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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 | 8 | 40.00% | 100.0 | 87.50% | +54.17% | +12.50% | -37.50% | -6.42% | 31:29 | 24:44 | 25:12 | 28:35 | 32:59 | 43:28 | 07:47 | 05:45 |
 | Aghanim's Shard | 16 | 80.00% | 96.7 | 68.75% | +68.75% | +6.25% | +6.25% | 0.00% | 24:14 | 15:43 | 20:51 | 23:28 | 27:54 | 33:46 | 07:03 | 05:13 |
 | Void Stone | 14 | 70.00% | 93.3 | 64.29% | +30.96% | -39.29% | +35.71% | 9.85% | 24:16 | 11:57 | 17:54 | 21:22 | 25:31 | 43:28 | 07:37 | 05:38 |
 | Wind Lace | 19 | 95.00% | 90.0 | 57.89% | +57.89% | -17.89% | +2.11% | 6.38% | 11:23 | 03:13 | 07:07 | 09:16 | 10:15 | 33:46 | 03:08 | 02:19 |
 | Boots of Speed | 20 | 100.00% | 86.7 | 55.00% | +55.00% | +5.00% | +5.00% | 0.00% | 05:22 | -01:29 | 04:29 | 05:31 | 06:49 | 10:45 | 02:20 | 01:43 |
 | Magic Stick | 20 | 100.00% | 83.3 | 55.00% | +55.00% | +25.00% | +5.00% | -2.48% | 04:54 | -01:29 | -01:28 | 02:11 | 09:31 | 22:31 | 10:59 | 08:08 |
 | Magic Wand | 20 | 100.00% | 80.0 | 55.00% | +55.00% | +5.00% | -15.00% | -3.38% | 09:03 | 02:09 | 05:55 | 07:58 | 11:50 | 22:31 | 05:55 | 04:22 |
 | Blink Dagger | 11 | 55.00% | 76.7 | 63.64% | +19.20% | -30.31% | -30.31% | 0.00% | 25:25 | 15:01 | 19:07 | 21:35 | 27:31 | 42:16 | 08:24 | 06:13 |
 | Arcane Boots | 5 | 25.00% | 73.3 | 80.00% | +33.33% | +20.00% | -80.00% | -17.09% | 12:20 | 07:51 | 07:51 | 13:36 | 13:42 | 14:06 | 05:51 | 04:20 |
 | Tranquil Boots | 15 | 75.00% | 70.0 | 53.33% | -6.67% | -3.33% | -28.33% | -8.57% | 12:41 | 05:45 | 09:17 | 10:58 | 12:12 | 26:47 | 02:55 | 02:09 |
 | Force Staff | 8 | 40.00% | 66.7 | 62.50% | +12.50% | +37.50% | -12.50% | -7.65% | 31:01 | 19:39 | 28:03 | 33:10 | 34:35 | 35:23 | 06:32 | 04:50 |
 | Aeon Disk | 2 | 10.00% | 63.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 42:13 | 31:30 | 31:30 | 52:55 | 52:55 | 52:55 | 21:25 | 15:51 |
 | Fluffy Hat | 7 | 35.00% | 60.0 | 57.14% | +3.29% | -7.14% | -7.14% | 0.00% | 23:37 | 11:58 | 20:44 | 24:12 | 24:32 | 33:10 | 03:48 | 02:48 |
 | Eul's Scepter of Divinity | 8 | 40.00% | 56.7 | 37.50% | -29.17% | +12.50% | +12.50% | 0.00% | 24:43 | 18:55 | 19:43 | 20:42 | 26:33 | 43:14 | 06:50 | 05:03 |
 | Moon Shard | 1 | 5.00% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:08 | 59:08 | 59:08 | 59:08 | 59:08 | 59:08 | 00:00 | 00:00 |
 | Octarine Core | 1 | 5.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:05 | 53:05 | 53:05 | 53:05 | 53:05 | 53:05 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.00% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:30 | 1:02:30 | 1:02:30 | 1:02:30 | 1:02:30 | 1:02:30 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 5.00% | 43.3 | 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 |
 | Daedalus | 1 | 5.00% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:36 | 1:11:36 | 1:11:36 | 1:11:36 | 1:11:36 | 1:11:36 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 5.00% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 10.00% | 33.3 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 43:36 | 15:22 | 15:22 | 1:11:50 | 1:11:50 | 1:11:50 | 56:28 | 41:49 |
 | Ring of Basilius | 2 | 10.00% | 30.0 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 41:46 | 11:41 | 11:41 | 1:11:50 | 1:11:50 | 1:11:50 | 60:09 | 44:33 |
 | Crown | 2 | 10.00% | 26.7 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 42:12 | 12:33 | 12:33 | 1:11:50 | 1:11:50 | 1:11:50 | 59:17 | 43:54 |
 | Blight Stone | 1 | 5.00% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 5.00% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 5.00% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 5.00% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 5.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:07 | 50:07 | 50:07 | 50:07 | 50:07 | 50:07 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.00% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wind Waker | 1 | 5.00% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:21 | 55:21 | 55:21 | 55:21 | 55:21 | 55:21 | 00:00 | 00:00 |