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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 | |
 | Ring of Health | 7 | 19.44% | 100.0 | 85.71% | +37.43% | +14.29% | +14.29% | 0.00% | 29:36 | 18:38 | 28:10 | 29:25 | 32:02 | 38:40 | 03:52 | 02:51 |
 | Magic Wand | 30 | 83.33% | 97.5 | 63.33% | +46.66% | +11.67% | -6.19% | -2.88% | 07:42 | -01:23 | 03:45 | 07:15 | 09:57 | 20:52 | 06:12 | 04:35 |
 | Arcane Boots | 9 | 25.00% | 95.0 | 77.78% | +29.63% | +22.22% | -27.78% | -3.92% | 19:48 | 09:06 | 11:19 | 17:49 | 24:05 | 35:23 | 12:46 | 09:27 |
 | Boots of Speed | 36 | 100.00% | 92.5 | 55.56% | +55.56% | 0.00% | +11.11% | 3.72% | 05:15 | -01:29 | 03:46 | 05:36 | 06:45 | 09:57 | 02:59 | 02:12 |
 | Magic Stick | 34 | 94.44% | 90.0 | 55.88% | +5.88% | +10.79% | +19.12% | 1.36% | 05:06 | -01:29 | 01:14 | 04:54 | 07:21 | 17:47 | 06:07 | 04:31 |
 | Lotus Orb | 6 | 16.67% | 87.5 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 31:22 | 24:40 | 28:23 | 28:54 | 35:18 | 38:40 | 06:55 | 05:07 |
 | Ring of Protection | 29 | 80.56% | 85.0 | 55.17% | -1.97% | -12.31% | +1.97% | 1.16% | 08:08 | -01:29 | -00:49 | 06:38 | 13:05 | 27:44 | 13:54 | 10:17 |
 | Void Stone | 21 | 58.33% | 82.5 | 57.14% | +3.81% | +22.86% | +2.86% | -1.50% | 22:04 | 08:17 | 14:53 | 21:51 | 28:11 | 38:40 | 13:18 | 09:51 |
 | Headdress | 3 | 8.33% | 80.0 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 09:17 | -01:29 | -01:29 | 12:50 | 16:31 | 16:31 | 18:00 | 13:20 |
 | Spirit Vessel | 16 | 44.44% | 77.5 | 56.25% | +1.25% | -6.25% | -6.25% | 0.00% | 18:41 | 12:41 | 15:49 | 17:11 | 19:13 | 35:57 | 03:24 | 02:31 |
 | Urn of Shadows | 21 | 58.33% | 75.0 | 52.38% | -7.62% | +7.62% | +27.62% | 4.49% | 07:38 | 02:28 | 05:03 | 07:22 | 09:30 | 13:51 | 04:27 | 03:17 |
 | Wind Lace | 23 | 63.89% | 72.5 | 47.83% | -21.40% | -14.50% | -31.16% | -1.55% | 17:55 | 07:17 | 09:54 | 17:12 | 20:38 | 38:07 | 10:44 | 07:57 |
 | Fluffy Hat | 13 | 36.11% | 70.0 | 53.85% | -2.67% | +46.15% | -53.85% | -12.45% | 20:57 | 14:00 | 14:35 | 19:28 | 22:37 | 34:00 | 08:02 | 05:57 |
 | Tranquil Boots | 8 | 22.22% | 67.5 | 62.50% | +8.93% | -62.50% | -12.50% | 6.26% | 19:01 | 10:27 | 11:21 | 11:51 | 19:20 | 38:07 | 07:59 | 05:54 |
 | Force Staff | 11 | 30.56% | 65.0 | 54.55% | -1.45% | +45.45% | -54.55% | -24.59% | 25:04 | 17:13 | 21:46 | 24:50 | 25:50 | 34:00 | 04:04 | 03:00 |
 | Buckler | 14 | 38.89% | 62.5 | 50.00% | -9.09% | 0.00% | -16.67% | -1.98% | 24:19 | 10:47 | 19:20 | 22:13 | 27:44 | 41:54 | 08:24 | 06:13 |
 | Morbid Mask | 14 | 38.89% | 60.0 | 50.00% | -9.09% | 0.00% | -16.67% | -1.44% | 26:52 | 15:36 | 20:20 | 25:31 | 31:56 | 41:55 | 11:36 | 08:35 |
 | Ring of Basilius | 14 | 38.89% | 57.5 | 50.00% | -9.09% | 0.00% | -16.67% | -1.70% | 24:26 | 05:06 | 19:20 | 24:04 | 29:08 | 41:54 | 09:48 | 07:15 |
 | Eul's Scepter of Divinity | 17 | 47.22% | 55.0 | 47.06% | -16.10% | +27.94% | +2.94% | -2.51% | 23:05 | 13:41 | 16:30 | 22:03 | 26:28 | 42:48 | 09:58 | 07:22 |
 | Drum of Endurance | 4 | 11.11% | 52.5 | 75.00% | +21.87% | +25.00% | -75.00% | 0.00% | 24:32 | 18:26 | 18:26 | 20:27 | 25:39 | 33:35 | 07:13 | 05:20 |
 | Vladmir's Offering | 12 | 33.33% | 50.0 | 50.00% | -8.33% | +16.67% | -16.67% | -2.85% | 28:25 | 16:37 | 20:50 | 27:01 | 32:31 | 42:45 | 11:41 | 08:39 |
 | Mekansm | 2 | 5.56% | 47.5 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 19:06 | 17:20 | 17:20 | 20:52 | 20:52 | 20:52 | 03:32 | 02:37 |
 | Linken's Sphere | 2 | 5.56% | 45.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 40:01 | 34:11 | 34:11 | 45:50 | 45:50 | 45:50 | 11:39 | 08:37 |
 | Wraith Pact | 5 | 13.89% | 42.5 | 60.00% | +5.16% | +40.00% | +40.00% | 0.00% | 27:10 | 22:00 | 22:00 | 25:59 | 27:53 | 34:49 | 05:53 | 04:21 |
 | Chainmail | 3 | 8.33% | 40.0 | 66.67% | +12.12% | +33.33% | 0.00% | 0.00% | 21:08 | 16:56 | 16:56 | 17:03 | 29:24 | 29:24 | 12:28 | 09:14 |
 | Bracer | 3 | 8.33% | 37.5 | 66.67% | +12.12% | -66.67% | 0.00% | 0.00% | 06:48 | 02:46 | 02:46 | 08:39 | 08:58 | 08:58 | 06:12 | 04:35 |
 | Scythe of Vyse | 1 | 2.78% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 00:00 | 00:00 |
 | Wind Waker | 1 | 2.78% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Bottle | 1 | 2.78% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:53 | 01:53 | 01:53 | 01:53 | 01:53 | 01:53 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.78% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 5.56% | 25.0 | 50.00% | -5.88% | +50.00% | 0.00% | 0.00% | 33:49 | 24:19 | 24:19 | 43:19 | 43:19 | 43:19 | 19:00 | 14:04 |
 | Aghanim's Scepter | 3 | 8.33% | 22.5 | 33.33% | -24.25% | -33.33% | 0.00% | 0.00% | 29:39 | 26:14 | 26:14 | 30:29 | 32:13 | 32:13 | 05:59 | 04:25 |
 | Wraith Band | 6 | 16.67% | 20.0 | 16.67% | -46.66% | -16.67% | -16.67% | 0.00% | 00:58 | -01:29 | -01:29 | 01:49 | 02:19 | 02:24 | 03:48 | 02:48 |
 | Dragon Lance | 1 | 2.78% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.78% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.78% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |
 | Crown | 1 | 2.78% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.78% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.78% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.78% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 00:00 | 00:00 |