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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 | 24 | 48.00% | 100.0 | 66.67% | +24.36% | +16.66% | +16.66% | 0.00% | 26:22 | 15:16 | 21:49 | 27:23 | 29:06 | 38:49 | 07:17 | 05:23 |
 | Blink Dagger | 36 | 72.00% | 97.4 | 61.11% | +25.40% | +16.67% | +5.56% | -1.43% | 24:47 | 16:05 | 19:34 | 22:03 | 27:20 | 53:48 | 07:46 | 05:45 |
 | Boots of Speed | 50 | 100.00% | 94.7 | 54.00% | +54.00% | -15.54% | -12.33% | 0.88% | 06:50 | -01:29 | 05:23 | 07:29 | 09:03 | 10:51 | 03:40 | 02:42 |
 | Magic Stick | 46 | 92.00% | 92.1 | 54.35% | +4.35% | -4.35% | -8.90% | -0.74% | 03:54 | -01:29 | 00:48 | 03:28 | 06:55 | 12:41 | 06:07 | 04:31 |
 | Arcane Boots | 18 | 36.00% | 89.5 | 61.11% | +11.11% | -21.11% | +13.89% | 3.43% | 19:02 | 09:39 | 13:01 | 14:40 | 23:13 | 50:06 | 10:12 | 07:33 |
 | Ring of Health | 12 | 24.00% | 86.8 | 66.67% | +16.67% | 0.00% | 0.00% | 0.00% | 35:07 | 17:00 | 27:02 | 32:13 | 40:33 | 1:04:02 | 13:31 | 10:00 |
 | Magic Wand | 34 | 68.00% | 84.2 | 52.94% | -3.31% | +35.95% | -40.44% | -20.28% | 10:34 | 02:48 | 07:59 | 10:21 | 11:45 | 29:18 | 03:46 | 02:47 |
 | Fluffy Hat | 20 | 40.00% | 81.6 | 55.00% | +1.67% | +5.00% | +5.00% | 0.00% | 15:26 | 02:32 | 07:58 | 13:43 | 16:19 | 38:15 | 08:21 | 06:11 |
 | Void Stone | 9 | 18.00% | 78.9 | 66.67% | +15.45% | -16.67% | +33.33% | 3.55% | 38:08 | 25:27 | 27:29 | 33:46 | 41:34 | 1:04:02 | 14:05 | 10:25 |
 | Mekansm | 5 | 10.00% | 76.3 | 80.00% | +28.89% | +20.00% | +20.00% | 0.00% | 26:24 | 24:10 | 24:10 | 24:38 | 26:00 | 32:37 | 01:50 | 01:21 |
 | Ring of Protection | 15 | 30.00% | 73.7 | 53.33% | -0.96% | -3.33% | -28.33% | -1.73% | 11:08 | -01:29 | -01:29 | 08:09 | 15:56 | 36:53 | 17:25 | 12:54 |
 | Holy Locket | 10 | 20.00% | 71.1 | 60.00% | +7.50% | +6.67% | -10.00% | -2.99% | 20:19 | 15:03 | 15:48 | 16:10 | 21:22 | 35:39 | 05:34 | 04:07 |
 | Orb of Venom | 10 | 20.00% | 68.4 | 60.00% | +7.50% | +6.67% | -10.00% | -16.67% | -01:21 | -01:29 | -01:29 | -01:29 | -01:13 | -00:57 | 00:16 | 00:11 |
 | Wind Lace | 29 | 58.00% | 65.8 | 44.83% | -21.84% | +12.31% | +12.31% | 0.00% | 10:24 | -01:29 | 01:55 | 08:07 | 14:35 | 41:10 | 12:40 | 09:22 |
 | Tranquil Boots | 25 | 50.00% | 63.2 | 44.00% | -20.00% | -10.67% | +22.67% | 5.72% | 14:13 | 07:09 | 08:52 | 10:43 | 14:42 | 38:46 | 05:50 | 04:19 |
 | Chainmail | 6 | 12.00% | 60.5 | 66.67% | +14.40% | -16.67% | +33.33% | 6.49% | 22:21 | 13:31 | 18:18 | 20:13 | 26:00 | 32:37 | 07:42 | 05:42 |
 | Headdress | 14 | 28.00% | 57.9 | 50.00% | -5.56% | -50.00% | +16.67% | 5.44% | 04:35 | -01:29 | -01:29 | -01:29 | 13:45 | 35:14 | 15:14 | 11:17 |
 | Force Staff | 5 | 10.00% | 55.3 | 60.00% | +6.67% | +40.00% | -60.00% | 0.00% | 30:52 | 20:42 | 20:42 | 30:32 | 34:43 | 38:16 | 14:01 | 10:22 |
 | Soul Ring | 5 | 10.00% | 52.6 | 60.00% | +6.67% | +40.00% | -60.00% | 0.00% | 10:45 | 05:22 | 05:22 | 09:46 | 12:49 | 17:51 | 07:27 | 05:31 |
 | Ring of Basilius | 12 | 24.00% | 50.0 | 41.67% | -16.22% | -8.34% | -8.34% | 0.00% | 11:25 | 03:15 | 04:36 | 07:45 | 11:38 | 37:21 | 07:02 | 05:12 |
 | Lotus Orb | 3 | 6.00% | 47.4 | 66.67% | +13.48% | -66.67% | 0.00% | 0.00% | 41:14 | 27:29 | 27:29 | 32:12 | 1:04:02 | 1:04:02 | 36:33 | 27:04 |
 | Morbid Mask | 4 | 8.00% | 44.7 | 50.00% | -4.35% | +50.00% | -50.00% | 0.00% | 27:14 | 19:53 | 19:53 | 21:30 | 30:13 | 37:21 | 10:20 | 07:39 |
 | Vladmir's Offering | 4 | 8.00% | 42.1 | 50.00% | -4.35% | +50.00% | -50.00% | 0.00% | 29:27 | 19:59 | 19:59 | 26:49 | 30:49 | 40:11 | 10:50 | 08:01 |
 | Crimson Guard | 1 | 2.00% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.00% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.00% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.00% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:49 | 23:49 | 23:49 | 23:49 | 23:49 | 23:49 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.00% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.00% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 00:00 | 00:00 |
 | Buckler | 5 | 10.00% | 23.7 | 40.00% | -15.56% | +60.00% | -40.00% | 0.00% | 25:13 | 12:54 | 12:54 | 28:02 | 32:19 | 36:53 | 19:25 | 14:22 |
 | Refresher Orb | 2 | 4.00% | 21.1 | 50.00% | -4.17% | -50.00% | 0.00% | 0.00% | 41:03 | 35:59 | 35:59 | 46:06 | 46:06 | 46:06 | 10:07 | 07:29 |
 | Quelling Blade | 2 | 4.00% | 18.4 | 50.00% | -4.17% | -50.00% | 0.00% | 0.00% | 17:35 | 12:16 | 12:16 | 22:54 | 22:54 | 22:54 | 10:38 | 07:52 |
 | Helm of Iron Will | 2 | 4.00% | 15.8 | 50.00% | -4.17% | -50.00% | 0.00% | 0.00% | 27:50 | 25:24 | 25:24 | 30:15 | 30:15 | 30:15 | 04:51 | 03:35 |
 | Vanguard | 2 | 4.00% | 13.2 | 50.00% | -4.17% | +50.00% | 0.00% | 0.00% | 23:04 | 21:26 | 21:26 | 24:42 | 24:42 | 24:42 | 03:16 | 02:25 |
 | Medallion of Courage | 2 | 4.00% | 10.5 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 25:03 | 16:48 | 16:48 | 33:17 | 33:17 | 33:17 | 16:29 | 12:12 |
 | Solar Crest | 2 | 4.00% | 7.9 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 31:24 | 21:33 | 21:33 | 41:15 | 41:15 | 41:15 | 19:42 | 14:35 |
 | Blight Stone | 2 | 4.00% | 5.3 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 24:36 | 15:54 | 15:54 | 33:17 | 33:17 | 33:17 | 17:23 | 12:52 |
 | Crown | 2 | 4.00% | 2.6 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 30:58 | 20:45 | 20:45 | 41:10 | 41:10 | 41:10 | 20:25 | 15:07 |