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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 | |
 | Quelling Blade | 9 | 16.98% | 100.0 | 88.89% | +29.80% | -38.89% | +11.11% | 9.04% | 06:07 | -01:29 | -01:29 | -01:29 | 07:01 | 49:25 | 08:30 | 06:17 |
 | Fluffy Hat | 31 | 58.49% | 97.9 | 70.97% | +16.42% | +4.03% | -8.47% | -1.08% | 20:07 | 07:17 | 13:41 | 19:18 | 25:13 | 35:44 | 11:32 | 08:32 |
 | Guardian Greaves | 23 | 43.40% | 95.8 | 73.91% | +17.24% | +9.42% | +9.42% | 0.00% | 28:52 | 20:27 | 24:03 | 28:28 | 31:35 | 45:10 | 07:32 | 05:34 |
 | Boots of Speed | 53 | 100.00% | 93.8 | 64.15% | +64.15% | +12.77% | -10.30% | -7.10% | 05:31 | -01:29 | 04:03 | 06:02 | 07:18 | 11:39 | 03:15 | 02:24 |
 | Magic Stick | 50 | 94.34% | 91.7 | 64.00% | -2.67% | -17.85% | +11.00% | 4.96% | 03:47 | -01:29 | 00:18 | 02:23 | 06:07 | 20:53 | 05:49 | 04:18 |
 | Chainmail | 36 | 67.92% | 89.6 | 66.67% | +7.85% | -11.11% | -11.11% | 0.00% | 16:43 | 10:52 | 13:22 | 16:18 | 18:14 | 31:19 | 04:52 | 03:36 |
 | Headdress | 36 | 67.92% | 87.5 | 66.67% | +7.85% | -11.11% | 0.00% | 2.27% | 15:04 | -01:22 | 12:57 | 14:38 | 17:51 | 28:36 | 04:54 | 03:37 |
 | Force Staff | 21 | 39.62% | 85.4 | 71.43% | +12.05% | +8.57% | +8.57% | 0.00% | 27:27 | 18:30 | 19:53 | 25:01 | 33:19 | 48:34 | 13:26 | 09:57 |
 | Mekansm | 30 | 56.60% | 83.3 | 66.67% | +5.80% | +8.33% | -23.81% | -7.47% | 18:41 | 14:06 | 15:29 | 18:40 | 19:47 | 31:57 | 04:18 | 03:11 |
 | Arcane Boots | 43 | 81.13% | 81.3 | 62.79% | -7.21% | +9.94% | +0.85% | -2.13% | 13:38 | 07:04 | 10:09 | 11:50 | 14:25 | 33:20 | 04:16 | 03:09 |
 | Magic Wand | 47 | 88.68% | 79.2 | 61.70% | -21.63% | -3.37% | -3.37% | 0.00% | 10:11 | 02:20 | 06:23 | 10:30 | 12:10 | 21:57 | 05:47 | 04:17 |
 | Ring of Protection | 28 | 52.83% | 77.1 | 64.29% | +0.29% | +7.14% | -7.15% | -2.04% | 23:52 | 07:51 | 18:34 | 20:38 | 25:34 | 58:01 | 07:00 | 05:11 |
 | Buckler | 27 | 50.94% | 75.0 | 62.96% | -2.42% | +22.75% | -5.82% | -5.10% | 25:45 | 15:34 | 19:58 | 22:18 | 25:34 | 58:01 | 05:36 | 04:08 |
 | Glimmer Cape | 4 | 7.55% | 72.9 | 100.00% | +38.78% | 0.00% | 0.00% | 0.00% | 30:02 | 26:53 | 26:53 | 27:03 | 31:41 | 34:29 | 04:48 | 03:33 |
 | Pipe of Insight | 4 | 7.55% | 70.8 | 100.00% | +38.78% | 0.00% | 0.00% | 0.00% | 29:06 | 24:12 | 24:12 | 29:47 | 30:28 | 31:57 | 06:16 | 04:38 |
 | Ring of Health | 13 | 24.53% | 68.8 | 69.23% | +6.73% | -35.90% | -35.90% | 0.00% | 28:47 | 12:18 | 22:35 | 27:11 | 34:26 | 45:31 | 11:51 | 08:46 |
 | Hood of Defiance | 6 | 11.32% | 66.7 | 83.33% | +21.63% | +16.67% | -83.33% | -36.81% | 30:12 | 21:53 | 24:50 | 25:29 | 27:33 | 54:59 | 02:43 | 02:00 |
 | Wind Lace | 18 | 33.96% | 64.6 | 61.11% | -4.60% | +18.89% | +13.89% | -0.21% | 20:12 | 01:13 | 08:15 | 21:09 | 32:26 | 37:32 | 24:11 | 17:54 |
 | Void Stone | 13 | 24.53% | 62.5 | 61.54% | -3.46% | -28.21% | +5.13% | 2.13% | 32:15 | 18:23 | 22:05 | 34:26 | 37:45 | 47:55 | 15:40 | 11:36 |
 | Drum of Endurance | 9 | 16.98% | 60.4 | 66.67% | +3.03% | -16.67% | +33.33% | 2.81% | 22:32 | 08:53 | 12:40 | 17:21 | 30:29 | 37:32 | 17:49 | 13:11 |
 | Wraith Band | 5 | 9.43% | 58.3 | 80.00% | +17.50% | +20.00% | +20.00% | 0.00% | 01:50 | -01:29 | -01:29 | 02:20 | 03:17 | 04:05 | 04:46 | 03:31 |
 | Tranquil Boots | 8 | 15.09% | 56.3 | 62.50% | -1.94% | +37.50% | -12.50% | -2.74% | 24:32 | 08:49 | 14:08 | 16:08 | 32:21 | 46:02 | 18:13 | 13:29 |
 | Medallion of Courage | 6 | 11.32% | 54.2 | 66.67% | +2.84% | +33.33% | +33.33% | 0.00% | 24:09 | 14:44 | 21:02 | 21:13 | 31:16 | 33:46 | 10:14 | 07:34 |
 | Lotus Orb | 9 | 16.98% | 52.1 | 55.56% | -10.35% | -5.56% | -5.56% | 0.00% | 36:10 | 24:03 | 32:54 | 35:52 | 37:45 | 48:53 | 04:51 | 03:35 |
 | Urn of Shadows | 2 | 3.77% | 50.0 | 100.00% | +37.25% | 0.00% | 0.00% | 0.00% | 09:57 | 08:32 | 08:32 | 11:21 | 11:21 | 11:21 | 02:49 | 02:05 |
 | Crown | 7 | 13.21% | 47.9 | 57.14% | -8.08% | -7.14% | -7.14% | 0.00% | 23:00 | 10:57 | 16:12 | 21:13 | 24:17 | 34:43 | 08:05 | 05:59 |
 | Boots of Bearing | 7 | 13.21% | 45.8 | 57.14% | -8.08% | -7.14% | -7.14% | 0.00% | 30:17 | 18:44 | 19:00 | 24:57 | 37:36 | 46:05 | 18:36 | 13:46 |
 | Blight Stone | 10 | 18.87% | 43.8 | 50.00% | -17.44% | -16.67% | 0.00% | 0.78% | 13:40 | -01:30 | -01:29 | 14:44 | 22:53 | 33:46 | 24:22 | 18:02 |
 | Solar Crest | 5 | 9.43% | 41.7 | 60.00% | -4.58% | +40.00% | +40.00% | 0.00% | 27:14 | 18:35 | 18:35 | 28:15 | 32:44 | 35:24 | 14:09 | 10:28 |
 | Eul's Scepter of Divinity | 3 | 5.66% | 39.6 | 66.67% | +2.67% | +33.33% | 0.00% | 0.00% | 27:02 | 21:44 | 21:44 | 22:26 | 36:56 | 36:56 | 15:12 | 11:15 |
 | Ghost Scepter | 3 | 5.66% | 37.5 | 66.67% | +2.67% | -66.67% | 0.00% | 0.00% | 39:24 | 30:06 | 30:06 | 34:42 | 53:25 | 53:25 | 23:19 | 17:16 |
 | Morbid Mask | 4 | 7.55% | 35.4 | 50.00% | -15.31% | +50.00% | -50.00% | 0.00% | 40:47 | 22:16 | 22:16 | 36:17 | 46:34 | 58:01 | 24:18 | 18:00 |
 | Ring of Basilius | 4 | 7.55% | 33.3 | 50.00% | -15.31% | +50.00% | -50.00% | 0.00% | 39:59 | 19:03 | 19:03 | 36:17 | 46:34 | 58:01 | 27:31 | 20:22 |
 | Vladmir's Offering | 4 | 7.55% | 31.3 | 50.00% | -15.31% | +50.00% | -50.00% | 0.00% | 41:08 | 23:37 | 23:37 | 36:18 | 46:34 | 58:01 | 22:57 | 17:00 |
 | Aeon Disk | 1 | 1.89% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.89% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.89% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 00:00 | 00:00 |
 | Kaya | 1 | 1.89% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.89% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.89% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:50 | 12:50 | 12:50 | 12:50 | 12:50 | 12:50 | 00:00 | 00:00 |
 | Bracer | 1 | 1.89% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |
 | Desolator | 1 | 1.89% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 57:57 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.89% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 47:55 | 00:00 | 00:00 |
 | Javelin | 1 | 1.89% | 10.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:47 | 04:47 | 04:47 | 04:47 | 04:47 | 04:47 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.89% | 8.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.89% | 6.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.89% | 4.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 00:00 | 00:00 |
 | Wraith Pact | 3 | 5.66% | 2.1 | 33.33% | -32.67% | +66.67% | 0.00% | 0.00% | 50:30 | 40:27 | 40:27 | 48:27 | 1:02:36 | 1:02:36 | 22:09 | 16:24 |