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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 | 8 | 72.73% | 100.0 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | 07:21 | -01:29 | -01:24 | 01:38 | 09:39 | 30:11 | 11:03 | 08:11 |
 | Soul Ring | 6 | 54.55% | 96.7 | 66.67% | +46.67% | -16.67% | -66.67% | -5.57% | 07:56 | 02:23 | 02:40 | 06:05 | 11:39 | 14:13 | 08:59 | 06:39 |
 | Helm of Iron Will | 4 | 36.36% | 93.3 | 75.00% | +46.43% | -75.00% | +25.00% | 100.00% | 04:24 | 03:37 | 03:37 | 04:22 | 04:26 | 05:11 | 00:49 | 00:36 |
 | Armlet of Mordiggian | 4 | 36.36% | 90.0 | 75.00% | +46.43% | -75.00% | +25.00% | 40.00% | 12:00 | 10:02 | 10:02 | 10:23 | 12:32 | 15:03 | 02:30 | 01:51 |
 | Magic Wand | 9 | 81.82% | 86.7 | 55.56% | +55.56% | -5.56% | +44.44% | 6.59% | 09:08 | 03:04 | 04:36 | 08:51 | 12:11 | 15:03 | 07:35 | 05:37 |
 | Blink Dagger | 10 | 90.91% | 83.3 | 50.00% | +50.00% | -16.67% | 0.00% | 3.51% | 17:53 | 12:20 | 15:06 | 16:42 | 19:51 | 26:30 | 04:45 | 03:31 |
 | Quelling Blade | 10 | 90.91% | 80.0 | 50.00% | +50.00% | +16.67% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Magic Stick | 10 | 90.91% | 76.7 | 50.00% | +50.00% | -16.67% | +50.00% | 17.24% | 03:17 | -01:29 | 01:14 | 02:13 | 05:06 | 13:39 | 03:52 | 02:51 |
 | Boots of Speed | 11 | 100.00% | 73.3 | 45.45% | +45.45% | -12.12% | +54.55% | 30.54% | 04:37 | 01:44 | 03:28 | 04:47 | 05:39 | 07:14 | 02:11 | 01:37 |
 | Wind Lace | 5 | 45.45% | 70.0 | 60.00% | +26.67% | -60.00% | +40.00% | 8.63% | 10:15 | -01:29 | -01:29 | 06:27 | 13:04 | 28:02 | 14:33 | 10:46 |
 | Phase Boots | 6 | 54.55% | 66.7 | 50.00% | +10.00% | 0.00% | +50.00% | 33.33% | 08:00 | 05:25 | 07:20 | 07:58 | 08:50 | 10:07 | 01:30 | 01:06 |
 | Chainmail | 7 | 63.64% | 63.3 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 05:50 | 03:12 | 03:20 | 06:23 | 07:10 | 08:37 | 03:50 | 02:50 |
 | Aghanim's Shard | 9 | 81.82% | 60.0 | 33.33% | -66.67% | +16.67% | -33.33% | -10.87% | 25:22 | 21:32 | 21:37 | 23:12 | 26:13 | 38:23 | 04:36 | 03:24 |
 | Blight Stone | 4 | 36.36% | 56.7 | 50.00% | +7.14% | +50.00% | -50.00% | -5.32% | 18:15 | 07:51 | 07:51 | 11:36 | 26:39 | 26:52 | 18:48 | 13:55 |
 | Assault Cuirass | 1 | 9.09% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 9.09% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 00:00 | 00:00 |
 | Buckler | 1 | 9.09% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 |
 | Sange | 1 | 9.09% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 00:00 | 00:00 |
 | Bottle | 1 | 9.09% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 18.18% | 36.7 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 10:03 | 07:51 | 07:51 | 12:15 | 12:15 | 12:15 | 04:24 | 03:15 |
 | Orb of Corrosion | 2 | 18.18% | 33.3 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 10:45 | 08:41 | 08:41 | 12:48 | 12:48 | 12:48 | 04:07 | 03:02 |
 | Crown | 2 | 18.18% | 30.0 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 30:07 | 28:02 | 28:02 | 32:11 | 32:11 | 32:11 | 04:09 | 03:04 |
 | Medallion of Courage | 2 | 18.18% | 26.7 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 26:57 | 26:52 | 26:52 | 27:01 | 27:01 | 27:01 | 00:09 | 00:06 |
 | Solar Crest | 2 | 18.18% | 23.3 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 35:45 | 31:25 | 31:25 | 40:04 | 40:04 | 40:04 | 08:39 | 06:24 |
 | Orb of Venom | 2 | 18.18% | 20.0 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 09:02 | 06:27 | 06:27 | 11:36 | 11:36 | 11:36 | 05:09 | 03:48 |
 | Blade Mail | 2 | 18.18% | 16.7 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 16:07 | 11:33 | 11:33 | 20:40 | 20:40 | 20:40 | 09:07 | 06:45 |
 | Black King Bar | 3 | 27.27% | 13.3 | 33.33% | -16.67% | -33.33% | 0.00% | 2.75% | 31:17 | 24:36 | 24:36 | 32:34 | 36:42 | 36:42 | 12:06 | 08:57 |
 | Ghost Scepter | 1 | 9.09% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 9.09% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 00:00 | 00:00 |
 | Power Treads | 1 | 9.09% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 00:00 | 00:00 |