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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 | |
 | Blink Dagger | 9 | 45.00% | 100.0 | 66.67% | +39.40% | +33.33% | -66.67% | -9.79% | 28:25 | 20:31 | 22:25 | 23:41 | 32:38 | 45:00 | 10:13 | 07:34 |
 | Boots of Speed | 20 | 100.00% | 97.6 | 45.00% | +45.00% | -5.00% | -25.00% | -9.45% | 05:45 | 01:55 | 04:35 | 05:35 | 06:42 | 08:30 | 02:07 | 01:34 |
 | Magic Stick | 20 | 100.00% | 95.2 | 45.00% | +45.00% | -5.00% | +35.00% | 7.19% | 04:35 | -01:30 | 00:39 | 03:09 | 06:13 | 24:43 | 05:34 | 04:07 |
 | Aghanim's Shard | 15 | 75.00% | 92.9 | 46.67% | +6.67% | -21.67% | -21.67% | 0.00% | 19:44 | 15:06 | 16:15 | 17:26 | 20:39 | 30:20 | 04:24 | 03:15 |
 | Ring of Health | 2 | 10.00% | 90.5 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 28:08 | 27:58 | 27:58 | 28:18 | 28:18 | 28:18 | 00:20 | 00:14 |
 | Void Stone | 2 | 10.00% | 88.1 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 34:04 | 26:08 | 26:08 | 41:59 | 41:59 | 41:59 | 15:51 | 11:44 |
 | Vanguard | 2 | 10.00% | 85.7 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 28:08 | 27:58 | 27:58 | 28:18 | 28:18 | 28:18 | 00:20 | 00:14 |
 | Magic Wand | 19 | 95.00% | 83.3 | 42.11% | -57.89% | -22.11% | +17.89% | 6.28% | 08:51 | 00:02 | 04:44 | 07:41 | 11:06 | 24:44 | 06:22 | 04:42 |
 | Phase Boots | 14 | 70.00% | 81.0 | 42.86% | -7.14% | +7.14% | -9.53% | -6.99% | 08:37 | 04:37 | 07:40 | 08:50 | 10:03 | 10:30 | 02:23 | 01:45 |
 | Chainmail | 15 | 75.00% | 78.6 | 40.00% | -20.00% | +10.00% | +10.00% | 0.00% | 08:17 | 04:11 | 06:44 | 07:31 | 08:31 | 23:02 | 01:47 | 01:19 |
 | Quelling Blade | 15 | 75.00% | 76.2 | 40.00% | -20.00% | -15.00% | -15.00% | 0.00% | -00:36 | -01:30 | -01:29 | -01:29 | -01:29 | 11:36 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 25.00% | 73.8 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 14:08 | 11:33 | 11:33 | 14:08 | 14:37 | 18:00 | 03:04 | 02:16 |
 | Soul Ring | 12 | 60.00% | 71.4 | 41.67% | -8.33% | +25.00% | -41.67% | -45.46% | 04:04 | 01:51 | 02:33 | 03:32 | 04:01 | 09:36 | 01:28 | 01:05 |
 | Blight Stone | 9 | 45.00% | 69.0 | 44.44% | -1.01% | +5.56% | -44.44% | -3.01% | 15:57 | 06:50 | 07:00 | 11:17 | 23:36 | 33:14 | 16:36 | 12:17 |
 | Black King Bar | 13 | 65.00% | 66.7 | 38.46% | -18.68% | +28.21% | -5.13% | -3.95% | 23:00 | 15:48 | 17:20 | 22:31 | 25:47 | 32:50 | 08:27 | 06:15 |
 | Ring of Protection | 14 | 70.00% | 64.3 | 35.71% | -30.96% | +64.29% | -35.71% | -51.28% | 06:01 | 01:11 | 02:03 | 02:22 | 04:00 | 34:30 | 01:57 | 01:26 |
 | Mage Slayer | 3 | 15.00% | 61.9 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 21:58 | 16:53 | 16:53 | 24:21 | 24:39 | 24:39 | 07:46 | 05:45 |
 | Skull Basher | 8 | 40.00% | 59.5 | 37.50% | -12.50% | +62.50% | -37.50% | -19.29% | 30:54 | 24:23 | 27:54 | 31:08 | 33:05 | 34:16 | 05:11 | 03:50 |
 | Desolator | 8 | 40.00% | 57.1 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 22:42 | 12:12 | 14:53 | 17:57 | 27:36 | 33:14 | 12:43 | 09:25 |
 | Orb of Venom | 4 | 20.00% | 54.8 | 50.00% | +6.25% | -50.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Holy Locket | 4 | 20.00% | 52.4 | 50.00% | +6.25% | -50.00% | +50.00% | 65.93% | 18:31 | 17:28 | 17:28 | 17:34 | 18:59 | 20:04 | 01:31 | 01:07 |
 | Headdress | 4 | 20.00% | 50.0 | 50.00% | +6.25% | -50.00% | +50.00% | 31.41% | 16:55 | 14:17 | 14:17 | 16:05 | 17:28 | 19:51 | 03:11 | 02:21 |
 | Fluffy Hat | 4 | 20.00% | 47.6 | 50.00% | +6.25% | +50.00% | +50.00% | 0.00% | 15:46 | 13:35 | 13:35 | 15:57 | 16:05 | 17:26 | 02:30 | 01:51 |
 | Echo Sabre | 4 | 20.00% | 45.2 | 50.00% | +6.25% | +50.00% | -50.00% | -24.79% | 14:14 | 11:29 | 11:29 | 13:54 | 15:31 | 16:02 | 04:02 | 02:59 |
 | Lotus Orb | 1 | 5.00% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 5.00% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:30 | 28:30 | 28:30 | 28:30 | 28:30 | 28:30 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 5.00% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 00:00 | 00:00 |
 | Sange | 1 | 5.00% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 5.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 5.00% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:26 | 47:26 | 47:26 | 47:26 | 47:26 | 47:26 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 5.00% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 00:00 | 00:00 |
 | Bracer | 8 | 40.00% | 26.2 | 25.00% | -33.33% | +25.00% | +25.00% | 0.00% | 02:13 | 01:15 | 01:30 | 01:39 | 02:26 | 04:48 | 00:56 | 00:41 |
 | Wind Lace | 2 | 10.00% | 23.8 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 16:26 | 05:18 | 05:18 | 27:33 | 27:33 | 27:33 | 22:15 | 16:28 |
 | Bottle | 3 | 15.00% | 21.4 | 33.33% | -13.73% | +66.67% | 0.00% | 0.00% | 03:21 | 01:31 | 01:31 | 01:35 | 06:58 | 06:58 | 05:27 | 04:02 |
 | Vladmir's Offering | 1 | 5.00% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 5.00% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Buckler | 2 | 10.00% | 14.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 25:00 | 15:29 | 15:29 | 34:31 | 34:31 | 34:31 | 19:02 | 14:05 |
 | Morbid Mask | 1 | 5.00% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 00:00 | 00:00 |
 | Mekansm | 1 | 5.00% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |
 | Force Staff | 1 | 5.00% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 10.00% | 4.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 22:18 | 10:03 | 10:03 | 34:32 | 34:32 | 34:32 | 24:29 | 18:08 |
 | Wraith Pact | 1 | 5.00% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 00:00 | 00:00 |