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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 | 31 | 73.81% | 100.0 | 74.19% | +46.92% | +0.81% | +0.81% | 0.00% | 25:35 | 17:03 | 20:43 | 23:00 | 27:33 | 46:51 | 06:50 | 05:03 |
 | Aghanim's Shard | 16 | 38.10% | 97.1 | 81.25% | +31.25% | -6.25% | +18.75% | 2.88% | 29:12 | 16:13 | 24:53 | 28:40 | 33:33 | 42:16 | 08:40 | 06:25 |
 | Magic Wand | 35 | 83.33% | 94.3 | 68.57% | +40.00% | +9.21% | -13.01% | -5.15% | 08:41 | 00:52 | 05:31 | 07:44 | 09:50 | 21:41 | 04:19 | 03:11 |
 | Magic Stick | 38 | 90.48% | 91.4 | 65.79% | +40.79% | -5.79% | -10.23% | -0.87% | 03:03 | -01:29 | -01:29 | 01:18 | 06:36 | 17:31 | 08:05 | 05:59 |
 | Void Stone | 33 | 78.57% | 88.6 | 66.67% | +22.23% | +8.33% | -16.67% | -1.90% | 21:32 | 13:13 | 14:28 | 18:38 | 27:39 | 38:52 | 13:11 | 09:45 |
 | Arcane Boots | 38 | 90.48% | 85.7 | 63.16% | +13.16% | +6.84% | -7.60% | -4.68% | 12:04 | 04:53 | 09:57 | 11:49 | 13:02 | 26:36 | 03:05 | 02:17 |
 | Boots of Speed | 42 | 100.00% | 82.9 | 61.90% | +61.90% | +10.83% | -21.90% | -12.43% | 05:39 | 02:01 | 04:10 | 05:28 | 06:48 | 10:20 | 02:38 | 01:57 |
 | Aether Lens | 28 | 66.67% | 80.0 | 64.29% | +7.15% | +7.14% | -21.43% | -2.51% | 22:52 | 14:03 | 16:26 | 22:35 | 27:49 | 39:17 | 11:23 | 08:25 |
 | Aghanim's Scepter | 13 | 30.95% | 77.1 | 69.23% | +10.61% | +30.77% | -35.90% | -9.30% | 32:04 | 25:35 | 27:24 | 31:24 | 34:34 | 43:47 | 07:10 | 05:18 |
 | Tranquil Boots | 17 | 40.48% | 74.3 | 64.71% | +4.71% | -39.71% | -39.71% | 0.00% | 23:09 | 10:13 | 16:55 | 24:41 | 29:02 | 33:36 | 12:07 | 08:58 |
 | Wind Lace | 22 | 52.38% | 71.4 | 59.09% | -5.91% | -25.76% | +0.91% | 2.20% | 11:23 | -01:29 | 04:16 | 10:12 | 16:24 | 29:49 | 12:08 | 08:59 |
 | Boots of Travel | 3 | 7.14% | 68.6 | 100.00% | +41.03% | 0.00% | 0.00% | 0.00% | 37:57 | 36:43 | 36:43 | 36:52 | 40:17 | 40:17 | 03:34 | 02:38 |
 | Lotus Orb | 3 | 7.14% | 65.7 | 100.00% | +41.03% | 0.00% | 0.00% | 0.00% | 23:31 | 18:43 | 18:43 | 23:30 | 28:19 | 28:19 | 09:36 | 07:06 |
 | Force Staff | 8 | 19.05% | 62.9 | 62.50% | +0.74% | -62.50% | +37.50% | 6.99% | 29:05 | 14:17 | 20:23 | 29:43 | 34:41 | 41:50 | 14:18 | 10:35 |
 | Fluffy Hat | 11 | 26.19% | 60.0 | 54.55% | -9.97% | -54.55% | +45.45% | 9.35% | 22:37 | 11:32 | 15:04 | 18:02 | 25:46 | 41:50 | 10:42 | 07:55 |
 | Ring of Health | 4 | 9.52% | 57.1 | 75.00% | +14.47% | +25.00% | -75.00% | -11.72% | 25:02 | 15:51 | 15:51 | 16:27 | 24:23 | 43:25 | 08:32 | 06:19 |
 | Cornucopia | 2 | 4.76% | 54.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 38:58 | 38:13 | 38:13 | 39:42 | 39:42 | 39:42 | 01:29 | 01:05 |
 | Aeon Disk | 2 | 4.76% | 51.4 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 36:19 | 34:46 | 34:46 | 37:52 | 37:52 | 37:52 | 03:06 | 02:17 |
 | Blight Stone | 2 | 4.76% | 48.6 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 16:17 | 12:31 | 12:31 | 20:02 | 20:02 | 20:02 | 07:31 | 05:34 |
 | Linken's Sphere | 2 | 4.76% | 45.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:52 | 39:52 | 39:55 | 39:55 | 39:55 | 00:03 | 00:02 |
 | Medallion of Courage | 2 | 4.76% | 42.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 16:30 | 12:57 | 12:57 | 20:02 | 20:02 | 20:02 | 07:05 | 05:14 |
 | Chainmail | 2 | 4.76% | 40.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 15:44 | 11:25 | 11:25 | 20:02 | 20:02 | 20:02 | 08:37 | 06:22 |
 | Black King Bar | 2 | 4.76% | 37.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 42:54 | 38:16 | 38:16 | 47:31 | 47:31 | 47:31 | 09:15 | 06:51 |
 | Ring of Basilius | 2 | 4.76% | 34.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 09:47 | 02:47 | 02:47 | 16:47 | 16:47 | 16:47 | 14:00 | 10:22 |
 | Glimmer Cape | 9 | 21.43% | 31.4 | 44.44% | -22.23% | +5.56% | +55.56% | 3.01% | 29:01 | 16:33 | 18:35 | 31:03 | 35:11 | 38:40 | 16:36 | 12:17 |
 | Drum of Endurance | 1 | 2.38% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.38% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:29 | 19:29 | 19:29 | 19:29 | 19:29 | 19:29 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.38% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.38% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 |
 | Crown | 1 | 2.38% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:10 | 17:10 | 17:10 | 17:10 | 17:10 | 17:10 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.38% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.38% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 00:00 | 00:00 |
 | Bracer | 1 | 2.38% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.38% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 00:00 | 00:00 |
 | Pavise | 1 | 2.38% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:38 | 16:38 | 16:38 | 16:38 | 16:38 | 16:38 | 00:00 | 00:00 |