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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 | |
 | Aeon Disk | 12 | 22.22% | 100.0 | 83.33% | +42.85% | -16.66% | +16.67% | 4.51% | 38:37 | 30:52 | 32:02 | 35:01 | 39:25 | 53:21 | 07:23 | 05:28 |
 | Eul's Scepter of Divinity | 18 | 33.33% | 97.7 | 72.22% | +33.33% | +7.78% | +2.78% | -0.74% | 25:38 | 16:47 | 21:38 | 24:50 | 28:22 | 39:58 | 06:44 | 04:59 |
 | Force Staff | 15 | 27.78% | 95.5 | 73.33% | +32.30% | -23.33% | +26.67% | 3.37% | 28:34 | 14:47 | 19:45 | 30:47 | 34:34 | 46:10 | 14:49 | 10:58 |
 | Void Stone | 24 | 44.44% | 93.2 | 66.67% | +30.00% | +33.33% | 0.00% | -3.48% | 22:06 | 10:28 | 16:47 | 22:30 | 26:21 | 38:35 | 09:34 | 07:05 |
 | Fluffy Hat | 28 | 51.85% | 90.9 | 60.71% | +22.25% | +39.29% | -32.14% | -5.98% | 16:44 | 07:31 | 10:06 | 15:31 | 22:03 | 34:33 | 11:57 | 08:51 |
 | Tranquil Boots | 35 | 64.81% | 88.6 | 57.14% | +20.30% | +9.53% | -12.70% | -4.21% | 11:03 | 04:46 | 06:36 | 09:38 | 11:53 | 35:28 | 05:17 | 03:54 |
 | Blink Dagger | 33 | 61.11% | 86.4 | 57.58% | +19.48% | -20.08% | +17.42% | 6.22% | 21:46 | 16:29 | 18:12 | 20:38 | 24:14 | 33:43 | 06:02 | 04:28 |
 | Wind Lace | 45 | 83.33% | 84.1 | 53.33% | +20.00% | +1.22% | -16.97% | -2.85% | 04:02 | -01:29 | -01:29 | 02:56 | 07:52 | 25:05 | 09:21 | 06:55 |
 | Magic Stick | 51 | 94.44% | 81.8 | 50.98% | +17.65% | +10.56% | +10.56% | 0.00% | 03:00 | -01:29 | -01:29 | 02:32 | 06:09 | 12:40 | 07:38 | 05:39 |
 | Boots of Speed | 54 | 100.00% | 79.5 | 50.00% | +50.00% | +7.14% | -11.54% | -7.28% | 05:00 | -01:29 | 03:51 | 05:14 | 06:25 | 12:57 | 02:34 | 01:54 |
 | Magic Wand | 46 | 85.19% | 77.3 | 50.00% | 0.00% | 0.00% | +13.64% | 2.40% | 10:25 | -01:29 | 06:44 | 08:44 | 12:25 | 31:51 | 05:41 | 04:12 |
 | Quelling Blade | 9 | 16.67% | 75.0 | 55.56% | +6.67% | -5.56% | +44.44% | 4.40% | 08:20 | -01:29 | -01:28 | 08:33 | 12:50 | 18:41 | 14:18 | 10:35 |
 | Meteor Hammer | 2 | 3.70% | 72.7 | 100.00% | +51.92% | 0.00% | 0.00% | 0.00% | 15:05 | 11:50 | 11:50 | 18:19 | 18:19 | 18:19 | 06:29 | 04:48 |
 | Arcane Boots | 15 | 27.78% | 70.5 | 33.33% | -23.08% | -33.33% | +41.67% | 4.57% | 16:28 | 06:16 | 07:31 | 11:52 | 23:56 | 34:29 | 16:25 | 12:09 |
 | Ring of Health | 3 | 5.56% | 68.2 | 66.67% | +17.65% | +33.33% | 0.00% | -1.27% | 15:13 | 02:22 | 02:22 | 14:45 | 28:33 | 28:33 | 26:11 | 19:23 |
 | Crown | 3 | 5.56% | 65.9 | 66.67% | +17.65% | +33.33% | 0.00% | -1.95% | 13:58 | 03:46 | 03:46 | 17:16 | 20:53 | 20:53 | 17:07 | 12:40 |
 | Solar Crest | 1 | 1.85% | 63.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.85% | 61.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.85% | 59.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.85% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |
 | Pavise | 1 | 1.85% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.85% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 00:00 | 00:00 |
 | Sange | 1 | 1.85% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Ghost Scepter | 5 | 9.26% | 47.7 | 40.00% | -11.02% | +60.00% | +60.00% | 0.00% | 29:58 | 20:18 | 20:18 | 31:21 | 33:05 | 38:32 | 12:47 | 09:28 |
 | Medallion of Courage | 2 | 3.70% | 45.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 22:09 | 17:56 | 17:56 | 26:21 | 26:21 | 26:21 | 08:25 | 06:14 |
 | Boots of Bearing | 2 | 3.70% | 43.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 45:09 | 37:04 | 37:04 | 53:14 | 53:14 | 53:14 | 16:10 | 11:58 |
 | Ring of Protection | 2 | 3.70% | 40.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 04:37 | -01:29 | -01:29 | 10:42 | 10:42 | 10:42 | 12:11 | 09:01 |
 | Chainmail | 2 | 3.70% | 38.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 22:08 | 17:56 | 17:56 | 26:20 | 26:20 | 26:20 | 08:24 | 06:13 |
 | Blight Stone | 2 | 3.70% | 36.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 22:09 | 17:56 | 17:56 | 26:21 | 26:21 | 26:21 | 08:25 | 06:14 |
 | Drum of Endurance | 3 | 5.56% | 34.1 | 33.33% | -17.65% | -33.33% | 0.00% | 2.85% | 18:45 | 14:06 | 14:06 | 16:21 | 25:47 | 25:47 | 11:41 | 08:39 |
 | Dagon (level 2) | 3 | 5.56% | 31.8 | 33.33% | -17.65% | -33.33% | 0.00% | 1.86% | 27:05 | 18:27 | 18:27 | 26:25 | 36:23 | 36:23 | 17:56 | 13:17 |
 | Dagon | 6 | 11.11% | 29.5 | 16.67% | -37.50% | -16.67% | -16.67% | 0.00% | 17:52 | 12:22 | 14:21 | 15:02 | 17:49 | 31:18 | 03:28 | 02:34 |
 | Diadem | 8 | 14.81% | 27.3 | 12.50% | -44.02% | -12.50% | -12.50% | 0.00% | 13:31 | 08:09 | 09:38 | 10:38 | 13:08 | 22:35 | 03:30 | 02:35 |
 | Bottle | 2 | 3.70% | 25.0 | 0.00% | -51.92% | 0.00% | 0.00% | 0.00% | 01:33 | 01:31 | 01:31 | 01:35 | 01:35 | 01:35 | 00:04 | 00:02 |
 | Phylactery | 2 | 3.70% | 22.7 | 0.00% | -51.92% | 0.00% | 0.00% | 0.00% | 20:37 | 19:23 | 19:23 | 21:51 | 21:51 | 21:51 | 02:28 | 01:49 |
 | Ethereal Blade | 1 | 1.85% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 00:00 | 00:00 |
 | Kaya | 2 | 3.70% | 18.2 | 0.00% | -51.92% | 0.00% | 0.00% | 0.00% | 20:29 | 20:17 | 20:17 | 20:41 | 20:41 | 20:41 | 00:24 | 00:17 |
 | Boots of Travel | 1 | 1.85% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:24 | 52:24 | 52:24 | 52:24 | 52:24 | 52:24 | 00:00 | 00:00 |
 | Bracer | 4 | 7.41% | 13.6 | 0.00% | -54.00% | 0.00% | 0.00% | 0.00% | 07:06 | 02:13 | 02:13 | 02:39 | 04:20 | 19:11 | 02:07 | 01:34 |
 | Lotus Orb | 1 | 1.85% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 3.70% | 9.1 | 0.00% | -51.92% | 0.00% | 0.00% | 0.00% | 43:29 | 40:22 | 40:22 | 46:36 | 46:36 | 46:36 | 06:14 | 04:37 |
 | Dagon (level 4) | 1 | 1.85% | 6.8 | 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 |
 | Dagon (level 3) | 1 | 1.85% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 00:00 | 00:00 |
 | Aether Lens | 2 | 3.70% | 2.3 | 0.00% | -51.92% | 0.00% | 0.00% | 0.00% | 43:46 | 42:34 | 42:34 | 44:58 | 44:58 | 44:58 | 02:24 | 01:46 |