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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 | 30 | 34.48% | 100.0 | 56.67% | +25.09% | +5.83% | -28.10% | -2.34% | 29:36 | 15:37 | 20:59 | 30:10 | 35:30 | 51:50 | 14:31 | 10:45 |
 | Aghanim's Shard | 61 | 70.11% | 97.7 | 49.18% | +29.95% | +4.15% | -9.18% | -1.67% | 22:19 | 15:00 | 17:20 | 19:28 | 25:20 | 50:29 | 08:00 | 05:55 |
 | Blight Stone | 62 | 71.26% | 95.5 | 48.39% | +28.39% | -4.64% | +11.61% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Blink Dagger | 50 | 57.47% | 93.2 | 48.00% | +18.27% | +5.85% | +2.00% | -0.61% | 25:30 | 14:30 | 21:38 | 25:02 | 27:54 | 39:51 | 06:16 | 04:38 |
 | Arcane Boots | 81 | 93.10% | 90.9 | 43.21% | +43.21% | -8.21% | +1.79% | 2.43% | 12:57 | 06:37 | 10:26 | 12:15 | 14:33 | 26:33 | 04:07 | 03:02 |
 | Void Stone | 37 | 42.53% | 88.6 | 48.65% | +14.65% | +18.02% | -4.21% | -1.73% | 27:38 | 15:01 | 21:12 | 28:12 | 34:03 | 44:59 | 12:51 | 09:31 |
 | Boots of Speed | 87 | 100.00% | 86.4 | 40.23% | +40.23% | -17.50% | +9.77% | 11.21% | 05:29 | -01:29 | 04:22 | 05:25 | 06:48 | 13:12 | 02:26 | 01:48 |
 | Scythe of Vyse | 3 | 3.45% | 84.1 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 48:51 | 44:23 | 44:23 | 44:59 | 57:10 | 57:10 | 12:47 | 09:28 |
 | Aeon Disk | 3 | 3.45% | 81.8 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 42:51 | 32:48 | 32:48 | 46:15 | 49:29 | 49:29 | 16:41 | 12:21 |
 | Boots of Travel | 3 | 3.45% | 79.5 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 45:13 | 40:36 | 40:36 | 46:47 | 48:15 | 48:15 | 07:39 | 05:40 |
 | Magic Stick | 80 | 91.95% | 77.3 | 38.75% | -18.39% | -8.75% | +1.25% | 2.08% | 04:13 | -01:29 | 01:44 | 03:14 | 06:33 | 17:43 | 04:49 | 03:34 |
 | Magic Wand | 73 | 83.91% | 75.0 | 38.36% | -11.64% | +0.53% | +11.64% | 2.08% | 11:00 | 01:27 | 07:23 | 10:22 | 12:44 | 27:32 | 05:21 | 03:57 |
 | Fluffy Hat | 46 | 52.87% | 72.7 | 41.30% | +2.28% | -7.97% | +22.34% | 2.63% | 22:23 | 08:41 | 15:43 | 21:09 | 27:15 | 42:36 | 11:32 | 08:32 |
 | Force Staff | 39 | 44.83% | 70.5 | 41.03% | +1.45% | -1.03% | +8.97% | 1.00% | 27:20 | 16:19 | 21:43 | 28:03 | 31:44 | 41:05 | 10:01 | 07:25 |
 | Crown | 8 | 9.20% | 68.2 | 62.50% | +24.53% | +37.50% | -12.50% | -1.48% | 28:10 | 07:38 | 09:03 | 12:58 | 42:50 | 1:01:46 | 33:47 | 25:01 |
 | Ethereal Blade | 8 | 9.20% | 65.9 | 62.50% | +24.53% | +37.50% | -12.50% | -7.54% | 37:13 | 31:10 | 31:26 | 33:57 | 38:04 | 49:18 | 06:38 | 04:54 |
 | Dagon | 2 | 2.30% | 63.6 | 100.00% | +61.18% | 0.00% | 0.00% | 0.00% | 39:42 | 36:32 | 36:32 | 42:51 | 42:51 | 42:51 | 06:19 | 04:40 |
 | Ghost Scepter | 10 | 11.49% | 61.4 | 50.00% | +11.04% | +50.00% | 0.00% | -5.06% | 36:20 | 28:51 | 30:40 | 33:43 | 40:33 | 48:55 | 09:53 | 07:19 |
 | Kaya | 11 | 12.64% | 59.1 | 45.45% | +5.98% | +54.55% | -12.12% | -9.28% | 32:45 | 23:06 | 26:15 | 28:12 | 33:26 | 50:29 | 07:11 | 05:19 |
 | Ring of Basilius | 6 | 6.90% | 56.8 | 50.00% | +10.49% | 0.00% | +50.00% | 8.29% | 09:23 | 00:25 | 05:06 | 07:07 | 11:08 | 22:57 | 06:02 | 04:28 |
 | Veil of Discord | 3 | 3.45% | 54.5 | 66.67% | +27.38% | +33.33% | 0.00% | 0.00% | 13:03 | 11:42 | 11:42 | 11:47 | 15:41 | 15:41 | 03:59 | 02:57 |
 | Wind Waker | 1 | 1.15% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.15% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 00:00 | 00:00 |
 | Glimmer Cape | 10 | 11.49% | 47.7 | 30.00% | -11.56% | +3.33% | +20.00% | 1.73% | 30:57 | 19:31 | 23:07 | 27:17 | 32:45 | 1:01:04 | 09:38 | 07:08 |
 | Wind Lace | 5 | 5.75% | 45.5 | 40.00% | -0.24% | +60.00% | +60.00% | 0.00% | 30:57 | 13:19 | 13:19 | 22:01 | 34:33 | 1:04:54 | 21:14 | 15:43 |
 | Quelling Blade | 5 | 5.75% | 43.2 | 40.00% | -0.24% | -40.00% | +60.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lotus Orb | 9 | 10.34% | 40.9 | 22.22% | -20.09% | -22.22% | -22.22% | 0.00% | 37:37 | 25:47 | 32:03 | 38:15 | 39:41 | 48:42 | 07:38 | 05:39 |
 | Maelstrom | 2 | 2.30% | 38.6 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 53:09 | 37:51 | 37:51 | 1:08:27 | 1:08:27 | 1:08:27 | 30:36 | 22:40 |
 | Javelin | 2 | 2.30% | 36.4 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 53:09 | 37:51 | 37:51 | 1:08:27 | 1:08:27 | 1:08:27 | 30:36 | 22:40 |
 | Gleipnir | 2 | 2.30% | 34.1 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 56:39 | 44:43 | 44:43 | 1:08:35 | 1:08:35 | 1:08:35 | 23:52 | 17:40 |
 | Rod of Atos | 3 | 3.45% | 31.8 | 33.33% | -7.15% | -33.33% | 0.00% | 0.00% | 43:20 | 23:58 | 23:58 | 44:15 | 1:01:46 | 1:01:46 | 37:48 | 28:00 |
 | Eul's Scepter of Divinity | 3 | 3.45% | 29.5 | 33.33% | -7.15% | -33.33% | 0.00% | 0.00% | 39:29 | 24:51 | 24:51 | 28:11 | 1:05:26 | 1:05:26 | 40:35 | 30:03 |
 | Ring of Health | 8 | 9.20% | 27.3 | 12.50% | -30.54% | -12.50% | -12.50% | 0.00% | 35:48 | 23:30 | 29:02 | 34:55 | 39:30 | 48:31 | 10:28 | 07:45 |
 | Spirit Vessel | 2 | 2.30% | 25.0 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 17:29 | 16:59 | 16:59 | 17:59 | 17:59 | 17:59 | 01:00 | 00:44 |
 | Ring of Protection | 5 | 5.75% | 22.7 | 0.00% | -42.68% | 0.00% | 0.00% | 0.00% | 11:24 | -01:29 | -01:29 | 08:51 | 17:54 | 26:04 | 19:23 | 14:21 |
 | Urn of Shadows | 3 | 3.45% | 20.5 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 14:36 | 07:58 | 07:58 | 09:46 | 26:04 | 26:04 | 18:06 | 13:24 |
 | Octarine Core | 1 | 1.15% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Bracer | 1 | 1.15% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 00:00 | 00:00 |
 | Headdress | 2 | 2.30% | 13.6 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 13:00 | 12:41 | 12:41 | 13:19 | 13:19 | 13:19 | 00:38 | 00:28 |
 | Wraith Band | 1 | 1.15% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 00:00 | 00:00 |
 | Mekansm | 2 | 2.30% | 9.1 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 17:18 | 16:33 | 16:33 | 18:02 | 18:02 | 18:02 | 01:29 | 01:05 |
 | Chainmail | 2 | 2.30% | 6.8 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 13:53 | 12:42 | 12:42 | 15:04 | 15:04 | 15:04 | 02:22 | 01:45 |
 | Buckler | 2 | 2.30% | 4.5 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 23:02 | 17:54 | 17:54 | 28:09 | 28:09 | 28:09 | 10:15 | 07:35 |
 | Guardian Greaves | 1 | 1.15% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 00:00 | 00:00 |