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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 Protection | 9 | 81.82% | 100.0 | 77.78% | +27.78% | +22.22% | +22.22% | 0.00% | 08:07 | -01:29 | -01:25 | 03:52 | 07:17 | 40:40 | 08:42 | 06:26 |
 | Blink Dagger | 11 | 100.00% | 97.6 | 72.73% | +72.73% | +27.27% | -39.40% | -6.60% | 19:17 | 11:03 | 12:39 | 17:57 | 22:45 | 32:24 | 10:06 | 07:28 |
 | Phase Boots | 11 | 100.00% | 95.1 | 72.73% | +72.73% | -6.06% | -39.40% | -12.58% | 07:22 | 05:18 | 05:52 | 07:10 | 08:31 | 09:38 | 02:39 | 01:57 |
 | Chainmail | 11 | 100.00% | 92.7 | 72.73% | +72.73% | +27.27% | -6.06% | -15.04% | 04:59 | 01:40 | 03:23 | 05:29 | 05:36 | 08:00 | 02:13 | 01:38 |
 | Boots of Speed | 11 | 100.00% | 90.2 | 72.73% | +72.73% | -6.06% | -39.40% | -21.74% | 04:25 | 02:42 | 03:08 | 04:09 | 04:40 | 07:22 | 01:32 | 01:08 |
 | Magic Stick | 11 | 100.00% | 87.8 | 72.73% | +72.73% | -6.06% | +27.27% | 6.56% | 04:37 | -01:29 | 01:28 | 04:56 | 06:33 | 13:49 | 05:05 | 03:45 |
 | Magic Wand | 11 | 100.00% | 85.4 | 72.73% | +72.73% | -39.40% | +27.27% | 12.74% | 08:02 | 02:09 | 03:06 | 06:50 | 08:20 | 19:52 | 05:14 | 03:52 |
 | Headdress | 3 | 27.27% | 82.9 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 20:54 | 17:42 | 17:42 | 17:51 | 27:10 | 27:10 | 09:28 | 07:00 |
 | Pipe of Insight | 3 | 27.27% | 80.5 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 24:44 | 18:08 | 18:08 | 22:29 | 33:35 | 33:35 | 15:27 | 11:26 |
 | Aghanim's Shard | 8 | 72.73% | 78.0 | 75.00% | +8.33% | -25.00% | -25.00% | 0.00% | 23:37 | 20:01 | 20:02 | 22:37 | 25:02 | 29:31 | 05:00 | 03:42 |
 | Ring of Health | 8 | 72.73% | 75.6 | 75.00% | +8.33% | -25.00% | +25.00% | 9.35% | 22:22 | 11:24 | 11:49 | 12:44 | 17:10 | 49:43 | 05:21 | 03:57 |
 | Quelling Blade | 10 | 90.91% | 73.2 | 70.00% | -30.00% | -3.33% | +30.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Soul Ring | 7 | 63.64% | 70.7 | 71.43% | -3.57% | +28.57% | -21.43% | -13.82% | 06:08 | 02:23 | 03:35 | 04:22 | 07:12 | 13:41 | 03:37 | 02:40 |
 | Hood of Defiance | 6 | 54.55% | 68.3 | 66.67% | -13.33% | -16.67% | +33.33% | 24.59% | 13:34 | 11:36 | 12:19 | 12:55 | 14:21 | 17:19 | 02:02 | 01:30 |
 | Void Stone | 2 | 18.18% | 65.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 49:29 | 49:15 | 49:15 | 49:43 | 49:43 | 49:43 | 00:28 | 00:20 |
 | Blade Mail | 2 | 18.18% | 63.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 19:14 | 18:47 | 18:47 | 19:41 | 19:41 | 19:41 | 00:54 | 00:40 |
 | Black King Bar | 4 | 36.36% | 61.0 | 75.00% | +3.57% | +25.00% | -75.00% | -16.62% | 32:40 | 26:31 | 26:31 | 30:35 | 32:32 | 41:01 | 06:01 | 04:27 |
 | Orb of Venom | 3 | 27.27% | 58.5 | 66.67% | -8.33% | -66.67% | 0.00% | 66.67% | 01:45 | 01:22 | 01:22 | 01:35 | 02:18 | 02:18 | 00:56 | 00:41 |
 | Sange | 3 | 27.27% | 56.1 | 66.67% | -8.33% | -66.67% | 0.00% | 3.71% | 25:59 | 14:39 | 14:39 | 30:41 | 32:38 | 32:38 | 17:59 | 13:19 |
 | Blight Stone | 3 | 27.27% | 53.7 | 66.67% | -8.33% | +33.33% | 0.00% | -2.44% | 11:24 | 02:33 | 02:33 | 15:28 | 16:12 | 16:12 | 13:39 | 10:06 |
 | Bracer | 3 | 27.27% | 51.2 | 66.67% | -8.33% | +33.33% | 0.00% | -12.05% | 01:39 | -01:29 | -01:29 | 02:11 | 04:15 | 04:15 | 05:44 | 04:14 |
 | Orb of Corrosion | 1 | 9.09% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:18 | 04:18 | 04:18 | 04:18 | 04:18 | 04:18 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 9.09% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 9.09% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:16 | 49:16 | 49:16 | 49:16 | 49:16 | 49:16 | 00:00 | 00:00 |
 | Yasha | 1 | 9.09% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 9.09% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 9.09% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:02 | 50:02 | 50:02 | 50:02 | 50:02 | 50:02 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 9.09% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 9.09% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 55:12 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 9.09% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 00:00 | 00:00 |
 | Buckler | 2 | 18.18% | 26.8 | 50.00% | -27.78% | -50.00% | 0.00% | 0.00% | 39:22 | 38:03 | 38:03 | 40:40 | 40:40 | 40:40 | 02:37 | 01:56 |
 | Medallion of Courage | 2 | 18.18% | 24.4 | 50.00% | -27.78% | -50.00% | 0.00% | 0.00% | 16:08 | 15:46 | 15:46 | 16:30 | 16:30 | 16:30 | 00:44 | 00:32 |
 | Heaven's Halberd | 2 | 18.18% | 22.0 | 50.00% | -27.78% | -50.00% | 0.00% | 0.00% | 26:54 | 20:40 | 20:40 | 33:07 | 33:07 | 33:07 | 12:27 | 09:13 |
 | Solar Crest | 2 | 18.18% | 19.5 | 50.00% | -27.78% | -50.00% | 0.00% | 0.00% | 25:28 | 23:50 | 23:50 | 27:06 | 27:06 | 27:06 | 03:16 | 02:25 |
 | Wind Lace | 2 | 18.18% | 17.1 | 50.00% | -27.78% | -50.00% | 0.00% | 0.00% | 24:29 | 22:29 | 22:29 | 26:29 | 26:29 | 26:29 | 04:00 | 02:57 |
 | Crown | 2 | 18.18% | 14.6 | 50.00% | -27.78% | -50.00% | 0.00% | 0.00% | 24:29 | 22:29 | 22:29 | 26:28 | 26:28 | 26:28 | 03:59 | 02:57 |
 | Fluffy Hat | 2 | 18.18% | 12.2 | 50.00% | -27.78% | +50.00% | 0.00% | 0.00% | 32:22 | 03:17 | 03:17 | 1:01:26 | 1:01:26 | 1:01:26 | 58:09 | 43:04 |
 | Vladmir's Offering | 1 | 9.09% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 00:00 | 00:00 |
 | Force Staff | 1 | 9.09% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:26 | 1:01:26 | 1:01:26 | 1:01:26 | 1:01:26 | 1:01:26 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 9.09% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 9.09% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 00:00 | 00:00 |