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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 | |
 | Buckler | 11 | 8.73% | 100.0 | 90.91% | +40.48% | +9.09% | -24.24% | -4.52% | 26:54 | 19:05 | 22:49 | 27:49 | 30:11 | 34:56 | 07:22 | 05:27 |
 | Mekansm | 14 | 11.11% | 97.8 | 85.71% | +35.71% | -35.71% | +14.29% | 7.04% | 22:37 | 13:15 | 19:21 | 21:29 | 26:27 | 32:53 | 07:06 | 05:15 |
 | Ring of Protection | 17 | 13.49% | 95.6 | 82.35% | +32.81% | -32.35% | -7.35% | 1.39% | 22:18 | 08:22 | 12:07 | 23:19 | 30:07 | 34:56 | 18:00 | 13:20 |
 | Headdress | 16 | 12.70% | 93.3 | 81.25% | +31.25% | -31.25% | +18.75% | 5.12% | 16:28 | -01:29 | 12:57 | 18:21 | 22:43 | 32:53 | 09:46 | 07:14 |
 | Solar Crest | 78 | 61.90% | 91.1 | 61.54% | +19.87% | +23.46% | -35.22% | -11.47% | 20:07 | 13:02 | 17:04 | 18:57 | 22:11 | 39:40 | 05:07 | 03:47 |
 | Crown | 83 | 65.87% | 88.9 | 60.24% | +18.38% | +11.19% | -7.86% | -3.40% | 17:00 | 09:40 | 13:37 | 15:59 | 19:13 | 39:40 | 05:36 | 04:08 |
 | Wind Lace | 109 | 86.51% | 86.7 | 57.80% | +28.39% | -5.95% | -5.95% | 0.00% | 12:18 | -01:29 | 08:38 | 12:29 | 15:04 | 39:40 | 06:26 | 04:45 |
 | Tranquil Boots | 53 | 42.06% | 84.4 | 62.26% | +14.31% | +6.97% | +6.97% | 0.00% | 14:56 | 06:29 | 10:01 | 12:58 | 15:46 | 44:10 | 05:45 | 04:15 |
 | Arcane Boots | 21 | 16.67% | 82.2 | 71.43% | +20.95% | -11.43% | +28.57% | 3.35% | 18:28 | 07:27 | 11:02 | 16:29 | 22:59 | 33:46 | 11:57 | 08:51 |
 | Chainmail | 99 | 78.57% | 80.0 | 57.58% | +16.84% | +2.42% | -9.58% | -2.61% | 11:31 | 03:09 | 08:43 | 11:05 | 13:19 | 33:55 | 04:36 | 03:24 |
 | Medallion of Courage | 94 | 74.60% | 77.8 | 57.45% | +13.70% | +5.05% | -18.32% | -4.90% | 11:50 | 03:49 | 09:20 | 11:43 | 14:06 | 27:00 | 04:46 | 03:31 |
 | Guardian Greaves | 8 | 6.35% | 75.6 | 87.50% | +35.81% | +12.50% | -37.50% | 0.00% | 31:38 | 23:57 | 28:14 | 31:19 | 35:02 | 37:01 | 06:48 | 05:02 |
 | Blight Stone | 100 | 79.37% | 73.3 | 56.00% | +9.85% | 0.00% | +4.00% | 4.00% | 01:57 | -01:29 | -01:29 | -01:29 | -01:23 | 33:55 | 00:06 | 00:04 |
 | Boots of Speed | 125 | 99.21% | 71.1 | 54.40% | +54.40% | +0.44% | -6.01% | -1.50% | 06:54 | -01:29 | 04:34 | 06:46 | 08:52 | 21:02 | 04:18 | 03:11 |
 | Magic Stick | 118 | 93.65% | 68.9 | 54.24% | +4.24% | -0.91% | +0.93% | 0.27% | 05:41 | -01:29 | 01:55 | 04:00 | 08:43 | 27:41 | 06:48 | 05:02 |
 | Blink Dagger | 24 | 19.05% | 66.7 | 66.67% | +15.69% | -16.67% | 0.00% | 1.58% | 25:40 | 11:14 | 18:43 | 25:53 | 29:15 | 47:44 | 10:32 | 07:48 |
 | Magic Wand | 84 | 66.67% | 64.4 | 54.76% | +2.38% | -2.38% | -2.38% | 0.00% | 11:38 | 01:20 | 08:44 | 10:53 | 13:12 | 27:51 | 04:28 | 03:18 |
 | Glimmer Cape | 27 | 21.43% | 62.2 | 62.96% | +11.44% | -5.82% | -5.82% | 0.00% | 28:08 | 17:37 | 23:05 | 27:34 | 30:38 | 43:20 | 07:33 | 05:35 |
 | Aghanim's Scepter | 12 | 9.52% | 60.0 | 75.00% | +23.25% | +25.00% | -41.67% | -9.98% | 31:55 | 24:48 | 26:37 | 28:58 | 33:18 | 49:15 | 06:41 | 04:57 |
 | Black King Bar | 4 | 3.17% | 57.8 | 100.00% | +47.54% | 0.00% | 0.00% | 0.00% | 28:10 | 24:57 | 24:57 | 27:50 | 29:21 | 30:33 | 04:24 | 03:15 |
 | Aghanim's Shard | 39 | 30.95% | 55.6 | 51.28% | -3.89% | -1.28% | -1.28% | 0.00% | 29:57 | 20:01 | 22:47 | 27:33 | 33:13 | 1:05:07 | 10:26 | 07:43 |
 | Force Staff | 35 | 27.78% | 53.3 | 51.43% | -3.52% | +15.24% | +4.13% | -1.36% | 27:44 | 17:49 | 23:02 | 27:46 | 31:11 | 42:45 | 08:09 | 06:02 |
 | Fluffy Hat | 48 | 38.10% | 51.1 | 47.92% | -9.77% | -22.92% | -14.59% | 0.75% | 20:27 | -01:29 | 13:48 | 18:41 | 24:55 | 42:07 | 11:07 | 08:14 |
 | Ghost Scepter | 16 | 12.70% | 48.9 | 56.25% | +2.61% | +18.75% | -6.25% | -1.09% | 27:43 | 08:02 | 12:14 | 28:25 | 35:09 | 48:25 | 22:55 | 16:58 |
 | Ethereal Blade | 4 | 3.17% | 46.7 | 75.00% | +21.72% | +25.00% | -75.00% | 0.00% | 17:58 | 15:49 | 15:49 | 16:05 | 19:56 | 20:01 | 04:07 | 03:02 |
 | Bottle | 5 | 3.97% | 44.4 | 60.00% | +6.28% | +40.00% | +40.00% | 0.00% | 01:24 | 01:02 | 01:02 | 01:22 | 01:36 | 01:42 | 00:34 | 00:25 |
 | Soul Ring | 5 | 3.97% | 42.2 | 60.00% | +6.28% | -60.00% | +40.00% | 0.00% | 11:21 | 08:58 | 08:58 | 11:38 | 12:33 | 13:14 | 03:35 | 02:39 |
 | Bracer | 9 | 7.14% | 40.0 | 44.44% | -10.26% | +5.56% | +5.56% | 0.00% | 02:37 | 00:30 | 00:55 | 03:07 | 03:09 | 03:22 | 02:14 | 01:39 |
 | Aeon Disk | 3 | 2.38% | 37.8 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 41:29 | 37:00 | 37:00 | 38:33 | 48:53 | 48:53 | 11:53 | 08:48 |
 | Monkey King Bar | 3 | 2.38% | 35.6 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 34:41 | 27:26 | 27:26 | 33:02 | 43:34 | 43:34 | 16:08 | 11:57 |
 | Void Stone | 8 | 6.35% | 33.3 | 37.50% | -17.58% | -37.50% | -37.50% | 0.00% | 29:52 | 13:49 | 16:45 | 32:24 | 35:18 | 50:55 | 18:33 | 13:44 |
 | Javelin | 4 | 3.17% | 31.1 | 50.00% | -4.10% | +50.00% | -50.00% | 0.00% | 24:28 | 09:01 | 09:01 | 19:53 | 28:46 | 40:11 | 19:45 | 14:37 |
 | Morbid Mask | 1 | 0.79% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.79% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.79% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.79% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 00:00 | 00:00 |
 | Sange | 1 | 0.79% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.79% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 00:00 | 00:00 |
 | Ring of Health | 5 | 3.97% | 15.6 | 40.00% | -14.55% | -40.00% | -40.00% | 0.00% | 32:22 | 20:36 | 20:36 | 32:26 | 34:31 | 50:55 | 13:55 | 10:18 |
 | Lotus Orb | 5 | 3.97% | 13.3 | 40.00% | -14.55% | -40.00% | -40.00% | 0.00% | 33:24 | 21:18 | 21:18 | 32:49 | 35:35 | 50:55 | 14:17 | 10:34 |
 | Ring of Basilius | 5 | 3.97% | 11.1 | 40.00% | -14.55% | -40.00% | +60.00% | 0.00% | 11:50 | 03:36 | 03:36 | 07:01 | 12:56 | 28:37 | 09:20 | 06:54 |
 | Crystalys | 3 | 2.38% | 8.9 | 33.33% | -21.14% | -33.33% | 0.00% | 0.00% | 33:03 | 24:31 | 24:31 | 32:07 | 42:31 | 42:31 | 18:00 | 13:20 |
 | Daedalus | 3 | 2.38% | 6.7 | 33.33% | -21.14% | -33.33% | 0.00% | 0.00% | 35:57 | 27:12 | 27:12 | 36:41 | 43:58 | 43:58 | 16:46 | 12:25 |
 | Eul's Scepter of Divinity | 1 | 0.79% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.79% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:56 | 47:56 | 47:56 | 47:56 | 47:56 | 47:56 | 00:00 | 00:00 |