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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 | |
 | Void Stone | 70 | 59.32% | 100.0 | 58.57% | +31.49% | -8.57% | +6.14% | 1.08% | 27:37 | 10:20 | 19:37 | 26:30 | 33:11 | 59:06 | 13:34 | 10:02 |
 | Lotus Orb | 5 | 4.24% | 98.1 | 100.00% | +56.64% | 0.00% | 0.00% | 0.00% | 36:09 | 24:03 | 24:03 | 39:31 | 40:34 | 46:14 | 16:31 | 12:14 |
 | Glimmer Cape | 28 | 23.73% | 96.3 | 64.29% | +24.29% | +21.42% | -7.15% | -4.01% | 28:38 | 13:56 | 23:17 | 28:38 | 30:25 | 52:59 | 07:08 | 05:17 |
 | Ring of Health | 10 | 8.47% | 94.4 | 80.00% | +37.41% | +20.00% | +20.00% | 0.00% | 31:39 | 13:01 | 19:38 | 28:11 | 43:06 | 46:14 | 23:28 | 17:22 |
 | Aether Lens | 59 | 50.00% | 92.6 | 55.93% | +20.34% | -9.26% | +10.74% | 1.53% | 27:07 | 14:02 | 19:29 | 26:09 | 32:32 | 55:30 | 13:03 | 09:40 |
 | Blink Dagger | 37 | 31.36% | 90.7 | 59.46% | +19.95% | -15.02% | -3.90% | 0.85% | 30:40 | 14:27 | 23:12 | 30:50 | 36:17 | 48:23 | 13:05 | 09:41 |
 | Arcane Boots | 96 | 81.36% | 88.9 | 50.00% | +22.73% | +12.50% | 0.00% | -4.31% | 11:55 | 05:35 | 09:00 | 10:26 | 11:54 | 35:02 | 02:54 | 02:08 |
 | Magic Stick | 113 | 95.76% | 87.0 | 46.02% | +6.02% | +14.69% | -6.73% | -12.48% | 01:39 | -01:29 | -01:29 | -00:48 | 03:12 | 19:59 | 04:41 | 03:28 |
 | Boots of Speed | 118 | 100.00% | 85.2 | 45.76% | +45.76% | +4.24% | -11.28% | -5.78% | 05:26 | -01:29 | 04:04 | 05:19 | 06:45 | 16:09 | 02:41 | 01:59 |
 | Magic Wand | 91 | 77.12% | 83.3 | 46.15% | +1.71% | -2.67% | -2.67% | 0.00% | 08:16 | 01:08 | 04:13 | 07:05 | 10:37 | 24:03 | 06:24 | 04:44 |
 | Force Staff | 29 | 24.58% | 81.5 | 55.17% | +12.47% | +30.54% | -26.60% | -4.11% | 30:59 | 16:58 | 22:00 | 32:23 | 35:55 | 1:02:14 | 13:55 | 10:18 |
 | Aeon Disk | 14 | 11.86% | 79.6 | 64.29% | +21.02% | +10.71% | +2.38% | -0.58% | 44:48 | 24:25 | 37:18 | 42:32 | 51:34 | 1:19:11 | 14:16 | 10:34 |
 | Scythe of Vyse | 8 | 6.78% | 77.8 | 75.00% | +31.36% | +25.00% | -25.00% | -3.03% | 47:39 | 37:12 | 37:46 | 41:34 | 54:16 | 1:01:36 | 16:30 | 12:13 |
 | Aghanim's Scepter | 34 | 28.81% | 75.9 | 50.00% | +5.95% | +5.56% | +12.50% | 0.63% | 34:03 | 20:56 | 27:45 | 32:00 | 38:42 | 1:04:27 | 10:57 | 08:06 |
 | Aghanim's Shard | 98 | 83.05% | 74.1 | 41.84% | -23.16% | +10.16% | -8.51% | -4.06% | 18:53 | 15:00 | 15:37 | 17:41 | 20:13 | 33:25 | 04:36 | 03:24 |
 | Fluffy Hat | 35 | 29.66% | 72.2 | 48.57% | +3.99% | -15.24% | -15.24% | 0.00% | 23:11 | 07:45 | 15:56 | 20:26 | 32:53 | 40:40 | 16:57 | 12:33 |
 | Wind Lace | 49 | 41.53% | 70.4 | 44.90% | -1.48% | -11.57% | -19.90% | -0.72% | 13:03 | -01:29 | 06:49 | 11:36 | 18:19 | 31:33 | 11:30 | 08:31 |
 | Boots of Travel | 9 | 7.63% | 68.5 | 66.67% | +22.63% | +33.33% | -66.67% | -7.56% | 51:21 | 42:05 | 42:57 | 54:36 | 56:11 | 59:41 | 13:14 | 09:48 |
 | Crown | 3 | 2.54% | 66.7 | 100.00% | +55.65% | 0.00% | 0.00% | 0.00% | 22:56 | 18:03 | 18:03 | 21:33 | 29:12 | 29:12 | 11:09 | 08:15 |
 | Ghost Scepter | 20 | 16.95% | 64.8 | 50.00% | +5.10% | +30.00% | -30.00% | -4.40% | 31:17 | 20:02 | 22:26 | 27:27 | 36:04 | 52:22 | 13:38 | 10:05 |
 | Tranquil Boots | 21 | 17.80% | 63.0 | 47.62% | +2.26% | -27.62% | -27.62% | 0.00% | 24:12 | 09:51 | 16:33 | 22:49 | 31:14 | 49:20 | 14:41 | 10:52 |
 | Pipe of Insight | 2 | 1.69% | 61.1 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 19:25 | 16:43 | 16:43 | 22:07 | 22:07 | 22:07 | 05:24 | 04:00 |
 | Null Talisman | 3 | 2.54% | 59.3 | 66.67% | +21.45% | -66.67% | 0.00% | 0.00% | 22:13 | 20:05 | 20:05 | 20:40 | 25:53 | 25:53 | 05:48 | 04:17 |
 | Headdress | 3 | 2.54% | 57.4 | 66.67% | +21.45% | +33.33% | 0.00% | 0.00% | 08:57 | -01:28 | -01:28 | 11:39 | 16:41 | 16:41 | 18:09 | 13:26 |
 | Blight Stone | 3 | 2.54% | 55.6 | 66.67% | +21.45% | +33.33% | 0.00% | 0.00% | 20:56 | -01:29 | -01:29 | 11:47 | 52:31 | 52:31 | 54:00 | 40:00 |
 | Ethereal Blade | 1 | 0.85% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.85% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:21 | 18:21 | 18:21 | 18:21 | 18:21 | 18:21 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.85% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.85% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.85% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.85% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Kaya | 1 | 0.85% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.85% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.85% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.85% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:47 | 11:47 | 11:47 | 11:47 | 11:47 | 11:47 | 00:00 | 00:00 |
 | Quelling Blade | 10 | 8.47% | 35.2 | 30.00% | -17.22% | -30.00% | -30.00% | 0.00% | 00:33 | -01:29 | -01:29 | -01:29 | 00:11 | 07:13 | 01:40 | 01:14 |
 | Cornucopia | 2 | 1.69% | 33.3 | 50.00% | +4.31% | -50.00% | 0.00% | 0.00% | 50:35 | 46:36 | 46:36 | 54:33 | 54:33 | 54:33 | 07:57 | 05:53 |
 | Chainmail | 2 | 1.69% | 31.5 | 50.00% | +4.31% | +50.00% | 0.00% | 0.00% | 15:30 | 11:47 | 11:47 | 19:12 | 19:12 | 19:12 | 07:25 | 05:29 |
 | Drum of Endurance | 2 | 1.69% | 29.6 | 50.00% | +4.31% | +50.00% | 0.00% | 0.00% | 21:21 | 18:10 | 18:10 | 24:32 | 24:32 | 24:32 | 06:22 | 04:42 |
 | Wraith Band | 3 | 2.54% | 27.8 | 33.33% | -12.76% | -33.33% | 0.00% | 0.00% | 29:50 | 21:11 | 21:11 | 30:42 | 37:37 | 37:37 | 16:26 | 12:10 |
 | Ring of Protection | 3 | 2.54% | 25.9 | 33.33% | -12.76% | -33.33% | 0.00% | 0.00% | 33:49 | 23:16 | 23:16 | 23:53 | 54:18 | 54:18 | 31:02 | 22:59 |
 | Octarine Core | 3 | 2.54% | 24.1 | 33.33% | -12.76% | -33.33% | 0.00% | 0.00% | 51:55 | 34:27 | 34:27 | 49:18 | 1:12:00 | 1:12:00 | 37:33 | 27:48 |
 | Ring of Basilius | 3 | 2.54% | 22.2 | 33.33% | -12.76% | -33.33% | 0.00% | 0.00% | 25:14 | 01:51 | 01:51 | 19:32 | 54:19 | 54:19 | 52:28 | 38:51 |
 | Bracer | 4 | 3.39% | 20.4 | 25.00% | -21.49% | +75.00% | -25.00% | -9.32% | 23:02 | 17:02 | 17:02 | 18:47 | 27:46 | 28:34 | 10:44 | 07:57 |
 | Morbid Mask | 1 | 0.85% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:19 | 54:19 | 54:19 | 54:19 | 54:19 | 54:19 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 1.69% | 16.7 | 0.00% | -46.55% | 0.00% | 0.00% | 0.00% | 1:16:40 | 1:12:29 | 1:12:29 | 1:20:51 | 1:20:51 | 1:20:51 | 08:22 | 06:11 |
 | Buckler | 2 | 1.69% | 14.8 | 0.00% | -46.55% | 0.00% | 0.00% | 0.00% | 39:25 | 24:32 | 24:32 | 54:18 | 54:18 | 54:18 | 29:46 | 22:02 |
 | Mekansm | 1 | 0.85% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.85% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:25 | 54:25 | 54:25 | 54:25 | 54:25 | 54:25 | 00:00 | 00:00 |
 | Desolator | 1 | 0.85% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.85% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.85% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 1.69% | 3.7 | 0.00% | -46.55% | 0.00% | 0.00% | 0.00% | 52:30 | 48:19 | 48:19 | 56:41 | 56:41 | 56:41 | 08:22 | 06:11 |
 | Linken's Sphere | 2 | 1.69% | 1.9 | 0.00% | -46.55% | 0.00% | 0.00% | 0.00% | 44:51 | 43:06 | 43:06 | 46:36 | 46:36 | 46:36 | 03:30 | 02:35 |