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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 | |
 | Tranquil Boots | 19 | 34.55% | 100.0 | 68.42% | +35.09% | +11.58% | -8.42% | -1.82% | 15:41 | 05:04 | 08:09 | 12:12 | 19:09 | 37:08 | 11:00 | 08:08 |
 | Ghost Scepter | 4 | 7.27% | 97.7 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 33:47 | 27:00 | 27:00 | 34:05 | 35:01 | 39:00 | 08:01 | 05:56 |
 | Wind Lace | 34 | 61.82% | 95.3 | 55.88% | +27.31% | -0.32% | +19.12% | 1.36% | 08:43 | -01:29 | 02:03 | 05:32 | 16:23 | 30:10 | 14:20 | 10:37 |
 | Drum of Endurance | 6 | 10.91% | 93.0 | 83.33% | +42.51% | +16.67% | +16.67% | 0.00% | 26:04 | 14:42 | 22:04 | 22:59 | 33:09 | 33:46 | 11:05 | 08:12 |
 | Blink Dagger | 50 | 90.91% | 90.7 | 50.00% | +50.00% | +3.85% | -25.00% | -3.90% | 21:29 | 14:05 | 17:25 | 20:07 | 24:49 | 44:30 | 07:24 | 05:28 |
 | Force Staff | 12 | 21.82% | 88.4 | 66.67% | +27.14% | 0.00% | 0.00% | 0.00% | 31:35 | 22:11 | 27:05 | 30:25 | 33:28 | 39:20 | 06:23 | 04:43 |
 | Magic Wand | 39 | 70.91% | 86.0 | 48.72% | +11.22% | +1.28% | -28.72% | -5.39% | 09:50 | 02:15 | 06:27 | 08:42 | 12:01 | 25:57 | 05:34 | 04:07 |
 | Magic Stick | 52 | 94.55% | 83.7 | 46.15% | +12.82% | +7.70% | +15.39% | 1.88% | 03:29 | -01:29 | 00:58 | 03:07 | 05:04 | 13:54 | 04:06 | 03:02 |
 | Boots of Speed | 55 | 100.00% | 81.4 | 45.45% | +45.45% | -2.59% | -16.88% | -3.84% | 04:00 | -01:30 | 02:29 | 04:04 | 06:12 | 13:33 | 03:43 | 02:45 |
 | Buckler | 3 | 5.45% | 79.1 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 34:28 | 27:29 | 27:29 | 33:12 | 42:43 | 42:43 | 15:14 | 11:17 |
 | Fluffy Hat | 31 | 56.36% | 76.7 | 48.39% | +6.72% | -10.89% | +14.11% | 2.09% | 17:46 | 04:35 | 09:32 | 13:48 | 21:29 | 38:48 | 11:57 | 08:51 |
 | Boots of Bearing | 5 | 9.09% | 74.4 | 80.00% | +38.00% | +20.00% | +20.00% | 0.00% | 35:23 | 24:30 | 24:30 | 35:18 | 39:54 | 43:37 | 15:24 | 11:24 |
 | Quelling Blade | 19 | 34.55% | 72.1 | 52.63% | +10.96% | +7.37% | +27.37% | 20.00% | 05:18 | -01:29 | -01:29 | -01:29 | 01:22 | 35:36 | 02:51 | 02:06 |
 | Ring of Protection | 8 | 14.55% | 69.8 | 62.50% | +19.95% | -12.50% | +37.50% | 1.92% | 15:01 | -01:29 | -01:29 | -01:24 | 27:29 | 42:43 | 28:58 | 21:27 |
 | Chainmail | 25 | 45.45% | 67.4 | 44.00% | -2.67% | -10.67% | +6.00% | 3.11% | 09:41 | 05:05 | 06:38 | 07:32 | 12:00 | 20:37 | 05:22 | 03:58 |
 | Blight Stone | 11 | 20.00% | 65.1 | 54.55% | +11.37% | +45.45% | +12.12% | -3.51% | 15:04 | 03:09 | 08:38 | 12:59 | 18:08 | 27:58 | 09:30 | 07:02 |
 | Shadow Blade | 2 | 3.64% | 62.8 | 100.00% | +56.60% | 0.00% | 0.00% | 0.00% | 36:22 | 33:15 | 33:15 | 39:29 | 39:29 | 39:29 | 06:14 | 04:37 |
 | Headdress | 2 | 3.64% | 60.5 | 100.00% | +56.60% | 0.00% | 0.00% | 0.00% | 18:47 | 11:02 | 11:02 | 26:31 | 26:31 | 26:31 | 15:29 | 11:28 |
 | Phase Boots | 23 | 41.82% | 58.1 | 39.13% | -10.87% | -5.80% | +10.87% | 3.53% | 10:21 | 05:35 | 07:07 | 08:27 | 11:50 | 22:52 | 04:43 | 03:29 |
 | Desolator | 7 | 12.73% | 55.8 | 57.14% | +13.39% | -7.14% | -7.14% | 0.00% | 23:25 | 18:09 | 18:42 | 22:56 | 24:17 | 31:45 | 05:35 | 04:08 |
 | Aghanim's Scepter | 10 | 18.18% | 53.5 | 50.00% | +5.56% | -16.67% | 0.00% | 1.79% | 37:55 | 28:50 | 34:04 | 38:36 | 43:24 | 45:34 | 09:20 | 06:54 |
 | Black King Bar | 10 | 18.18% | 51.2 | 50.00% | +5.56% | -50.00% | +50.00% | 20.69% | 27:29 | 23:19 | 24:59 | 26:31 | 29:49 | 33:58 | 04:50 | 03:34 |
 | Aether Lens | 3 | 5.45% | 48.8 | 66.67% | +22.44% | -66.67% | 0.00% | 0.00% | 48:29 | 41:57 | 41:57 | 50:43 | 52:46 | 52:46 | 10:49 | 08:00 |
 | Orb of Venom | 3 | 5.45% | 46.5 | 66.67% | +22.44% | +33.33% | 0.00% | 0.00% | 06:50 | -01:29 | -01:29 | 09:01 | 12:59 | 12:59 | 14:28 | 10:42 |
 | Bottle | 11 | 20.00% | 44.2 | 36.36% | -11.37% | -36.36% | -36.36% | 0.00% | 01:31 | 00:59 | 01:26 | 01:30 | 01:39 | 01:52 | 00:13 | 00:09 |
 | Void Stone | 7 | 12.73% | 41.9 | 42.86% | -2.97% | +7.14% | +57.14% | 2.91% | 40:27 | 23:54 | 32:33 | 40:54 | 49:45 | 52:33 | 17:12 | 12:44 |
 | Falcon Blade | 12 | 21.82% | 39.5 | 33.33% | -15.51% | -33.33% | -33.33% | 0.00% | 11:01 | 09:29 | 09:56 | 10:50 | 11:28 | 13:54 | 01:32 | 01:08 |
 | Aeon Disk | 4 | 7.27% | 37.2 | 50.00% | +4.90% | -50.00% | -50.00% | 0.00% | 46:51 | 35:53 | 35:53 | 47:04 | 47:15 | 57:10 | 11:22 | 08:25 |
 | Hood of Defiance | 1 | 1.82% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:10 | 24:10 | 24:10 | 24:10 | 24:10 | 24:10 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.82% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.82% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.82% | 27.9 | 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 |
 | Solar Crest | 2 | 3.64% | 25.6 | 50.00% | +4.72% | +50.00% | 0.00% | 0.00% | 26:48 | 26:45 | 26:45 | 26:51 | 26:51 | 26:51 | 00:06 | 00:04 |
 | Ring of Health | 2 | 3.64% | 23.3 | 50.00% | +4.72% | +50.00% | 0.00% | 0.00% | 26:26 | 20:08 | 20:08 | 32:43 | 32:43 | 32:43 | 12:35 | 09:19 |
 | Medallion of Courage | 2 | 3.64% | 20.9 | 50.00% | +4.72% | -50.00% | 0.00% | 0.00% | 24:08 | 21:30 | 21:30 | 26:45 | 26:45 | 26:45 | 05:15 | 03:53 |
 | Glimmer Cape | 2 | 3.64% | 18.6 | 50.00% | +4.72% | +50.00% | 0.00% | 0.00% | 34:52 | 31:01 | 31:01 | 38:43 | 38:43 | 38:43 | 07:42 | 05:42 |
 | Crown | 2 | 3.64% | 16.3 | 50.00% | +4.72% | -50.00% | 0.00% | 0.00% | 24:29 | 23:51 | 23:51 | 25:07 | 25:07 | 25:07 | 01:16 | 00:56 |
 | Orb of Corrosion | 2 | 3.64% | 14.0 | 50.00% | +4.72% | +50.00% | 0.00% | 0.00% | 12:31 | 10:40 | 10:40 | 14:21 | 14:21 | 14:21 | 03:41 | 02:43 |
 | Eul's Scepter of Divinity | 3 | 5.45% | 11.6 | 33.33% | -12.82% | +66.67% | 0.00% | 0.00% | 37:56 | 31:22 | 31:22 | 32:39 | 49:48 | 49:48 | 18:26 | 13:39 |
 | Bracer | 3 | 5.45% | 9.3 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 13:00 | 01:30 | 01:30 | 01:43 | 35:47 | 35:47 | 34:17 | 25:23 |
 | Lotus Orb | 1 | 1.82% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.82% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 00:00 | 00:00 |
 | Arcane Boots | 4 | 7.27% | 2.3 | 0.00% | -49.02% | 0.00% | 0.00% | 0.00% | 18:48 | 04:51 | 04:51 | 16:18 | 20:39 | 33:24 | 15:48 | 11:42 |