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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 | 37 | 31.90% | 100.0 | 67.57% | +25.80% | +10.21% | +10.21% | 0.00% | 29:04 | 20:03 | 22:15 | 25:56 | 35:20 | 45:12 | 13:05 | 09:41 |
 | Ghost Scepter | 21 | 18.10% | 97.4 | 71.43% | +26.17% | +8.57% | -11.43% | -2.51% | 27:07 | 17:44 | 22:19 | 26:32 | 30:18 | 40:06 | 07:59 | 05:54 |
 | Chainmail | 13 | 11.21% | 94.7 | 76.92% | +30.32% | -10.25% | -10.25% | 0.00% | 26:18 | 08:53 | 14:25 | 23:44 | 33:39 | 55:47 | 19:14 | 14:14 |
 | Force Staff | 25 | 21.55% | 92.1 | 64.00% | +17.85% | +36.00% | +2.67% | -2.72% | 30:50 | 20:50 | 23:46 | 28:15 | 36:02 | 45:25 | 12:16 | 09:05 |
 | Magic Wand | 110 | 94.83% | 89.5 | 51.82% | +35.15% | -1.82% | -3.67% | -0.28% | 10:49 | 01:17 | 06:50 | 10:41 | 13:29 | 46:44 | 06:39 | 04:55 |
 | Headdress | 16 | 13.79% | 86.8 | 68.75% | +21.75% | +6.25% | -18.75% | -2.81% | 23:47 | 11:31 | 15:16 | 18:55 | 24:10 | 59:33 | 08:54 | 06:35 |
 | Wind Lace | 98 | 84.48% | 84.2 | 51.02% | +6.58% | -3.02% | -13.52% | -2.40% | 09:30 | -01:29 | 06:43 | 08:46 | 11:05 | 39:10 | 04:22 | 03:14 |
 | Boots of Speed | 116 | 100.00% | 81.6 | 50.00% | +50.00% | +12.07% | -5.17% | -4.38% | 07:06 | -01:29 | 05:17 | 06:58 | 09:13 | 15:28 | 03:56 | 02:54 |
 | Magic Stick | 114 | 98.28% | 78.9 | 50.00% | 0.00% | +8.62% | -7.14% | -2.87% | 04:42 | -01:29 | 01:35 | 04:12 | 07:04 | 21:08 | 05:29 | 04:03 |
 | Tranquil Boots | 94 | 81.03% | 76.3 | 50.00% | 0.00% | +16.67% | -6.52% | -4.49% | 12:47 | 05:12 | 09:26 | 11:34 | 14:36 | 39:30 | 05:10 | 03:49 |
 | Glimmer Cape | 42 | 36.21% | 73.7 | 54.76% | +7.46% | +17.97% | -14.76% | -6.59% | 25:33 | 17:46 | 22:17 | 25:57 | 27:15 | 38:04 | 04:58 | 03:40 |
 | Blight Stone | 10 | 8.62% | 71.1 | 70.00% | +21.89% | -3.33% | -20.00% | -0.76% | 26:41 | 01:58 | 14:08 | 22:40 | 36:11 | 55:47 | 22:03 | 16:20 |
 | Medallion of Courage | 10 | 8.62% | 68.4 | 70.00% | +21.89% | -3.33% | -20.00% | -0.78% | 27:58 | 09:13 | 14:44 | 23:01 | 36:11 | 55:47 | 21:27 | 15:53 |
 | Arcane Boots | 10 | 8.62% | 65.8 | 70.00% | +21.89% | -3.33% | -20.00% | -2.46% | 18:07 | 11:13 | 13:17 | 16:46 | 20:04 | 30:39 | 06:47 | 05:01 |
 | Fluffy Hat | 42 | 36.21% | 63.2 | 47.62% | -3.73% | +34.20% | +2.38% | -6.41% | 13:59 | 03:30 | 10:16 | 12:14 | 15:14 | 59:33 | 04:58 | 03:40 |
 | Holy Locket | 9 | 7.76% | 60.5 | 66.67% | +18.07% | +33.33% | -16.67% | -5.17% | 29:02 | 18:11 | 18:19 | 21:06 | 27:59 | 59:47 | 09:40 | 07:09 |
 | Mekansm | 3 | 2.59% | 57.9 | 100.00% | +51.33% | 0.00% | 0.00% | 0.00% | 25:19 | 21:31 | 21:31 | 26:00 | 28:27 | 28:27 | 06:56 | 05:08 |
 | Ring of Basilius | 30 | 25.86% | 55.3 | 46.67% | -4.49% | +28.33% | -3.81% | -12.13% | 06:06 | 02:25 | 03:16 | 05:00 | 05:55 | 17:21 | 02:39 | 01:57 |
 | Blink Dagger | 2 | 1.72% | 52.6 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 36:07 | 33:14 | 33:14 | 39:00 | 39:00 | 39:00 | 05:46 | 04:16 |
 | Buckler | 2 | 1.72% | 50.0 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 26:15 | 14:36 | 14:36 | 37:54 | 37:54 | 37:54 | 23:18 | 17:15 |
 | Void Stone | 7 | 6.03% | 47.4 | 57.14% | +7.60% | -7.14% | -57.14% | 0.00% | 33:41 | 10:14 | 31:10 | 34:01 | 35:25 | 56:54 | 04:15 | 03:08 |
 | Bracer | 9 | 7.76% | 44.7 | 44.44% | -6.03% | +55.56% | +5.56% | -10.10% | 15:50 | 09:18 | 13:34 | 16:08 | 18:31 | 18:59 | 04:57 | 03:40 |
 | Solar Crest | 3 | 2.59% | 42.1 | 66.67% | +17.11% | +33.33% | 0.00% | 0.00% | 48:33 | 44:22 | 44:22 | 45:13 | 56:04 | 56:04 | 11:42 | 08:40 |
 | Aghanim's Scepter | 3 | 2.59% | 39.5 | 66.67% | +17.11% | +33.33% | 0.00% | 0.00% | 38:40 | 34:01 | 34:01 | 35:08 | 46:50 | 46:50 | 12:49 | 09:29 |
 | Ring of Health | 3 | 2.59% | 36.8 | 66.67% | +17.11% | +33.33% | 0.00% | 0.00% | 40:05 | 24:22 | 24:22 | 34:57 | 60:56 | 60:56 | 36:34 | 27:05 |
 | Morbid Mask | 1 | 0.86% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.86% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.86% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.86% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.86% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.86% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 4.31% | 18.4 | 40.00% | -10.45% | -40.00% | +60.00% | 0.00% | 15:05 | -01:29 | -01:29 | 14:36 | 22:32 | 37:54 | 24:01 | 17:47 |
 | Lotus Orb | 2 | 1.72% | 15.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 55:31 | 35:00 | 35:00 | 1:16:01 | 1:16:01 | 1:16:01 | 41:01 | 30:22 |
 | Null Talisman | 2 | 1.72% | 13.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 11:10 | 04:03 | 04:03 | 18:17 | 18:17 | 18:17 | 14:14 | 10:32 |
 | Aether Lens | 3 | 2.59% | 10.5 | 33.33% | -17.11% | -33.33% | 0.00% | 0.00% | 29:08 | 16:54 | 16:54 | 34:01 | 36:29 | 36:29 | 19:35 | 14:30 |
 | Quelling Blade | 9 | 7.76% | 7.9 | 11.11% | -42.16% | -11.11% | +38.89% | 14.15% | 13:03 | 07:25 | 09:40 | 11:45 | 13:12 | 23:27 | 03:32 | 02:37 |
 | Falcon Blade | 1 | 0.86% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 1.72% | 2.6 | 0.00% | -50.88% | 0.00% | 0.00% | 0.00% | 13:43 | 04:53 | 04:53 | 22:32 | 22:32 | 22:32 | 17:39 | 13:04 |