | 01:39 |
 | Medallion of Courage | 2 | 9.09% | 58.6 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 24:53 | 20:45 | 20:45 | 29:00 | 29:00 | 29:00 | 08:15 | 06:06 |
 | Octarine Core | 2 | 9.09% | 56.9 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 35:50 | 33:26 | 33:26 | 38:13 | 38:13 | 38:13 | 04:47 | 03:32 |
 | Linken's Sphere | 2 | 9.09% | 55.2 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 40:23 | 40:07 | 40:07 | 40:39 | 40:39 | 40:39 | 00:32 | 00:23 |
 | Solar Crest | 2 | 9.09% | 53.4 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 26:52 | 24:27 | 24:27 | 29:16 | 29:16 | 29:16 | 04:49 | 03:34 |
 | Crown | 2 | 9.09% | 51.7 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 25:25 | 21:49 | 21:49 | 29:00 | 29:00 | 29:00 | 07:11 | 05:19 |
 | Abyssal Blade | 2 | 9.09% | 50.0 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 39:23 | 36:52 | 36:52 | 41:54 | 41:54 | 41:54 | 05:02 | 03:43 |
 | Blight Stone | 5 | 22.73% | 48.3 | 60.00% | +1.18% | -60.00% | +40.00% | 17.00% | 20:43 | 15:54 | 15:54 | 20:45 | 21:47 | 29:00 | 05:53 | 04:21 |
 | Soul Ring | 10 | 45.45% | 46.6 | 40.00% | -35.00% | +26.67% | -40.00% | -11.66% | 07:05 | 02:49 | 03:42 | 07:47 | 09:25 | 12:35 | 05:43 | 04:14 |
 | Assault Cuirass | 3 | 13.64% | 44.8 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 30:23 | 24:18 | 24:18 | 26:15 | 40:36 | 40:36 | 16:18 | 12:04 |
 | Wraith Band | 3 | 13.64% | 43.1 | 66.67% | +8.78% | -66.67% | 0.00% | 0.00% | 02:01 | 01:12 | 01:12 | 01:26 | 03:26 | 03:26 | 02:14 | 01:39 |
 | Aghanim's Shard | 11 | 50.00% | 41.4 | 36.36% | -45.46% | +30.31% | +30.31% | 0.00% | 27:51 | 16:51 | 20:14 | 24:36 | 27:31 | 49:50 | 07:17 | 05:23 |
 | Blink Dagger | 7 | 31.82% | 39.7 | 42.86% | -23.81% | +7.14% | +57.14% | 4.75% | 32:31 | 18:41 | 21:10 | 31:14 | 31:41 | 53:06 | 10:31 | 07:47 |
 | Holy Locket | 1 | 4.55% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 4.55% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 4.55% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 4.55% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 4.55% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Aether Lens | 1 | 4.55% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Cornucopia | 1 | 4.55% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:56 | 39:56 | 39:56 | 39:56 | 39:56 | 39:56 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 4.55% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 4.55% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.55% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:43 | 15:43 | 15:43 | 15:43 | 15:43 | 15:43 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 4.55% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:03 | 50:03 | 50:03 | 50:03 | 50:03 | 50:03 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 4.55% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 4.55% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 00:00 | 00:00 |
 | Echo Sabre | 6 | 27.27% | 15.5 | 33.33% | -35.42% | +16.67% | -33.33% | -15.31% | 13:20 | 11:16 | 11:55 | 11:56 | 15:11 | 15:37 | 03:16 | 02:25 |
 | Black King Bar | 6 | 27.27% | 13.8 | 33.33% | -35.42% | -33.33% | +66.67% | 10.26% | 25:23 | 16:18 | 22:04 | 22:30 | 31:49 | 34:05 | 09:45 | 07:13 |
 | Phase Boots | 8 | 36.36% | 12.1 | 25.00% | -53.57% | -25.00% | -25.00% | 0.00% | 07:48 | 05:32 | 05:47 | 07:04 | 07:51 | 11:28 | 02:04 | 01:31 |
 | Lotus Orb | 2 | 9.09% | 10.3 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 31:51 | 29:56 | 29:56 | 33:45 | 33:45 | 33:45 | 03:49 | 02:49 |
 | Desolator | 3 | 13.64% | 8.6 | 33.33% | -29.83% | +66.67% | 0.00% | 0.00% | 18:54 | 16:26 | 16:26 | 18:07 | 22:08 | 22:08 | 05:42 | 04:13 |
 | Hood of Defiance | 3 | 13.64% | 6.9 | 33.33% | -29.83% | -33.33% | 0.00% | 0.00% | 16:28 | 10:30 | 10:30 | 18:48 | 20:05 | 20:05 | 09:35 | 07:05 |
 | Mage Slayer | 1 | 4.55% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:50 | 28:50 | 28:50 | 28:50 | 28:50 | 28:50 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 4.55% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Radiance | 1 | 4.55% | 1.7 | 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 |