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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 | |
 | Headdress | 14 | 87.50% | 100.0 | 50.00% | +50.00% | 0.00% | +16.67% | 1.85% | 17:28 | 06:55 | 11:09 | 12:32 | 20:09 | 51:18 | 09:00 | 06:40 |
 | Arcane Boots | 14 | 87.50% | 97.0 | 50.00% | +50.00% | -25.00% | -16.67% | 1.14% | 11:52 | 05:41 | 06:32 | 08:56 | 13:50 | 37:50 | 07:18 | 05:24 |
 | Glimmer Cape | 4 | 25.00% | 93.9 | 75.00% | +41.67% | -75.00% | +25.00% | 0.00% | 31:18 | 27:50 | 27:50 | 28:12 | 32:17 | 36:53 | 04:27 | 03:17 |
 | Holy Locket | 2 | 12.50% | 90.9 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 29:25 | 20:44 | 20:44 | 38:06 | 38:06 | 38:06 | 17:22 | 12:51 |
 | Boots of Speed | 16 | 100.00% | 87.9 | 43.75% | +43.75% | +6.25% | +6.25% | 0.00% | 05:05 | -01:29 | 03:15 | 04:13 | 06:23 | 11:42 | 03:08 | 02:19 |
 | Aghanim's Shard | 7 | 43.75% | 84.8 | 57.14% | +23.81% | +42.86% | -7.14% | -6.34% | 28:41 | 21:20 | 21:45 | 22:51 | 29:38 | 51:34 | 07:53 | 05:50 |
 | Chainmail | 14 | 87.50% | 81.8 | 42.86% | -7.14% | +32.14% | +23.81% | -1.85% | 12:42 | 08:30 | 09:26 | 11:09 | 13:56 | 25:41 | 04:30 | 03:20 |
 | Magic Stick | 15 | 93.75% | 78.8 | 40.00% | -60.00% | +10.00% | +10.00% | 0.00% | 03:31 | -01:29 | 00:56 | 02:12 | 05:13 | 09:52 | 04:17 | 03:10 |
 | Mekansm | 12 | 75.00% | 75.8 | 41.67% | -8.33% | -8.34% | -8.34% | 0.00% | 18:38 | 10:42 | 13:31 | 14:52 | 16:39 | 51:21 | 03:08 | 02:19 |
 | Magic Wand | 12 | 75.00% | 72.7 | 33.33% | -41.67% | 0.00% | +66.67% | 11.08% | 11:03 | 02:48 | 05:38 | 08:59 | 11:39 | 35:00 | 06:01 | 04:27 |
 | Fluffy Hat | 8 | 50.00% | 69.7 | 37.50% | -12.50% | +12.50% | +62.50% | 6.90% | 16:18 | 11:56 | 12:23 | 15:30 | 19:38 | 20:32 | 07:15 | 05:22 |
 | Void Stone | 4 | 25.00% | 66.7 | 50.00% | +8.33% | +50.00% | +50.00% | 0.00% | 29:16 | 22:43 | 22:43 | 26:28 | 27:15 | 40:37 | 04:32 | 03:21 |
 | Ring of Protection | 9 | 56.25% | 63.6 | 33.33% | -23.81% | +16.67% | +16.67% | 0.00% | 25:55 | 11:23 | 15:55 | 20:22 | 30:27 | 51:18 | 14:32 | 10:45 |
 | Buckler | 9 | 56.25% | 60.6 | 33.33% | -23.81% | +16.67% | +16.67% | 0.00% | 26:01 | 11:23 | 15:55 | 21:00 | 30:27 | 51:18 | 14:32 | 10:45 |
 | Guardian Greaves | 9 | 56.25% | 57.6 | 33.33% | -23.81% | +16.67% | +16.67% | 0.00% | 27:22 | 16:20 | 17:46 | 21:05 | 33:31 | 51:21 | 15:45 | 11:40 |
 | Ring of Health | 1 | 6.25% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 6.25% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 6.25% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 6.25% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 00:00 | 00:00 |
 | Null Talisman | 5 | 31.25% | 42.4 | 40.00% | -5.45% | -40.00% | +60.00% | 0.00% | 02:26 | 00:04 | 00:04 | 01:58 | 02:48 | 05:29 | 02:44 | 02:01 |
 | Medallion of Courage | 6 | 37.50% | 39.4 | 33.33% | -16.67% | +16.67% | -33.33% | -3.09% | 17:55 | 09:46 | 10:09 | 14:25 | 26:19 | 27:01 | 16:10 | 11:58 |
 | Force Staff | 6 | 37.50% | 36.4 | 33.33% | -16.67% | +16.67% | -33.33% | -8.52% | 23:04 | 17:59 | 18:32 | 22:39 | 24:24 | 30:43 | 05:52 | 04:20 |
 | Wind Lace | 6 | 37.50% | 33.3 | 33.33% | -16.67% | -33.33% | -33.33% | 0.00% | 23:11 | 15:21 | 15:47 | 17:10 | 31:37 | 32:14 | 15:50 | 11:43 |
 | Blight Stone | 7 | 43.75% | 30.3 | 28.57% | -26.99% | +21.43% | -28.57% | -4.70% | 08:13 | -01:29 | -01:29 | -01:29 | 12:07 | 27:01 | 13:36 | 10:04 |
 | Black King Bar | 2 | 12.50% | 27.3 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 27:47 | 25:09 | 25:09 | 30:25 | 30:25 | 30:25 | 05:16 | 03:54 |
 | Quelling Blade | 2 | 12.50% | 24.2 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aether Lens | 3 | 18.75% | 21.2 | 33.33% | -12.82% | -33.33% | 0.00% | 0.00% | 31:52 | 27:24 | 27:24 | 27:34 | 40:37 | 40:37 | 13:13 | 09:47 |
 | Solar Crest | 4 | 25.00% | 18.2 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 25:37 | 15:48 | 15:48 | 21:48 | 32:07 | 32:43 | 16:19 | 12:05 |
 | Crown | 4 | 25.00% | 15.2 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 24:01 | 15:21 | 15:21 | 17:01 | 31:29 | 32:14 | 16:08 | 11:57 |
 | Bottle | 3 | 18.75% | 12.1 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 01:20 | 01:19 | 01:19 | 01:20 | 01:21 | 01:21 | 00:02 | 00:01 |
 | Octarine Core | 1 | 6.25% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 00:00 | 00:00 |
 | Hand of Midas | 3 | 18.75% | 6.1 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 10:07 | 08:00 | 08:00 | 11:05 | 11:16 | 11:16 | 03:16 | 02:25 |
 | Tranquil Boots | 1 | 6.25% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |