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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 | |
 | Wind Lace | 18 | 37.50% | 100.0 | 77.78% | +44.45% | +22.22% | -2.78% | -1.56% | 20:43 | -01:29 | 09:22 | 21:25 | 25:22 | 49:02 | 16:00 | 11:51 |
 | Null Talisman | 6 | 12.50% | 96.8 | 83.33% | +38.09% | +16.67% | +16.67% | 0.00% | 05:56 | 02:23 | 02:51 | 03:34 | 07:43 | 14:28 | 04:52 | 03:36 |
 | Blink Dagger | 33 | 68.75% | 93.5 | 54.55% | +14.55% | -4.55% | +7.95% | 1.31% | 24:19 | 14:49 | 18:29 | 23:08 | 28:02 | 40:24 | 09:33 | 07:04 |
 | Tranquil Boots | 8 | 16.67% | 90.3 | 75.00% | +30.00% | +25.00% | -25.00% | -7.48% | 24:48 | 08:14 | 19:35 | 24:01 | 26:16 | 42:30 | 06:41 | 04:57 |
 | Magic Wand | 36 | 75.00% | 87.1 | 52.78% | +11.11% | -8.34% | +2.78% | 2.27% | 09:57 | 02:43 | 07:01 | 09:34 | 11:55 | 21:39 | 04:54 | 03:37 |
 | Boots of Speed | 48 | 100.00% | 83.9 | 50.00% | +50.00% | +8.33% | -8.33% | -5.81% | 03:49 | -01:29 | 02:49 | 04:08 | 05:41 | 07:49 | 02:52 | 02:07 |
 | Magic Stick | 48 | 100.00% | 80.6 | 50.00% | +50.00% | -25.00% | +16.67% | 10.87% | 02:28 | -01:29 | -01:29 | -01:21 | 05:19 | 18:31 | 06:48 | 05:02 |
 | Arcane Boots | 46 | 95.83% | 77.4 | 50.00% | 0.00% | 0.00% | -13.64% | -4.09% | 10:21 | 06:20 | 08:39 | 10:00 | 11:59 | 15:29 | 03:20 | 02:28 |
 | Aether Lens | 44 | 91.67% | 74.2 | 50.00% | 0.00% | +4.55% | +4.55% | 0.00% | 19:10 | 12:38 | 15:38 | 18:39 | 20:49 | 33:47 | 05:11 | 03:50 |
 | Void Stone | 44 | 91.67% | 71.0 | 50.00% | 0.00% | +13.64% | +4.55% | -1.31% | 18:15 | 09:51 | 13:51 | 17:24 | 20:47 | 33:47 | 06:56 | 05:08 |
 | Aghanim's Shard | 35 | 72.92% | 67.7 | 51.43% | +5.28% | +4.13% | -6.99% | -1.17% | 29:45 | 15:12 | 23:59 | 26:40 | 33:30 | 60:28 | 09:31 | 07:02 |
 | Fluffy Hat | 15 | 31.25% | 64.5 | 60.00% | +14.55% | -10.00% | -10.00% | 0.00% | 23:39 | 10:31 | 12:21 | 19:40 | 30:28 | 47:09 | 18:07 | 13:25 |
 | Force Staff | 13 | 27.08% | 61.3 | 61.54% | +15.83% | +5.13% | +5.13% | 0.00% | 28:20 | 14:15 | 20:46 | 28:09 | 34:18 | 47:09 | 13:32 | 10:01 |
 | Glimmer Cape | 9 | 18.75% | 58.1 | 66.67% | +20.52% | +33.33% | -66.67% | -9.77% | 29:38 | 16:24 | 21:00 | 25:46 | 31:14 | 1:05:30 | 10:14 | 07:34 |
 | Aeon Disk | 7 | 14.58% | 54.8 | 71.43% | +25.09% | -21.43% | -21.43% | 0.00% | 42:43 | 35:32 | 37:07 | 39:17 | 42:04 | 60:01 | 04:57 | 03:40 |
 | Aghanim's Scepter | 9 | 18.75% | 51.6 | 55.56% | +6.84% | -55.56% | -5.56% | 10.00% | 34:52 | 28:47 | 31:28 | 34:51 | 36:28 | 39:44 | 05:00 | 03:42 |
 | Ghost Scepter | 9 | 18.75% | 48.4 | 44.44% | -6.84% | +5.56% | +5.56% | 0.00% | 31:52 | 17:51 | 24:46 | 32:31 | 36:30 | 43:15 | 11:44 | 08:41 |
 | Medallion of Courage | 1 | 2.08% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.08% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.08% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.08% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.08% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 00:00 | 00:00 |
 | Crown | 1 | 2.08% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 49:01 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.08% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 4.17% | 22.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 50:19 | 45:21 | 45:21 | 55:17 | 55:17 | 55:17 | 09:56 | 07:21 |
 | Ring of Health | 2 | 4.17% | 19.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 49:03 | 42:54 | 42:54 | 55:11 | 55:11 | 55:11 | 12:17 | 09:05 |
 | Bottle | 1 | 2.08% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:12 | 01:12 | 01:12 | 01:12 | 01:12 | 01:12 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.08% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 4.17% | 9.7 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 07:37 | 05:36 | 05:36 | 09:38 | 09:38 | 09:38 | 04:02 | 02:59 |
 | Spirit Vessel | 2 | 4.17% | 6.5 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 17:32 | 12:39 | 12:39 | 22:24 | 22:24 | 22:24 | 09:45 | 07:13 |
 | Urn of Shadows | 2 | 4.17% | 3.2 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 09:49 | 07:22 | 07:22 | 12:16 | 12:16 | 12:16 | 04:54 | 03:37 |