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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 | |
 | Octarine Core | 4 | 28.57% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:57 | 32:39 | 32:39 | 40:15 | 41:08 | 41:46 | 08:29 | 06:17 |
 | Aether Lens | 4 | 28.57% | 97.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:53 | 32:22 | 32:22 | 40:15 | 41:08 | 41:46 | 08:46 | 06:29 |
 | Black King Bar | 12 | 85.71% | 94.1 | 75.00% | +75.00% | +25.00% | -41.67% | -9.48% | 22:17 | 17:57 | 18:53 | 21:10 | 25:55 | 29:01 | 07:02 | 05:12 |
 | Hand of Midas | 11 | 78.57% | 91.2 | 72.73% | +39.40% | -6.06% | -6.06% | 0.00% | 09:54 | 07:17 | 07:42 | 08:04 | 11:31 | 16:11 | 03:49 | 02:49 |
 | Blink Dagger | 10 | 71.43% | 88.2 | 70.00% | +20.00% | +30.00% | +30.00% | 0.00% | 18:09 | 13:35 | 16:13 | 17:54 | 20:49 | 22:08 | 04:36 | 03:24 |
 | Scythe of Vyse | 10 | 71.43% | 85.3 | 70.00% | +20.00% | +30.00% | -20.00% | -6.37% | 31:54 | 24:26 | 28:06 | 30:39 | 35:57 | 36:33 | 07:51 | 05:48 |
 | Void Stone | 10 | 71.43% | 82.4 | 70.00% | +20.00% | +30.00% | -20.00% | -5.42% | 30:14 | 20:54 | 26:34 | 28:26 | 35:48 | 36:33 | 09:14 | 06:50 |
 | Boots of Speed | 14 | 100.00% | 79.4 | 64.29% | +64.29% | -14.29% | +35.71% | 10.34% | 05:25 | 02:01 | 03:27 | 04:09 | 08:17 | 08:48 | 04:50 | 03:34 |
 | Magic Wand | 12 | 85.71% | 76.5 | 66.67% | +16.67% | 0.00% | 0.00% | 0.00% | 08:38 | 01:27 | 03:53 | 07:19 | 12:40 | 14:48 | 08:47 | 06:30 |
 | Magic Stick | 13 | 92.86% | 73.5 | 61.54% | -38.46% | -28.21% | +5.13% | 12.99% | 03:08 | -01:29 | -01:29 | 01:42 | 04:03 | 14:19 | 05:32 | 04:05 |
 | Aghanim's Shard | 9 | 64.29% | 70.6 | 66.67% | +6.67% | +33.33% | -16.67% | -6.80% | 29:02 | 22:33 | 23:08 | 27:49 | 30:29 | 39:22 | 07:21 | 05:26 |
 | Refresher Orb | 2 | 14.29% | 67.6 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 47:22 | 43:35 | 43:35 | 51:08 | 51:08 | 51:08 | 07:33 | 05:35 |
 | Ring of Health | 2 | 14.29% | 64.7 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 36:48 | 30:00 | 30:00 | 43:35 | 43:35 | 43:35 | 13:35 | 10:03 |
 | Boots of Travel 2 | 2 | 14.29% | 61.8 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 43:20 | 38:10 | 38:10 | 48:29 | 48:29 | 48:29 | 10:19 | 07:38 |
 | Boots of Travel | 7 | 50.00% | 58.8 | 57.14% | -14.29% | +42.86% | -57.14% | -15.35% | 30:39 | 13:47 | 24:28 | 30:59 | 30:59 | 49:16 | 06:31 | 04:49 |
 | Wind Lace | 3 | 21.43% | 55.9 | 66.67% | +3.03% | -66.67% | 0.00% | 13.29% | 10:52 | 08:45 | 08:45 | 10:05 | 13:46 | 13:46 | 05:01 | 03:42 |
 | Null Talisman | 4 | 28.57% | 52.9 | 50.00% | -20.00% | +50.00% | +50.00% | 0.00% | 05:59 | 02:26 | 02:26 | 04:14 | 08:35 | 08:42 | 06:09 | 04:33 |
 | Power Treads | 4 | 28.57% | 50.0 | 50.00% | -20.00% | +50.00% | +50.00% | 0.00% | 05:53 | 04:29 | 04:29 | 05:43 | 05:55 | 07:24 | 01:26 | 01:03 |
 | Shiva's Guard | 1 | 7.14% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 7.14% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 00:00 | 00:00 |
 | Crystalys | 1 | 7.14% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 7.14% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:45 | 57:45 | 57:45 | 57:45 | 57:45 | 57:45 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 7.14% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 7.14% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 7.14% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:45 | 57:45 | 57:45 | 57:45 | 57:45 | 57:45 | 00:00 | 00:00 |
 | Force Staff | 2 | 14.29% | 26.5 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 21:56 | 21:38 | 21:38 | 22:13 | 22:13 | 22:13 | 00:35 | 00:25 |
 | Ring of Protection | 2 | 14.29% | 23.5 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 04:47 | 04:43 | 04:43 | 04:51 | 04:51 | 04:51 | 00:08 | 00:05 |
 | Urn of Shadows | 2 | 14.29% | 20.6 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 06:36 | 05:48 | 05:48 | 07:24 | 07:24 | 07:24 | 01:36 | 01:11 |
 | Fluffy Hat | 2 | 14.29% | 17.6 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 19:56 | 17:54 | 17:54 | 21:57 | 21:57 | 21:57 | 04:03 | 03:00 |
 | Drum of Endurance | 2 | 14.29% | 14.7 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 10:13 | 08:46 | 08:46 | 11:39 | 11:39 | 11:39 | 02:53 | 02:08 |
 | Chainmail | 3 | 21.43% | 11.8 | 33.33% | -39.40% | -33.33% | 0.00% | 3.54% | 13:37 | 10:14 | 10:14 | 10:58 | 19:39 | 19:39 | 09:25 | 06:58 |
 | Witch Blade | 3 | 21.43% | 8.8 | 33.33% | -39.40% | +66.67% | 0.00% | -7.30% | 16:00 | 12:05 | 12:05 | 14:43 | 21:13 | 21:13 | 09:08 | 06:45 |
 | Quelling Blade | 1 | 7.14% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 7.14% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:03 | 14:03 | 14:03 | 14:03 | 14:03 | 14:03 | 00:00 | 00:00 |