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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 | |
 | Aghanim's Shard | 5 | 25.00% | 100.0 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 29:57 | 24:00 | 24:00 | 28:45 | 32:22 | 37:06 | 08:22 | 06:11 |
 | Urn of Shadows | 14 | 70.00% | 96.6 | 71.43% | +21.43% | +3.57% | -38.10% | -6.91% | 07:49 | 03:03 | 04:46 | 06:55 | 10:48 | 15:37 | 06:02 | 04:28 |
 | Ring of Protection | 14 | 70.00% | 93.1 | 71.43% | +21.43% | +3.57% | -38.10% | -7.21% | 04:58 | -01:29 | 01:39 | 05:43 | 07:26 | 12:39 | 05:47 | 04:17 |
 | Wind Lace | 9 | 45.00% | 89.7 | 77.78% | +23.23% | -27.78% | +22.22% | 3.64% | 13:57 | 04:05 | 05:08 | 09:36 | 18:53 | 27:50 | 13:45 | 10:11 |
 | Magic Stick | 20 | 100.00% | 86.2 | 65.00% | +65.00% | +15.00% | -5.00% | -7.19% | 02:32 | -01:29 | -01:29 | 02:18 | 04:16 | 12:09 | 05:45 | 04:15 |
 | Spirit Vessel | 8 | 40.00% | 82.8 | 75.00% | +16.67% | +25.00% | -25.00% | -17.75% | 19:18 | 16:34 | 17:19 | 18:20 | 20:08 | 22:28 | 02:49 | 02:05 |
 | Magic Wand | 11 | 55.00% | 79.3 | 63.64% | -3.03% | +3.03% | -30.31% | -4.75% | 11:26 | 01:16 | 06:32 | 11:14 | 13:33 | 27:28 | 07:01 | 05:11 |
 | Void Stone | 7 | 35.00% | 75.9 | 71.43% | +9.89% | -21.43% | +28.57% | 2.83% | 28:38 | 13:10 | 16:25 | 24:12 | 34:04 | 54:15 | 17:39 | 13:04 |
 | Boots of Speed | 13 | 65.00% | 72.4 | 53.85% | -31.86% | -20.52% | +12.82% | 4.40% | 04:09 | -01:29 | -01:29 | 02:50 | 09:04 | 12:54 | 10:33 | 07:48 |
 | Crown | 4 | 20.00% | 69.0 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 11:29 | 08:32 | 08:32 | 09:07 | 11:27 | 16:48 | 02:55 | 02:09 |
 | Veil of Discord | 4 | 20.00% | 65.5 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 14:24 | 12:16 | 12:16 | 12:26 | 13:37 | 19:16 | 01:21 | 01:00 |
 | Eul's Scepter of Divinity | 4 | 20.00% | 62.1 | 75.00% | +12.50% | -75.00% | +25.00% | 0.00% | 23:26 | 18:16 | 18:16 | 21:30 | 24:39 | 29:17 | 06:23 | 04:43 |
 | Ring of Basilius | 4 | 20.00% | 58.6 | 75.00% | +12.50% | -75.00% | +25.00% | 0.00% | 07:59 | 03:22 | 03:22 | 03:34 | 10:01 | 14:57 | 06:39 | 04:55 |
 | Arcane Boots | 2 | 10.00% | 55.2 | 100.00% | +38.89% | 0.00% | 0.00% | 0.00% | 40:36 | 26:56 | 26:56 | 54:15 | 54:15 | 54:15 | 27:19 | 20:14 |
 | Blink Dagger | 2 | 10.00% | 51.7 | 100.00% | +38.89% | 0.00% | 0.00% | 0.00% | 47:52 | 42:18 | 42:18 | 53:25 | 53:25 | 53:25 | 11:07 | 08:14 |
 | Aghanim's Scepter | 5 | 25.00% | 48.3 | 60.00% | -6.67% | -60.00% | +40.00% | 12.93% | 30:49 | 24:20 | 24:20 | 32:00 | 32:04 | 36:30 | 07:44 | 05:43 |
 | Black King Bar | 6 | 30.00% | 44.8 | 50.00% | -21.43% | 0.00% | -50.00% | -5.70% | 31:55 | 23:43 | 28:36 | 30:09 | 37:22 | 37:46 | 08:46 | 06:29 |
 | Ghost Scepter | 3 | 15.00% | 41.4 | 66.67% | +1.96% | +33.33% | 0.00% | 0.00% | 35:25 | 31:13 | 31:13 | 31:39 | 43:22 | 43:22 | 12:09 | 09:00 |
 | Sange | 1 | 5.00% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |
 | Chainmail | 1 | 5.00% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 5.00% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Headdress | 1 | 5.00% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 5.00% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |
 | Aether Lens | 1 | 5.00% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:55 | 54:55 | 54:55 | 54:55 | 54:55 | 54:55 | 00:00 | 00:00 |
 | Octarine Core | 1 | 5.00% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 00:00 | 00:00 |
 | Mekansm | 1 | 5.00% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 10.00% | 10.3 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 09:34 | 09:19 | 09:19 | 09:49 | 09:49 | 09:49 | 00:30 | 00:22 |
 | Bracer | 3 | 15.00% | 6.9 | 33.33% | -37.26% | -33.33% | 0.00% | 0.00% | 08:56 | 05:28 | 05:28 | 08:20 | 12:59 | 12:59 | 07:31 | 05:34 |
 | Quelling Blade | 1 | 5.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 |