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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 | |
 | Arcane Boots | 16 | 61.54% | 100.0 | 81.25% | +51.25% | -6.25% | +18.75% | 1.76% | 19:36 | 10:17 | 13:07 | 13:46 | 27:19 | 41:07 | 14:12 | 10:31 |
 | Blink Dagger | 19 | 73.08% | 96.8 | 68.42% | +25.56% | -28.42% | +11.58% | 8.99% | 26:12 | 13:30 | 22:31 | 25:04 | 26:58 | 38:29 | 04:27 | 03:17 |
 | Aghanim's Shard | 19 | 73.08% | 93.5 | 68.42% | +25.56% | -28.42% | +11.58% | 5.04% | 21:39 | 15:02 | 17:27 | 19:16 | 25:23 | 31:35 | 07:56 | 05:52 |
 | Boots of Speed | 26 | 100.00% | 90.3 | 61.54% | +61.54% | +9.89% | -11.54% | -6.18% | 05:57 | -01:29 | 04:51 | 06:13 | 08:19 | 11:59 | 03:28 | 02:34 |
 | Magic Stick | 23 | 88.46% | 87.1 | 56.52% | -43.48% | -6.52% | +10.15% | 2.43% | 07:28 | -01:29 | 02:39 | 08:00 | 09:31 | 29:54 | 06:52 | 05:05 |
 | Magic Wand | 15 | 57.69% | 83.9 | 60.00% | -3.64% | -10.00% | -35.00% | -4.17% | 10:49 | 02:34 | 07:32 | 11:46 | 13:32 | 17:30 | 06:00 | 04:26 |
 | Void Stone | 7 | 26.92% | 80.6 | 71.43% | +13.54% | -21.43% | +28.57% | 12.55% | 22:50 | 11:12 | 11:36 | 13:13 | 15:35 | 54:45 | 03:59 | 02:57 |
 | Fluffy Hat | 10 | 38.46% | 77.4 | 60.00% | -2.50% | +6.67% | -60.00% | -4.21% | 25:10 | 13:31 | 17:31 | 25:00 | 33:21 | 34:02 | 15:50 | 11:43 |
 | Crown | 6 | 23.08% | 74.2 | 66.67% | +6.67% | -16.67% | +33.33% | 9.58% | 16:31 | 12:04 | 12:18 | 12:43 | 17:31 | 29:54 | 05:13 | 03:51 |
 | Wind Lace | 12 | 46.15% | 71.0 | 50.00% | -21.43% | +16.67% | -16.67% | -5.82% | 06:24 | -01:29 | -01:29 | 02:52 | 07:13 | 23:44 | 08:42 | 06:26 |
 | Scythe of Vyse | 2 | 7.69% | 67.7 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 48:42 | 42:38 | 42:38 | 54:45 | 54:45 | 54:45 | 12:07 | 08:58 |
 | Ring of Protection | 8 | 30.77% | 64.5 | 50.00% | -16.67% | 0.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Force Staff | 8 | 30.77% | 61.3 | 50.00% | -16.67% | +50.00% | -50.00% | -17.34% | 30:41 | 22:45 | 28:02 | 30:30 | 33:48 | 34:42 | 05:46 | 04:16 |
 | Meteor Hammer | 5 | 19.23% | 58.1 | 60.00% | -1.90% | +40.00% | +40.00% | 0.00% | 16:20 | 13:24 | 13:24 | 15:01 | 18:54 | 19:52 | 05:30 | 04:04 |
 | Ring of Health | 5 | 19.23% | 54.8 | 60.00% | -1.90% | +40.00% | +40.00% | 0.00% | 16:15 | 13:14 | 13:14 | 15:01 | 18:42 | 19:47 | 05:28 | 04:02 |
 | Orb of Venom | 4 | 15.38% | 51.6 | 50.00% | -13.64% | +50.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Chainmail | 1 | 3.85% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.85% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Headdress | 1 | 3.85% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.85% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 3.85% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:34 | 05:34 | 05:34 | 05:34 | 05:34 | 05:34 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.85% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 43:23 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.85% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.85% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Holy Locket | 1 | 3.85% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:56 | 17:56 | 17:56 | 17:56 | 17:56 | 17:56 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.85% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 7.69% | 16.1 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 46:22 | 38:30 | 38:30 | 54:14 | 54:14 | 54:14 | 15:44 | 11:39 |
 | Soul Ring | 1 | 3.85% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:48 | 04:48 | 04:48 | 04:48 | 04:48 | 04:48 | 00:00 | 00:00 |
 | Tranquil Boots | 4 | 15.38% | 9.7 | 0.00% | -72.73% | 0.00% | 0.00% | 0.00% | 28:53 | 15:40 | 15:40 | 24:33 | 31:51 | 43:27 | 16:11 | 11:59 |
 | Drum of Endurance | 1 | 3.85% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 3.85% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 00:00 | 00:00 |