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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 | |
 | Scythe of Vyse | 4 | 12.50% | 100.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 38:19 | 34:29 | 34:29 | 35:57 | 37:07 | 45:42 | 02:38 | 01:57 |
 | Void Stone | 16 | 50.00% | 97.3 | 62.50% | +37.50% | +12.50% | +12.50% | 0.00% | 22:14 | 05:06 | 06:57 | 21:48 | 35:41 | 38:13 | 28:44 | 21:17 |
 | Linken's Sphere | 3 | 9.38% | 94.6 | 100.00% | +62.07% | 0.00% | 0.00% | 0.00% | 33:16 | 31:48 | 31:48 | 33:25 | 34:35 | 34:35 | 02:47 | 02:03 |
 | Black King Bar | 26 | 81.25% | 91.9 | 53.85% | +53.85% | +17.58% | -3.85% | -4.29% | 23:40 | 19:22 | 21:09 | 23:11 | 26:09 | 29:21 | 05:00 | 03:42 |
 | Blight Stone | 7 | 21.88% | 89.2 | 71.43% | +35.43% | -21.43% | -21.43% | 0.00% | 21:20 | 06:13 | 09:26 | 26:30 | 27:45 | 34:11 | 18:19 | 13:34 |
 | Aghanim's Shard | 21 | 65.63% | 86.5 | 52.38% | +25.11% | +7.62% | -12.38% | -3.58% | 25:54 | 17:26 | 22:41 | 24:49 | 28:16 | 42:19 | 05:35 | 04:08 |
 | Ring of Health | 14 | 43.75% | 83.8 | 57.14% | +23.81% | +42.86% | -23.81% | -2.21% | 18:21 | 02:46 | 03:30 | 07:59 | 33:40 | 38:13 | 30:10 | 22:20 |
 | Blink Dagger | 30 | 93.75% | 81.1 | 46.67% | +46.67% | +28.33% | -18.10% | -17.52% | 14:56 | 10:32 | 13:04 | 13:58 | 15:43 | 27:00 | 02:39 | 01:57 |
 | Boots of Speed | 32 | 100.00% | 78.4 | 43.75% | +43.75% | -18.75% | +18.75% | 14.42% | 05:20 | -01:29 | 03:46 | 05:18 | 06:22 | 11:12 | 02:36 | 01:55 |
 | Quelling Blade | 30 | 93.75% | 75.7 | 43.33% | -6.67% | +6.67% | -14.76% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -00:57 | 00:00 | 00:00 |
 | Phase Boots | 24 | 75.00% | 73.0 | 45.83% | +8.33% | +4.17% | +4.17% | 0.00% | 09:16 | 05:03 | 08:02 | 09:00 | 09:37 | 21:04 | 01:35 | 01:10 |
 | Chainmail | 24 | 75.00% | 70.3 | 45.83% | +8.33% | -12.50% | +20.84% | 20.00% | 08:16 | 04:20 | 07:14 | 07:35 | 08:54 | 20:46 | 01:40 | 01:14 |
 | Refresher Orb | 8 | 25.00% | 67.6 | 62.50% | +25.00% | -12.50% | +37.50% | 18.63% | 37:07 | 32:23 | 33:50 | 35:18 | 36:31 | 46:30 | 02:41 | 01:59 |
 | Magic Wand | 29 | 90.63% | 64.9 | 41.38% | -25.29% | +1.48% | -12.81% | -1.83% | 07:33 | -01:29 | 03:12 | 06:57 | 11:01 | 17:26 | 07:49 | 05:47 |
 | Magic Stick | 29 | 90.63% | 62.2 | 41.38% | -25.29% | +1.48% | +1.48% | 0.00% | 02:08 | -01:29 | -01:29 | 01:57 | 02:30 | 17:26 | 03:59 | 02:57 |
 | Desolator | 4 | 12.50% | 59.5 | 75.00% | +35.71% | +25.00% | -75.00% | 0.00% | 30:52 | 28:21 | 28:21 | 30:09 | 30:39 | 34:17 | 02:18 | 01:42 |
 | Ring of Protection | 15 | 46.88% | 56.8 | 46.67% | +5.49% | +28.33% | +3.33% | -4.35% | 07:22 | -01:29 | 03:52 | 07:17 | 09:37 | 15:06 | 05:45 | 04:15 |
 | Aether Lens | 2 | 6.25% | 54.1 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 39:32 | 25:00 | 25:00 | 54:03 | 54:03 | 54:03 | 29:03 | 21:31 |
 | Bottle | 13 | 40.63% | 51.4 | 46.15% | +4.04% | +53.85% | -12.82% | -66.67% | 01:30 | 01:09 | 01:16 | 01:29 | 01:41 | 02:04 | 00:25 | 00:18 |
 | Crown | 7 | 21.88% | 48.6 | 57.14% | +17.14% | +42.86% | -57.14% | 0.00% | 07:45 | 04:57 | 05:05 | 06:57 | 09:07 | 11:05 | 04:02 | 02:59 |
 | Meteor Hammer | 7 | 21.88% | 45.9 | 57.14% | +17.14% | +42.86% | -57.14% | 0.00% | 09:30 | 06:57 | 07:30 | 08:36 | 10:17 | 13:45 | 02:47 | 02:03 |
 | Soul Ring | 14 | 43.75% | 43.2 | 42.86% | -1.58% | +32.14% | -9.53% | -7.49% | 08:55 | 04:29 | 06:04 | 08:16 | 11:38 | 15:53 | 05:34 | 04:07 |
 | Wraith Band | 3 | 9.38% | 40.5 | 66.67% | +25.29% | +33.33% | 0.00% | 0.00% | 01:56 | 01:38 | 01:38 | 02:00 | 02:09 | 02:09 | 00:31 | 00:22 |
 | Overwhelming Blink | 1 | 3.13% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:39 | 1:03:39 | 1:03:39 | 1:03:39 | 1:03:39 | 1:03:39 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.13% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:58 | 1:09:58 | 1:09:58 | 1:09:58 | 1:09:58 | 1:09:58 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.13% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:16 | 60:16 | 60:16 | 60:16 | 60:16 | 60:16 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.13% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 00:00 | 00:00 |
 | Buckler | 1 | 3.13% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 3.13% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:05 | 1:11:05 | 1:11:05 | 1:11:05 | 1:11:05 | 1:11:05 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.13% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.13% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 00:00 | 00:00 |
 | Arcane Boots | 6 | 18.75% | 16.2 | 33.33% | -12.82% | -33.33% | +66.67% | 0.00% | 12:04 | 06:19 | 08:13 | 08:54 | 14:44 | 24:39 | 06:31 | 04:49 |
 | Bracer | 9 | 28.13% | 13.5 | 22.22% | -29.95% | +27.78% | -22.22% | -14.93% | 02:56 | 00:41 | 01:20 | 02:41 | 04:41 | 05:33 | 03:21 | 02:28 |
 | Fluffy Hat | 2 | 6.25% | 10.8 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 07:37 | 04:22 | 04:22 | 10:52 | 10:52 | 10:52 | 06:30 | 04:48 |
 | Falcon Blade | 2 | 6.25% | 8.1 | 50.00% | +6.67% | +50.00% | 0.00% | 0.00% | 08:19 | 05:05 | 05:05 | 11:32 | 11:32 | 11:32 | 06:27 | 04:46 |
 | Wind Lace | 1 | 3.13% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:46 | 20:46 | 20:46 | 20:46 | 20:46 | 20:46 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.13% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 00:00 | 00:00 |