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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 | |
 | Void Stone | 11 | 40.74% | 100.0 | 72.73% | +53.98% | +27.27% | -39.40% | -9.07% | 29:59 | 15:45 | 26:02 | 30:31 | 33:23 | 39:13 | 07:21 | 05:26 |
 | Ring of Health | 11 | 40.74% | 96.8 | 63.64% | +38.64% | +3.03% | -30.31% | -5.32% | 29:02 | 02:52 | 27:07 | 30:31 | 33:23 | 39:13 | 06:16 | 04:38 |
 | Aghanim's Shard | 10 | 37.04% | 93.5 | 60.00% | +30.59% | +6.67% | -10.00% | -3.22% | 25:50 | 21:14 | 23:17 | 25:05 | 28:28 | 31:44 | 05:11 | 03:50 |
 | Magic Stick | 24 | 88.89% | 90.3 | 45.83% | +45.83% | +4.17% | +4.17% | 0.00% | 03:04 | -01:29 | -01:29 | 02:31 | 04:59 | 14:37 | 06:28 | 04:47 |
 | Black King Bar | 23 | 85.19% | 87.1 | 43.48% | +18.48% | +23.19% | -10.15% | -7.75% | 23:24 | 18:51 | 20:55 | 24:04 | 25:13 | 26:42 | 04:18 | 03:11 |
 | Boots of Speed | 27 | 100.00% | 83.9 | 40.74% | +40.74% | -12.17% | +16.40% | 12.79% | 05:17 | 02:28 | 04:02 | 05:33 | 06:16 | 07:33 | 02:14 | 01:39 |
 | Chainmail | 24 | 88.89% | 80.6 | 41.67% | +8.34% | +8.33% | -8.34% | -7.58% | 09:21 | 05:59 | 07:38 | 08:56 | 09:50 | 15:56 | 02:12 | 01:37 |
 | Phase Boots | 24 | 88.89% | 77.4 | 41.67% | +8.34% | +8.33% | -8.34% | -11.63% | 10:07 | 06:31 | 08:49 | 09:29 | 10:15 | 16:12 | 01:26 | 01:03 |
 | Magic Wand | 18 | 66.67% | 74.2 | 44.44% | +11.11% | -4.44% | +5.56% | 2.55% | 07:39 | 03:18 | 05:22 | 06:46 | 09:17 | 15:00 | 03:55 | 02:54 |
 | Orb of Venom | 2 | 7.41% | 71.0 | 100.00% | +64.00% | 0.00% | 0.00% | 0.00% | 00:04 | -01:29 | -01:29 | 01:37 | 01:37 | 01:37 | 03:06 | 02:17 |
 | Soul Ring | 26 | 96.30% | 67.7 | 38.46% | -61.54% | +18.68% | -21.79% | -15.18% | 06:23 | 03:46 | 04:30 | 05:47 | 07:10 | 16:40 | 02:40 | 01:58 |
 | Blink Dagger | 26 | 96.30% | 64.5 | 38.46% | -61.54% | +18.68% | +11.54% | -3.20% | 13:47 | 10:22 | 12:56 | 13:32 | 15:10 | 16:09 | 02:14 | 01:39 |
 | Ring of Protection | 26 | 96.30% | 61.3 | 38.46% | -61.54% | +4.40% | -21.79% | -8.59% | 05:48 | -01:29 | 04:02 | 05:05 | 07:05 | 16:20 | 03:03 | 02:15 |
 | Refresher Orb | 7 | 25.93% | 58.1 | 57.14% | +22.14% | +42.86% | -57.14% | 0.00% | 35:02 | 28:10 | 32:41 | 35:47 | 36:37 | 39:34 | 03:56 | 02:54 |
 | Quelling Blade | 23 | 85.19% | 54.8 | 34.78% | -40.22% | -18.11% | +15.22% | 0.00% | -01:07 | -01:29 | -01:29 | -01:29 | -01:29 | 07:02 | 00:00 | 00:00 |
 | Bracer | 13 | 48.15% | 51.6 | 38.46% | -4.40% | +28.21% | -5.13% | -33.34% | 02:12 | 01:05 | 01:47 | 02:05 | 02:18 | 03:49 | 00:31 | 00:22 |
 | Blight Stone | 3 | 11.11% | 48.4 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 19:36 | 03:14 | 03:14 | 24:14 | 31:19 | 31:19 | 28:05 | 20:48 |
 | Bottle | 11 | 40.74% | 45.2 | 36.36% | -7.39% | +30.31% | -36.36% | -66.67% | 01:34 | 01:12 | 01:23 | 01:37 | 01:41 | 01:45 | 00:18 | 00:13 |
 | Desolator | 1 | 3.70% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:35 | 24:35 | 24:35 | 24:35 | 24:35 | 24:35 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.70% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 52:13 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 3.70% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 00:00 | 00:00 |
 | Wind Lace | 1 | 3.70% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.70% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 3.70% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:49 | 03:49 | 03:49 | 03:49 | 03:49 | 03:49 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.70% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:25 | 02:25 | 02:25 | 02:25 | 02:25 | 02:25 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.70% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 |
 | Assault Cuirass | 2 | 7.41% | 16.1 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 30:29 | 30:25 | 30:25 | 30:32 | 30:32 | 30:32 | 00:07 | 00:05 |
 | Buckler | 2 | 7.41% | 12.9 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 29:21 | 28:43 | 28:43 | 29:58 | 29:58 | 29:58 | 01:15 | 00:55 |
 | Power Treads | 1 | 3.70% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 00:00 | 00:00 |
 | Sange | 1 | 3.70% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.70% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 00:00 | 00:00 |