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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 | 10 | 32.26% | 100.0 | 70.00% | +36.67% | +30.00% | -20.00% | -4.56% | 35:42 | 27:04 | 29:00 | 32:43 | 39:58 | 47:25 | 10:58 | 08:07 |
 | Black King Bar | 17 | 54.84% | 96.9 | 58.82% | +30.25% | +16.18% | -58.82% | -9.87% | 24:04 | 16:17 | 19:29 | 22:54 | 27:05 | 38:52 | 07:36 | 05:37 |
 | Power Treads | 24 | 77.42% | 93.8 | 54.17% | +39.88% | +12.50% | +12.50% | 0.00% | 11:03 | 06:41 | 10:20 | 11:25 | 11:53 | 13:12 | 01:33 | 01:08 |
 | Ring of Health | 28 | 90.32% | 90.6 | 50.00% | +50.00% | +7.14% | -7.14% | -11.27% | 03:39 | 00:40 | 02:11 | 02:42 | 03:27 | 29:04 | 01:16 | 00:56 |
 | Blink Dagger | 27 | 87.10% | 87.5 | 48.15% | +23.15% | -5.29% | +23.28% | 5.64% | 23:44 | 14:12 | 20:10 | 23:08 | 25:14 | 42:50 | 05:04 | 03:45 |
 | Crown | 27 | 87.10% | 84.4 | 48.15% | +23.15% | -19.58% | -5.29% | 11.43% | 03:38 | -01:29 | 03:38 | 04:08 | 04:53 | 08:17 | 01:15 | 00:55 |
 | Meteor Hammer | 27 | 87.10% | 81.3 | 48.15% | +23.15% | +8.99% | -5.29% | -11.58% | 07:12 | 05:33 | 06:23 | 07:08 | 07:37 | 09:21 | 01:14 | 00:54 |
 | Void Stone | 30 | 96.77% | 78.1 | 46.67% | +46.67% | +15.83% | -18.10% | -26.44% | 08:54 | 04:27 | 06:07 | 06:46 | 07:24 | 30:59 | 01:17 | 00:57 |
 | Boots of Speed | 31 | 100.00% | 75.0 | 45.16% | +45.16% | +4.84% | -20.16% | -13.64% | 08:02 | 01:18 | 07:24 | 08:17 | 09:14 | 10:45 | 01:50 | 01:21 |
 | Magic Stick | 20 | 64.52% | 71.9 | 50.00% | +13.64% | -10.00% | -10.00% | 0.00% | 04:37 | -01:30 | 00:23 | 03:01 | 08:05 | 13:34 | 07:42 | 05:42 |
 | Dragon Lance | 10 | 32.26% | 68.8 | 60.00% | +21.90% | -26.67% | -10.00% | 3.17% | 22:13 | 17:07 | 17:50 | 21:09 | 23:06 | 34:03 | 05:16 | 03:54 |
 | Hurricane Pike | 10 | 32.26% | 65.6 | 60.00% | +21.90% | -26.67% | +40.00% | 8.75% | 23:20 | 17:07 | 20:12 | 21:11 | 27:49 | 34:27 | 07:37 | 05:38 |
 | Magic Wand | 21 | 67.74% | 62.5 | 47.62% | +7.62% | +12.38% | -47.62% | -12.86% | 09:52 | -01:29 | 07:32 | 10:06 | 12:12 | 21:29 | 04:40 | 03:27 |
 | Force Staff | 13 | 41.94% | 59.4 | 53.85% | +14.96% | -20.52% | +12.82% | 9.09% | 18:46 | 14:22 | 15:48 | 18:11 | 19:28 | 27:51 | 03:40 | 02:42 |
 | Fluffy Hat | 13 | 41.94% | 56.3 | 53.85% | +14.96% | -20.52% | +46.15% | 11.27% | 16:33 | 10:05 | 12:35 | 15:34 | 18:30 | 25:57 | 05:55 | 04:22 |
 | Linken's Sphere | 4 | 12.90% | 53.1 | 75.00% | +34.26% | +25.00% | -75.00% | 0.00% | 30:24 | 28:10 | 28:10 | 30:28 | 31:19 | 31:39 | 03:09 | 02:20 |
 | Witch Blade | 2 | 6.45% | 50.0 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 21:32 | 12:10 | 12:10 | 30:54 | 30:54 | 30:54 | 18:44 | 13:52 |
 | Chainmail | 2 | 6.45% | 46.9 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 20:55 | 10:55 | 10:55 | 30:54 | 30:54 | 30:54 | 19:59 | 14:48 |
 | Null Talisman | 9 | 29.03% | 43.8 | 44.44% | -1.01% | +5.56% | +55.56% | 0.00% | 04:43 | 01:08 | 01:23 | 02:41 | 08:21 | 12:10 | 06:58 | 05:09 |
 | Aghanim's Scepter | 14 | 45.16% | 40.6 | 35.71% | -17.23% | -10.71% | +64.29% | 5.94% | 25:13 | 16:37 | 17:50 | 23:26 | 30:28 | 37:47 | 12:38 | 09:21 |
 | Shiva's Guard | 2 | 6.45% | 37.5 | 50.00% | +5.17% | -50.00% | 0.00% | 0.00% | 38:37 | 36:15 | 36:15 | 40:59 | 40:59 | 40:59 | 04:44 | 03:30 |
 | Octarine Core | 2 | 6.45% | 34.4 | 50.00% | +5.17% | -50.00% | 0.00% | 0.00% | 37:01 | 31:44 | 31:44 | 42:18 | 42:18 | 42:18 | 10:34 | 07:49 |
 | Refresher Orb | 3 | 9.68% | 31.3 | 33.33% | -13.10% | -33.33% | 0.00% | 0.00% | 43:32 | 42:42 | 42:42 | 43:29 | 44:24 | 44:24 | 01:42 | 01:15 |
 | Arcane Boots | 4 | 12.90% | 28.1 | 25.00% | -23.15% | -25.00% | -25.00% | 0.00% | 20:12 | 10:01 | 10:01 | 19:30 | 23:53 | 27:23 | 13:52 | 10:16 |
 | Aghanim's Shard | 5 | 16.13% | 25.0 | 20.00% | -30.00% | -20.00% | -20.00% | 0.00% | 41:51 | 27:58 | 27:58 | 39:27 | 53:22 | 53:43 | 25:24 | 18:48 |
 | Aether Lens | 6 | 19.35% | 21.9 | 16.67% | -35.33% | +33.33% | -16.67% | 0.00% | 26:26 | 13:05 | 21:10 | 25:02 | 32:29 | 35:51 | 11:19 | 08:22 |
 | Wind Lace | 7 | 22.58% | 18.8 | 14.29% | -39.88% | -14.29% | +35.71% | 0.00% | 09:28 | 04:52 | 07:44 | 08:20 | 10:11 | 16:23 | 02:27 | 01:48 |
 | Hand of Midas | 7 | 22.58% | 15.6 | 14.29% | -39.88% | -14.29% | -14.29% | 0.00% | 11:58 | 08:21 | 09:10 | 11:27 | 14:25 | 16:04 | 05:15 | 03:53 |
 | Aeon Disk | 1 | 3.23% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:32 | 1:03:32 | 1:03:32 | 1:03:32 | 1:03:32 | 1:03:32 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 3.23% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.23% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:46 | 1:19:46 | 1:19:46 | 1:19:46 | 1:19:46 | 1:19:46 | 00:00 | 00:00 |
 | Cornucopia | 1 | 3.23% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:12 | 42:12 | 42:12 | 42:12 | 42:12 | 42:12 | 00:00 | 00:00 |