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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 | 19 | 54.29% | 100.0 | 94.74% | +63.49% | +5.26% | -14.74% | -2.61% | 25:14 | 16:01 | 20:34 | 25:00 | 28:14 | 36:16 | 07:40 | 05:40 |
 | Magic Stick | 33 | 94.29% | 97.1 | 69.70% | +69.70% | -7.20% | +5.30% | 4.97% | 02:26 | -01:29 | -01:29 | 01:59 | 04:00 | 13:11 | 05:29 | 04:03 |
 | Fluffy Hat | 24 | 68.57% | 94.1 | 70.83% | +16.28% | -4.16% | +12.50% | 3.30% | 16:10 | 08:55 | 11:46 | 14:03 | 16:49 | 39:05 | 05:03 | 03:44 |
 | Boots of Speed | 35 | 100.00% | 91.2 | 65.71% | +65.71% | -10.15% | -21.27% | -4.42% | 08:25 | 02:50 | 06:57 | 08:34 | 09:28 | 14:38 | 02:31 | 01:51 |
 | Wind Lace | 24 | 68.57% | 88.2 | 66.67% | +3.03% | 0.00% | +16.66% | 1.48% | 15:01 | -01:28 | 07:14 | 12:05 | 18:29 | 42:23 | 11:15 | 08:20 |
 | Tranquil Boots | 17 | 48.57% | 85.3 | 70.59% | +9.48% | -45.59% | +4.41% | 6.26% | 17:17 | 11:44 | 12:07 | 14:10 | 20:06 | 32:34 | 07:59 | 05:54 |
 | Magic Wand | 21 | 60.00% | 82.4 | 66.67% | +2.38% | -6.67% | +13.33% | 2.73% | 10:34 | 02:54 | 06:12 | 11:36 | 13:31 | 18:46 | 07:19 | 05:25 |
 | Force Staff | 15 | 42.86% | 79.4 | 66.67% | +1.67% | +33.33% | -16.67% | -7.56% | 27:01 | 20:55 | 22:48 | 25:21 | 29:25 | 39:26 | 06:37 | 04:54 |
 | Aether Lens | 3 | 8.57% | 76.5 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 28:39 | 25:19 | 25:19 | 29:33 | 31:04 | 31:04 | 05:45 | 04:15 |
 | Crown | 7 | 20.00% | 73.5 | 71.43% | +7.14% | -21.43% | +28.57% | 13.16% | 20:18 | 13:59 | 14:17 | 16:32 | 18:05 | 45:15 | 03:48 | 02:48 |
 | Ghost Scepter | 6 | 17.14% | 70.6 | 66.67% | +1.15% | -16.67% | +33.33% | 2.98% | 31:42 | 21:28 | 22:21 | 33:24 | 39:09 | 39:17 | 16:48 | 12:26 |
 | Void Stone | 6 | 17.14% | 67.6 | 66.67% | +1.15% | -16.67% | -66.67% | -1.56% | 37:18 | 22:55 | 24:09 | 29:02 | 56:08 | 60:46 | 31:59 | 23:41 |
 | Veil of Discord | 6 | 17.14% | 64.7 | 66.67% | +1.15% | -16.67% | +33.33% | 14.35% | 19:35 | 17:07 | 17:59 | 18:58 | 21:28 | 22:30 | 03:29 | 02:34 |
 | Buckler | 4 | 11.43% | 61.8 | 75.00% | +10.48% | +25.00% | -75.00% | 0.00% | 33:03 | 26:32 | 26:32 | 32:08 | 34:27 | 39:03 | 07:55 | 05:51 |
 | Wraith Pact | 2 | 5.71% | 58.8 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 35:53 | 35:05 | 35:05 | 36:40 | 36:40 | 36:40 | 01:35 | 01:10 |
 | Arcane Boots | 7 | 20.00% | 55.9 | 57.14% | -10.72% | -57.14% | +42.86% | 13.64% | 14:51 | 08:37 | 09:46 | 14:18 | 17:06 | 22:43 | 07:20 | 05:25 |
 | Glimmer Cape | 7 | 20.00% | 52.9 | 57.14% | -10.72% | -57.14% | -7.14% | 8.38% | 25:47 | 18:28 | 19:34 | 25:25 | 25:32 | 37:23 | 05:58 | 04:25 |
 | Ring of Basilius | 10 | 28.57% | 50.0 | 50.00% | -22.00% | -16.67% | 0.00% | 2.15% | 12:02 | 03:22 | 05:20 | 11:03 | 13:06 | 39:03 | 07:46 | 05:45 |
 | Ring of Protection | 5 | 14.29% | 47.1 | 60.00% | -6.67% | -60.00% | +40.00% | 3.26% | 19:27 | -01:29 | -01:29 | 26:32 | 32:08 | 34:27 | 33:37 | 24:54 |
 | Vladmir's Offering | 3 | 8.57% | 44.1 | 66.67% | +1.04% | +33.33% | 0.00% | 0.00% | 34:26 | 31:28 | 31:28 | 32:47 | 39:03 | 39:03 | 07:35 | 05:37 |
 | Morbid Mask | 3 | 8.57% | 41.2 | 66.67% | +1.04% | +33.33% | 0.00% | 0.00% | 32:58 | 27:44 | 27:44 | 32:08 | 39:03 | 39:03 | 11:19 | 08:22 |
 | Ring of Health | 4 | 11.43% | 38.2 | 50.00% | -17.74% | -50.00% | -50.00% | 0.00% | 41:11 | 22:54 | 22:54 | 24:57 | 56:08 | 60:46 | 33:14 | 24:37 |
 | Blight Stone | 1 | 2.86% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.86% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.86% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.86% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.86% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.86% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.86% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 |
 | Headdress | 1 | 2.86% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 00:00 | 00:00 |
 | Lotus Orb | 3 | 8.57% | 11.8 | 33.33% | -35.42% | -33.33% | 0.00% | 0.00% | 47:11 | 24:19 | 24:19 | 56:19 | 60:56 | 60:56 | 36:37 | 27:07 |
 | Orb of Venom | 3 | 8.57% | 8.8 | 0.00% | -71.88% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.86% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:17 | 12:17 | 12:17 | 12:17 | 12:17 | 12:17 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 5.71% | 2.9 | 0.00% | -69.70% | 0.00% | 0.00% | 0.00% | 06:03 | -01:28 | -01:28 | 13:33 | 13:33 | 13:33 | 15:01 | 11:07 |