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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 | |
 | Tranquil Boots | 31 | 91.18% | 100.0 | 58.06% | +58.06% | +4.44% | -33.06% | -11.19% | 09:42 | 05:44 | 07:23 | 09:02 | 10:44 | 23:03 | 03:21 | 02:28 |
 | Wind Lace | 31 | 91.18% | 98.0 | 58.06% | +58.06% | +4.44% | -8.06% | -4.66% | 08:09 | 03:52 | 06:25 | 07:14 | 09:06 | 23:03 | 02:41 | 01:59 |
 | Void Stone | 21 | 61.76% | 96.0 | 61.90% | +23.44% | +18.10% | -21.90% | -3.27% | 22:49 | 10:04 | 16:39 | 21:14 | 28:52 | 41:50 | 12:13 | 09:02 |
 | Boots of Speed | 34 | 100.00% | 94.0 | 52.94% | +52.94% | +2.62% | -15.44% | -5.59% | 06:27 | -01:29 | 05:08 | 06:09 | 08:22 | 12:15 | 03:14 | 02:23 |
 | Magic Stick | 31 | 91.18% | 92.0 | 51.61% | -15.06% | +10.89% | -26.61% | -6.78% | 03:42 | -01:30 | -01:29 | 02:03 | 07:01 | 16:22 | 08:30 | 06:17 |
 | Aghanim's Shard | 15 | 44.12% | 90.0 | 60.00% | +12.63% | +40.00% | -10.00% | -5.65% | 21:41 | 15:02 | 15:27 | 21:41 | 24:18 | 43:09 | 08:51 | 06:33 |
 | Magic Wand | 27 | 79.41% | 88.0 | 51.85% | -5.29% | +19.58% | -8.99% | -6.06% | 08:01 | 01:51 | 05:17 | 08:32 | 10:00 | 16:39 | 04:43 | 03:29 |
 | Scythe of Vyse | 10 | 29.41% | 86.0 | 60.00% | +10.00% | +40.00% | -60.00% | -15.04% | 31:23 | 25:02 | 27:11 | 29:25 | 33:50 | 42:12 | 06:39 | 04:55 |
 | Eul's Scepter of Divinity | 8 | 23.53% | 84.0 | 62.50% | +12.50% | +37.50% | -12.50% | -7.25% | 21:03 | 15:30 | 15:34 | 21:36 | 22:28 | 28:37 | 06:54 | 05:06 |
 | Glimmer Cape | 4 | 11.76% | 82.0 | 75.00% | +25.00% | -75.00% | +25.00% | 48.00% | 18:45 | 15:03 | 15:03 | 16:45 | 17:08 | 26:05 | 02:05 | 01:32 |
 | Heaven's Halberd | 12 | 35.29% | 80.0 | 50.00% | -4.55% | -50.00% | +16.67% | 8.66% | 28:18 | 17:52 | 23:45 | 25:00 | 31:27 | 40:25 | 07:42 | 05:42 |
 | Sange | 12 | 35.29% | 78.0 | 50.00% | -4.55% | -50.00% | +16.67% | 5.54% | 25:16 | 15:52 | 17:14 | 22:59 | 29:16 | 40:07 | 12:02 | 08:54 |
 | Refresher Orb | 7 | 20.59% | 76.0 | 57.14% | +5.29% | +42.86% | -57.14% | -6.10% | 51:44 | 37:32 | 41:45 | 53:40 | 58:09 | 60:02 | 16:24 | 12:08 |
 | Ring of Protection | 15 | 44.12% | 74.0 | 40.00% | -23.16% | -15.00% | +10.00% | 3.57% | 10:10 | 00:04 | 04:31 | 09:58 | 11:31 | 39:06 | 07:00 | 05:11 |
 | Cornucopia | 8 | 23.53% | 72.0 | 50.00% | -3.85% | +50.00% | 0.00% | -2.53% | 45:50 | 29:43 | 33:53 | 43:26 | 53:38 | 58:37 | 19:45 | 14:37 |
 | Fluffy Hat | 5 | 14.71% | 70.0 | 60.00% | +8.28% | -60.00% | +40.00% | 5.52% | 21:18 | 10:05 | 10:05 | 12:10 | 28:12 | 45:55 | 18:07 | 13:25 |
 | Force Staff | 3 | 8.82% | 68.0 | 66.67% | +15.06% | -66.67% | 0.00% | 0.00% | 30:37 | 15:59 | 15:59 | 29:58 | 45:55 | 45:55 | 29:56 | 22:10 |
 | Urn of Shadows | 12 | 35.29% | 66.0 | 33.33% | -30.31% | -33.33% | +33.34% | 10.36% | 10:27 | 04:50 | 06:14 | 11:46 | 12:40 | 13:44 | 06:26 | 04:45 |
 | Ring of Health | 4 | 11.76% | 64.0 | 50.00% | -3.33% | -50.00% | +50.00% | 6.06% | 13:19 | 02:17 | 02:17 | 12:39 | 18:47 | 19:31 | 16:30 | 12:13 |
 | Lotus Orb | 1 | 2.94% | 62.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.94% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.94% | 58.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.94% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 |
 | Wind Waker | 1 | 2.94% | 54.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 00:00 | 00:00 |
 | Diadem | 1 | 2.94% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 00:00 | 00:00 |
 | Holy Locket | 1 | 2.94% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.94% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:22 | 05:22 | 05:22 | 05:22 | 05:22 | 05:22 | 00:00 | 00:00 |
 | Headdress | 5 | 14.71% | 46.0 | 40.00% | -15.17% | -40.00% | +60.00% | 7.21% | 14:28 | 05:55 | 05:55 | 09:48 | 19:47 | 27:13 | 13:52 | 10:16 |
 | Spirit Vessel | 6 | 17.65% | 44.0 | 33.33% | -23.81% | -33.33% | -33.33% | 0.00% | 17:19 | 09:16 | 18:22 | 18:28 | 19:00 | 20:18 | 00:38 | 00:28 |
 | Shiva's Guard | 6 | 17.65% | 42.0 | 33.33% | -23.81% | +16.67% | +66.67% | 4.75% | 33:08 | 24:06 | 26:11 | 30:57 | 36:43 | 46:53 | 10:32 | 07:48 |
 | Blight Stone | 2 | 5.88% | 40.0 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 22:02 | 13:43 | 13:43 | 30:20 | 30:20 | 30:20 | 16:37 | 12:18 |
 | Solar Crest | 2 | 5.88% | 38.0 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 25:28 | 20:35 | 20:35 | 30:20 | 30:20 | 30:20 | 09:45 | 07:13 |
 | Pavise | 2 | 5.88% | 36.0 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 15:12 | 13:30 | 13:30 | 16:54 | 16:54 | 16:54 | 03:24 | 02:31 |
 | Buckler | 2 | 5.88% | 34.0 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 25:49 | 12:31 | 12:31 | 39:07 | 39:07 | 39:07 | 26:36 | 19:42 |
 | Pipe of Insight | 2 | 5.88% | 32.0 | 50.00% | -3.13% | +50.00% | 0.00% | 0.00% | 21:39 | 19:41 | 19:41 | 23:37 | 23:37 | 23:37 | 03:56 | 02:54 |
 | Medallion of Courage | 2 | 5.88% | 30.0 | 50.00% | -3.13% | -50.00% | 0.00% | 0.00% | 22:14 | 14:07 | 14:07 | 30:20 | 30:20 | 30:20 | 16:13 | 12:00 |
 | Chainmail | 3 | 8.82% | 28.0 | 33.33% | -21.51% | -33.33% | 0.00% | 0.00% | 17:35 | 10:24 | 10:24 | 12:00 | 30:20 | 30:20 | 19:56 | 14:45 |
 | Crown | 3 | 8.82% | 26.0 | 33.33% | -21.51% | -33.33% | 0.00% | 0.00% | 20:57 | 14:43 | 14:43 | 17:49 | 30:20 | 30:20 | 15:37 | 11:34 |
 | Aeon Disk | 4 | 11.76% | 24.0 | 25.00% | -31.67% | -25.00% | -25.00% | 0.00% | 44:22 | 33:44 | 33:44 | 38:12 | 39:00 | 1:06:32 | 05:16 | 03:54 |
 | Aghanim's Scepter | 2 | 5.88% | 22.0 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 38:50 | 31:54 | 31:54 | 45:46 | 45:46 | 45:46 | 13:52 | 10:16 |
 | Linken's Sphere | 1 | 2.94% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.94% | 18.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.94% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.94% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.94% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.94% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 16:17 | 00:00 | 00:00 |
 | Bracer | 3 | 8.82% | 8.0 | 0.00% | -58.06% | 0.00% | 0.00% | 0.00% | 08:01 | 02:27 | 02:27 | 03:46 | 17:51 | 17:51 | 15:24 | 11:24 |
 | Hand of Midas | 1 | 2.94% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.94% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:40 | 10:40 | 10:40 | 10:40 | 10:40 | 10:40 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 2.94% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 00:00 | 00:00 |