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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 | |
 | Void Stone | 29 | 32.22% | 100.0 | 65.52% | +31.09% | -8.38% | -22.66% | -1.18% | 29:17 | 15:03 | 21:32 | 27:26 | 33:39 | 53:10 | 12:07 | 08:58 |
 | Aghanim's Shard | 39 | 43.33% | 96.7 | 58.97% | +25.64% | +1.03% | +1.03% | 0.00% | 30:15 | 20:35 | 24:07 | 28:07 | 36:17 | 46:22 | 12:10 | 09:00 |
 | Ring of Health | 9 | 10.00% | 93.3 | 77.78% | +37.04% | +22.22% | -27.78% | 0.00% | 34:58 | 22:52 | 27:24 | 31:04 | 39:05 | 53:10 | 11:41 | 08:39 |
 | Chainmail | 21 | 23.33% | 90.0 | 61.90% | +22.77% | +18.10% | +18.10% | 0.00% | 20:37 | 10:06 | 15:50 | 17:20 | 26:29 | 36:56 | 10:39 | 07:53 |
 | Blight Stone | 21 | 23.33% | 86.7 | 61.90% | +22.77% | +18.10% | +18.10% | 0.00% | 21:39 | 11:23 | 16:31 | 19:23 | 26:29 | 36:57 | 09:58 | 07:22 |
 | Medallion of Courage | 21 | 23.33% | 83.3 | 61.90% | +22.77% | +18.10% | +18.10% | 0.00% | 21:58 | 11:47 | 17:47 | 19:47 | 26:29 | 36:57 | 08:42 | 06:26 |
 | Fluffy Hat | 38 | 42.22% | 80.0 | 52.63% | +14.17% | +37.37% | +2.93% | -3.31% | 16:10 | 02:11 | 10:09 | 14:08 | 20:33 | 41:44 | 10:24 | 07:42 |
 | Solar Crest | 14 | 15.56% | 76.7 | 64.29% | +23.50% | +10.71% | +2.38% | 0.00% | 27:34 | 18:41 | 22:48 | 27:47 | 31:10 | 42:51 | 08:22 | 06:11 |
 | Crown | 44 | 48.89% | 73.3 | 50.00% | +10.87% | -4.55% | +13.64% | 2.87% | 17:22 | 07:02 | 13:17 | 14:48 | 19:37 | 42:47 | 06:20 | 04:41 |
 | Magic Stick | 86 | 95.56% | 70.0 | 44.19% | -5.81% | +10.36% | -10.86% | -6.37% | 02:25 | -01:29 | -01:29 | 00:24 | 04:49 | 17:07 | 06:18 | 04:40 |
 | Boots of Speed | 89 | 98.89% | 66.7 | 43.82% | -56.18% | +1.63% | +15.27% | 4.60% | 08:52 | 03:09 | 06:47 | 08:16 | 09:45 | 27:40 | 02:58 | 02:11 |
 | Wind Lace | 56 | 62.22% | 63.3 | 46.43% | +5.25% | -3.57% | +25.00% | 3.62% | 14:02 | -01:29 | 08:39 | 13:06 | 16:32 | 34:01 | 07:53 | 05:50 |
 | Aether Lens | 17 | 18.89% | 60.0 | 58.82% | +17.72% | -8.82% | -8.82% | 0.00% | 28:12 | 15:19 | 21:15 | 27:42 | 32:20 | 46:33 | 11:05 | 08:12 |
 | Magic Wand | 44 | 48.89% | 56.7 | 47.73% | +6.43% | +25.00% | +6.82% | -5.17% | 12:55 | 03:54 | 10:26 | 12:44 | 13:57 | 30:04 | 03:31 | 02:36 |
 | Glimmer Cape | 22 | 24.44% | 53.3 | 54.55% | +13.37% | -4.55% | -34.55% | -3.40% | 28:33 | 17:40 | 24:28 | 27:49 | 33:17 | 38:14 | 08:49 | 06:31 |
 | Arcane Boots | 20 | 22.22% | 50.0 | 55.00% | +13.57% | +5.00% | +25.00% | 0.00% | 18:05 | 11:36 | 13:00 | 16:37 | 20:57 | 29:41 | 07:57 | 05:53 |
 | Lotus Orb | 7 | 7.78% | 46.7 | 71.43% | +29.26% | +28.57% | -21.43% | 0.00% | 39:16 | 27:28 | 31:57 | 36:37 | 41:55 | 53:11 | 09:58 | 07:22 |
 | Force Staff | 23 | 25.56% | 43.3 | 47.83% | +4.55% | +18.84% | -14.50% | -4.14% | 28:22 | 18:31 | 23:29 | 26:10 | 31:32 | 47:02 | 08:03 | 05:57 |
 | Tranquil Boots | 47 | 52.22% | 40.0 | 40.43% | -8.41% | -23.76% | +17.90% | 6.07% | 18:31 | 09:42 | 13:49 | 16:06 | 20:41 | 36:13 | 06:52 | 05:05 |
 | Ring of Basilius | 46 | 51.11% | 36.7 | 39.13% | -10.87% | +2.54% | +6.32% | 0.47% | 09:12 | -01:29 | 04:47 | 10:16 | 12:51 | 19:37 | 08:04 | 05:58 |
 | Veil of Discord | 31 | 34.44% | 33.3 | 41.94% | -3.82% | -4.44% | +8.06% | 3.15% | 16:57 | 12:14 | 15:12 | 16:50 | 19:10 | 21:20 | 03:58 | 02:56 |
 | Ghost Scepter | 9 | 10.00% | 30.0 | 55.56% | +12.35% | -55.56% | -5.56% | 0.00% | 33:52 | 25:11 | 28:12 | 30:35 | 39:18 | 45:30 | 11:06 | 08:13 |
 | Orb of Venom | 11 | 12.22% | 26.7 | 45.45% | +1.15% | -12.12% | -12.12% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Drum of Endurance | 3 | 3.33% | 23.3 | 66.67% | +22.99% | -66.67% | 0.00% | 0.00% | 35:40 | 22:40 | 22:40 | 38:45 | 45:36 | 45:36 | 22:56 | 16:59 |
 | Hand of Midas | 3 | 3.33% | 20.0 | 66.67% | +22.99% | -66.67% | 0.00% | 0.00% | 32:41 | 11:34 | 11:34 | 26:57 | 59:32 | 59:32 | 47:58 | 35:31 |
 | Scythe of Vyse | 1 | 1.11% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |
 | Ring of Protection | 6 | 6.67% | 13.3 | 33.33% | -11.91% | +16.67% | -33.33% | 0.00% | -00:01 | -01:29 | -01:29 | -01:29 | -01:29 | 07:18 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 2.22% | 10.0 | 50.00% | +5.68% | -50.00% | 0.00% | 0.00% | 45:47 | 45:42 | 45:42 | 45:51 | 45:51 | 45:51 | 00:09 | 00:06 |
 | Eul's Scepter of Divinity | 1 | 1.11% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 5.56% | 3.3 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 13:16 | 03:18 | 03:18 | 11:48 | 17:13 | 23:47 | 13:55 | 10:18 |