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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 | |
 | Aghanim's Scepter | 7 | 46.67% | 100.0 | 57.14% | +44.64% | +42.86% | -7.14% | -10.68% | 30:31 | 23:49 | 24:59 | 28:25 | 29:40 | 42:56 | 04:41 | 03:28 |
 | Bottle | 12 | 80.00% | 97.2 | 41.67% | +41.67% | +25.00% | -8.34% | -33.34% | 01:25 | 00:51 | 01:04 | 01:28 | 01:32 | 02:03 | 00:28 | 00:20 |
 | Chainmail | 13 | 86.67% | 94.4 | 38.46% | +38.46% | -5.13% | -5.13% | 0.00% | 08:26 | 06:42 | 08:13 | 08:27 | 08:48 | 09:29 | 00:35 | 00:25 |
 | Phase Boots | 13 | 86.67% | 91.7 | 38.46% | +38.46% | +28.21% | -38.46% | -66.67% | 09:12 | 07:10 | 08:51 | 09:04 | 09:40 | 11:10 | 00:49 | 00:36 |
 | Black King Bar | 9 | 60.00% | 88.9 | 44.44% | +27.77% | +55.56% | +5.56% | -18.07% | 21:51 | 19:20 | 20:15 | 22:12 | 23:01 | 23:36 | 02:46 | 02:02 |
 | Blight Stone | 14 | 93.33% | 86.1 | 35.71% | +35.71% | -10.71% | -2.38% | 3.31% | 03:07 | -01:29 | 02:08 | 02:41 | 04:39 | 09:07 | 02:31 | 01:51 |
 | Void Stone | 6 | 40.00% | 83.3 | 50.00% | +27.78% | 0.00% | -50.00% | -2.78% | 38:03 | 25:25 | 26:23 | 33:41 | 44:24 | 56:31 | 18:01 | 13:20 |
 | Magic Wand | 15 | 100.00% | 80.6 | 33.33% | +33.33% | -33.33% | -8.33% | 23.44% | 05:40 | 02:34 | 05:07 | 05:43 | 06:11 | 08:18 | 01:04 | 00:47 |
 | Magic Stick | 15 | 100.00% | 77.8 | 33.33% | +33.33% | -8.33% | +41.67% | 25.21% | 03:13 | -01:29 | 02:12 | 02:42 | 04:11 | 07:42 | 01:59 | 01:28 |
 | Boots of Speed | 15 | 100.00% | 75.0 | 33.33% | +33.33% | -8.33% | -8.33% | 0.00% | 04:46 | 01:15 | 03:38 | 04:41 | 06:18 | 06:56 | 02:40 | 01:58 |
 | Quelling Blade | 15 | 100.00% | 72.2 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Orb of Venom | 12 | 80.00% | 69.4 | 33.33% | 0.00% | 0.00% | 0.00% | 0.00% | 06:00 | 02:00 | 03:16 | 04:41 | 08:26 | 11:39 | 05:10 | 03:49 |
 | Orb of Corrosion | 12 | 80.00% | 66.7 | 33.33% | 0.00% | 0.00% | -33.33% | -6.64% | 06:48 | 02:54 | 04:06 | 05:11 | 09:07 | 11:47 | 05:01 | 03:42 |
 | Fluffy Hat | 13 | 86.67% | 63.9 | 30.77% | -19.23% | -30.77% | -30.77% | 0.00% | 05:52 | 01:41 | 02:06 | 04:41 | 09:07 | 11:20 | 07:01 | 05:11 |
 | Javelin | 13 | 86.67% | 61.1 | 30.77% | -19.23% | +35.90% | -30.77% | -51.28% | 11:44 | 09:37 | 10:42 | 11:34 | 12:00 | 14:10 | 01:18 | 00:57 |
 | Maelstrom | 13 | 86.67% | 58.3 | 30.77% | -19.23% | +2.56% | +2.56% | 0.00% | 15:25 | 13:40 | 14:34 | 15:19 | 15:59 | 17:26 | 01:25 | 01:02 |
 | Ring of Health | 4 | 26.67% | 55.6 | 50.00% | +22.73% | +50.00% | -50.00% | 0.00% | 39:37 | 26:23 | 26:23 | 33:40 | 41:53 | 56:31 | 15:30 | 11:28 |
 | Aghanim's Shard | 9 | 60.00% | 52.8 | 33.33% | 0.00% | -33.33% | -33.33% | 0.00% | 28:24 | 21:05 | 27:01 | 28:26 | 30:25 | 31:54 | 03:24 | 02:31 |
 | Octarine Core | 1 | 6.67% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 00:00 | 00:00 |
 | Aether Lens | 1 | 6.67% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 13.33% | 44.4 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 45:11 | 33:51 | 33:51 | 56:31 | 56:31 | 56:31 | 22:40 | 16:47 |
 | Gleipnir | 3 | 20.00% | 41.7 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 41:16 | 30:42 | 30:42 | 41:12 | 51:55 | 51:55 | 21:13 | 15:42 |
 | Rod of Atos | 3 | 20.00% | 38.9 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 39:39 | 30:27 | 30:27 | 40:54 | 47:37 | 47:37 | 17:10 | 12:42 |
 | Crown | 3 | 20.00% | 36.1 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 39:00 | 29:35 | 29:35 | 40:53 | 46:33 | 46:33 | 16:58 | 12:34 |
 | Sange | 4 | 26.67% | 33.3 | 25.00% | -11.36% | -25.00% | -25.00% | 0.00% | 30:18 | 20:00 | 20:00 | 26:29 | 35:25 | 39:16 | 15:25 | 11:25 |
 | Kaya and Sange | 4 | 26.67% | 30.6 | 25.00% | -11.36% | -25.00% | -25.00% | 0.00% | 31:46 | 23:19 | 23:19 | 29:04 | 35:25 | 39:16 | 12:06 | 08:57 |
 | Kaya | 5 | 33.33% | 27.8 | 20.00% | -20.00% | -20.00% | -20.00% | 0.00% | 28:51 | 23:17 | 23:17 | 29:04 | 29:31 | 37:13 | 06:14 | 04:37 |
 | Falcon Blade | 1 | 6.67% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:48 | 05:48 | 05:48 | 05:48 | 05:48 | 05:48 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 6.67% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 6.67% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:49 | 56:49 | 56:49 | 56:49 | 56:49 | 56:49 | 00:00 | 00:00 |
 | Wind Lace | 1 | 6.67% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 13.33% | 13.9 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 51:20 | 41:53 | 41:53 | 60:47 | 60:47 | 60:47 | 18:54 | 14:00 |
 | Eul's Scepter of Divinity | 1 | 6.67% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:25 | 25:25 | 25:25 | 25:25 | 25:25 | 25:25 | 00:00 | 00:00 |
 | Wraith Band | 1 | 6.67% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:58 | 02:58 | 02:58 | 02:58 | 02:58 | 02:58 | 00:00 | 00:00 |
 | Power Treads | 1 | 6.67% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:59 | 08:59 | 08:59 | 08:59 | 08:59 | 08:59 | 00:00 | 00:00 |
 | Blade Mail | 1 | 6.67% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:09 | 16:09 | 16:09 | 16:09 | 16:09 | 16:09 | 00:00 | 00:00 |