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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 | |
 | Aether Lens | 36 | 72.00% | 100.0 | 69.44% | +33.73% | -2.77% | -13.88% | -0.92% | 22:11 | 07:41 | 15:06 | 17:17 | 27:12 | 57:21 | 12:06 | 08:57 |
 | Headdress | 5 | 10.00% | 98.2 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 21:43 | -01:29 | -01:29 | 22:40 | 31:07 | 33:53 | 32:36 | 24:08 |
 | Arcane Boots | 36 | 72.00% | 96.5 | 66.67% | +23.81% | 0.00% | 0.00% | 0.00% | 08:48 | 04:36 | 06:45 | 08:44 | 10:22 | 13:59 | 03:37 | 02:40 |
 | Magic Wand | 49 | 98.00% | 94.7 | 61.22% | +61.22% | -2.89% | +13.78% | 3.18% | 08:44 | 00:29 | 05:29 | 08:15 | 10:44 | 18:34 | 05:15 | 03:53 |
 | Void Stone | 40 | 80.00% | 93.0 | 62.50% | +12.50% | +7.50% | -2.50% | -0.75% | 19:43 | 05:48 | 12:40 | 15:44 | 26:01 | 57:21 | 13:21 | 09:53 |
 | Boots of Speed | 50 | 100.00% | 91.2 | 60.00% | +60.00% | +16.92% | -35.00% | -16.40% | 05:08 | 01:29 | 03:17 | 04:30 | 06:27 | 15:46 | 03:10 | 02:20 |
 | Magic Stick | 50 | 100.00% | 89.5 | 60.00% | +60.00% | -21.54% | +15.00% | 8.27% | 03:04 | -01:29 | -01:28 | 02:20 | 05:53 | 15:43 | 07:21 | 05:26 |
 | Force Staff | 26 | 52.00% | 87.7 | 65.38% | +11.21% | +6.05% | +17.95% | 1.25% | 23:49 | 13:08 | 18:53 | 21:51 | 28:23 | 41:07 | 09:30 | 07:02 |
 | Aeon Disk | 7 | 14.00% | 86.0 | 85.71% | +29.90% | +14.29% | -35.71% | -11.58% | 36:30 | 29:49 | 30:49 | 32:35 | 35:08 | 55:10 | 04:19 | 03:11 |
 | Glimmer Cape | 33 | 66.00% | 84.2 | 57.58% | -7.13% | +17.42% | -7.58% | -2.59% | 23:20 | 14:12 | 17:41 | 21:57 | 27:20 | 60:00 | 09:39 | 07:08 |
 | Octarine Core | 6 | 12.00% | 82.5 | 83.33% | +26.51% | +16.67% | +16.67% | 0.00% | 25:59 | 17:16 | 19:08 | 21:56 | 25:53 | 46:43 | 06:45 | 05:00 |
 | Boots of Travel | 6 | 12.00% | 80.7 | 83.33% | +26.51% | +16.67% | -83.33% | -8.30% | 43:51 | 25:43 | 38:42 | 42:24 | 50:45 | 1:02:49 | 12:03 | 08:55 |
 | Wind Lace | 32 | 64.00% | 78.9 | 53.13% | -19.09% | -3.13% | +21.87% | 2.13% | 14:36 | 04:21 | 08:02 | 12:24 | 19:45 | 35:53 | 11:43 | 08:40 |
 | Tranquil Boots | 28 | 56.00% | 77.2 | 53.57% | -14.61% | +32.14% | +17.86% | -1.25% | 16:46 | 06:01 | 09:09 | 16:49 | 20:33 | 35:53 | 11:24 | 08:26 |
 | Fluffy Hat | 34 | 68.00% | 75.4 | 50.00% | -31.25% | +5.56% | 0.00% | -0.56% | 17:20 | 04:41 | 10:45 | 16:17 | 20:44 | 39:29 | 09:59 | 07:23 |
 | Diadem | 3 | 6.00% | 73.7 | 100.00% | +42.55% | 0.00% | 0.00% | 0.00% | 28:33 | 27:03 | 27:03 | 28:12 | 30:24 | 30:24 | 03:21 | 02:28 |
 | Null Talisman | 3 | 6.00% | 71.9 | 100.00% | +42.55% | 0.00% | 0.00% | 0.00% | 03:46 | 01:33 | 01:33 | 02:06 | 07:38 | 07:38 | 06:05 | 04:30 |
 | Holy Locket | 3 | 6.00% | 70.2 | 100.00% | +42.55% | 0.00% | 0.00% | 0.00% | 31:18 | 30:27 | 30:27 | 31:37 | 31:50 | 31:50 | 01:23 | 01:01 |
 | Blink Dagger | 8 | 16.00% | 68.4 | 62.50% | +2.98% | -12.50% | -62.50% | -5.47% | 33:46 | 16:22 | 25:43 | 32:56 | 34:51 | 52:34 | 09:08 | 06:45 |
 | Drum of Endurance | 6 | 12.00% | 66.7 | 66.67% | +7.58% | +33.33% | -66.67% | -8.44% | 28:16 | 15:31 | 20:35 | 21:38 | 32:26 | 48:14 | 11:51 | 08:46 |
 | Aghanim's Shard | 4 | 8.00% | 64.9 | 75.00% | +16.30% | -75.00% | +25.00% | 4.27% | 30:43 | 15:30 | 15:30 | 25:08 | 38:56 | 43:17 | 23:26 | 17:21 |
 | Black King Bar | 4 | 8.00% | 63.2 | 75.00% | +16.30% | -75.00% | +25.00% | 19.67% | 29:23 | 24:19 | 24:19 | 26:46 | 29:24 | 37:03 | 05:05 | 03:45 |
 | Chainmail | 4 | 8.00% | 61.4 | 75.00% | +16.30% | +25.00% | -75.00% | -9.87% | 24:18 | 15:06 | 15:06 | 16:18 | 25:14 | 40:35 | 10:08 | 07:30 |
 | Bottle | 4 | 8.00% | 59.6 | 75.00% | +16.30% | +25.00% | +25.00% | 0.00% | 01:20 | 01:04 | 01:04 | 01:18 | 01:22 | 01:34 | 00:18 | 00:13 |
 | Bracer | 2 | 4.00% | 57.9 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 31:56 | 21:24 | 21:24 | 42:27 | 42:27 | 42:27 | 21:03 | 15:35 |
 | Guardian Greaves | 2 | 4.00% | 56.1 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 27:22 | 23:56 | 23:56 | 30:47 | 30:47 | 30:47 | 06:51 | 05:04 |
 | Buckler | 2 | 4.00% | 54.4 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 22:03 | 17:52 | 17:52 | 26:14 | 26:14 | 26:14 | 08:22 | 06:11 |
 | Linken's Sphere | 2 | 4.00% | 52.6 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 49:16 | 48:57 | 48:57 | 49:34 | 49:34 | 49:34 | 00:37 | 00:27 |
 | Mekansm | 2 | 4.00% | 50.9 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 21:15 | 16:34 | 16:34 | 25:55 | 25:55 | 25:55 | 09:21 | 06:55 |
 | Cornucopia | 2 | 4.00% | 49.1 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 49:12 | 48:49 | 48:49 | 49:34 | 49:34 | 49:34 | 00:45 | 00:33 |
 | Crown | 8 | 16.00% | 47.4 | 50.00% | -11.90% | +50.00% | -50.00% | -5.42% | 20:53 | 09:57 | 10:10 | 16:24 | 28:37 | 40:36 | 18:27 | 13:40 |
 | Ring of Protection | 6 | 12.00% | 45.6 | 50.00% | -11.36% | 0.00% | +50.00% | 6.98% | 14:40 | 09:25 | 10:42 | 11:00 | 17:52 | 26:14 | 07:10 | 05:18 |
 | Scythe of Vyse | 3 | 6.00% | 43.9 | 66.67% | +7.10% | -66.67% | 0.00% | 0.00% | 49:53 | 42:44 | 42:44 | 45:57 | 60:59 | 60:59 | 18:15 | 13:31 |
 | Ring of Health | 7 | 14.00% | 42.1 | 42.86% | -19.93% | +7.14% | +57.14% | 3.64% | 28:46 | 13:53 | 18:34 | 31:31 | 32:19 | 40:09 | 13:45 | 10:11 |
 | Boots of Bearing | 4 | 8.00% | 40.4 | 50.00% | -10.87% | +50.00% | -50.00% | -5.45% | 41:06 | 30:32 | 30:32 | 34:57 | 48:52 | 50:01 | 18:20 | 13:34 |
 | Boots of Travel 2 | 1 | 2.00% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.00% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.00% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:00 | 44:00 | 44:00 | 44:00 | 44:00 | 44:00 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.00% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 |
 | Yasha | 1 | 2.00% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:21 | 43:21 | 43:21 | 43:21 | 43:21 | 43:21 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 4.00% | 28.1 | 50.00% | -10.42% | +50.00% | 0.00% | 0.00% | 28:03 | 15:29 | 15:29 | 40:36 | 40:36 | 40:36 | 25:07 | 18:36 |
 | Meteor Hammer | 2 | 4.00% | 26.3 | 50.00% | -10.42% | +50.00% | 0.00% | 0.00% | 16:23 | 14:11 | 14:11 | 18:34 | 18:34 | 18:34 | 04:23 | 03:14 |
 | Quelling Blade | 2 | 4.00% | 24.6 | 50.00% | -10.42% | +50.00% | 0.00% | 0.00% | 06:12 | -01:29 | -01:29 | 13:52 | 13:52 | 13:52 | 15:21 | 11:22 |
 | Solar Crest | 2 | 4.00% | 22.8 | 50.00% | -10.42% | +50.00% | 0.00% | 0.00% | 29:18 | 17:51 | 17:51 | 40:45 | 40:45 | 40:45 | 22:54 | 16:57 |
 | Dagon (level 3) | 2 | 4.00% | 21.1 | 50.00% | -10.42% | -50.00% | 0.00% | 0.00% | 41:34 | 35:40 | 35:40 | 47:27 | 47:27 | 47:27 | 11:47 | 08:43 |
 | Ring of Basilius | 2 | 4.00% | 19.3 | 50.00% | -10.42% | +50.00% | 0.00% | 0.00% | 24:39 | 16:24 | 16:24 | 32:53 | 32:53 | 32:53 | 16:29 | 12:12 |
 | Blight Stone | 2 | 4.00% | 17.5 | 50.00% | -10.42% | +50.00% | 0.00% | 0.00% | 27:51 | 15:06 | 15:06 | 40:36 | 40:36 | 40:36 | 25:30 | 18:53 |
 | Veil of Discord | 2 | 4.00% | 15.8 | 50.00% | -10.42% | +50.00% | 0.00% | 0.00% | 25:05 | 17:16 | 17:16 | 32:53 | 32:53 | 32:53 | 15:37 | 11:34 |
 | Dagon | 2 | 4.00% | 14.0 | 50.00% | -10.42% | +50.00% | 0.00% | 0.00% | 21:23 | 14:08 | 14:08 | 28:37 | 28:37 | 28:37 | 14:29 | 10:43 |
 | Pavise | 4 | 8.00% | 12.3 | 25.00% | -38.04% | -25.00% | -25.00% | 0.00% | 13:57 | 11:10 | 11:10 | 13:23 | 14:08 | 17:08 | 02:58 | 02:11 |
 | Sange | 1 | 2.00% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:21 | 38:21 | 38:21 | 38:21 | 38:21 | 38:21 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 2.00% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 2.00% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 2.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Lotus Orb | 3 | 6.00% | 3.5 | 0.00% | -63.83% | 0.00% | 0.00% | 0.00% | 32:45 | 28:37 | 28:37 | 33:01 | 36:38 | 36:38 | 08:01 | 05:56 |
 | Heaven's Halberd | 1 | 2.00% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |