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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 | |
 | Ghost Scepter | 8 | 11.59% | 100.0 | 100.00% | +62.30% | 0.00% | 0.00% | 0.00% | 34:46 | 28:17 | 28:58 | 30:14 | 38:34 | 45:26 | 09:36 | 07:06 |
 | Tranquil Boots | 26 | 37.68% | 96.7 | 69.23% | +39.00% | +2.20% | -19.23% | -2.88% | 18:40 | 06:16 | 15:24 | 18:18 | 22:51 | 32:06 | 07:27 | 05:31 |
 | Wind Lace | 38 | 55.07% | 93.3 | 60.53% | +34.72% | -30.53% | -4.97% | 2.83% | 14:14 | -01:29 | 09:43 | 13:46 | 18:44 | 44:55 | 09:01 | 06:40 |
 | Octarine Core | 7 | 10.14% | 90.0 | 85.71% | +45.39% | +14.29% | +14.29% | 0.00% | 37:00 | 32:00 | 32:33 | 37:17 | 37:47 | 45:25 | 05:14 | 03:52 |
 | Aether Lens | 49 | 71.01% | 86.7 | 57.14% | +42.14% | +9.53% | +9.53% | 0.00% | 20:43 | 12:34 | 15:27 | 17:53 | 23:36 | 45:27 | 08:09 | 06:02 |
 | Void Stone | 52 | 75.36% | 83.3 | 55.77% | +44.01% | +13.46% | +5.77% | -0.95% | 19:48 | 09:13 | 15:10 | 17:44 | 23:15 | 41:12 | 08:05 | 05:59 |
 | Blink Dagger | 41 | 59.42% | 80.0 | 53.66% | +21.52% | -13.66% | +6.34% | 2.07% | 27:31 | 16:30 | 22:27 | 25:57 | 32:08 | 45:24 | 09:41 | 07:10 |
 | Aghanim's Shard | 37 | 53.62% | 76.7 | 54.05% | +19.67% | +23.73% | -9.61% | -3.25% | 28:03 | 15:03 | 23:07 | 29:06 | 33:23 | 38:07 | 10:16 | 07:36 |
 | Magic Stick | 63 | 91.30% | 73.3 | 49.21% | +49.21% | +13.29% | +7.04% | -1.86% | 02:32 | -01:29 | -01:29 | 01:54 | 04:51 | 19:00 | 06:20 | 04:41 |
 | Magic Wand | 52 | 75.36% | 70.0 | 50.00% | +20.59% | +3.85% | +3.85% | 0.00% | 10:01 | 03:37 | 06:30 | 09:11 | 11:34 | 21:25 | 05:04 | 03:45 |
 | Arcane Boots | 65 | 94.20% | 66.7 | 46.15% | +21.15% | +10.10% | -14.90% | -6.98% | 10:55 | 05:07 | 08:27 | 10:11 | 12:02 | 35:31 | 03:35 | 02:39 |
 | Force Staff | 45 | 65.22% | 63.3 | 48.89% | +11.39% | +23.84% | -12.53% | -4.58% | 23:37 | 15:29 | 18:48 | 24:13 | 26:44 | 44:23 | 07:56 | 05:52 |
 | Fluffy Hat | 50 | 72.46% | 60.0 | 48.00% | +11.16% | +21.23% | -14.67% | -4.92% | 17:57 | 10:11 | 13:25 | 16:33 | 20:43 | 35:21 | 07:18 | 05:24 |
 | Boots of Speed | 69 | 100.00% | 56.7 | 44.93% | +44.93% | +25.66% | -15.52% | -17.65% | 03:39 | -01:29 | 03:10 | 04:14 | 05:30 | 08:37 | 02:20 | 01:43 |
 | Quelling Blade | 8 | 11.59% | 53.3 | 62.50% | +19.88% | -12.50% | -62.50% | -50.00% | 03:31 | -01:29 | -01:29 | -01:29 | 00:15 | 26:25 | 01:44 | 01:17 |
 | Blight Stone | 2 | 2.90% | 50.0 | 100.00% | +56.72% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Mekansm | 3 | 4.35% | 46.7 | 66.67% | +22.73% | -66.67% | 0.00% | 0.00% | 19:15 | 14:02 | 14:02 | 18:57 | 24:46 | 24:46 | 10:44 | 07:57 |
 | Headdress | 3 | 4.35% | 43.3 | 66.67% | +22.73% | -66.67% | 0.00% | 0.00% | 17:47 | 10:45 | 10:45 | 17:52 | 24:45 | 24:45 | 14:00 | 10:22 |
 | Chainmail | 3 | 4.35% | 40.0 | 66.67% | +22.73% | -66.67% | 0.00% | 0.00% | 18:35 | 13:08 | 13:08 | 17:52 | 24:45 | 24:45 | 11:37 | 08:36 |
 | Lotus Orb | 3 | 4.35% | 36.7 | 66.67% | +22.73% | +33.33% | 0.00% | 0.00% | 28:12 | 19:29 | 19:29 | 30:46 | 34:20 | 34:20 | 14:51 | 11:00 |
 | Aeon Disk | 4 | 5.80% | 33.3 | 50.00% | +5.38% | +50.00% | -50.00% | 0.00% | 43:25 | 41:10 | 41:10 | 41:50 | 45:06 | 45:34 | 03:56 | 02:54 |
 | Ring of Health | 4 | 5.80% | 30.0 | 50.00% | +5.38% | +50.00% | -50.00% | 0.00% | 30:45 | 18:41 | 18:41 | 30:28 | 34:20 | 39:30 | 15:39 | 11:35 |
 | Boots of Travel | 1 | 1.45% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:36 | 39:36 | 39:36 | 39:36 | 39:36 | 39:36 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.45% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 2.90% | 20.0 | 50.00% | +5.22% | -50.00% | 0.00% | 0.00% | 18:04 | 16:32 | 16:32 | 19:35 | 19:35 | 19:35 | 03:03 | 02:15 |
 | Guardian Greaves | 2 | 2.90% | 16.7 | 50.00% | +5.22% | -50.00% | 0.00% | 0.00% | 22:17 | 19:40 | 19:40 | 24:53 | 24:53 | 24:53 | 05:13 | 03:51 |
 | Buckler | 2 | 2.90% | 13.3 | 50.00% | +5.22% | -50.00% | 0.00% | 0.00% | 18:04 | 16:32 | 16:32 | 19:35 | 19:35 | 19:35 | 03:03 | 02:15 |
 | Glimmer Cape | 5 | 7.25% | 10.0 | 20.00% | -26.88% | +80.00% | -20.00% | 0.00% | 29:39 | 20:33 | 20:33 | 25:27 | 37:35 | 44:01 | 17:02 | 12:37 |
 | Eul's Scepter of Divinity | 5 | 7.25% | 6.7 | 20.00% | -26.88% | -20.00% | -20.00% | 0.00% | 29:28 | 21:43 | 21:43 | 26:52 | 30:35 | 45:06 | 08:52 | 06:34 |
 | Null Talisman | 7 | 10.14% | 3.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 02:07 | -01:29 | 02:06 | 02:33 | 02:44 | 03:44 | 00:38 | 00:28 |